tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=19
objective=binary sigmoid:1
feature_names=atom_v_bur_3_5_Cs atom_v_bur_frac_3_5_Cs atom_v_distal_3_5_Cs atom_v_free_3_5_Cs atom_v_molecular_3_5_Cs atom_volumes_sasa_Cs atom_area_sasa_Cs atom_p_int_Cs atom_areas_Cs atom_p_int_times_area_Cs atom_v_bur_3_5_Hs_min atom_v_bur_frac_3_5_Hs_min atom_v_distal_3_5_Hs_min atom_v_free_3_5_Hs_min atom_v_molecular_3_5_Hs_min atom_volumes_sasa_Hs_min atom_area_sasa_Hs_min atom_p_int_times_area_Hs_min atom_p_int_Hs_min atom_areas_Hs_min
feature_infos=[66.490946482300004:150.69345512789999] [0.37022843630000002:0.8390766744] [7.8495098943999997:543.59553962769996] [28.900924902300002:113.103433548] [84.858941496100002:618.64424511729999] [0:41.940741425399999] [0:23.330545114500001] [0:51.936999288400003] [0:10.991422403] [0:277.5221649838] [50.645174261400001:135.21331321279999] [0.28199754500000002:0.75288165019999997] [27.547742549900001:554.36581307719996] [44.381066817399997:123.9970658925] [86.208421807500002:617.21784815640001] [0:65.784473075700006] [0:23.449945163799999] [121.4058452803:292.42862760449998] [10.7332075142:30.481528589900002] [5.4004357236000002:14.901202274499999]
tree_sizes=3336 3333 3347 3344 3363 3350 3369 3370 3367 3353 3361 3366 3361 3372 3374 3355 3385 3369 3366 3369 3361 3384 3378 3375 3372 3366 3384 3363 3373 3376 3382 3373 3355 3376 3360 3379 3357 3398 3366 3383 3371 3391 3380 3393 3385 3405 3389 3368 3380 3369 3368 3368 3395 3385 3384 3388 3396 3384 3382 3366 3409 3381 3371 3410 3381 3412 3389 3392 3382 3361 3383 3401 3373 3382 3370 3378 3370 3388 3385 3397 3361 3421 3377 3407 3384 3379 3370 3377 3377 3362 3375 3384 3376 3381 3373 3382 3386 3401 3390 3417 3387 3395 3383 3408 3402 3377 3385 3378 3405 3412 3399 3384 3391 3400 3424 3396 3386 3410 3380 3426 3385 3407 3410 3419 3420 3390 3383 3385 3407 3421 3401 3414 3405 3400 3426 3403 3388 3419 3413 3420 3404 3397 3390 3408 3409 3410 3401 3435 3415 3410 3420 3406 3415 3424 3442 3423 3400 3427 3418 3436 3409 3413 3420 3415 3418 3405 3439 3447 3416 3403 3401 3430 3425 3435 3408 3421 3421 3416 3397 3443 3415 3437 3402 3434 3443 3418 3432 3434 3449 3435 3423 3430 3445 3413 3447 3439 3432 3444 3433 3445 3439 3421 3451 3439 3432 3424 3438 3430 3431 3421 3451 3443 3429 3441 3442 3460 3431 3444 3414 3434 3450 3435 3417 3443 3440 3444 3427 3414 3434 3466 3412 3426 3435 3443 3431 3461 3439 3435 3450 3473 3442 3453 3457 3453 3457 3432 3447 3417 3425 3431 3421 3467 3462 3447 3440 3433 3436 3462 3438 3478 3427 3447 3419 3462 3481 3442 3477 3457 3463 3450 3464 3449 3443 3458 3458 3467 3444 3436 3454 3459 3451 3448 3456 3437 3428 3440 3463 3481 3466 3480 3451 3503 3458 3490 3459 3449 3465 3468 3481 3458 3460 3467 3464 3480 3435 3465 3466 3478 3458 3479 3471 3477 3502 3479 3490 3467 3508 3485 3466 3462 3507 3505 3490 3463 3476 3478 3474 3506 3459 3472 3479 3476 3494 3481 3479 3473 3499 3468 3481 3494 3490 3473 3473 3476 3500 3505 3505 3465 3468 3481 3510 3479 3479 3479 3487 3495 3518 3481 3493 3476 3479 3496 3465 3526 3495 3506 3481 3487 3480 3481 3484 3487 3520 3513 3477 3505 3503 3508 3512 3495 3512 3483 3519 3507 3471 3487 3530 3511 3493 3522 3514 3476 3527 3496 3515 3536 3535 3495 3477 3473 3517 3485 3536 3530 3488 3530 3549 3484 3532 3492 3485 3536 3520 3498 3512 3491 3519 3502 3547 3476 3499 3526 3524 3508 3527 3525 3481 3523 3551 3511 3503 3549 3486 3493 3529 3498 3502 3507 3493 3532 3543 3483 3504 3554 3499 3476 3498 3502 3528 3494 3519 3546 3516 3547 3521 3521 3555 3539 3509 3556 3520 3580 3590 3583 3515 3569 3581 3585 3495 3504 3487 3535 3505 3517 3500 3584 3511 3532 3538 3543 3511 3527 3521 3553 3529 3528 3534 3527 3502 3530 3537 3517 3538 3524 3516 3527 3525 3533 3529 3541 3548 3519 3539 3514 3545 3531 3548 3556 3569 3548 3520 3549 3545 3574 3584 3584 3538 3566 3559 3550 3553 3541 3559 3534 3518 3550 3542 3556 3547 3530 3528 3542 3531 3548 3552 3541 3535 3534 3563 3554 3548 3540 3534 3540 3557 3546 3551 3544 3549 3540 3560 3541 3541 3564 3585 3555 3555 3554 3543 3530 3575 3549 3554 3571 3542 3564 3567 3545 3571 3525 3551 3578 3569 3561 3555 3553 3559 3544 3558 3564 3547 3537 3539 3526 3567 3566 3551 3571 3547 3564 3552 3558 3618 3568 3589 3565 3572 3584 3555 3579 3586 3599 3561 3581 3560 3550 3584 3581 3570 3590 3565 3568 3530 3599 3558 3567 3583 3564 3571 3596 3594 3537 3578 3579 3566 3573 3550 3570 3560 3587 3581 3604 3595 3570 3560 3581 3590 3571 3620 3560 3586 3573 3580 3580 3565 3604 3579 3573 3598 3568 3593 3578 3633 3579 3587 3570 3590 3566 3588 3645 3598 3592 3621 3589 3570 3578 3591 3603 3572 3593 3607 3587 3587 3593 3571 3581 3581 3608 3560 3588 3573 3644 3579 3580 3588 3578 3587 3605 3586 3574 3575 3596 3591 3585 3568 3615 3625 3606 3563 3572 3586 3580 3612 3576 3597 3588 3603 3569 3585 3574 3604 3588 3584 3654 3587 3582 3604 3606 3611 3593 3639 3586 3592 3599 3613 3595 3582 3599 3594 3590 3573 3579 3573 3583 3587 3595 3590 3579 3602 3617 3601 3594 3590 3593 3608 3591 3596 3599 3597 3597 3587 3610 3600 3613 3614 3600 3610 3613 3594 3637 3590 3603 3600 3636 3622 3592 3609 3601 3631 3626 3644 3625 3584 3590 3581 3587 3591 3612 3633 3613 3597 3630 3595 3603 3621 3637 3570 3586 3611 3607 3602 3599 3613 3610 3615 3606 3592 3608 3630 3627 3609 3599 3615 3566 3602 3598 3586 3622 3601 3614 3613 3599 3597 3611 3600 3610 3620 3613 3601 3603 3621 3618 3600 3628 3600 3607 3602 3610 3615 3612 3602 3595 3607 3608 3606 3597 3612 3601 3611 3607 3613 3603 3605 3637 3606 3621 3602 3591 3637 3602 3599 3616 3616 3604 3613 3606 3593 3611 3629 3618 3606 3598 3631 3595 3602 3599 3605 3603 3609 3587 3609 3619 3599 3620 3647 3622 3623 3620 3617 3619 3601 3625 3598 3623 3629 3598 3595 3607 3624 3602 3631 3619 3616 3629 3613 3612 3601 3601 3599 3634 3619 3628 3617 3621 3638 3610 3594 3594 3638 3601 3648 3610 3648 3627 3609 3621 3619 3616 3603 3611 3588 3602 3593 3590 3598 3622 3610 3637 3613 3643 3642 3623 3623 3623 3623 3639 3624 3604 3631 3599 3629 3615 3625 3632 3604 3608 3621 3611 3629 3607 3605 3607 3601 3611 3593 3622 3604 3645 3613 3626 3610 3606 3629 3601 3608 3614 3619 3608 3600 3607 3602 3614 3595 3618 3610 3618 3610 3627 3621 3614 3629 3636 3609 3605 3638 3656 3612 3622 3631 3600 3609 3610 3597 3615 3619 3616 3634 3633 3621 3608

Tree=0
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 13 5 15 0 9 13 9 16 6 2 8 2 5 0 0 18 4 10 5 17 16 6 2 9 15
split_gain=893.067 216.915 117.928 183.154 89.4235 84.9199 69.3292 52.5271 49.3874 48.5191 47.3257 45.8166 38.1898 37.3995 47.9747 35.1568 34.0157 37.1 26.7969 23.6105 23.3157 32.5847 22.4044 51.3785 22.1299 21.9018 21.8055 18.7527 17.8987 17.6519
threshold=18.594956516900002 23.605484525250002 11.783123780850001 74.757955233350017 98.51854819030001 112.67059178900001 13.812766882300002 29.326787846200002 102.75018128760001 67.711288258750002 113.62230596715001 186.70853236170004 22.704946905950003 16.455384477450004 199.01127796720002 5.5456722124000004 90.828344481500011 20.769304081650002 86.09518316945001 86.162394622750014 17.108018746400003 196.82258699960002 90.937096262400004 1.6209823962500003 200.17087924040001 11.864972254500001 16.405383309150004 178.46521675150004 66.544071737050004 43.153128509050006
decision_type=2 2 2 2 2 2 2 2 2 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 22 9 -5 7 8 24 20 25 -3 -8 19 18 -15 -10 -9 -18 -7 28 21 -6 23 -1 -2 -4 -21 -27 -12 -14
right_child=1 10 3 4 6 13 11 16 15 -11 12 -13 29 14 -16 -17 17 -19 -20 26 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.13917741286835406 0.14811415404827774 0.17627264912942617 -0.14483303313437537 0.11388374539316641 0.12281535940829078 0.051247885036153691 0.087896367442742776 -0.20000000447710237 0.15191823192873199 -0.16029522325446527 -0.0046377760845792123 -0.14239053546912647 -0.046471239053637377 0.11090772327191362 -0.11469299939735696 -0.1489234562734115 0.044792387115629467 -0.20000000447710237 0.16902578676289876 -0.098412563437251882 0.16737423301155918 -0.15651067904622828 -0.1928735964868287 -0.14144785355478395 -0.020599561667992611 -0.092834751083140557 0.11725016868715911 0.095152433030754144 -0.13259594106600961 0.11239108808295388
leaf_weight=6.9337655603885642 37.156695604324341 10.156563580036162 10.657539457082747 58.066941648721695 10.927810251712801 21.060863733291626 10.211038261651991 9.7901497781276685 5.0120520591735866 133.27104195952415 13.542785644531248 56.131275147199631 11.488612681627275 106.8447093963623 10.338145852088926 17.266559541225433 38.428918153047562 7.3802667558193198 233.40867632627487 8.6813512742519396 24.005936473608017 6.7596377730369559 82.502177059650421 110.455138027668 9.8318181037902814 8.2294982075691241 10.192880034446715 14.940013170242308 56.697429448366165 17.879734039306641
leaf_count=15 76 17 63 145 26 70 29 65 10 815 55 330 53 271 57 103 131 49 413 46 43 41 540 648 42 43 25 41 326 45
internal_value=-4.92481e-09 0.0842785 -0.0914881 -0.0569335 0.0106697 0.115519 -0.0353215 0.0349763 0.0389569 -0.133147 -0.0308921 -0.106946 -0.0486506 0.137751 0.0910047 -0.0812427 -0.0308054 0.00535416 0.159278 -0.0812427 0.103185 0.0160649 -0.152939 -0.124872 0.112813 -0.0261911 0.0180544 0.0283819 -0.107925 0.0502457
internal_weight=1158.25 602.88 555.37 355.479 188.381 474.24 130.314 102.588 63.972 167.098 128.639 66.3423 118.483 371.652 117.183 22.2786 55.5993 45.8092 254.47 89.1144 41.6934 17.6874 199.891 117.389 46.9885 33.8271 18.8742 23.1695 70.2402 29.3683
internal_count=4633 1741 2892 1689 727 1174 582 363 223 962 567 359 550 811 328 113 245 180 483 452 110 67 1203 663 118 147 71 84 381 98
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 3 0 5 10 9 13 9 16 0 13 6 6 2 13 16 0 18 10 5 6 7 2 17 2 5
split_gain=727.562 176.779 96.4612 149.333 72.7112 71.4837 59.0399 56.4406 42.3485 40.4942 38.5889 37.3203 31.3432 24.1852 24.0229 23.1655 22.026 39.4552 28.2219 53.2302 22.9017 21.325 18.663 41.84 17.7864 20.6758 17.7552 17.7445 16.7021 16.5154
threshold=18.594956516900002 23.605484525250002 11.783123780850001 74.757955233350017 98.51854819030001 85.589753040950015 96.082805124100005 13.812766882300002 81.573196594050017 58.084576609100004 113.62230596715001 186.70853236170004 22.694946929300002 85.769879735700016 116.60111757565001 13.185308072600002 16.455384477450004 199.01127796720002 112.67059178900001 19.934953383400003 85.990333302400003 14.122113655700002 90.937096262400004 1.6209823962500003 14.865347326450001 24.176603375500004 302.29361977965004 168.62011096010002 186.79363985910004 29.741930202000002
decision_type=2 2 2 2 2 2 2 2 2 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 22 9 28 6 21 8 -6 27 -3 -9 13 14 26 -10 18 -18 19 24 -20 -2 23 -1 25 -7 -12 -4 -5 -14
right_child=1 10 3 4 7 16 -8 11 15 -11 12 -13 29 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.12588976841601604 0.11758404340660955 0.15992679411289301 -0.11358903480044064 0.051301991765602323 0.091595326839723726 0.10952157049209151 0.11251192929212613 0.079265288173943405 -0.13844620124911652 -0.13827617557085997 0.088212703886820371 -0.12882627154128903 -0.007966626129676406 -0.010103696289511665 -0.15823743785898439 0.12049089017329358 0.098857119924965695 -0.10469307406265548 0.040658617858861879 -0.13989374906192709 0.15449300760420356 -0.1467406351986747 -0.17526571833851798 -0.12796452812525708 0.15905196518317363 -0.13546936465140591 -0.14298969798808792 0.088636110770283716 0.15883157189185357 0.14823127744579856
leaf_weight=6.900296449661254 3.5220926105976131 10.078074336051939 6.7205180078744915 30.137911006808281 43.078153863549232 10.147059291601179 21.232104539871216 10.19134186208248 16.122575864195827 147.17318314313889 8.2781520485877973 55.847718998789787 20.932784661650661 34.869085431098938 38.483849942684174 4.3973991423845282 106.96553158760071 10.453343480825422 19.126589238643646 10.160356462001799 232.62310191988945 22.877743273973465 81.739635795354843 109.90449059009552 29.488273501396179 5.2152960002422324 5.5474144220352164 12.244789674878119 27.741159588098526 10.004471778869627
leaf_count=15 8 17 37 96 117 25 52 29 96 890 24 330 85 147 241 10 274 58 65 60 411 137 540 648 53 31 33 35 49 20
internal_value=-1.87174e-06 0.0762307 -0.0828342 -0.0515181 0.00964699 0.104524 -0.0116327 -0.031961 0.0352761 -0.120554 -0.0279024 -0.096713 -0.0439286 -0.0746156 -0.117619 -0.0829564 0.117568 0.0807358 0.131666 0.0667795 0.145844 -0.111476 -0.138616 -0.112968 0.113599 0.0263507 -0.00455569 0.0169759 0.10284 0.0425446
internal_weight=1152.2 600.005 552.199 353.655 187.516 471.811 47.6319 129.637 63.5981 166.138 128.194 66.0391 118.116 87.1785 52.3094 20.52 424.18 117.419 306.761 55.011 251.75 26.3998 198.544 116.805 44.8506 15.3624 13.8256 18.9653 57.8791 30.9373
internal_count=4633 1741 2892 1689 727 1174 197 582 223 962 567 359 550 445 298 106 977 332 645 169 476 145 1203 663 109 56 57 72 145 105
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=16 5 5 10 16 3 0 9 9 0 5 14 19 19 15 13 18 19 6 12 13 16 0 18 16 18 9 8 9 6
split_gain=597.992 145.659 80.4681 122.934 61.2184 59.0942 48.1931 35.2493 32.3105 31.2594 56.7927 25.5109 27.2329 25.0015 55.0914 23.0164 23.8764 19.6525 18.8408 36.7493 23.202 43.6041 19.7814 18.441 17.8662 17.4163 16.9561 16.8222 43.7553 18.4015
threshold=18.594956516900002 23.605484525250002 11.783123780850001 74.757955233350017 13.534968349350001 85.589753040950015 96.082805124100005 67.711288258750002 226.58992707320002 98.51854819030001 14.050239455300002 258.81881833755006 10.650859343850001 12.050972309250001 23.884857921950005 113.62230596715001 13.278511569200001 11.850956171350001 16.465384711100004 219.88098848225005 112.67059178900001 19.934953383400003 86.09518316945001 11.890615410500002 11.864972254500001 14.122113655700002 201.65416293750005 5.1459841250500009 192.57902085675002 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 7 11 6 25 24 15 -6 13 -5 -13 -11 -15 -3 23 -12 20 -20 21 -7 -22 -17 -4 -2 -18 -9 -29 -30
right_child=1 8 3 4 9 18 -8 27 -10 10 17 12 -14 14 -16 16 26 -19 19 -21 22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.12710393032590225 0.10719838276934422 0.13710305616797322 -0.12661635878952346 -0.1604620618926593 0.1025563773850045 0.10351012392124864 0.10192702443813509 -0.1660049980991033 0.16595430437127617 0.16275214416969061 0.11271578510112466 0.072685101538476404 -0.13527746316393907 -0.14854277692810722 0.13336705838249854 -0.016327373637641085 0.056013753151319505 -0.12136381010796687 0.089458840056410943 -0.11792356091873568 0.042189558536619237 -0.12682351061491973 0.14135691170794271 -0.13006020359964346 0.030648504561006557 -0.13306702007752388 -0.061959529688525597 0.15718049773506104 -0.1657274758186644 -0.040069893084307681
leaf_weight=195.057044506073 3.4791322052478817 7.0166940093040457 10.52398708462715 23.976838275790215 53.968120872974396 44.325628250837326 21.099417865276337 71.851879149675369 8.2586150318384153 19.342252716422081 4.0693682432174674 14.598820194602014 11.072890311479567 11.917484343051912 16.570950776338577 21.873929649591446 26.903497532010078 30.236836329102516 100.57166028022766 9.3382734507322294 22.025160863995552 10.089723438024519 231.93104740977287 40.93835386633873 23.036369815468788 22.712629780173302 22.266221046447754 6.2100239992141715 34.747457638382912 17.535153150558472
leaf_count=1203 8 13 63 154 130 109 52 480 13 33 12 44 67 72 34 96 91 181 260 55 73 60 420 244 84 137 110 15 232 88
internal_value=-5.5317e-06 0.0694942 -0.0756441 -0.0469373 0.008761 0.0954092 -0.0105462 -0.11006 -0.0253162 0.0434338 0.00458722 -0.0862899 -0.0170147 0.0750095 0.0154365 -0.0385905 -0.0495993 -0.0935975 0.107389 0.071839 0.120059 0.0608015 0.132756 -0.0904536 -0.0186672 -0.101152 0.00259024 -0.133591 -0.093775 -0.123583
internal_weight=1137.55 592.83 544.715 349.658 185.754 465.573 47.2912 163.905 127.257 136.105 82.1369 49.6485 25.6717 47.8307 28.4884 118.999 111.982 34.3062 418.281 109.91 308.372 54.4154 253.956 62.8123 33.5604 26.1918 49.1697 130.345 58.4926 52.2826
internal_count=4633 1741 2892 1689 727 1174 197 962 567 462 332 265 111 139 106 554 541 193 977 315 662 169 493 340 147 145 201 815 335 320
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=16 5 10 0 13 3 16 18 0 5 0 7 4 10 6 9 9 3 15 10 10 2 12 17 8 9 6 18 10 6
split_gain=494.53 121.007 67.6064 77.6079 55.9912 49.1597 48.4049 51.5875 39.629 34.4066 30.7057 26.9122 37.4832 36.7789 27.5836 26.7433 23.8535 21.3612 25.3076 20.7717 25.8446 20.9612 20.403 18.9797 24.2269 19.5271 30.6779 17.7955 28.5735 17.3026
threshold=18.594956516900002 23.605484525250002 89.89935142405001 95.217121606100008 98.255079293500017 85.589753040950015 15.614963485400002 17.549283450150003 96.082805124100005 1.6209823962500003 102.75018128760001 24.103872582350004 323.22981966960009 74.927328095600004 13.185308072600002 226.58992707320002 191.61296531520003 108.48197402175002 46.055224235250002 60.87206898960001 57.772276765200012 302.29361977965004 154.32008656120004 191.75825325995004 5.1459841250500009 66.544071737050004 13.400313096150002 15.288668002700001 75.629015667650023 16.495385412050002
decision_type=2 2 2 2 2 2 2 2 2 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 22 9 8 10 16 -2 -5 27 12 -11 -14 -13 17 -8 18 19 20 21 -3 -1 24 25 26 -24 28 -6 -21
right_child=1 15 -4 4 6 -7 7 -9 -10 11 -12 14 13 -15 -16 -17 -18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1472759608324242 -0.092565857053209688 0.097725970324457678 -0.14895052991387722 0.15842973546353306 0.082209727216623077 0.098701988610992081 0.030857714347073413 0.1209806060454256 0.09280959660487087 -0.14619967146823318 -0.13553129690086269 -0.12264063680760368 -0.16958024644593203 0.1397800733734311 0.084686117677638575 0.15333381634700108 -0.13223502974164156 -0.15151231181287042 -0.076065172612033397 -0.035409672273367103 -0.18222703415284347 -0.12983066147937736 -0.083008959335292593 -0.16686008644825989 0.13273653611191485 -0.13844912036610144 0.14446489004192606 0.11339786274989816 -0.14782025320603909 0.12610927372819941
leaf_weight=77.74806746840477 25.778991430997849 12.832700759172445 89.221221745014191 6.3012627214193335 18.013439953327183 410.06305950880051 11.626485273241995 14.143384143710135 20.866780161857605 12.18662868440151 7.0170588791370383 89.87347599864006 4.9267323166132 17.47051727771759 6.9105536937713614 8.0546261221170408 39.215294167399406 13.884227573871611 44.964379012584686 9.4156291186809558 8.7463934272527677 5.9132660627365103 19.598621293902401 17.03925284743309 6.6534951627254477 23.001936629414558 8.5000823736190778 57.189497262239456 7.7118378877639762 22.436117872595787
leaf_count=521 145 35 612 11 48 977 44 31 52 80 44 566 34 37 20 13 247 91 238 44 59 36 106 118 18 153 18 135 49 51
internal_value=-1.23535e-05 0.0636826 -0.0695013 -0.0535766 -0.0234272 0.0876366 0.0178112 -0.0479462 -0.00963897 -0.0698321 0.0653278 -0.0807811 -0.00506385 0.07173 -0.107837 -0.022973 -0.094939 -0.034988 -0.0194777 0.023398 -0.0402826 0.025945 -0.111405 -0.0741176 -0.0467557 -0.0701262 -0.0141963 0.0823265 0.0132521 0.078363
internal_weight=1117.31 582.956 534.349 445.128 292.586 456.709 154.917 64.9852 46.6458 137.669 89.9318 131.368 34.5839 22.3972 96.784 126.247 50.8418 118.193 104.308 59.3441 27.4924 18.746 152.541 74.7934 57.7541 51.1006 28.0987 82.9148 25.7253 31.8517
internal_count=4633 1741 2892 2280 1346 1174 598 322 197 748 276 737 151 71 586 567 291 554 463 225 130 71 934 413 295 277 124 232 97 95
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=16 5 10 0 13 13 16 18 15 5 0 6 2 13 7 4 10 6 16 2 5 6 7 13 0 0 9 2 10 5
split_gain=410.685 100.281 58.5155 65.4019 46.6072 43.7651 39.8942 43.365 34.0495 28.5454 25.3409 24.0598 26.6744 22.8886 22.4473 31.2484 30.4627 23.0521 22.2993 22.1752 26.9933 18.2947 49.7539 30.1391 17.4936 17.3979 19.9932 18.5622 17.3135 17.1025
threshold=18.594956516900002 23.605484525250002 89.89935142405001 95.217121606100008 98.255079293500017 112.67059178900001 15.614963485400002 18.037292123150003 29.326787846200002 1.6209823962500003 102.75018128760001 16.455384477450004 199.01127796720002 113.62230596715001 24.103872582350004 323.22981966960009 74.927328095600004 13.185308072600002 22.694946929300002 90.828344481500011 20.769304081650002 15.635365317800002 19.506002767000002 109.64607639220002 86.09518316945001 85.769879735700016 71.932467616300016 305.67240907785003 71.104340634100012 2.7155367820000005
decision_type=2 2 2 2 2 2 2 2 2 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 21 9 8 10 28 -2 -5 -6 24 -13 -3 15 -11 -17 29 25 -10 -21 22 -1 -24 -7 26 27 -15 -8 -16
right_child=1 13 -4 4 6 11 7 -9 19 14 -12 12 -14 18 17 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.14497942399328734 0.085859363186878576 0.12983831366191903 -0.13983299360620435 0.14517067444365717 0.075177848180234513 0.027464637780310715 0.091720951858188432 0.15713382202689294 -0.17258201628700565 -0.13595310232984434 -0.12492773468896597 0.074390834388139315 -0.095096367694142508 0.046969971976379726 0.0046059318261971495 -0.15883388147807315 0.12726420827257298 0.07659681591850398 0.040279363933531813 0.031448461331434356 -0.1803548286029649 -0.15119505348813733 -0.11443488731045826 0.15223219832476695 0.12360050690899621 -0.0048189591074489068 -0.14643199651947003 -0.16876672576899054 -0.096460105459354337 -0.13008163934901382
leaf_weight=9.0970777273178083 44.984948635101318 9.3114653527736646 85.714873567223549 6.1942563205957404 81.771765172481537 20.747287690639496 5.4282472729682913 9.1785451173782331 9.2879279851913434 11.813675895333288 6.8594225347042075 102.69161681830883 10.208990067243574 13.522290453314783 10.747989431023596 4.7433303743600872 17.278884291648865 6.8779275864362708 30.43732251226902 37.319102853536606 7.1738225966691962 51.947032615542412 82.75493223965168 4.4670810252428046 215.87011711299419 34.526336342096329 31.159303531050682 5.6565626114606848 49.228018283843994 76.747445628046989
leaf_count=19 118 17 612 11 232 70 18 14 65 80 44 271 57 49 53 34 37 20 105 131 49 371 533 11 413 147 210 39 290 513
internal_value=-4.73209e-05 0.0583797 -0.0643128 -0.0494365 -0.0215649 0.0804383 0.0162797 -0.0439947 0.0216598 -0.0644953 0.0596911 0.0970478 0.059065 -0.0209738 -0.0746251 -0.00474419 0.065642 -0.0996796 -0.033153 -0.0320399 -0.00270167 -0.103363 -0.0775664 -0.100778 0.115171 -0.0594901 -0.0969884 -0.0166589 -0.0777707 -0.113537
internal_weight=1093.75 572.897 520.851 435.136 286.87 448.284 152.466 63.8348 98.7658 134.404 88.6312 349.518 112.901 124.613 128.209 33.8359 22.0222 94.3734 115.302 53.7809 44.4929 148.266 96.3191 87.222 236.617 84.8645 50.3382 19.1789 54.6563 87.4954
internal_count=4633 1741 2892 2280 1346 1174 598 322 363 748 276 811 328 567 737 151 71 586 550 245 180 934 563 544 483 445 298 88 308 566
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=16 5 10 0 13 13 16 17 15 12 5 6 2 9 3 6 9 7 10 16 3 15 13 7 16 6 7 13 5 13
split_gain=342.698 83.9265 51.8625 53.1297 42.3228 37.3951 32.7716 37.6031 28.1933 24.8545 30.268 21.3545 21.9682 21.0676 20.9139 20.4606 20.4448 19.8763 31.9293 27.0587 16.8515 19.2076 16.8907 16.7478 17.1698 16.472 41.287 24.9406 16.2759 31.5411
threshold=18.594956516900002 23.605484525250002 90.937096262400004 95.217121606100008 98.255079293500017 112.67059178900001 15.614963485400002 236.15709471040003 30.054399297400007 216.20511703005005 2.7155367820000005 16.455384477450004 199.01127796720002 191.61296531520003 76.927540944650019 13.245309474550002 226.58992707320002 24.103872582350004 74.927328095600004 9.7049773055000017 108.48197402175002 46.055224235250002 117.97223122220002 23.209106085000005 22.694946929300002 15.635365317800002 19.506002767000002 109.64607639220002 16.043149448600001 103.191088421
decision_type=2 2 2 2 2 2 2 2 2 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 25 9 8 14 13 -2 10 -5 -7 -13 -8 -6 -12 20 18 -11 -19 21 22 -3 -23 -25 26 -1 -28 -16 -30
right_child=1 16 -4 4 6 11 7 -9 -10 17 15 12 -14 -15 28 -17 -18 19 -20 -21 -22 23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.13181187300666838 0.070450141543003234 0.053110430680673927 -0.13774465372559938 0.086277006212101381 -0.11586582045431189 0.10747798092080459 0.038706263815335762 0.10741541737590299 -0.037297742702571184 -0.15056450602925509 -0.1390161437874505 0.068088630605802891 -0.08668142176370372 -0.11665092793480719 0.10085867193120571 0.078181929218631943 0.13944371166539729 0.054805702560144991 0.12347261242589334 -0.1138529487511581 -0.13620415146317599 -0.13761198474106837 -0.071130655688816463 -0.052686390843914556 0.1570448986764304 -0.14299265813267814 -0.10620475024502191 0.1348450576410519 -0.1853068738535521 0.065583541377971441
leaf_weight=9.0092781633138639 51.59450751543045 43.437491938471794 72.904787495732307 7.674114301800727 6.6663321107625952 228.64262816309929 11.341426625847815 13.521256744861601 45.878609210252762 5.603407651185992 61.078245580196381 101.06367653608322 10.086388796567915 37.890659391880035 53.113939628005028 4.6687025129795066 7.6197334229946128 14.280819147825239 17.626414686441422 28.488284230232239 13.157101556658743 18.680876240134239 14.627310439944265 20.544982507824901 4.8188991397619239 49.55692745745182 80.375567778944969 4.5344926118850699 6.5568012744188335 21.251808360219002
leaf_count=19 145 148 554 27 44 483 42 31 218 42 438 271 57 249 128 13 13 56 38 192 91 123 77 106 9 371 533 11 45 59
internal_value=-7.27504e-05 0.0538163 -0.0597122 -0.046581 -0.0219391 0.0743363 0.0148644 -0.0402943 0.0197354 -0.0616257 -0.101657 0.0899991 0.0540439 -0.0808618 0.054383 -0.123593 -0.0191996 -0.0170927 0.0573704 -0.057537 -0.0296867 -0.0159616 0.0218124 -0.0657597 -0.0128394 -0.0963474 -0.0717348 -0.0933319 0.068408 0.00642781
internal_weight=1066.3 560.152 506.143 433.238 289.762 437.266 150.342 62.7533 97.4731 139.42 73.4211 339.793 111.15 49.2321 87.5889 65.7469 122.886 65.9989 23.2298 42.7691 115.267 102.11 58.0648 44.0448 25.3639 143.476 93.9193 84.9101 80.9225 27.8086
internal_count=4633 1741 2892 2338 1404 1174 598 322 363 806 478 811 328 291 276 451 567 328 80 248 554 463 225 238 115 934 563 544 232 104
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=16 5 10 6 15 12 13 9 3 0 16 19 2 3 13 8 16 6 16 17 2 6 0 9 6 7 12 18 7 10
split_gain=286.964 70.2052 45.9467 45.5744 34.8511 41.126 41.6532 39.5734 33.479 30.9695 26.1352 46.6476 25.439 20.0658 17.4293 17.158 16.6845 16.1668 25.1412 15.7354 14.4987 14.3265 14.2789 15.868 12.8753 15.7267 12.5317 12.3852 26.0306 18.9287
threshold=18.594956516900002 23.605484525250002 90.937096262400004 15.635365317800002 30.054399297400007 206.14208420540004 108.49810477050001 31.257715529350005 85.589753040950015 96.082805124100005 13.854967601050001 11.950964240300001 325.13486840910008 70.561272091750013 113.62230596715001 8.8430989333000021 22.694946929300002 13.575317185100001 15.614963485400002 225.16163574540002 94.087390192850009 13.400313096150002 85.769879735700016 66.544071737050004 16.405383309150004 23.131311951800004 146.06315430690003 17.267778657600005 24.142338514450003 73.007768990450018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 6 10 -7 9 -2 -1 -12 21 -14 -3 -10 22 19 -19 -13 -17 27 23 -16 -24 -26 -20 28 29 -9
right_child=1 14 -4 -5 -6 7 -8 12 15 -11 11 17 13 -15 16 20 -18 18 26 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11562456902378247 -0.086886024457702812 0.11866416376052212 -0.13139363210234814 -0.1361856331494386 -0.13459634942304269 -0.12176410544020483 0.16246571196672874 -0.052483317529793252 0.083688797803798037 0.079422274258488024 0.088695341400074637 -0.12536158437790609 0.081239680768628253 -0.13841479265765727 0.0072663145776825106 0.055940436893620563 0.035621033020159183 0.040305876293099063 -0.14575810057908775 0.11573901936199296 -0.10911906785856702 0.10904112602730205 -0.093073001158683957 -0.12172842218756681 -0.09080396855555406 0.090587082095964666 0.028214457289601088 0.077289897293821908 -0.087236886661408497 0.11912117024872318
leaf_weight=63.348772615194321 25.060832247138023 8.7146306186914426 68.988088130950928 46.964216656982899 30.23123936355114 18.354011192917824 8.5181600451469404 9.7760757729411143 358.58129142224789 20.240599200129509 23.921333178877831 43.005548030138016 6.0082000494003323 13.511661022901533 13.1105570346117 14.193223237991335 30.064966335892677 25.737703919410706 17.267866060137752 2.8887791633605948 8.513906851410864 32.384254068136215 10.692666769027708 34.979184910655022 6.6668510288000133 16.886367931962013 5.4463689029216757 33.684523835778236 20.55872443318367 18.767600640654564
leaf_count=438 145 17 554 371 222 129 21 56 894 52 74 297 24 93 55 40 105 81 134 9 43 84 61 243 38 48 24 109 128 44
internal_value=-0.000104858 0.0496175 -0.0557552 -0.0433421 -0.0316651 -0.0225977 -0.0536559 0.0159873 0.0686943 -0.0125798 -0.0637924 -0.0360291 0.0347583 -0.0708053 -0.0175744 0.0783506 -0.0281372 -0.0676527 -0.0273649 -0.110186 -0.00594767 0.0526499 -0.0514186 -0.086561 -0.00206998 0.0392435 -0.104043 0.030591 -0.00144477 0.0603474
internal_weight=1037.07 547.705 489.363 420.375 373.411 343.18 190.135 153.045 426.59 45.3014 181.616 118.268 134.691 19.5199 121.115 381.288 112.401 94.3463 48.4519 45.8943 22.7071 115.171 82.3356 48.0897 34.2459 23.5532 22.7142 82.7869 49.1024 28.5437
internal_count=4633 1741 2892 2338 1967 1745 1078 667 1174 197 1057 619 538 117 567 977 550 545 239 306 83 421 445 298 147 86 158 337 228 100
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=16 5 10 0 13 13 5 16 18 13 9 6 13 0 7 0 6 2 2 0 17 17 3 2 13 16 7 6 12 17
split_gain=240.139 58.5704 41.178 41.0893 31.7312 29.8356 26.1741 23.472 30.4114 22.709 19.8582 19.653 19.4311 26.4955 25.1211 18.5964 39.2318 18.5006 18.1344 17.4339 16.5822 22.5716 15.9286 18.1493 21.5782 16.3889 21.0318 15.0004 13.5978 14.8811
threshold=18.594956516900002 23.605484525250002 90.937096262400004 95.217121606100008 98.255079293500017 112.67059178900001 20.769304081650002 15.774963111300002 17.549283450150003 111.98772342380001 191.61296531520003 16.455384477450004 109.40142670235001 96.082805124100005 23.109894804950002 98.51854819030001 12.410289964450003 199.01127796720002 145.83272221200002 85.990333302400003 201.39543491635001 201.00900942685004 93.14163192940002 314.93386866815007 116.67639440335002 22.724946859200003 22.929105819350003 13.185308072600002 154.32008656120004 174.47088669260003
decision_type=2 2 2 2 2 2 2 2 2 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 28 18 6 9 15 10 12 -9 19 13 14 -2 -6 -17 -13 -5 -7 21 27 -3 24 -24 26 -26 -20 -1 -30
right_child=1 22 -4 4 7 11 -8 8 -10 -11 -12 17 -14 -15 -16 16 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.11835065425546241 0.11312245973727851 0.066115748668420321 -0.12595413177353218 -0.11675172771546734 0.090600548443550963 0.0018968011707862675 -0.17101472389068495 0.03851965314635241 0.10012481996867269 -0.14898208471711288 -0.11476958660176897 0.056409193970456878 0.092479653847763757 0.084281760742842077 -0.13581574408382677 0.073623520470824058 -0.12727981719700587 -0.085972257124414919 -0.042703211651910565 0.10418972841439976 -0.097776069981056313 0.14553044979971191 0.092456617550061071 -0.16285559085968745 -0.13742767170334921 0.027445837733426261 -0.0086710622872757763 0.13036394457479122 -0.0033296050639050954 -0.097671291675153482
leaf_weight=65.568417213857174 5.2927967309951809 19.648682713508606 64.977966032922268 33.904284298419952 45.862153768539429 18.211041316390038 7.0608437806367865 11.395215928554533 12.760778889060019 6.6248493492603293 32.71127824485302 97.343082815408707 40.674621820449829 18.31477664411068 17.316060364246368 25.884078115224838 15.564819827675818 10.07004503905773 56.308461338281631 195.7614997625351 27.478270202875137 8.607911065220831 14.680783838033674 9.6337042897939664 25.134889416396618 24.28744849562645 25.615139618515968 5.4970030039548865 30.903386436402798 36.428913615643978
leaf_count=521 11 62 554 260 109 65 50 43 30 41 236 271 100 45 116 75 105 57 328 418 190 17 39 69 190 86 121 11 157 256
internal_value=-0.000150507 0.0457214 -0.0520067 -0.040255 -0.0182562 0.0633927 0.0142482 0.0141635 -0.0358317 0.0290755 -0.0751663 0.077963 0.0435318 -0.00511826 -0.0775386 0.0467263 -0.00181936 0.0430608 -0.0537219 0.0954837 -0.0318918 -0.00618104 -0.0161531 -0.0324233 -0.0184178 -0.04011 -0.0724402 -0.0273105 -0.0859365 -0.0543715
internal_weight=1009.52 535.67 473.853 408.875 275.974 416.67 95.2839 144.178 56.8673 88.2231 44.1065 321.386 81.5983 40.9236 22.6089 87.3111 41.4489 107.413 131.796 213.973 97.8916 70.4134 119.001 99.352 89.7183 75.0375 50.75 61.8055 132.901 67.3323
internal_count=4633 1741 2892 2338 1404 1174 363 598 309 313 279 811 272 172 127 289 180 328 806 483 546 356 567 505 436 397 311 339 934 413
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=16 5 10 6 15 12 13 9 6 16 19 2 3 6 2 9 0 15 0 0 15 10 0 16 6 3 15 13 2 18
split_gain=201.692 49.476 37.1138 37.8303 27.87 31.7388 36.8364 31.7717 26.5235 20.8781 37.1322 19.0856 17.4054 15.8827 18.842 14.7571 14.4366 13.9997 12.273 30.0229 12.7849 12.0891 31.8765 12.4482 11.473 11.0955 12.828 13.9617 13.0005 12.5663
threshold=18.594956516900002 23.605484525250002 90.937096262400004 15.635365317800002 30.054399297400007 206.14208420540004 108.49810477050001 31.257715529350005 14.825346391850003 13.854967601050001 11.950964240300001 325.13486840910008 70.561272091750013 16.465384711100004 195.72231170465002 226.58992707320002 85.990333302400003 18.581945927850004 96.082805124100005 93.047535894850014 29.326787846200002 66.859265246100009 91.886121982450007 19.224955043700003 13.400313096150002 108.48197402175002 46.055224235250002 118.52336513895001 305.67240907785003 11.939817493900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 6 9 -7 18 -1 -11 24 -13 16 -15 25 -10 -12 19 -2 -21 -18 -23 -24 -9 26 27 28 -3 -29
right_child=1 15 -4 -5 -6 7 -8 11 13 10 17 12 -14 14 -16 -17 21 -19 -20 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10499709202293384 0.063280980498458247 0.071037659544508372 -0.12121827099028777 -0.12683586237750258 -0.12317412871296403 -0.11183720367136436 0.15588110910823832 0.028437748006151304 -0.0012605621395370898 0.080453795127032712 0.068777522268384711 0.080245273812458467 -0.12574258671018462 0.050318689687209796 -0.10122676748115099 0.12625545960285678 0.10279841234041652 -0.073315176026301956 0.066346182260347775 0.0040736187724700682 -0.1502018480783984 -0.1785822569907248 0.11853790745751092 -0.00084640232446297863 0.099955022612084443 -0.11647291074493762 -0.054958694439142988 0.07011709914205716 -0.068898555896166766 -0.14210081729769938
leaf_weight=59.147251538932323 19.741247445344925 35.616097949445248 60.972031258046627 42.277611166238785 27.645961456000805 17.22427636384964 8.5391217619180662 80.0354168638587 18.300733551383018 23.411033615469933 7.5828991532325736 6.016629263758662 12.890863604843615 91.107623726129532 9.0161933749914152 6.9658238589763632 177.30875576287508 81.007629960775375 19.428747601807117 7.8288670629262951 17.114041358232498 5.6028760075569144 24.954000726342201 13.436893306672571 31.166240200400352 11.568770810961722 41.786052219569683 4.1137291938066474 8.1599959880113584 8.672851197421549
leaf_count=438 54 108 554 371 222 129 21 337 66 74 26 24 93 260 55 13 386 519 52 32 125 39 52 53 84 91 238 12 47 58
internal_value=-0.000167746 0.0424041 -0.0485786 -0.0374209 -0.0267623 -0.0186118 -0.0468215 0.0157928 0.0589872 -0.0569349 -0.0315536 0.0326889 -0.0601944 0.0701203 0.036672 -0.0148917 0.0840975 -0.0611528 -6.24049e-06 -0.0288564 -0.101779 0.0911562 0.0442346 0.0767531 0.0484817 -0.0238366 -0.0129398 0.018102 0.0449531 -0.0738256
internal_weight=978.64 520.723 457.917 396.945 354.667 327.021 179.688 147.333 403.84 171.149 112.002 130.109 18.9075 339.727 100.124 116.883 239.603 88.5905 64.1129 44.6842 24.9429 221.303 43.9938 38.3909 111.202 109.917 98.3487 56.5627 43.7761 12.7866
internal_count=4633 1741 2892 2338 1967 1745 1078 667 1174 1057 619 538 117 911 315 567 596 545 263 211 157 530 144 105 421 554 463 225 155 70
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=16 0 17 5 15 6 6 16 2 13 19 14 0 5 0 18 0 4 7 16 18 16 3 19 9 8 19 10 8 4
split_gain=169.179 43.7458 34.557 40.6956 33.449 34.7744 32.0282 28.6776 21.5074 22.4091 18.2731 17.9219 16.1825 14.4435 13.3013 12.8987 15.7498 11.7643 24.8958 11.1736 11.1726 21.0504 22.7072 22.7472 12.4434 11.0109 10.7853 16.3137 12.0191 14.0175
threshold=18.594956516900002 86.09518316945001 166.68115439205005 10.36813655115 29.171703351550004 15.045351532250001 14.825346391850003 13.534968349350001 185.00267682035005 108.49810477050001 12.651020723000002 245.99173885435002 103.37390357390002 12.182232021550002 71.096275259750016 15.125532671900002 93.047535894850014 371.16724128940001 26.366329164100005 22.724946859200003 13.829007611650001 22.624947093000003 90.988176966900014 14.551174033150001 195.46053662500003 8.6432548896500023 10.550851274900003 86.100560085750018 2.9476996444500005 323.22981966960009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 -4 5 7 15 26 9 10 12 14 -9 -12 -2 16 -3 -10 -19 -13 -8 22 24 -24 -22 -21 27 -5 29 -28
right_child=1 6 3 4 -6 -7 20 8 17 -11 13 19 -14 -15 -16 -17 -18 18 -20 25 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.11245747057199867 -0.099428494722271804 0.032595896807409479 -0.081789821398075391 0.074097273841029224 -0.10790089985285196 -0.10770868691499608 0.08914171469874245 0.048020430505932576 0.099340750438198011 0.1843464649519565 0.10275156559789794 -0.067335828126176653 -0.13874198996346085 -0.099827241899005881 0.035467883513628465 0.054624606225329109 -0.093751357236384752 0.09446550387332614 -0.16665670916783071 0.1360451047204505 -0.046999808633545463 0.12756139976531686 -0.16002553439793127 0.084980890664743028 0.069255372065053791 -0.03960618918988091 -0.15068705736309032 -0.13723609839212317 -0.14102374591261513 0.064181283374429507
leaf_weight=65.174889452755451 8.0001757442951185 17.312123492360115 119.99379954487085 12.286573290824892 31.528097689151764 25.643481343984604 174.61788696795702 41.272238999605179 54.98937863111496 6.2625030428171149 4.0633403882384327 49.981673046946526 5.2270305007696143 26.297651506960392 84.681110136210918 22.879467405378819 22.938727423548698 10.287624709308146 5.6600475534796706 5.9998231530189505 10.985575959086416 25.845763653516769 11.399589985609056 5.6763468384742728 56.86434979736805 8.8078285455703718 4.7904176861047771 5.1980607584118834 17.624206803739071 8.2910766527056676
leaf_count=555 66 56 940 43 256 222 427 140 144 12 15 299 44 188 277 73 142 32 42 11 52 51 72 15 159 41 37 47 147 28
internal_value=-0.000184063 0.0393606 -0.04519 -0.033635 -0.0113613 0.00199458 0.0591249 0.015904 0.0369642 0.00244776 -0.0123732 -0.00438267 0.0270263 -0.0727153 0.0238237 -0.00532946 -0.0394087 0.0774099 0.00178965 -0.044732 0.0733827 0.0485406 0.0244919 -0.078581 0.0504325 0.0315649 -0.0514235 0.0112693 -0.0871224 -0.0145031
internal_weight=950.581 505.99 444.59 379.416 259.422 227.894 348.52 202.25 154.06 83.1228 76.8603 157.471 46.4993 30.361 92.6813 63.1303 40.2509 70.9371 15.9477 64.7893 285.39 110.772 84.9259 17.0759 67.8499 14.8077 48.1903 17.4846 30.7057 13.0815
internal_count=4633 1741 2892 2337 1397 1141 1047 919 617 399 387 694 184 203 343 271 198 218 74 351 776 349 298 87 211 52 302 90 212 65
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=16 0 10 6 6 15 5 5 16 2 17 13 19 13 12 2 13 8 16 15 16 10 0 8 5 9 0 0 17 2
split_gain=141.971 36.9736 31.8432 31.1941 27.3712 21.801 23.0256 29.5106 28.11 23.4731 21.2677 21.4069 16.5068 21.1445 16.3196 16.0315 18.7746 14.8174 13.3844 12.8877 13.1291 12.2388 24.5463 16.5102 20.8004 12.981 11.9054 20.5586 13.6803 11.2474
threshold=18.594956516900002 86.09518316945001 90.937096262400004 15.635365317800002 14.865347326450001 30.054399297400007 10.36813655115 2.7155367820000005 13.534968349350001 185.00267682035005 192.64609805285002 79.003030621350021 11.850956171350001 108.49810477050001 247.65401887280004 314.93386866815007 116.60111757565001 2.9476996444500005 21.074950717600004 26.384523135650003 16.024962526700005 61.917879202350001 85.619326080400015 8.543332867800002 30.133297129900004 208.17787845895003 95.988709089550014 98.230883170350012 228.62331339670001 250.17063008210002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 5 -3 6 7 10 14 12 -1 -12 -10 26 -8 16 -2 -16 -18 20 -11 23 -23 -20 25 -25 -14 -28 -29 -22
right_child=1 4 -4 -5 -6 -7 8 -9 9 19 11 -13 13 -15 17 -17 18 -19 21 -21 29 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.20327137613456078 0.10059115586265216 -0.0017197203538263121 -0.11402857536507748 -0.11881478280121267 0.069176171972395437 -0.1124036603841945 -0.090374065964507658 -0.092943047765342249 0.091073972079041082 0.10819975903268644 0.15138429738240278 -0.1453265898318444 -0.12139829371205524 0.1254508813036192 0.076059403981249274 -0.14401639170844516 -0.11410074972781058 -0.1075582625549158 0.097380955125819166 -0.061618564277053381 0.059974265166515051 -0.14433951264467751 0.0033231012898448913 -0.014123982556908346 0.12968179762363161 -0.18736052942451056 0.035085231047697472 -0.10864666977414793 0.12991030783234331 -0.093234819350514725
leaf_weight=6.2202261537313488 17.505720138549805 68.188534714281559 54.016525037586689 37.213870517909527 270.42060095071793 24.907404184341431 43.659776240587234 62.915077567100525 13.429208159446715 45.20240993052721 3.9548141956329328 6.3131014332175255 16.152124874293804 8.0157063007354719 13.917019695043566 7.7692938297986975 11.223755612969397 6.423230752348899 24.042844340205193 7.4660908281803122 16.656398199498657 14.26130762696266 53.449846275150776 13.758533850312238 7.1861811727285376 6.3088066428899756 28.800579026341438 24.958896078169349 2.6600812375545493 6.7267524525523177
leaf_count=13 42 292 554 371 755 222 333 499 35 112 6 51 142 20 47 62 96 47 62 42 55 108 212 54 14 44 101 191 8 43
internal_value=-0.000193837 0.0363616 -0.0422381 -0.0319134 0.0548993 -0.0223562 -0.0152014 -0.0617341 0.000584015 0.0218428 0.0573521 -0.0310447 -0.011571 -0.0286759 -0.0559072 -0.00400363 0.00335946 0.0180749 -0.00971045 0.0631496 0.0767316 0.000134735 -0.0277776 0.0369789 -0.0163072 -0.0685864 -0.0456996 -0.0240281 -0.0856704 0.0158998
internal_weight=923.725 494.115 429.609 375.593 338.609 338.379 313.471 79.4032 234.068 170.068 16.4881 10.2679 94.0166 80.5874 64 155.506 147.737 20.3403 130.231 76.0517 68.5856 119.008 67.7112 51.2964 27.2535 20.0673 72.5717 56.4196 27.619 23.3832
internal_count=4633 1741 2892 2338 1047 1967 1745 569 1176 749 70 57 497 462 427 694 632 94 590 252 210 494 320 174 112 98 442 300 199 98
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=16 5 10 0 13 5 16 0 18 6 0 8 0 17 13 0 7 16 2 13 16 6 5 2 9 16 16 19 7 2
split_gain=119.307 31.9308 28.7728 27.9664 18.3245 19.3184 17.457 17.143 21.9771 15.3563 15.1785 14.8107 12.6425 12.0603 12.0426 20.666 15.6656 11.8159 11.749 12.2798 11.3663 11.3343 14.5858 11.2679 10.9468 10.9191 22.1033 16.9544 12.5422 11.6284
threshold=18.594956516900002 23.605484525250002 90.937096262400004 95.217121606100008 112.67059178900001 20.769304081650002 20.034953149600003 97.886760529650019 17.327266398450003 16.455384477450004 102.75018128760001 2.4480895352000007 86.09518316945001 240.41195881570002 109.34496908160001 95.550490414250007 23.109894804950002 16.684960983300005 199.01127796720002 117.61735474900001 15.054964794950001 3.6650856341500009 1.7284709126500002 131.42729508740004 226.58992707320002 16.224962059000003 14.184966829400002 11.950964240300001 21.442433661550002 217.42844949650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 14 17 25 12 -10 21 -6 -13 15 16 -2 20 -11 -20 -5 22 -12 -14 -3 26 28 -28 -9 -29
right_child=1 24 -4 7 9 -7 -8 8 10 18 11 13 23 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.071167651419477632 0.086372220491284374 -0.021429289093224037 -0.1105483308275152 -0.028460365435449633 0.0012700997300365859 -0.15748884638433963 -0.11310147490543652 0.098094997090430847 0.09612347022908542 0.039569367924785791 0.13111468614383995 -0.14254810785785363 0.11309603020977972 0.025775142459458708 0.074747894724277272 0.073417088727626506 -0.13470861146312937 -0.039543454358171318 -0.16133849898243316 0.072058209384413485 0.090661031148974891 0.18013957213097542 -0.13659883325578046 0.060712017103250852 0.11505893429492108 -0.11564738770969958 0.082977947020113504 -0.074856649825207108 -0.085282945011654773 0.051207011318822528
leaf_weight=112.92831122875214 4.2108126282691982 104.2781905606389 50.335624784231186 10.533657379448412 19.694470390677452 6.551773637533187 8.686863034963606 3.9705311432480803 20.695821478962898 90.658621601760387 3.8986360430717486 10.530444048345091 79.541922882199287 7.1447435244917861 39.100828371942043 16.660750575363636 13.419880487024782 15.447869084775446 6.1723729223012906 3.5512138903141022 33.435881420969963 5.2137765884399405 4.2576420456171036 84.882178165018559 6.2271366417407981 19.647423401474953 20.83074264973402 21.730685882270336 61.505825966596603 11.031652413308619
leaf_count=934 10 554 554 51 70 50 50 10 54 271 7 90 172 36 107 45 101 107 44 13 84 16 37 241 13 159 67 150 493 43
internal_value=-0.000234039 0.0334775 -0.0396981 -0.0298683 0.0474607 0.00775671 0.020947 -0.0112036 -0.0258334 0.0598298 0.0297868 -0.0144354 0.0769844 -0.0745077 0.0368133 -0.00644162 -0.0819069 0.0356912 0.0283652 -0.0760982 0.0621235 0.0649801 -0.0086339 0.0860533 -0.013738 -0.0465796 -0.0351829 0.0124401 -0.0741628 -0.0324088
internal_weight=896.776 483.637 413.139 362.804 373.132 88.6309 82.0791 249.875 190.458 284.501 51.7411 31.0452 184.119 17.6752 73.3923 34.2914 17.6307 59.4174 100.382 9.72359 43.9695 13.3701 8.15628 164.424 110.505 138.717 119.069 53.5931 65.4764 32.7623
internal_count=4633 1741 2892 2338 1174 363 313 1404 1162 811 240 186 483 126 263 156 111 242 328 57 135 60 44 413 567 922 763 260 503 193
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=16 3 17 5 15 6 15 9 13 16 13 6 10 10 2 9 10 4 3 15 5 2 2 13 19 2 7 9 4 18
split_gain=100.131 27.4714 26.4786 27.8938 24.4253 24.6143 20.7358 21.5844 19.4991 34.5578 18.6324 19.215 17.8461 24.6109 17.5412 16.4029 16.0324 14.9715 13.4531 11.8676 14.3212 11.8401 11.1114 14.6063 15.2759 11.0944 10.4803 10.4718 10.6827 11.7517
threshold=18.594956516900002 93.883646373400012 166.68115439205005 10.36813655115 30.054399297400007 15.470361462550001 46.674706678850008 181.33671263215004 115.13321943645001 21.074950717600004 95.811270852950017 6.5151522255000005 61.917879202350001 60.87206898960001 108.01392853780001 187.45330412110005 58.309968391300011 398.74932484100003 108.48197402175002 28.298162031900002 21.836296031200003 216.39684782960003 185.00267682035005 108.49810477050001 11.850956171350001 305.67240907785003 21.034091097450002 199.89081775665002 371.16724128940001 17.448621627850002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -4 5 10 7 19 9 21 11 -5 13 16 -10 -14 18 -16 25 -2 -21 -9 23 24 -12 -3 -13 -24 29 -29
right_child=1 12 3 4 -6 -7 -8 8 14 -11 22 26 15 -15 17 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.1007914005269601 0.046048181575298053 0.082133364840785178 -0.069398177890350923 0.15458725062099851 -0.10530408187352297 -0.10786038459840459 -0.061853305113037486 0.041066505489755128 0.10785276712929033 -0.23224044989594181 0.067161971721311983 0.046472232158328741 0.0034713682548205512 0.08632285768831198 0.034369037060361596 -0.1493565432344604 -0.13130446973487739 0.11986039540549405 -0.10005281960720556 -0.26387138433939733 0.015870492618884163 -0.086601292324890417 0.090714037869981945 0.13613953650441016 -0.033208255547342067 -0.08364879188990211 -0.11226327805561009 -0.010393695815311202 -0.097717363107322819 0.12267601041689372
leaf_weight=56.023039758205414 4.6048383563756925 17.494145244359977 105.70653826743364 3.8192056715488425 23.131874479353428 18.367875918745995 17.784080140292645 106.52187974005938 81.760357692837715 5.1586066260933867 20.01371593773365 5.0516917556524303 12.496018402278425 27.041417650878429 115.22354254126549 16.034323811531067 12.388005547225474 24.913366511464119 9.0893245413899404 4.7760020643472672 2.9668930396437645 7.7958980053663245 39.53826417028904 7.5825474709272376 62.568303190171719 5.2475589811801902 23.546436190605164 16.617323108017448 6.7313034161925307 11.04945322871208
leaf_count=555 14 47 940 9 227 201 100 378 182 35 68 23 55 70 387 122 87 52 82 35 11 47 119 17 379 37 208 77 46 23
internal_value=-0.000227502 0.030998 -0.0370419 -0.0266515 -0.00766717 0.00284316 0.0435108 0.0488082 0.0535063 0.0209356 0.0131902 -0.0560884 -0.0155853 0.0111728 0.0710434 -0.0824194 -0.0347839 0.0495676 0.00277994 -0.0810772 -0.156681 0.0323602 0.0268759 0.0033124 -0.00888358 0.0438798 -0.0842236 0.0556113 0.0152631 0.0427512
internal_weight=871.044 471.296 399.748 343.725 238.018 214.886 371.505 353.721 341.374 119.476 196.518 32.4173 99.7908 71.2605 221.897 28.5303 44.219 140.137 31.831 12.3477 7.7429 114.318 164.101 90.1646 82.582 22.7417 28.5981 73.9363 34.3981 27.6668
internal_count=4633 1741 2892 2337 1397 1170 1241 1141 1081 460 969 240 500 323 621 177 253 439 166 60 46 425 729 464 447 84 231 265 146 100
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=16 10 6 0 18 16 9 3 19 15 12 13 9 5 13 18 2 13 16 2 4 2 0 16 16 3 9 6 10 2
split_gain=83.8934 25.0227 24.6208 23.5983 20.7278 26.7243 16.8506 17.4556 17.6023 16.4335 15.9443 19.0206 17.7205 14.9643 21.5147 16.5071 12.3685 14.8211 12.5733 11.4773 11.4185 11.3659 14.8037 11.3018 18.6318 11.1807 11.1292 11.0885 13.521 10.0866
threshold=18.594956516900002 90.937096262400004 15.635365317800002 86.09518316945001 13.829007611650001 22.624947093000003 196.40176798710004 90.988176966900014 14.551174033150001 30.054399297400007 206.14208420540004 108.49810477050001 31.257715529350005 2.7155367820000005 95.937628385050019 17.370891598500005 314.93386866815007 116.67639440335002 21.074950717600004 100.92170827030002 195.04069921150003 325.13486840910008 109.03310793845002 12.604970524100002 16.094962363000004 76.190903416900014 194.29956510785004 16.375382608200002 62.186725015400008 221.01224434660003
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 20 6 19 -8 -9 10 11 13 29 -1 -15 23 17 -2 -19 26 -5 -14 -23 -16 25 -25 -6 28 -20 -12
right_child=3 -3 -4 4 5 -7 7 8 -10 -11 12 -13 21 14 15 -17 -18 18 27 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.098059712357819295 0.087551444777376072 -0.10515545231639517 -0.11043375044322419 0.09780374396925838 0.075851193140702891 0.10658162125895239 0.032766824357064135 -0.13992840191417097 0.0790128982984801 -0.10128372935279509 0.09487822884642623 0.11215921312461426 0.040317705478432664 -0.12638884051091612 -0.12822128865327548 0.12875327977851736 -0.13452976463843797 -0.12555543249069664 -0.21328920186528541 -0.16602925783009234 0.043956329341293274 -0.11315982212770698 0.083279989320145367 -0.12897536578453225 -0.08372116986830036 0.02144506118416829 -0.12664254211369552 0.0076037271654973487 0.040961220753638956 -0.12863847644795129
leaf_weight=7.4060198962688437 17.775823310017586 44.385146111249924 30.949782893061638 75.519059054553509 6.0286978632211703 28.010371580719948 88.432927377521992 12.557500548660757 5.1896529272198668 21.501109130680561 2.4347311630845061 8.6322678476572019 101.23902006447315 27.937211714684963 12.219750560820101 6.308909833431243 6.9432587474584571 8.7647183835506421 5.1491653174161893 9.3703657984733564 82.293301656842232 11.480087935924532 5.7616375088691703 5.4332473948597899 35.302117437124252 54.594669006764889 4.9367622807621956 106.0011246278882 3.5225085318088531 11.822384551167486
leaf_count=26 46 554 371 186 17 67 324 79 14 222 13 21 421 291 128 16 62 92 38 67 262 93 24 54 307 235 31 445 11 116
internal_value=-0.000209264 -0.0345033 -0.0253614 0.0286418 0.0442329 0.0181994 -0.00136829 0.0146032 -0.0759052 -0.0169243 -0.0106821 -0.032164 0.0148613 -0.040514 -0.0477517 -0.0284567 -0.00422665 0.00218017 -0.0101139 -0.0847605 0.0697243 0.0275359 -0.0475159 -0.0376787 -0.0260726 0.00783021 -0.0153136 -0.00129038 -0.11001 -0.0904678
internal_weight=847.903 387.408 343.023 460.495 312.339 154.526 126.516 106.18 17.7472 312.073 290.572 157.834 132.738 149.202 141.796 113.859 148.157 141.213 123.438 20.3358 157.812 118.481 17.2417 107.55 95.33 60.0279 10.9655 114.673 8.67167 14.2571
internal_count=4633 2892 2338 1741 1047 599 532 417 93 1967 1745 1078 667 1057 1031 740 694 632 586 115 448 538 117 724 596 289 48 494 49 129
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=16 10 6 0 6 7 0 0 18 15 12 15 16 16 7 9 4 2 13 16 7 2 17 13 17 18 3 18 10 16
split_gain=70.5552 22.6866 22.1353 19.9399 18.7743 15.5298 16.4707 14.3371 15.739 12.7014 13.0353 21.7394 12.4638 18.7659 22.046 11.5647 11.5042 10.823 12.3507 11.1681 10.3005 11.6571 10.5753 10.0197 12.0094 15.7539 9.54288 13.6232 17.7948 9.27832
threshold=18.594956516900002 90.937096262400004 15.635365317800002 86.09518316945001 15.205355270700002 19.506002767000002 95.217121606100008 97.886760529650019 17.327266398450003 28.579157549250002 367.09662155515008 38.567335632300008 17.684958644900004 9.7049773055000017 26.296311413900003 194.57718764590001 191.74731805145004 314.93386866815007 116.67639440335002 21.074950717600004 20.869210126600006 74.766480717350007 188.70679832985002 109.64607639220002 180.67147619190004 13.900697602550002 92.238309997550019 14.057318556550003 62.025417527550012 16.224962059000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 9 -1 23 -8 29 -5 11 16 13 -10 -15 -6 -11 18 -2 -20 -21 22 -22 24 25 -7 -17 28 -28 -9
right_child=3 -3 -4 4 15 6 7 8 12 10 -12 -13 -14 14 -16 26 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.11314128029258393 0.081034065828581262 -0.10230337402550474 -0.10761646473551162 0.065078566973677546 0.085279878636515982 -0.070860945738084796 0.036642683381836551 -0.028909086227777433 0.10191951248281284 -0.10750336937034406 0.097534855191401565 -0.1869853153341631 0.13477518982416245 0.13620711138854089 -0.091224845629642601 0.062659216416617453 0.012215148608608738 -0.13025141363280868 -0.12257930535571882 0.1034001914090682 -0.17169201935464229 0.0021721154314899307 0.023225210495430974 0.085458493515914058 -0.11818698533780025 0.10119083376785404 0.08299111507990159 -0.11904979108282546 -0.038862282993756325 -0.10664163804560747
leaf_weight=9.0697464272379857 17.309777840971947 41.223740004003048 28.700073957443237 24.376163847744465 87.392811343073845 21.568169586360458 56.20966711640358 109.30876275897026 12.927078887820242 9.9957326427102071 8.3793283849954587 8.1859019845724088 8.8157801628112775 5.344934061169627 21.038534887135029 69.082210190594196 40.746477954089642 6.4781152456998816 8.1132165342569333 8.7040456533431989 7.790414094924925 93.643625192344189 4.3309784680604935 4.1561543196439734 31.062505252659321 7.0652832090854636 25.822817549109459 7.4282940104603759 22.363379776477814 17.865140803158283
leaf_count=21 46 554 371 71 239 177 241 762 39 72 22 62 17 13 171 206 162 62 92 23 46 411 14 11 332 24 70 47 96 159
internal_value=-0.00024516 -0.0323228 -0.023663 0.0264318 0.0410414 -0.0157484 -0.0197062 -0.00730448 -0.0213961 0.00323011 -0.019169 -0.0357638 0.0273125 0.00321294 -0.0451502 0.0573867 -0.0113683 -0.00388859 0.00196301 -0.00920257 -0.00116677 -0.00977222 -0.102048 -0.0646714 -0.0751237 -0.0284073 0.037838 0.00700601 0.0264385 -0.0398288
internal_weight=824.499 374.356 333.132 450.143 303.773 304.432 295.362 231.51 175.3 91.6836 67.3074 58.9281 48.1263 39.3105 26.3835 212.09 50.7422 146.37 139.892 122.582 114.469 105.765 12.1214 63.8521 59.696 28.6335 124.697 55.6145 48.1862 127.174
internal_count=4633 2892 2338 1741 1047 1967 1946 1402 1161 389 318 296 240 223 184 658 234 694 632 586 494 471 60 544 533 201 419 213 166 921
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=16 17 5 15 5 6 16 13 2 8 15 16 19 2 13 19 18 7 4 18 6 0 17 9 15 13 15 5 19 10
split_gain=59.1339 20.9997 19.708 17.9278 17.924 17.5061 15.359 13.6454 21.1161 14.6913 16.9667 15.7255 14.4163 10.6181 11.0445 10.4443 10.3283 9.42426 13.2205 12.4425 12.7841 9.0546 10.055 8.98046 9.2166 8.70074 8.62347 14.0252 8.5038 10.1492
threshold=18.594956516900002 166.68115439205005 10.36813655115 29.171703351550004 23.605484525250002 15.045351532250001 13.534968349350001 115.13321943645001 216.39684782960003 8.8430989333000021 32.84618138455 22.454947490600002 14.451165964200003 185.00267682035005 108.49810477050001 11.850956171350001 14.032563378150002 25.350214218950004 371.16724128940001 17.108018746400003 13.705320222600003 98.230883170350012 230.32451555280002 226.58992707320002 52.561095883800007 116.86189801435002 23.008892218750002 17.089764221050004 10.550851274900003 86.100560085750018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 7 6 28 8 12 11 -11 -9 -2 14 15 -8 -5 -15 19 20 -19 26 -23 24 -6 -13 -17 -28 29 -4
right_child=4 2 3 16 23 -7 13 9 -10 10 -12 25 -14 17 -16 21 -18 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.091736075946069626 0.029424663257487445 -0.059106159719562436 0.066491017494409776 0.060651257587986424 -0.011761532431597591 -0.087716208224097356 0.080940279518078292 0.11939670348521916 -0.13532429759829306 0.063543838105267314 -0.16154634315254685 0.10589694279586798 -0.13045383211175346 0.099386086568808651 0.13500384842954052 0.054985958746265585 -0.11535863774742677 -0.13243876733543511 -0.11744206556742881 0.11115327627670651 0.095945978633054207 -0.091864571546237506 0.12303800174938616 0.10938174886341495 -0.14770413987573125 0.036414063333541281 -0.14732888492676752 0.04879257331816228 -0.07354510306178251 -0.12609343780311597
leaf_weight=48.025522239506245 103.29692102223635 93.937784589827061 11.547637104988096 4.0009102448821094 92.796194732189178 18.262902826070786 11.597804039716719 33.818015389144421 9.4228228554129583 6.5814000442624074 6.8178411945700645 20.479913413524628 5.9656330645084372 32.055020593106747 6.0768113732337943 18.923917837440968 19.997880823910236 5.6487070024013573 5.5786008238792411 14.795809164643286 4.3295588195323944 21.496057167649273 2.4225694537162772 5.7628009766340247 5.2704910561442366 150.15603740513325 7.1508004665374738 7.4403266683220863 25.830592907965183 3.5863324627280226
leaf_count=555 390 940 43 27 507 222 32 81 64 18 40 51 34 87 12 61 229 39 44 37 11 191 7 13 47 496 61 35 212 47
internal_value=-0.000243505 -0.0301435 -0.0207434 -0.00441803 0.0243834 0.00553524 0.0150771 0.0355894 0.00830853 0.050452 -0.0509872 0.0570999 0.0206954 0.0310879 0.00575872 -0.00561868 -0.0860155 0.0615719 0.0216368 0.0529545 -0.0333429 -0.0230979 -0.0700984 -0.0119384 -0.0190676 0.0447535 0.010445 -0.0473224 -0.0386703 0.0208538
internal_weight=803.074 362.706 314.68 220.742 440.368 196.743 178.481 336.539 118.685 217.853 13.3992 204.454 109.263 137.516 75.1083 69.0315 23.9988 62.4077 30.3527 24.7741 9.97827 57.4337 23.9186 103.829 98.0667 170.636 33.515 14.5911 40.9646 15.134
internal_count=4633 2892 2337 1397 1741 1141 919 1174 488 686 58 628 424 617 399 387 256 218 131 87 50 355 198 567 554 547 157 96 302 90
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=16 10 6 3 9 12 18 10 10 7 9 16 7 10 10 15 6 19 13 18 9 2 17 16 18 9 4 2 6 2
split_gain=49.5678 19.6376 18.6482 15.7255 14.7372 15.0327 19.9609 14.3753 18.9317 14.0897 13.6173 13.1233 12.9918 15.0328 12.4996 12.4452 19.7947 15.3257 14.0108 12.4677 12.3971 18.4214 13.6907 12.1179 12.0281 13.0477 13.9246 17.0147 19.6105 10.2003
threshold=18.594956516900002 90.937096262400004 15.635365317800002 93.883646373400012 181.33671263215004 133.01805689090003 13.581061237400002 61.917879202350001 60.87206898960001 23.109894804950002 187.45330412110005 22.624947093000003 19.506002767000002 65.571493801650021 58.309968391300011 29.171703351550004 13.665319288000001 13.051052998800001 101.66942111915002 14.032563378150002 194.82237869650001 200.24623605120004 190.37043331840002 15.054964794950001 13.480563334700001 196.40176798710004 310.44950696480004 253.84121610105004 15.945372561050002 203.29256851545003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -2 6 -6 8 14 20 -9 24 -1 -14 -5 16 18 23 29 -17 21 -7 -22 -18 -11 -26 -27 -28 -29 -15
right_child=3 -3 -4 7 5 9 -8 10 -10 11 -12 -13 13 15 -16 19 17 -19 -20 -21 22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.10685429873524631 -0.075769949451034102 -0.09779456582716288 -0.10301773985737635 0.0041574606713329796 0.096184436876766671 0.038411077915022032 0.013353214255979899 0.0035868504583016765 0.078352564240386946 0.088133486858713417 -0.13811830338532177 0.074243979543113056 -0.12957431738978969 -0.03517488434236888 -0.11831042741806515 0.099499039127959682 -0.02949472091328427 -0.097759671699587811 -0.1015584341264348 -0.11280569404921525 -0.051332219546089498 -0.17070990284131279 -0.3075320495543421 0.088255235711758723 -0.10961439248340805 0.041830922480728616 -0.15700436775979781 -0.13388986903235223 0.066187007171393974 0.014303017757555006
leaf_weight=8.7736743688583356 12.137155644595621 36.341289844363928 24.988478049635887 28.818101890385151 75.166795328259468 21.848289415240291 47.464176885783672 12.27008591592312 25.774069137871265 18.224967166781425 15.16006765514612 51.283116616308689 11.326719805598257 88.994286119937897 11.724687941372393 3.2226307690143612 11.091889068484305 6.6615723147988311 19.508894175291061 19.52553927898407 6.4125362411141378 5.2185020968317977 3.0912476107478142 41.217128850519657 9.8301538825035077 56.233429498970509 9.0392931103706342 7.0633961632847813 15.986195415258406 78.349600069224834
leaf_count=21 61 554 371 166 199 74 194 55 70 52 122 152 126 718 87 16 56 66 165 237 32 40 25 118 62 185 67 45 53 444
internal_value=-0.000224413 -0.0282059 -0.0201432 0.0224068 0.0324313 0.0364491 0.0641247 -0.0138431 0.0113413 0.0198312 -0.0747306 0.0320983 -0.0129693 -0.0167253 -0.0312594 -0.011966 -0.00541762 0.0450944 -0.0213592 -0.0827294 -0.036408 -0.00190764 -0.134665 0.0632869 0.0135263 -0.000326812 0.0118367 -0.0407259 0.00487476 -0.0120096
internal_weight=782.748 350.002 313.66 432.746 338.999 326.862 122.631 93.747 66.3169 204.231 27.4302 167.661 288.672 279.898 40.5428 268.572 245.823 58.9706 186.853 22.7482 36.5706 27.0668 9.50378 52.309 116.377 98.1525 88.3223 32.0889 23.0496 167.344
internal_count=4633 2892 2338 1741 1241 1180 393 500 323 787 177 616 1967 1946 253 1820 1567 240 1327 253 171 114 57 174 464 412 350 165 98 1162
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=16 10 6 15 10 10 16 16 16 4 15 17 5 5 17 13 16 19 12 9 16 16 7 15 17 13 12 8 2 18
split_gain=41.5498 17.8215 16.8095 13.8906 17.4152 12.2159 21.527 12.0556 11.9407 11.5935 10.9565 11.5771 11.7268 20.9107 16.4825 15.484 12.6635 12.2838 14.2147 11.737 11.1348 11.3272 10.3281 10.6921 10.2539 10.0756 15.1775 12.795 8.98518 8.52016
threshold=18.594956516900002 90.937096262400004 15.635365317800002 46.055224235250002 60.87206898960001 64.369753017350021 21.074950717600004 23.044946110900003 22.454947490600002 398.74932484100003 31.445204138150004 162.04221493815001 10.36813655115 2.7155367820000005 192.64609805285002 79.003030621350021 11.864972254500001 10.650859343850001 175.541285848 204.20786774030003 17.809958352600002 15.954962690350003 20.869210126600006 34.969820938750011 204.55825889135002 88.504041654350019 216.20511703005005 1.3489472949000001 243.75909071190003 13.164254432300002
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 8 -7 29 -6 24 11 -1 13 14 -13 -16 17 18 -14 -18 21 -21 23 -2 -10 26 -15 -28 -26 -5
right_child=3 -3 -4 7 5 6 -8 -9 9 -11 -12 12 16 25 15 -17 19 -19 -20 20 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.098046021347124993 -0.032708813439115463 -0.095236368974474822 -0.10062744638720605 -0.13671630451524064 0.095672119479180529 0.017567351968145899 -0.17202540614930956 0.11583235270401936 0.033813381644935352 0.10973340179871918 -0.10005825971982683 0.18591262990164079 -0.11708365637396433 -0.12047695558805803 0.1376675007528812 -0.13322758693014547 0.042920090736744569 -0.13539230493823637 0.058016229599604285 -0.0098401362668083872 0.05932687728604439 -0.12530114602266143 -0.12566234876832735 0.14179779017264166 -0.15819105616751783 -0.10141024091007816 -0.059476622266672496 0.18141264059095208 0.040947759160229323 -0.025597805491985065
leaf_weight=13.434475861489771 23.632486425340179 33.721327356994152 23.120249509811401 9.5758589804172498 41.323009811341763 111.87337543815374 6.3275403827428809 4.5960082113742819 158.18784220516682 19.264094054698944 13.443074580281971 6.3570874482393256 7.1275463476777139 6.5291765034198752 3.5055913925170881 5.3001087978482246 96.665208533406258 10.724150665104387 13.264152869582174 36.466898791491985 16.167109839618206 11.07788799703121 9.9199327602982503 4.1237404495477668 5.3766765743494016 34.085860140621662 3.8184890598058683 5.2182964086532593 3.9159873127937317 24.697733320295811
leaf_count=150 175 554 371 90 118 455 39 10 536 50 183 13 97 79 6 52 427 109 51 200 84 107 65 7 39 360 32 17 14 143
internal_value=-0.000213 -0.0262377 -0.0186416 0.020716 0.0264831 0.0335083 0.00741806 -0.0362499 0.0470301 0.0362666 -0.011948 -0.00755686 -0.00281383 -0.0395801 0.063204 -0.025383 0.00963044 -0.0487517 -0.00318674 0.0209576 -0.0123645 -0.0367424 -0.0380828 -0.00678238 0.0278162 -0.0709685 -0.0043082 0.079625 -0.0742727 -0.0566437
internal_weight=762.841 340.027 306.305 422.814 383.945 346.269 118.201 38.8696 228.068 186.745 283.185 269.742 256.308 64.8146 15.1628 8.8057 191.493 31.1158 20.3917 160.377 63.7119 47.5448 37.6762 27.7562 167.481 49.6518 15.566 9.03679 9.29266 34.2736
internal_count=4633 2892 2338 1741 1498 1251 494 243 757 639 1967 1784 1634 559 71 58 1075 257 148 818 391 307 247 182 589 488 128 49 53 233
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=16 8 9 13 16 9 6 4 15 2 2 13 15 9 16 4 16 8 15 8 7 17 3 9 9 0 0 18 7 2
split_gain=36.986 21.0433 26.6915 16.4628 15.6194 15.507 12.9811 16.8271 14.1647 17.6732 11.2798 11.2212 10.5502 11.1976 10.2879 12.7941 10.124 10.022 9.84659 9.76635 8.01182 10.7422 8.90136 7.71718 8.02662 12.6552 9.64957 8.81313 14.4321 9.96063
threshold=11.949972055800002 5.1459841250500009 74.737174262250008 98.050756475600011 12.344971132100001 177.59430306730005 5.0851188130000002 224.75522095420004 17.319441631400004 213.37240936950002 285.01633004880006 73.265860971000009 46.055224235250002 199.39609444495002 16.234962035600002 288.9215833647001 23.044946110900003 8.0437227585500022 26.384523135650003 2.8477776226000002 23.209106085000005 192.44445991605002 93.292185584700022 180.48474949425002 186.70853236170004 85.732241321850012 85.495657006400009 13.829007611650001 23.883283491600004 121.84632764400003
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 -5 8 18 9 -6 17 -12 13 23 -9 -16 20 -1 -8 -13 -14 -22 -23 -7 -25 26 -26 29 -29 -27
right_child=1 3 -4 5 6 12 7 14 -10 -11 11 19 16 -15 15 -17 -18 -19 -20 -21 21 22 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.10212447901533624 0.15901691890987538 -0.08898592957855983 -0.12097277897617145 0.14986859744886635 0.12286249571659363 -0.080385457581907516 -0.11802751671441403 0.086170643028335811 -0.11370252863627617 -0.12257756746047124 -0.12359478453302974 0.059378357077725034 -0.11481015211735429 0.0067470423806676519 0.051990404193332097 -0.095627273144521574 0.10890617336504789 0.035486262017008018 0.070080541509060332 -0.11933545875653806 0.11511559971996353 0.0072268025217638978 -0.14556936401713383 0.078676437419674158 0.0096621008820588945 0.084417523309844283 -0.15466201937695237 -0.081769963403581947 0.036526327300096632 0.020925344051447227
leaf_weight=51.173666954040527 5.4281020909547797 14.376379419118164 25.102895900607109 8.9661857485771161 7.0892949700355512 5.3967205956578246 12.783283092081549 24.376818761229515 21.752833642065525 5.0049422532320023 6.5388617962598827 16.788996398448948 12.715734548866747 248.32746342197061 15.103516288101675 9.6051437407731992 4.409277692437171 5.9028207622468463 3.55704441666603 3.7388157472014418 4.916669704020026 9.5075047612190229 6.3652912825345984 44.182139165699482 8.7336564362049085 56.938584305346012 6.0484874770045272 13.719393406063316 41.53668924421072 43.650725446641445
leaf_count=704 20 147 379 20 31 26 161 93 252 58 100 105 119 1259 63 81 10 37 15 53 15 41 58 125 32 172 37 77 187 156
internal_value=-0.000243116 0.00772177 -0.0283632 0.0165629 -0.00615932 0.019507 -0.0151909 0.0108182 -0.0654661 0.0212924 -0.0626795 -0.00951131 0.0171991 0.0213048 0.0400789 -0.00539389 -0.0335385 -0.0878928 -0.0770792 0.0268285 -0.0522842 -0.0140406 -0.0540473 0.0377217 0.0406889 0.0308525 -0.0575753 0.03924 0.00715484 0.0568651
internal_weight=743.738 659.595 129.804 529.791 104.701 515.415 99.2729 65.4258 33.8471 12.0942 84.1432 27.0667 506.448 468.534 49.0855 24.7087 37.9145 57.0765 16.3403 20.5278 33.5052 20.7895 15.8728 220.206 214.81 170.628 14.7821 155.845 55.2561 100.589
internal_count=4633 3634 1153 2481 774 2334 754 413 341 89 999 258 2314 2071 237 144 243 741 176 158 233 114 99 812 786 661 69 592 264 328
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=16 8 9 0 8 6 10 15 18 4 12 17 2 13 8 5 15 3 3 19 2 4 7 13 0 5 6 6 8 15
split_gain=31.577 17.7332 24.0552 14.3664 13.7691 13.2301 18.4279 14.0825 19.4007 10.6035 11.3421 10.2632 9.99838 9.86611 9.15972 16.3944 10.9725 16.1705 25.878 12.5304 10.8926 10.7791 9.44245 11.1368 9.41698 9.16137 10.6999 17.6178 8.93562 8.58834
threshold=11.949972055800002 5.1459841250500009 74.737174262250008 102.75018128760001 7.3442686056500008 5.0851188130000002 79.328334055150009 17.480288512750004 16.291971004950003 224.75522095420004 324.31852928155007 240.41195881570002 285.01633004880006 73.265860971000009 8.8430989333000021 30.133297129900004 46.055224235250002 85.589753040950015 84.812788641250009 12.851036860900001 71.708303056200009 371.16724128940001 23.209106085000005 117.61735474900001 85.799452775150016 13.252098438300001 13.665319288000001 13.775321858200002 8.0437227585500022 26.384523135650003
decision_type=2 2 2 2 2 2 2 2 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 5 4 -3 7 9 8 -2 29 -11 -5 28 -14 16 20 17 18 21 -20 24 25 -18 -24 -16 -6 -27 -28 -1 -7
right_child=1 3 -4 11 14 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 22 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.098454992743456524 0.12141347811298708 0.1446458770351019 -0.11899358271221866 -0.1124921676789952 0.092165075022180826 -0.1140589417648622 0.14386686241582167 -0.10992202014445639 -0.12366178300152389 0.044213127637073246 -0.10552044804403025 0.040180083916524084 -0.12157516986369504 0.024247870843005673 -0.082121464433155725 0.10889606545556506 -0.10873892816427565 0.039077472411940872 0.12535065422198877 -0.13027632104207346 -0.1022477573208618 -0.11725814666745785 -0.059393811456372514 0.085795197628694711 0.099180391236422541 -0.035408026567431035 0.11164490221066997 0.00084669729796162541 0.031940197720415758 0.063350764089666098
leaf_weight=47.941549826413393 7.9833843037486059 8.5114465951919538 23.072448536753654 14.520396899431946 15.977726712822912 11.881217591464518 10.13562963157892 20.210010565817356 5.4251578971743584 36.572013769298792 5.8709980472922316 6.3194203637540332 6.0098556913435486 20.351722966879606 5.1673982255160791 7.0271662324666968 11.409367099404333 274.05908850952983 2.1328793726861504 18.995997354388237 21.101528618484735 5.8563120551407328 12.134172610938551 9.3572221472859365 6.4294964112341404 33.733516599982977 20.284674167633057 49.061432559043169 5.9023671559989443 3.5422105193138114
leaf_count=704 34 21 379 155 53 160 29 252 65 163 56 36 100 158 29 16 113 975 6 203 142 53 80 32 16 229 50 272 37 15
internal_value=-0.000273096 0.00706615 -0.0268156 0.0151584 0.0185409 -0.00588702 0.0194829 -0.0572041 0.0222549 -0.00230366 0.023501 -0.0661962 -0.0594563 -0.00899655 0.0163625 -0.0296793 0.0204001 0.0247555 -0.00212061 -0.104472 -0.0594603 0.0151919 -0.0352129 0.0038206 0.0183951 0.0217069 0.0107857 0.0332567 -0.0841611 -0.0733143
internal_weight=726.978 646.772 124.693 522.079 501.239 101.621 68.0021 33.6186 13.4085 57.8664 42.443 20.8398 80.2055 26.3616 492.728 39.7256 453.002 420.102 146.043 21.1289 32.6984 124.914 32.9008 21.4914 11.5969 119.057 103.08 69.3461 53.8439 15.4234
internal_count=4633 3634 1153 2481 2290 774 423 351 99 394 219 191 999 258 2269 203 2066 1841 866 209 187 657 225 112 45 604 551 322 741 175
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=16 3 6 15 18 7 3 13 6 15 2 7 12 10 8 5 9 6 17 9 12 7 18 7 9 2 17 2 19 7
split_gain=26.831 15.2227 15.0599 14.462 16.094 11.5746 13.1937 17.8529 11.8573 16.7615 11.977 14.425 15.4209 13.536 11.749 11.3156 11.0182 10.7466 10.4012 9.66778 11.9044 14.2935 11.3962 10.5262 9.33763 13.5573 10.301 8.95272 8.87235 8.70753
threshold=11.949972055800002 103.28787291370001 4.9151148409000003 17.480288512750004 16.291971004950003 19.250086031950001 93.883646373400012 117.67650082785001 14.825346391850003 28.579157549250002 205.16057895720004 26.366329164100005 285.94642765385009 73.007768990450018 8.543332867800002 30.133297129900004 71.932467616300016 16.625388449550005 202.02515103195003 181.33671263215004 133.01805689090003 23.109894804950002 13.581061237400002 23.225757870600003 194.82237869650001 200.24623605120004 190.37043331840002 285.01633004880006 8.9507221716000007 23.960918281000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 4 -2 -4 8 -8 9 10 -7 13 -13 -12 -9 17 -3 -16 29 -10 22 24 -21 -24 25 -22 -26 -1 -29 -11
right_child=1 16 5 -5 -6 6 7 14 19 18 11 12 -14 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.080499085064928713 0.10653427184334155 0.0015626028773607665 0.12680297960147144 -0.11947719736951352 -0.12112393894859622 -0.0015234248771161393 -0.078610044495203202 0.088575173902435952 -0.092276091432027155 0.013674570037932113 -0.054872869518178262 0.065290605817442657 -0.13500176040228165 0.11630271148996044 0.055485448883498614 0.097115402322418262 -0.10958996672499195 -0.12711241824394715 0.0022649519369227602 0.086754646899753762 0.02848442152758713 0.033841494289836231 -0.095607600114574476 0.044441499917110674 -0.048945775886887907 -0.16264025415607108 -0.2711285208010516 -0.12139545337515639 0.021872278215837176 -0.11060609761631812
leaf_weight=50.848375353962183 8.1771619766950625 16.96427945047617 8.9486999958753568 17.000005111098289 5.0064299851655951 108.04326399043202 35.241693124175072 15.13974794000387 6.0951859056949607 7.2618007920682421 5.4204334653913966 8.6341173350810987 6.9286945052444926 31.268114507198334 4.6336866542696979 5.3866594284772864 18.802545983344316 10.588201053440569 25.786390025168657 65.266287013888359 20.114625863730911 130.31279606372118 6.9237525202333954 23.864971712231636 6.1506581380963308 4.5511485785245887 3.1581552252173424 5.4776323027908829 20.498792443424463 25.20401394739747
leaf_count=741 34 120 26 240 65 642 330 39 33 38 38 33 70 81 14 13 343 72 138 202 74 488 39 83 32 40 25 91 167 282
internal_value=-0.000302294 0.00649246 0.0103006 -0.0585206 0.0200817 0.0139777 0.0121618 -0.0281027 0.0180555 0.00079098 0.0174858 0.0567923 -0.0238812 0.0910129 0.021689 -0.0274479 -0.0568701 -0.0715279 -0.0451487 0.0322168 0.0351314 0.0187806 0.063097 0.0129473 -0.0389868 -0.00678051 -0.124325 -0.0560997 -0.0083385 -0.0828076
internal_weight=707.698 630.874 595.107 30.1836 13.1836 564.923 555.974 70.99 484.984 218.547 160.295 52.2514 15.5628 36.6885 35.7483 20.6085 35.7668 15.2219 58.2522 266.438 260.342 164.287 96.055 30.7887 33.9746 24.6658 9.30881 76.8248 25.9764 32.4658
internal_count=4633 3634 3171 339 99 2832 2806 468 2338 1322 864 222 103 119 138 99 463 86 458 1016 983 659 324 122 171 114 57 999 258 320
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=16 8 9 13 9 16 6 10 15 2 12 10 19 19 19 12 19 3 10 18 16 15 16 0 2 6 0 5 9 8
split_gain=22.6295 13.0247 20.0272 12.0014 12.0722 10.7413 8.54506 12.8486 11.5469 12.3375 8.11718 10.0207 15.0771 8.42778 7.83953 10.2171 9.02409 7.5665 10.7437 10.5123 14.1306 15.5299 14.0479 13.0049 13.9318 11.2707 10.4986 12.0308 12.4529 10.1685
threshold=11.949972055800002 5.1459841250500009 74.737174262250008 98.050756475600011 177.59430306730005 12.344971132100001 4.9151148409000003 82.140461259550008 17.319441631400004 213.37240936950002 175.541285848 90.679004281900021 10.650859343850001 9.4507625164000029 12.651020723000002 324.31852928155007 13.851117550450002 93.883646373400012 61.917879202350001 13.988302431200003 22.644947046300004 28.579157549250002 18.684956306450005 88.350799540950007 78.110129541750013 15.975373262050001 85.121961326250016 30.133297129900004 191.61296531520003 8.2435668022500028
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -5 -2 8 14 9 -7 -1 12 13 -12 -8 16 -16 19 26 -6 21 -21 -23 -24 -25 -26 27 28 -19 -20
right_child=1 3 -4 4 17 6 7 -9 -10 -11 11 -13 -14 -15 15 -17 -18 18 29 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.11175534049901317 0.13416250835734272 -0.081796346862953367 -0.11617230991845173 0.13926728882901809 0.035617033589254075 0.094634812816659641 -0.048441320941854361 0.15145118758122672 -0.11795792717696144 -0.11988215327462921 -0.080507735115715781 -0.094089257043987504 -0.094213376328878717 0.067479395731092365 0.072482235429608258 -0.12385652447991968 -0.075646296120405521 0.036127678829293484 0.035305204841950447 0.022988636995125503 0.11459488638415878 -0.10533446867580083 -0.10486212384408262 -0.15511383847079011 -0.0094602973746616883 0.08299923505321713 0.087508144235992388 0.097624395519310042 -0.14371907742993217 -0.10621266109649706
leaf_weight=17.620277415961027 5.2135432660579673 13.016630083322523 19.677713729441166 7.7552599459886542 190.63251505419612 7.2073502168059367 25.924750689417124 5.5748614668846121 15.247291892766951 4.2690996304154396 4.7312186323106316 18.618338640779257 12.533942036330698 20.620611198246479 23.407391738146547 4.0211621522903434 4.9893172122538081 6.4858596697449711 6.9357539638876942 117.10719729959965 10.962543375790117 20.114655792713165 12.676453672349451 5.0023041516542426 43.918433140963316 18.839426718652248 13.09332527220249 5.7920408248901358 9.4736080095171911 18.948629099875689
leaf_count=338 20 147 379 20 724 31 230 11 231 58 44 386 138 93 101 47 45 21 33 564 30 264 80 44 206 55 35 14 70 174
internal_value=-0.000293204 0.00598554 -0.0242803 0.0129684 0.0154974 -0.00541611 -0.0134445 0.00640888 -0.0609294 0.0148371 -0.0524961 -0.0340167 -0.00449505 0.0398617 -0.00745046 0.0253302 0.046456 0.0134976 -0.0194917 0.0182762 0.00381675 -0.00176268 -0.0305893 -0.0118979 0.00549364 0.0182953 0.01676 -0.0258269 -0.0706301 -0.0682928
internal_weight=690.412 616.287 115.532 500.755 487.738 95.8548 90.6412 63.9175 26.7237 11.4764 74.1244 56.5041 37.8858 25.3518 58.3426 32.4179 28.3967 479.983 60.7292 419.254 228.621 217.658 100.551 80.4366 67.7602 62.7579 34.8448 21.7515 15.9595 25.8844
internal_count=4633 3634 1153 2481 2334 774 754 434 320 89 999 661 275 137 423 193 146 2314 347 1967 1243 1213 649 385 305 261 140 105 91 207
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=16 3 6 13 13 7 3 13 9 16 7 16 0 2 0 15 12 13 14 9 18 8 17 13 15 13 3 16 6 6
split_gain=19.4276 11.2832 11.244 11.0055 11.5073 9.50384 9.42305 12.3216 9.37503 9.35618 9.29927 14.6367 11.3647 11.5425 11.3831 14.5511 13.4395 10.7409 9.50712 12.6094 9.8445 8.74776 8.52619 12.07 10.1057 9.44792 14.8742 10.25 9.64232 20.2138
threshold=11.949972055800002 103.28787291370001 5.0851188130000002 92.563613431350021 92.146902421150017 19.250086031950001 93.883646373400012 117.67650082785001 66.544071737050004 12.644970430600003 24.068567769550004 22.624947093000003 89.057864029250013 222.85070906495002 91.109157582800023 36.136500007950012 320.44300889460004 98.050756475600011 194.51377381215002 182.80199813410005 13.581061237400002 8.543332867800002 243.29790314680005 98.050756475600011 19.846565044850003 109.34496908160001 84.812788641250009 19.224955043700003 13.665319288000001 13.775321858200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -4 10 -8 -3 -2 17 12 13 -12 -14 16 22 -7 19 -19 -21 -9 23 -16 -25 26 28 -27 -26 -30
right_child=1 8 5 -5 -6 6 7 21 -10 -11 11 -13 14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.050046121692834768 0.073637217958833392 0.023009809902142169 0.11902293795204949 -0.12000726149187915 0.12913758090242433 0.11507586690693261 -0.067277645358920848 0.078068901304177041 -0.090328808985266726 -0.11793614679622617 0.035516454752913394 0.080761790588200322 0.084136617337875974 -0.15642939713477344 -0.10623258591016181 -0.12061698192725119 -0.13061223861833357 -0.099508563632116478 0.0059292571125796568 0.080680529205043081 0.012652722942437062 -0.025410807906719592 0.11501020738051854 0.070531584269715716 -0.044748717547435021 0.10095957306463099 -0.13284258943056107 -0.03511569417348296 0.10562677086976424 -0.024276797836927839
leaf_weight=70.347635067999363 3.867273919284349 11.057114053517578 8.1768454536795598 13.038361329585312 5.0236330889165393 13.735348328948019 33.723877109587193 14.159800678491591 21.468357052654028 7.4806694239377975 4.6634214743971816 20.862477667629719 14.59675559401512 9.545453764498232 9.8475770242512208 10.72846285253763 7.57281944528222 5.5124963074922553 126.94340212643147 59.07418729364872 33.243635952472687 19.310007490217686 6.8341948464512816 22.016422256827354 34.492161355912685 15.606040149927141 9.9740103222429735 8.5784290432929975 18.964949674904346 32.516608044505119
leaf_count=999 30 61 26 196 19 48 330 39 402 115 15 69 44 74 121 120 87 33 562 199 134 99 23 77 244 39 133 38 51 206
internal_value=-0.000317219 0.005488 0.00875642 -0.0514596 0.00313188 0.0120318 0.0103889 -0.024617 -0.0517991 -0.0526497 0.015444 0.000946786 -0.00713887 -0.0934318 -0.000743754 -0.00773843 -0.000460842 0.0292295 0.0239837 0.0474109 0.0561837 0.0183675 0.0057446 0.000831699 0.00824875 -0.00316572 -0.0172453 0.0526926 -0.00383458 0.0235775
internal_weight=672.962 602.615 570.089 29.4099 16.3716 540.679 532.503 67.1937 32.5255 11.3479 465.309 226.8 205.937 14.2089 191.728 177.132 166.403 238.509 224.774 97.8303 92.3178 33.4698 158.83 151.996 142.149 120.132 95.9477 24.1845 85.9737 51.4816
internal_count=4633 3634 3171 360 164 2811 2785 468 463 145 2317 1341 1272 89 1183 1139 1019 976 928 366 333 138 932 909 788 711 634 77 501 257
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=10 17 13 18 6 6 13 5 15 17 17 5 9 18 7 16 17 16 18 19 0 3 16 17 2 0 6 9 10 19
split_gain=16.5419 11.9373 8.6244 7.35091 6.7995 9.3593 7.74398 16.89 9.16269 6.78176 11.582 9.69543 13.2257 7.96063 14.0672 13.3607 6.95197 6.58833 13.1333 7.94636 16.9892 15.3223 13.3057 8.90258 10.2781 7.6198 10.8187 9.00737 8.89063 9.82754
threshold=90.937096262400004 168.62011096010002 120.78166996855002 17.036158986000004 13.115306437050002 12.410289964450003 118.84598011460001 30.133297129900004 52.561095883800007 243.29790314680005 201.39543491635001 2.7155367820000005 38.283670303850009 17.108018746400003 26.826254787300005 17.684958644900004 201.00900942685004 15.054964794950001 17.108018746400003 12.851036860900001 94.165934477050016 84.812788641250009 18.714956236300004 192.00947391610003 100.00310400885002 86.538778761000017 16.375382608200002 201.65416293750005 61.93938686740001 14.551174033150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 9 8 -8 17 10 11 -3 16 -12 -15 -16 -13 18 -6 -19 25 22 23 24 -22 26 -21 -28 -29 -30
right_child=3 4 -4 -5 6 -7 7 -9 -10 -11 13 12 -14 14 15 -17 -18 19 -20 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.058297557734774477 0.18533974310617934 0.096246568042042846 0.096791581950018538 -0.094924949211103213 -0.077075397924888808 -0.10272758068485638 -0.14551676214248793 0.081141481550742189 -0.1400935515942783 0.08015849721577134 -0.10783047987099142 -0.096327154703725049 0.019291720011732568 0.10467801384452219 -0.12619077843693022 0.12338638573823152 0.11110708178379594 0.063278082261656737 0.095028433172864052 -0.084133441691798982 -0.096167009055280125 -0.13425812529951459 0.052962394102910371 -0.13524936879270996 0.14258256037096775 0.038011717023766704 0.025195675049272389 0.043723946923816495 -0.1750868365045759 0.020463740496120403
leaf_weight=43.497479055076838 0.97690453380346554 11.048980578780172 3.9077629521489134 22.266499388962984 17.902670294046406 10.559936363250015 8.7424908280372602 5.2691239453852168 3.7621477730572215 8.7511816918849927 17.168138027191162 17.101965345442299 59.643942873924971 6.5764607861638096 10.37808297947049 2.7037790343165389 1.7842055112123478 37.891039907932281 5.8936844617128363 12.020724438130854 3.972313545644286 12.76327111572027 18.181187100708485 9.3660784289240819 3.3019920587539673 168.86242035031319 114.16629767790437 6.2343844175338772 7.1990872472524625 3.9967346414923668
leaf_count=569 13 46 13 541 178 99 91 18 46 41 189 238 388 23 129 6 6 166 18 74 41 180 66 118 14 667 553 21 65 16
internal_value=-0.000292711 0.0027513 -0.0455131 -0.0831456 0.00666076 -0.0120593 0.0128671 -0.060281 0.0152757 -0.00497534 -0.0108692 0.00853899 -0.00380124 -0.0580791 -0.0146298 -0.0746078 -0.0767305 0.0166617 -0.0344501 0.019718 0.015134 -0.0405299 -0.00617537 -0.0707889 0.0122075 0.0236106 0.00667794 0.0149731 -0.0519836 -0.105278
internal_weight=655.891 632.648 47.4052 23.2434 585.242 145.717 439.526 14.0116 425.514 135.157 126.406 89.5791 78.5301 36.8265 19.6583 13.0819 18.8862 421.752 23.7964 397.956 360.064 47.5848 34.8216 16.6404 7.27431 312.48 143.617 131.597 17.4302 11.1958
internal_count=4633 4079 582 554 3497 1165 2332 109 2223 1066 1025 678 632 347 158 135 244 2177 196 1981 1815 419 239 173 55 1396 729 655 102 81
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=7 17 13 3 7 3 5 6 6 10 18 3 4 19 17 13 14 5 8 9 15 18 3 15 2 4 16 5 8 6
split_gain=15.0633 13.161 10.7334 7.7138 7.1389 14.2893 12.3161 10.0665 13.8778 12.1167 10.1857 10.7499 9.07615 8.96809 11.3103 9.25496 10.1588 17.9574 13.0587 9.49066 8.6183 7.93987 6.38776 6.31211 6.24206 9.99816 11.7125 7.48485 6.39125 9.38596
threshold=29.911984439950004 162.04221493815001 120.78166996855002 108.48197402175002 19.506002767000002 95.002044955650021 30.133297129900004 13.665319288000001 13.775321858200002 70.182199495350019 13.807773949150002 84.812788641250009 376.61861354110005 11.950964240300001 243.29790314680005 97.873318238950006 327.64162573700008 2.7155367820000005 8.0437227585500022 31.257715529350005 46.055224235250002 13.164254432300002 81.355431485500006 18.939493156800005 309.04644204820005 310.44950696480004 22.624947093000003 23.195398057700004 8.8430989333000021 18.055421862050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 7 -7 13 -9 20 -11 22 -3 15 -15 16 17 -6 -19 -18 24 -22 -12 -24 25 28 27 -27 -10 -30
right_child=-2 3 -4 -5 5 6 -8 8 9 10 11 -13 -14 14 -16 -17 19 18 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10001247475948255 -0.11113727682568247 0.088695799486824212 0.1649500447010413 -0.11745447576265421 0.091229540508409299 -0.097270932219257228 0.05975140235178672 0.10021803979275108 0.033471970579386785 0.14529886785175403 -0.14509301536342997 -0.11565950874446825 -0.081178167738437099 -0.048097465130735428 0.071783718315559672 0.066137370327759182 -0.079696739390728591 -0.11693815951666234 0.067650711039143371 0.055089223345131971 -0.12511769575397144 -0.0022925467684540408 0.13200642654261094 -0.014618387339765504 0.087039819802347013 -0.1363642465516649 0.065128729037869829 0.010788915366185948 -0.093007381098537609 0.06278413032796186
leaf_weight=18.36539322137833 12.036630246788262 18.93043335899711 1.6676911115646351 5.1493224427103987 7.3498681336641303 23.575698744505647 6.3380572833120814 18.69152344763279 207.68921463191509 3.2348777800798407 3.4637797288596621 13.459149315953253 3.7718747816979876 77.17462769895792 8.7636071741580945 21.725372791290283 6.4333396032452574 22.257588945329193 4.6297787465155116 27.791500061750412 6.8478639200329807 22.741541210561991 3.1646225452423087 40.645028248429298 15.850847803056238 10.674912728369238 7.2081444934010497 5.1117570027708998 9.8319793269038218 6.374325491487979
leaf_count=355 282 80 4 96 37 331 35 55 790 6 36 199 39 712 49 78 110 400 23 171 88 137 6 257 55 82 26 22 52 20
internal_value=-0.000324198 0.00179663 -0.0779552 0.00442058 0.00546007 0.00331061 -0.0640014 0.00696421 0.0162265 0.0118203 -0.0276021 -0.0368116 0.0604721 -0.0127562 -0.0358725 0.00927098 -0.00877468 -0.0472885 -0.0851535 0.0297531 0.0204467 -0.0307179 -0.0143629 -0.00402684 0.0262087 0.0223033 -0.0404904 -0.0887157 0.0287524 -0.0317309
internal_weight=640.95 628.914 20.0331 608.881 603.731 581.029 29.9138 551.115 374.99 356.298 63.9675 60.7326 22.7023 176.126 85.9382 90.1874 68.4621 34.2372 26.8874 34.2248 292.331 29.5894 47.2734 43.8097 262.741 246.89 22.9948 15.7867 223.896 16.2063
internal_count=4633 4351 359 3992 3896 3777 366 3411 1831 1776 504 498 119 1580 761 819 741 460 423 281 1272 225 299 263 1047 992 130 104 862 72
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=7 17 13 3 5 5 18 7 0 6 13 12 13 9 16 7 18 18 7 3 4 15 13 7 9 0 13 19 16 4
split_gain=13.4758 11.3922 9.09715 6.83866 6.42313 12.0088 8.83734 10.6455 8.06028 9.80889 7.622 9.71482 7.60116 9.62566 7.33264 6.66649 6.30538 6.28396 5.84752 10.5692 8.77432 5.65981 9.02661 11.5392 6.04901 9.00912 12.4782 18.5044 9.89008 9.30097
threshold=29.911984439950004 162.04221493815001 120.78166996855002 108.48197402175002 7.754880527600001 2.7155367820000005 16.435318745950003 29.808425272250002 112.37754985275001 5.9851398418500006 95.937628385050019 217.08460102575 96.357027853400012 38.283670303850009 11.864972254500001 20.253927392100007 18.281462078100002 14.741741751300003 19.250086031950001 101.29303698090001 376.61861354110005 46.674706678850008 117.61735474900001 23.543468673550006 186.70853236170004 85.732241321850012 115.13321943645001 14.451165964200003 22.454947490600002 398.74932484100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8 10 -10 11 -6 -12 -14 -15 -13 18 -17 20 21 -16 24 -23 -24 -20 -26 27 -27 -28 -30
right_child=-2 3 -4 -5 8 -7 7 -9 9 -11 12 15 13 14 16 17 -18 -19 19 -21 -22 22 23 -25 25 26 28 -29 29 -31
leaf_value=-0.09670524884577969 -0.11009191668225132 0.13321973986184385 0.14670031459354269 -0.11581375179510767 -0.1166830449866425 -0.075343959829168916 -0.11954268126408579 0.12494972069236394 0.28216513440164859 -0.011481051534797336 0.11568427579789849 0.14647995936530098 -0.1393550393211902 -0.11322514718129995 0.098148716763566679 -0.15228348497778912 0.12661195390177302 0.004856270825496764 0.038325928274826282 -0.085915266009012406 -0.075558942272669682 -0.10249929436072601 -0.10307719044232569 0.09094264879094914 -0.049217797568095911 0.00084449471745410849 0.087686954411256235 -0.17027519983194328 0.010111283119272688 0.094830981604860268
leaf_weight=17.15717696771026 10.989325204864143 5.9147804453968984 1.6864046156406391 4.7219269499182692 11.043224008753898 25.110395032912493 4.8368062470108271 2.8187232613563538 2.3536257557570925 2.2016500197350979 6.6643990539014331 2.6890130341053036 4.3835211917757979 4.8242405988275996 15.02450790256262 3.0816597752273109 4.6458080038428298 14.609080661088226 74.706672752276063 11.831260338425635 3.6057339683175078 11.316219720989467 4.8599239550530902 8.3015295118093473 26.357830457389355 190.56752751581371 27.661990560591221 6.5361384451389304 100.04547295346856 14.88689950108528
leaf_count=355 282 14 4 96 202 427 83 6 9 34 28 5 52 97 58 33 15 104 329 235 38 114 48 29 166 1166 104 42 406 52
internal_value=-0.000332375 0.00163067 -0.0749217 0.00405263 0.00501053 -0.034383 0.0414109 -0.0295219 0.00776999 0.14024 0.0066681 -0.0411486 0.00957877 0.00819103 0.00947133 -0.000218536 0.0106543 -0.0225169 0.00956757 0.00742125 0.064529 0.00979484 -0.0370088 0.0193 0.0123941 0.00710176 0.0114717 -0.00482999 0.034005 0.0210848
internal_weight=625.433 614.444 18.8436 595.601 590.879 38.6807 13.5703 7.65553 552.198 4.55528 547.643 31.423 516.22 509.555 505.172 20.3798 500.348 17.6907 495.702 477.071 18.6302 465.24 24.4777 13.1615 440.763 366.056 339.698 197.104 142.594 114.932
internal_count=4633 4351 359 3992 3896 530 103 89 3366 43 3323 344 2979 2951 2899 142 2802 137 2787 2691 96 2456 191 77 2265 1936 1770 1208 562 458
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=7 17 16 16 2 3 0 5 17 17 12 7 6 6 17 13 15 18 16 17 12 0 18 15 15 16 13 8 18 2
split_gain=12.0692 9.9071 6.35263 9.78857 7.90636 10.8922 7.89534 9.3801 7.06073 8.40734 6.94456 9.27704 6.94149 9.04197 6.31849 5.81209 5.57878 9.53891 9.09919 9.09765 6.64527 9.18635 13.4768 8.39992 8.24451 8.21586 6.97389 12.5435 6.9442 6.24951
threshold=29.911984439950004 158.19986339130003 20.394952307700002 20.034953149600003 325.13486840910008 70.561272091750013 86.538778761000017 20.315138807500002 236.15709471040003 205.96542837505004 227.12825541940001 26.826254787300005 16.375382608200002 16.285380505300001 205.28496454895003 116.67639440335002 28.579157549250002 14.032563378150002 18.594956516900002 196.21449749970003 211.51213392550002 104.22883325935001 15.917243450850002 28.298162031900002 7.0363378272500006 16.414961614700005 103.191088421 3.1475436881500003 17.108018746400003 90.828344481500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 7 -4 9 14 -11 -12 13 -9 15 16 18 -18 20 -19 21 22 23 -3 -23 26 27 -22 -29 -21
right_child=-2 2 6 -5 5 -7 -8 12 -10 10 11 -13 -14 -15 -16 -17 17 19 -20 29 25 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.099415416665612127 -0.10914865049322307 -0.030126746991148819 0.09049219881359355 -0.14102345287902546 0.055289193237312732 -0.1073532760655041 0.03298693922931855 0.0015035906532944081 0.078951461915718779 -0.084067110124184066 0.068788039581670665 -0.12252606700438735 -0.0015174127924079195 -0.17661114773223863 0.14994793834068279 -0.10718459167229932 0.055924074354080949 -0.11063349325421762 0.062631005234651399 -0.14411387682748236 0.052480430721979048 0.12685960036331631 0.063013004876252207 0.16509416673138425 -0.11236611368047905 -0.079114935828886332 0.10741989443181998 -0.14906498822958841 0.02375237098822371 0.0088705184677250522
leaf_weight=9.5770547706633788 10.025097839534281 66.256266521289945 10.317866347730158 5.3052756562829009 5.6373688876628902 15.274056244641541 124.0993784442544 6.0082725547254068 10.93962894566357 21.470096541568637 8.3752974160015565 3.6345730014145365 122.92767152562737 5.4222509004175663 2.9047858901321879 4.8160677608102551 10.998858982697127 14.970453172922133 29.374067552387714 3.0688022077083614 31.388823170214891 1.6189182009547938 24.321670409291983 2.2798976562917224 13.080478547140954 6.2843143083155146 12.417201224714516 5.6625185832381231 3.9450309239327908 20.560488907620311
leaf_count=233 282 703 36 42 39 206 519 30 66 235 39 50 628 42 12 143 52 190 99 42 221 8 108 9 273 70 44 53 27 132
internal_value=-0.000327298 0.00148208 0.00311061 -0.00630499 -0.00406646 -0.0635076 0.0144813 -0.00139236 9.95305e-05 -0.0029016 -0.0500042 0.0108902 -0.00844852 -0.082988 0.00330829 0.00161155 0.00373953 -0.0262307 0.0112994 -0.0496404 0.00228428 -0.0125657 -0.000938062 -0.0236326 -0.086019 0.0290394 0.0417642 0.021878 -0.0781031 -0.010998
internal_weight=612.963 602.937 593.36 324.585 319.28 20.9114 268.775 144.676 298.368 287.429 33.48 12.0099 134.358 11.4305 253.949 251.044 246.228 49.5986 196.629 38.5997 167.255 107.557 92.8578 68.5362 14.6994 59.6979 53.4136 40.9964 9.60755 23.6293
internal_count=4633 4351 4118 2863 2821 245 1255 736 2576 2510 324 89 700 72 2186 2174 2031 416 1615 364 1516 1101 820 712 281 415 345 301 80 174
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=7 17 13 2 9 0 6 18 7 10 6 8 8 8 19 16 15 13 0 15 2 8 7 17 0 13 7 6 6 5
split_gain=10.8163 8.92128 5.85013 5.86553 5.8155 13.0877 11.724 8.6536 9.54613 7.19055 6.33304 5.74063 5.29338 10.4105 6.27995 5.22821 7.876 6.85089 6.59838 5.51346 4.87757 4.61602 4.38853 4.12137 5.85872 6.50334 7.6925 4.70846 9.12217 9.45907
threshold=29.911984439950004 168.62011096010002 120.78166996855002 167.53567362910005 38.283670303850009 116.38335246710001 2.7350639043000005 16.435318745950003 29.808425272250002 88.512107028750009 4.200098134650001 3.6471537973500001 8.8430989333000021 9.5425530862500008 14.451165964200003 22.724946859200003 51.19990836680001 117.76521994615001 85.121961326250016 42.076928760450009 71.708303056200009 8.7431769115000026 21.306175688000003 174.47088669260003 85.619326080400015 117.69263157665002 19.506002767000002 16.335381673600001 16.455384477450004 22.825270530250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 20 6 9 7 -3 -9 10 -6 -5 15 14 -14 16 17 21 -17 -19 -1 23 -8 -12 25 26 -25 -26 -29 -30
right_child=-2 4 -4 11 5 -7 22 8 -10 -11 12 -13 13 -15 -16 18 -18 19 -20 -21 -22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=0.048965791009925902 -0.10829620795028756 0.11471869880055521 0.077499912531193371 0.014539241377074408 -0.11346306133300661 0.20640805838255091 0.08169155125613009 -0.11506775603929997 0.12089337471102873 -0.11132903562103831 0.046863074986502468 -0.13647896461642209 -0.021485114496993238 0.045269999788779811 -0.13578310990215986 -0.0075523916335154713 -0.13263453116725063 -0.18515517732070907 0.10826644982882767 0.038914929883216036 -0.10368172116291137 0.064602584695145612 -0.10133250632955432 0.11831540506457999 0.0017760274487290638 0.10704373050352596 -0.10160708813913105 0.053138663780239875 -0.033371178175791147 0.047750376845219961
leaf_weight=2.3401285335421589 9.138842221349476 6.7522119060158712 3.7468490377068511 15.0087564047426 4.3015407919883719 3.2847985681146374 1.4163063317537332 5.3573149554431438 2.521511971950531 5.1566083524376145 27.3889334294945 3.0243064165115348 9.983947288244968 11.045170482248066 9.2706954404711706 8.356598764657976 3.9052530378103247 3.1902220603078595 11.95793681591749 1.6745491027832029 19.842812782153487 15.668638184666632 17.469837946817279 1.8122284859418893 261.32445552945137 2.2708317637443534 12.998128678649662 60.385889153927565 36.943109732121229 23.528474748134613
leaf_count=24 282 24 13 112 85 25 5 110 6 121 205 53 53 52 64 40 55 63 29 6 481 55 315 13 1635 5 187 249 174 92
internal_value=-0.00033511 0.00133171 -0.0420107 -0.0531452 0.00480904 0.00743858 -0.0355512 0.031644 -0.0395516 0.00615998 0.00735729 -0.0107879 0.00839318 -0.0321222 -0.0765171 0.0109973 0.00876246 0.00999728 0.0606231 -0.108026 -0.0875786 0.0112953 -0.0876072 0.00933764 0.00676345 -0.0505357 -0.0746969 0.00932436 0.0256458 -0.00180815
internal_weight=601.067 591.928 43.9629 40.216 547.965 514.448 33.5172 14.631 7.87883 511.163 506.007 18.0331 501.705 30.2998 19.2546 471.405 451.091 447.185 20.3145 4.86477 22.1829 442.321 18.8861 426.652 399.263 17.0812 14.8104 382.182 120.857 60.4716
internal_count=4633 4351 683 670 3668 3208 460 140 116 3183 3062 165 2977 169 117 2808 2739 2684 69 69 505 2615 320 2560 2355 205 200 2150 515 266
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=19 7 10 13 16 6 6 13 18 18 7 7 2 6 0 8 5 2 0 19 13 10 0 0 7 7 18 16 12 5
split_gain=9.91132 6.14607 5.99372 5.8192 8.66433 5.99699 5.1398 8.06595 6.41169 5.08003 4.27141 4.23739 4.963 4.19981 3.99508 3.8179 9.57195 6.12242 5.59514 5.18698 5.12686 4.12622 3.90598 7.9515 7.41914 6.59936 6.91216 6.40416 6.83419 11.7875
threshold=9.4507625164000029 29.911984439950004 54.884872733100003 81.769454037550005 11.864972254500001 13.185308072600002 5.0851188130000002 92.563613431350021 16.115468395400004 17.370891598500005 27.840317790050005 19.975862989550006 314.93386866815007 5.4301268740500008 95.117648655250022 8.8430989333000021 30.133297129900004 71.708303056200009 85.799452775150016 14.651182102100002 113.62230596715001 63.910026677050006 85.990333302400003 85.931187223550012 22.721067571950005 21.350715310200005 14.170404054850001 22.674946976100003 148.96091148645004 19.973460566700002
decision_type=2 2 2 2 2 2 2 2 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 10 5 11 7 8 -6 -7 -4 -5 -13 -8 -1 19 17 18 -17 22 -19 -22 23 -15 25 26 -24 28 29 -26
right_child=1 -3 3 4 6 9 13 -9 -10 -11 -12 12 -14 15 -16 16 -18 20 -20 -21 21 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.094260984671462739 -0.10950994589871116 -0.10900826235067665 -0.029882408363723845 0.08127691207749739 0.068648338387025581 -0.064127184435382012 0.096579934909024598 -0.11363431042687673 -0.073855229778832798 0.09798388649297346 0.1220094645982067 -0.11590243709441046 0.010840341018395948 -0.0044328247816637833 -0.11148298346892208 -0.067719390125180384 0.090285068856612291 0.0043775839281636432 0.083990405451955047 0.066947432996843789 -0.077842940018915674 -0.19574711595972455 -0.042602555541178151 -0.13388373666475759 0.0045562544862023649 0.075626881785181441 0.11670508977711982 0.071029929965003957 -0.010260875795944634 0.079762593356435263
leaf_weight=1.0384599678218354 4.7440080251544705 4.9922346379607907 2.5302531477063877 1.5356292575597823 7.5068703591823596 3.5608419720083466 5.1804968342185012 9.225503081455825 5.4492609947919846 4.2285507023334503 6.9007258918136358 15.84825633838773 3.8377233706414691 95.572615504264832 10.351497448980806 4.5265126898884791 5.8463955372571936 4.8429489508271244 5.2511556446552277 14.671887889504431 9.3329471424221975 4.3524402324110261 11.560069564729927 4.9929223097860804 98.007792204618454 30.721671257168055 3.5630457624793044 14.397020414471625 170.77915211766958 26.469167314469814
leaf_count=6 137 151 37 5 54 49 32 194 98 13 45 361 27 806 320 29 16 30 16 49 68 45 81 40 609 118 9 54 1023 111
internal_value=-0.00034316 0.00146968 0.00242814 0.00335865 0.00204969 -0.0511687 0.00495043 -0.0421725 0.0087123 0.0238765 0.0812581 -0.078714 -0.0911943 0.00699969 -0.0927246 0.00608053 -0.0262039 -0.0502638 0.0137573 0.00842281 -0.0840486 -0.115341 0.00654003 -0.0108599 0.0114622 0.0490071 -0.00506926 0.00590362 0.00272798 0.0205484
internal_weight=591.818 580.428 575.436 570.692 561.261 29.011 532.25 22.1816 12.9561 7.78939 9.43098 21.2216 19.686 510.068 11.39 504.888 34.1524 28.306 9.77767 470.735 18.5283 13.6854 456.063 100.566 355.498 45.8448 15.1231 309.653 295.256 124.477
internal_count=4633 4307 4156 4019 3937 455 3482 346 152 62 82 393 388 3136 326 3104 204 188 45 2900 143 113 2851 846 2005 208 90 1797 1743 720
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=19 7 3 7 5 19 3 5 12 16 0 2 6 18 0 6 6 10 18 16 5 10 18 0 16 17 16 16 7 7
split_gain=8.80235 5.50118 5.37886 8.1916 7.7223 6.25486 5.80459 8.43212 7.09971 6.70462 7.32751 8.68814 9.48522 6.84996 8.58417 5.85284 11.9351 10.1083 7.83933 9.0406 6.47535 6.0319 7.15634 10.2988 7.39826 6.88092 11.1103 5.93659 5.7494 6.84964
threshold=9.4507625164000029 29.911984439950004 103.28787291370001 19.907255598950005 29.110986871100003 13.351077205700003 95.002044955650021 30.133297129900004 66.834523482800009 22.694946929300002 85.619326080400015 90.05676182820001 16.495385412050002 13.405741979600002 85.307464937250003 13.665319288000001 13.775321858200002 78.196493182200015 13.829007611650001 22.454947490600002 20.201591378100002 62.041548276350007 13.317304170000002 86.420486603250012 22.584947186600004 188.51582982015003 22.604947139800004 8.6249798310500019 23.131311951800004 22.626138143200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 10 11 -5 -13 14 -11 17 -17 -12 19 28 -21 -22 25 -24 -25 26 -23 -19 29 -18
right_child=1 -3 4 6 5 -7 7 -9 -10 13 15 12 -14 -15 -16 16 18 27 -20 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.091086220589847181 0.073503037374454822 -0.10817596686021505 -0.11769208843317341 -0.23539677005190579 -0.099289643728097454 0.036032423333718665 0.053748024089110884 0.073328131048051456 -0.11073001666935299 0.078072483629821374 -0.0454266732969269 -0.12679004823161949 0.065885437682467851 0.10886736160319799 -0.096582396738346787 0.093289697258440635 0.070940075980276754 0.093734850246284113 -0.0097294532787039999 0.084300617102856037 0.01966012046040751 0.060983124190029873 -0.22480349599997959 0.030205628652256934 -0.13305523873761874 0.043359308521729339 -0.16586093354832296 0.00047307218118256879 0.096169571335573675 -0.041197925314015144
leaf_weight=10.492640519514678 16.598928853869438 4.5501427128911009 8.9162567611783761 2.6151704415678969 4.7761331964284208 11.991741498932241 3.2253117561340394 4.517787465825676 14.085187710821627 6.3670751899480837 57.296855105087161 5.1465378031134588 5.0740613527595997 12.106927618384359 5.0429209694266319 16.93781766295433 13.197791546583177 7.3974272031337014 144.3574981559068 9.8698474615812284 58.750523887574673 3.8112391680479067 3.8909182623028746 6.7876629084348661 4.6959556415677071 15.397193647921084 4.9806541986763477 88.26969894208014 22.49763235449791 9.275155305862425
leaf_count=326 75 151 266 20 102 104 11 15 212 18 511 84 29 37 32 56 52 56 890 39 241 13 31 25 29 55 38 972 98 45
internal_value=-0.000322407 0.0013413 0.00221881 0.00433704 -0.0424971 -0.00251249 0.00215269 -0.0483326 -0.0800843 0.00434023 0.00178735 -0.0727518 -0.0311355 0.0564736 0.000879578 0.00383429 0.0116389 -0.0122097 0.0069904 0.0227499 0.00708539 -0.000666319 -0.0308503 -0.0841969 -0.0365561 0.00305663 -0.0675252 0.00768451 0.0604334 0.0246579
internal_weight=582.921 572.428 567.878 542.194 25.6841 16.7679 525.595 21.8283 17.3105 503.767 480.25 12.8358 10.2206 23.5169 11.41 467.414 314.45 152.964 297.512 153.155 108.184 98.3141 39.5636 15.3745 11.4836 24.1891 8.79189 95.6671 44.9706 22.4729
internal_count=4633 4307 4156 3684 472 206 3609 238 223 3371 3284 133 113 87 50 3151 1612 1539 1556 666 471 432 191 85 54 106 51 1028 195 97
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=5 5 10 17 17 5 8 6 10 18 0 10 7 13 17 13 0 10 17 15 12 6 2 7 7 2 17 7 7 3
split_gain=8.07457 6.58965 8.98961 8.38393 6.23209 4.98639 9.19503 9.58877 8.57024 4.40076 4.99843 9.73995 10.1577 7.01376 9.69876 6.8605 4.77805 7.77037 9.54412 5.43973 5.9464 6.14198 9.71211 4.96125 8.56802 7.52306 6.30879 7.31212 9.71389 8.30722
threshold=7.754880527600001 5.3654262215500008 90.679004281900021 201.39543491635001 158.19986339130003 8.3129063967000025 1.6487133604500002 5.4301268740500008 87.447477609100005 17.108018746400003 98.51854819030001 78.196493182200015 25.024903008400003 98.255079293500017 200.30016490490002 103.39541123890002 96.631250582750013 70.348883899450016 192.00947391610003 29.171703351550004 108.01934997995001 14.355335410100002 206.22726210890002 23.131311951800004 22.721067571950005 316.46407472665004 188.27285108100003 20.797746106000002 22.093462376800005 103.28787291370001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7 -8 9 10 16 15 -13 -14 -15 -12 17 23 19 20 -19 22 -22 24 25 26 27 29 -29 -9
right_child=4 -3 -4 -5 5 6 7 8 -10 -11 11 12 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.052466040157018425 -0.092927045475296607 -0.10987780508964551 -0.10622187194981135 -0.11584050476993191 0.12043388233753793 -0.13020921020589071 0.1832925473182187 0.069238089515374121 -0.10999675514589165 0.044158956794624282 -0.14124907335023637 0.085906667367821279 -0.1149955898461401 0.0417885882987565 -0.13392633508149124 -0.013853924358128464 0.035928190253083823 -0.078808982120501372 -0.094168208244424789 -0.11063359279368035 -0.12845884434663887 0.15044558356328119 0.087375886330197466 0.019164146031697572 -0.044609379485616246 -0.12056116985546779 0.04694294066325199 -0.095496222565936539 0.0039890934445753661 -0.020001833333215199
leaf_weight=15.191236671060329 6.7040298599749795 11.042719265446065 8.1094496157020313 3.6758483536541453 3.6588387899100772 5.1093751154839984 2.9856778904795638 22.17028190754354 6.5610076151788226 27.206239929422736 10.042140360921623 10.58223783969879 7.1095761936157968 13.97438506036997 4.0520671419799319 7.3000981025397769 48.59209967404604 4.0802984423935476 17.615201283246279 3.4022205024957648 3.2431480027735216 4.7686306647956362 5.83727752789855 175.92024997808039 40.998613966628909 4.3928324896842232 37.235831119120121 15.268300751224158 27.477622782811522 19.700481047853827
leaf_count=128 201 279 312 69 33 75 8 134 187 159 107 47 157 71 44 60 206 42 213 91 44 12 18 831 228 71 167 142 135 362
internal_value=-0.000274799 -0.0448073 -0.0181709 0.0196751 0.00288402 0.00409758 0.00328777 0.00459818 0.00356727 0.00502547 0.00282465 -0.0261357 0.00371816 -0.0308831 0.0022906 -0.0876229 0.00639242 0.00263643 -0.0396929 0.00529176 0.0272894 0.0585488 0.0102888 0.00744052 -0.0048913 0.00800728 0.0126422 -0.0024519 -0.0315458 0.0272501
internal_weight=574.008 38.0193 26.9765 18.8671 535.989 529.285 525.626 520.517 517.531 510.97 483.764 53.0605 35.7183 25.136 18.0265 17.3422 430.703 382.111 38.9468 21.3316 17.9294 13.8491 9.08043 343.164 167.244 126.245 121.853 84.6167 42.7459 41.8708
internal_count=4633 788 509 197 3845 3644 3611 3536 3528 3341 3182 486 319 272 115 167 2696 2490 420 207 116 74 62 2070 1239 1011 940 773 277 496
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=7 17 10 18 17 5 5 17 10 0 16 13 16 8 5 13 10 3 3 16 15 13 0 8 15 15 7 0 13 17
split_gain=7.15241 6.02725 3.94022 4.5366 5.33257 3.71783 8.0035 5.57498 5.76079 5.10025 4.70488 4.11755 5.21894 3.5107 8.07776 7.77628 5.51081 6.90769 6.74902 4.32826 6.30375 5.78996 5.05532 4.19851 4.12967 3.94685 3.50466 8.24841 6.10131 4.88264
threshold=29.911984439950004 158.19986339130003 54.884872733100003 11.207537862500002 162.04221493815001 7.754880527600001 5.3654262215500008 201.39543491635001 90.679004281900021 113.82394032690001 8.3649804390000018 86.968932061850012 14.184966829400002 8.8430989333000021 30.133297129900004 117.15225149240001 63.910026677050006 92.316275283350009 93.394346993650018 22.724946859200003 51.19990836680001 117.76521994615001 85.121961326250016 8.7431769115000026 31.028113015250003 42.076928760450009 19.052023743050004 85.619326080400015 117.67650082785001 171.19957438235002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 11 10 -7 -6 -13 19 15 16 -15 24 -19 20 21 23 -21 26 -18 -23 29 28 -28 -12
right_child=-2 2 3 4 5 9 -8 -9 -10 -11 13 12 -14 14 -16 -17 17 18 -20 22 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.091062130024977844 -0.10581674195843152 -0.10932965898870586 0.11935505861117855 -0.11985006393427403 0.10207376818998506 -0.12758700128886369 -0.10928701494740489 -0.11199323554559744 -0.1086644700529697 0.1351766448284733 0.012939977833000216 -0.11389058139938719 0.06001489233406801 0.10801438497863353 0.083313676521410959 -0.12547735665059609 -0.072435387586123279 -0.29184785338213159 -0.020401555104736423 -0.0045285011335735965 -0.12968146305824044 -0.16916505199172568 0.10019577083720313 0.059125550344440309 0.064511405272950254 0.027106596534428873 -0.082447800651101452 0.0068299835069402862 0.064055941516211509 0.13557179715611642
leaf_weight=7.0375717468559733 6.3523785863071671 3.1567971725016823 3.3142610825598231 3.5678486581891766 7.5029453150928109 2.7001080531626931 9.1620069742202741 3.5414733383804551 2.7117104157805434 2.9843570608645669 9.8631208389997465 2.7006933763623238 4.7798214629292488 3.1791511476039949 5.3551047146320334 9.1449729055166227 3.7653426565229875 1.8174310699105256 1.8466086313128469 8.243116460740568 3.4517032392323008 3.1327462121844283 10.45698995888233 15.007339902222155 5.3034083321690559 1.5224748551845548 17.138669690117244 397.16034838929772 3.4079092144966117 4.8399627283215514
leaf_count=233 282 99 11 74 40 51 238 88 81 30 68 54 29 9 16 80 25 14 31 40 55 71 29 55 17 6 316 2462 10 19
internal_value=-0.000305427 0.000896173 0.00207121 0.00271341 0.00200316 0.00280719 -0.0311673 0.00253539 0.0254569 0.00483098 0.00406423 0.0497302 -0.00277027 0.00476864 -0.0281678 -0.0519934 -0.00976039 -0.0391667 -0.155044 0.00688086 0.00494519 0.0059731 0.0540327 0.00712748 0.00765114 -0.104975 0.00532282 0.00363377 -0.0581483 0.0533079
internal_weight=564.148 557.796 550.758 547.602 544.287 540.72 30.3987 21.2366 17.6952 510.321 507.337 14.9835 7.48051 504.636 30.412 25.0569 15.9119 12.7328 3.66404 474.224 455.524 452.073 18.7001 447.417 9.06875 4.65522 432.41 417.707 20.5466 14.7031
internal_count=4633 4351 4118 4019 4008 3934 530 292 204 3404 3374 123 83 3323 192 176 96 87 45 3131 3062 3007 69 2930 42 77 2875 2788 326 87
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=7 17 10 18 17 9 3 6 18 7 10 6 7 5 6 6 8 6 5 10 3 2 8 13 13 8 17 9 6 4
split_gain=6.431 5.23043 3.52166 3.77283 4.74437 3.45353 7.65693 7.04658 6.01086 6.30011 5.43486 4.48256 4.28822 3.75558 6.27792 7.97329 5.59857 6.23934 5.04692 8.60122 4.21774 4.78845 4.08315 4.92595 6.21721 6.91878 4.79039 4.43308 3.93336 3.7381
threshold=29.911984439950004 158.19986339130003 54.884872733100003 11.207537862500002 162.04221493815001 37.364870866050005 63.211027563100011 2.7350639043000005 16.435318745950003 29.808425272250002 88.512107028750009 4.200098134650001 21.306175688000003 13.252098438300001 13.005303866850001 12.410289964450003 7.7439566930000003 11.865277230300002 15.839549529050002 76.621056717750008 81.699554126200013 166.72194812590001 7.943800736700001 100.88707980320002 98.050756475600011 7.1444245619500011 193.82504409230003 47.331347365000006 11.215262042800001 287.18105310725008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 8 -6 -10 11 -8 -9 22 15 16 17 -15 20 -20 21 -16 23 24 25 26 -13 -25 29 -18
right_child=-2 2 3 4 5 6 10 12 9 -11 -12 13 -14 14 18 -17 28 -19 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.087693250004037021 -0.10527845578640307 -0.1084549362144691 0.11005938468014848 -0.11831822260298075 0.096369175873536869 0.14940332568656312 -0.11029325297130155 0.061124799898631448 -0.11219957222172539 0.11278478342857419 -0.10843644914447861 -0.046421352695290671 -0.094983206567616052 -0.022805434188782288 -0.031299036994835328 -0.11471244943051605 0.039171272725766204 0.07346748607943944 0.0056986924178461058 -0.14408012563909514 0.11571205874152111 0.091406033995853661 -0.052765784174348143 0.056325202003558728 0.10677908938038955 -0.12264133704317054 0.087396846860126665 -0.10913225434139269 -0.11156703455379567 -0.098390925682227987
leaf_weight=6.6000943947583428 5.7757618706673375 2.8782504703849545 3.2387761101126662 3.2679850608110419 6.0510058291256446 3.6169164050370446 3.3875092789530745 2.0141330286860457 4.177936278283596 1.7727579474449155 4.3094147816300383 3.769965652376416 13.927042819559572 17.358062379062179 7.4600039087235945 9.1460829544812423 5.2720073722302931 10.99640605971217 375.40285905823112 3.8736253120005122 7.3677388429641715 5.5436612740159035 4.855407850816845 2.9578696507960549 15.272112499922512 2.8863041903823605 9.2112519741058332 3.578303974121809 7.6017638370394698 3.1590702012181282
leaf_count=233 282 99 11 74 24 25 91 8 112 6 132 37 309 169 55 98 22 51 2338 40 24 16 40 22 58 53 53 37 84 30
internal_value=-0.000307303 0.00079313 0.00186599 0.00245241 0.0018049 0.0025387 0.0044249 -0.0316866 0.0261886 -0.045175 0.00338325 0.00434875 -0.0752593 0.00513217 0.00246567 -0.029693 -0.0121746 0.014531 0.00677337 0.00416897 0.0552622 0.021012 0.0335444 0.0446675 0.0612335 0.017397 0.0485338 -0.0342564 -0.0594042 -0.0123724
internal_weight=556.73 550.954 544.354 541.476 538.237 534.969 507.026 27.9429 12.0017 5.95069 503.409 499.1 15.9412 495.712 453.181 53.5334 44.3873 28.3545 399.648 379.276 20.3714 13.0037 42.5312 37.6758 31.1396 15.8675 12.9812 6.53617 16.0328 8.43108
internal_count=4633 4351 4118 4019 4008 3934 3475 459 142 118 3450 3318 317 3227 2927 454 356 220 2473 2378 95 71 300 260 201 143 90 59 136 52
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=19 7 10 15 13 7 16 19 13 17 0 5 2 18 0 9 16 5 4 17 6 6 15 5 18 2 0 3 19 15
split_gain=5.87538 4.20412 3.89239 2.92122 6.29568 7.31843 4.83321 4.02817 12.0741 16.1764 8.59745 6.92804 8.84554 9.71567 7.21663 7.20883 6.48215 5.83572 10.8072 5.8176 5.70849 8.25216 11.235 5.01552 10.5407 6.402 5.36489 6.84958 4.97912 4.67202
threshold=8.9507221716000007 29.911984439950004 54.884872733100003 46.674706678850008 117.61735474900001 23.543468673550006 22.534947303500005 14.351157895250003 115.13321943645001 199.59317753375004 90.60910437050002 20.201591378100002 285.01633004880006 13.956123578150001 86.345209775600011 197.89372115420002 22.574947209950004 21.556055031700001 158.55438663830003 205.96542837505004 16.445384243750002 16.100376182700003 43.376643616500012 21.869642762900003 13.055593598800002 92.716362671650018 86.208098410950015 93.668569722950011 14.251149826300002 37.408632939650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -5 20 9 -9 -11 -10 13 14 16 -16 29 18 -18 -15 21 22 -4 24 -22 -25 27 -27 -23 -13
right_child=1 -3 3 4 5 -7 -8 8 11 10 -12 12 -14 19 15 -17 17 -19 -20 -21 23 28 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.10864254704946721 -0.10692066654630766 -0.10559065892919006 -0.00048300765546709117 0.0305299029212142 -0.079442964053926368 0.076241173203120724 -0.13185665696105292 0.059089600282364277 0.090375239818519623 -0.29488402793935603 -0.071869528535208713 -0.02079771952087036 0.10461840545632609 -0.20355678281623441 0.083807193223133569 -0.0048469219886533681 0.049206631850605052 0.023515080085567294 -0.14766205161959867 -0.027572141936252927 0.0054702418898389046 0.084141676891274247 -0.21529043581278895 -0.17274868639986135 -0.21051143381265225 -0.15460347230699745 0.06378356944882152 -0.0092752389924597462 -0.0043007065112877557 -0.18194347958630211
leaf_weight=4.9613497508689752 3.2970195570960632 3.6976862661540499 284.07237580511719 2.4197007119655627 5.036070514470337 7.5404689535498619 7.5578296259045601 4.9160635173320753 14.723736919462679 3.3003493994474411 3.6298622414469719 4.1161729134619227 10.74416897445917 3.1246857047080985 25.150911215692759 14.436951689422129 5.1925977990031225 48.594122625887394 6.0225401967763901 4.7096950113773346 4.5670344568788988 18.787077650427818 2.4559156559407702 2.5213237665593615 4.4724198207259178 3.7401671856641796 8.0962934643030149 24.404141509905457 9.6274906471371668 3.1961662694811821
leaf_count=245 137 178 2522 10 50 29 104 17 57 25 24 20 41 21 111 61 17 218 36 32 20 72 24 68 35 24 27 345 40 23
internal_value=-0.000312967 0.000674739 0.00140179 0.00206666 -0.0331587 0.0139 -0.0924755 0.00361052 0.0172846 -0.0796545 -0.178075 0.0254866 0.0178609 0.0097231 0.0176144 0.0514767 -0.00235728 0.00850879 -0.056512 -0.0977623 -0.00211396 0.00277329 -0.00232418 -0.034314 -0.10139 -0.0186715 -0.00795204 -0.0285883 0.0541754 -0.0912333
internal_weight=549.112 544.151 540.453 537.156 22.5541 12.5765 9.97753 514.602 151.858 11.8463 6.93021 140.012 125.288 114.544 106.709 39.5879 67.1216 59.8093 11.2151 7.83438 362.744 314.943 286.528 47.8014 9.03945 38.7619 36.2406 28.1443 28.4146 7.31234
internal_count=4633 4388 4210 4073 193 79 114 3880 703 66 49 637 580 539 486 172 314 271 53 53 3177 2658 2546 519 55 464 396 369 112 43
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=16 2 8 5 13 0 10 10 7 16 3 2 15 6 10 0 10 3 13 16 18 2 4 4 4 16 16 6 12 3
split_gain=5.36845 6.53232 5.09573 4.29476 5.08477 3.64499 5.21777 3.45795 3.53729 10.934 6.81991 4.11136 3.94752 3.81167 9.88219 6.34034 6.79977 7.04856 4.53119 5.28258 5.0509 3.86433 6.44619 3.69382 12.7344 8.35574 8.71617 10.0388 9.31058 8.59596
threshold=11.949972055800002 285.01633004880006 8.0437227585500022 23.636018850950002 73.265860971000009 118.55293817840001 89.721913187450014 54.884872733100003 26.709562027450005 17.684958644900004 73.733652685700008 219.56639384385002 16.701926737050005 5.1351199812500008 87.143681840350013 102.65877371115 78.196493182200015 79.47351079420001 98.050756475600011 14.504966081100003 13.154691941050002 98.91243606750001 257.19770387215004 309.77412212245002 312.24436677560004 22.664946999500003 16.024962526700005 15.885371159150003 386.53797981375004 90.988176966900014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -2 10 -10 11 12 -9 14 -12 16 17 -15 -19 20 -20 -18 -23 -21 -25 26 -26 28 -28 -29
right_child=7 3 -4 -5 5 -7 -8 8 9 -11 13 -13 -14 15 -16 -17 21 18 19 23 -22 22 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.082591607004210074 -0.1063595340955924 -0.1128428569756427 0.038100222089772241 -0.15941444549967387 0.062545288390895071 0.16345499782377879 -0.10882357907087964 0.13667405799073948 -0.066908470109897311 0.069165059994927058 -0.11250769667034835 0.12647308041007763 -0.11657827917953395 -0.1350722356772654 0.11175138374937388 -0.10468229073707125 0.11938348668891843 0.099464128495039231 0.025982803446009645 0.0097832666166506998 -0.14796239156457433 -0.076526296210000677 0.075693994153565758 -0.13767281243202503 0.080654594052291986 0.078625992177897425 -0.13005735794489612 0.11097622971210164 0.057156799113923906 -0.023419775216495926
leaf_weight=22.951451139524583 2.890408366918563 2.1614165371283915 4.1273303292691699 1.3032660782337178 8.8182426206767541 2.4230969231575719 2.2250337339937678 0.99535802379250382 21.781014783307914 8.1016045641154033 7.8059718161821348 7.2528484482318163 1.6127125266939399 3.6321410052478305 2.6259815394878387 5.2000394500792018 7.5435660518705872 4.9998723715543738 2.6915687602013341 328.5460721347481 4.3954108916223049 3.9887775406241408 9.1954541355371457 7.5791504196822634 7.9670358132570973 11.036180173978208 13.802604153752329 5.8038777634501448 3.2895373292267314 26.436312846839428
leaf_count=704 132 100 37 14 58 16 70 6 291 44 202 24 39 45 8 66 29 20 39 1987 57 49 38 107 33 54 137 21 18 188
internal_value=-0.0002506 -0.0337319 -0.0641958 0.0149908 0.0295352 0.0523876 0.0280174 0.00270129 0.00333647 -0.030017 0.00547345 0.0877527 -0.0199257 0.00369628 -0.0560561 0.00509356 0.00638825 0.00363 0.00483944 0.00368985 -0.0818996 0.0623014 0.029641 0.00518955 -0.0146913 -0.00105131 -0.0163976 -0.0320713 -0.0940263 0.000774188
internal_weight=543.183 44.0098 27.0788 16.9311 15.6278 13.4664 11.0433 499.174 496.283 29.8826 466.4 9.86092 2.60807 456.54 10.432 446.108 440.908 420.18 416.548 411.548 7.08698 20.7278 13.1842 404.461 75.9147 68.3355 57.2994 49.3323 17.0921 32.2402
internal_count=4633 999 741 258 244 144 128 3634 3502 335 3167 69 45 3098 210 2888 2822 2706 2661 2641 96 116 87 2545 558 451 397 364 155 209
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=19 7 10 7 0 17 2 19 12 3 5 2 8 0 16 7 15 8 10 6 14 12 14 9 7 18 8 15 5 5
split_gain=4.90643 3.57612 3.13455 2.79524 6.42047 3.9288 4.26364 3.09777 3.47102 5.41407 7.3368 5.1314 5.25072 8.47707 6.54064 4.589 4.51331 3.40024 4.75994 8.24059 4.64271 10.3089 9.95997 6.13002 6.18866 9.71738 3.96422 3.60629 7.88125 5.07453
threshold=8.9507221716000007 29.911984439950004 54.884872733100003 19.052023743050004 75.381677519650012 171.19957438235002 224.74008820395002 14.651182102100002 74.22129117770001 95.002044955650021 30.475484469950004 59.078594408600004 8.9430209551500024 87.525442894850016 22.724946859200003 19.506002767000002 51.19990836680001 8.7431769115000026 61.971648364950006 16.535386346650004 190.82453961930005 121.79144674955002 184.01697809940001 185.62570708695003 22.721067571950005 15.079587624050001 8.1436447804000007 41.195083317300011 21.324133279950001 23.803605515150004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 -6 11 15 -10 14 -14 16 -11 17 18 19 27 21 22 23 -20 -25 -26 -24 28 -13 -29
right_child=1 -3 3 4 7 -7 -8 -9 9 10 -12 12 13 -15 -16 -17 -18 -19 20 -21 -22 -23 26 24 25 -27 -28 29 -30 -31
leaf_value=-0.1074913371462613 -0.10569060775799162 -0.10502708763600065 0.04284163421895501 -0.11466647017405276 0.054878968689079904 0.11776116021558194 -0.096872885686533253 0.041402723048886848 -0.081140851735585426 0.063598768520185894 0.053129468429417126 0.03402915314152475 -0.20110703688345921 -0.00087077859557819028 0.090125536730753131 -0.11297110405060994 -0.12355213012222194 0.046184490075427437 -0.06519182670740517 -0.15430708711693786 -0.0018627566238212424 0.102999663709816 -0.026965554253440001 0.088616489375431151 -0.01567492851791679 0.092966485245029679 -0.18629064069818865 0.073886941212934501 -0.14136996465013404 -0.044446958592844754
leaf_weight=4.2332542845979324 2.7275108518078914 3.1862588329240671 9.8228663839399832 4.800363913178443 11.251672398298977 4.8366983551532021 2.8087942600250235 18.761710572987795 7.5088213700801125 1.6767227184027458 4.7195714954286805 4.8249462991952949 3.2930240221321565 5.9065150916576385 8.6027828454971296 12.050881937146185 2.8414920642971984 17.404770689085126 7.3303590808063737 5.0156651288270941 293.52894148696214 14.034507580101488 2.9545704443007699 14.405203633010386 31.422360006719828 11.155999006703494 3.3125663958489895 7.709567226469515 5.461527606472373 6.8382684513926506
leaf_count=245 137 178 60 194 43 29 40 78 65 9 20 17 28 33 27 234 55 69 48 32 2434 72 30 60 189 68 29 23 39 48
internal_value=-0.000260697 0.000595469 0.00123406 0.00179032 0.000434723 0.0411205 0.0117745 0.00153535 -1.24608e-05 -0.00132098 -0.0544265 0.000838964 0.00221904 -0.0725464 0.00379353 -0.0914044 0.00205924 0.00289827 0.00105171 -0.0373925 0.00408641 0.0247239 0.00915937 0.0208858 0.0319589 0.0127903 -0.111179 -0.0137798 -0.0590977 0.0182636
internal_weight=534.428 530.195 527.009 524.281 506.813 17.4684 12.6317 502.012 483.251 471.999 18.4472 453.552 446.043 9.19954 436.844 13.7276 428.241 425.399 407.994 29.85 378.145 84.6156 70.5811 64.3139 56.9836 42.5784 6.26714 24.8343 10.2865 14.5478
internal_count=4633 4388 4210 4073 3944 129 100 3750 3672 3629 263 3366 3301 61 3240 243 3213 3158 3089 159 2930 496 424 365 317 257 59 127 56 71
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=19 7 17 7 13 0 16 19 5 0 12 2 8 16 15 6 10 0 10 3 2 8 17 15 9 6 6 0 5 10
split_gain=4.41388 3.21706 2.70104 3.93288 6.74115 4.86219 3.84297 5.78801 7.00339 5.71391 5.26692 3.73669 3.61965 10.3506 3.48799 3.22134 8.77207 7.22624 4.9248 6.08742 3.2884 5.21554 3.11605 6.51059 5.10117 5.37633 8.80578 4.82686 4.31449 4.98497
threshold=8.9507221716000007 29.911984439950004 238.05090660085003 26.756201080000004 81.769454037550005 102.21786657775002 11.864972254500001 10.650859343850001 13.477720021600001 105.7585659356 175.541285848 219.56639384385002 7.1444245619500011 17.874958200600002 15.982696749500002 5.1351199812500008 87.143681840350013 102.65877371115 78.196493182200015 79.47351079420001 98.91243606750001 7.7439566930000003 166.68115439205005 25.716185026400002 54.842324361600014 13.575317185100001 13.775321858200002 97.886760529650019 15.839549529050002 70.182199495350019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2 15 -10 14 -4 -14 -11 16 -8 18 19 -17 -20 -22 23 -21 -24 -26 -27 28 -28 -30
right_child=1 -3 12 4 5 -7 9 -9 10 11 -12 -13 13 -15 -16 17 -18 -19 20 22 21 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-0.10690233702302027 -0.11817366757952402 -0.1045652895407526 0.12558149009549985 0.051111216272675154 0.00028747356862943705 -0.094529507284224296 -0.11154867071502411 -0.11989265889604575 -0.10533559548173735 0.12066936333555341 0.077497245797143177 0.11400478830634547 -0.13683403185766457 0.10709989300636054 -0.11472190705231117 -0.13129151286797269 0.10674910411434596 -0.12150832132212681 0.10708318103028724 -0.098796198527330292 0.073990445606540764 -0.055574561862746376 0.064779607880571813 0.028891491268084248 -0.042546947772726017 0.076088181475182329 0.11647948987483044 -0.11753808848443291 0.0080150374479190656 -0.026420006039916167
leaf_weight=3.8504408942535511 3.8623139169067171 2.8951307823881498 4.027213351801036 7.0392509903758791 8.4426338449120539 15.047789143398402 7.0930660348385555 6.3070299960672846 1.9715384589508156 1.0250581391155704 7.845765745267272 7.5533161833882332 2.9464882127940655 4.246345266699791 1.6312899962067602 3.3639953769743434 2.485936127603054 4.5600370131433001 7.2585552521050003 8.5867398446425813 7.9083424024283868 5.1172401215881109 14.016048781573771 7.4645693926140657 23.919303053990006 17.267994940280914 3.3800440579652777 3.2960042282938948 284.61471064202487 49.325693042948842
leaf_count=245 107 178 22 78 67 321 200 131 74 6 33 31 43 16 42 45 8 68 29 248 40 48 64 87 186 75 8 33 1662 438
internal_value=-0.000226393 0.000556734 0.00114021 7.32586e-05 -0.0347285 -0.0604516 0.00228744 -0.040639 -0.00409893 0.0041531 0.0407802 0.0781282 0.0496742 0.00717426 -0.0238868 0.00247347 -0.0548962 0.0037222 0.00503341 0.00268312 0.0531461 0.0230894 0.00377737 -0.0394158 0.00552894 0.00335384 0.00642163 0.0028898 0.00406651 0.0029287
internal_weight=528.35 524.499 521.604 510.384 30.5297 23.4904 479.855 19.9866 13.6796 459.868 9.8173 10.2097 11.22 7.19283 2.65635 449.658 9.579 440.079 435.519 415.235 20.2841 13.0256 411.871 16.0513 395.82 381.804 357.884 340.616 337.32 333.94
internal_count=4633 4388 4210 4129 466 388 3663 345 214 3318 107 79 81 59 48 3239 208 3031 2963 2846 117 88 2801 335 2466 2402 2216 2141 2108 2100
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=19 7 3 5 7 7 19 18 18 12 5 10 7 7 9 4 6 18 7 7 16 10 15 0 3 2 16 10 17 17
split_gain=3.96906 2.89326 2.55428 6.42965 5.95138 6.04306 4.37172 4.05971 8.09314 4.01863 3.89933 3.7093 3.554 6.70202 7.08833 7.26187 7.38537 6.98855 9.57731 7.72592 7.87394 8.50165 6.70384 5.77719 8.60844 5.43371 5.43243 7.60699 6.72311 7.25521
threshold=8.9507221716000007 29.911984439950004 103.28787291370001 29.110986871100003 20.714163848350005 21.833224794850004 13.351077205700003 14.170404054850001 13.344136431100003 219.88098848225005 29.260164586050003 73.007768990450018 22.721067571950005 23.109894804950002 186.70853236170004 195.04069921150003 16.505385645700006 13.988302431200003 23.853977146050003 23.960918281000001 22.644947046300004 62.014663695050011 31.890196708700007 85.990333302400003 93.733092718100025 86.916594916350007 22.534947303500005 62.046925192600007 199.05253715360001 195.44378352670003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 10 8 -2 -6 -5 -11 23 14 -14 -16 -17 26 22 -20 21 -21 -19 24 25 -7 -15 -28 29 -29
right_child=1 -3 3 6 5 12 -8 -9 -10 11 -12 -13 13 17 15 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10635356242054657 0.055419409549357049 -0.10414506178532544 -0.11601358369121878 0.11552431573924611 -0.081439618484652115 -0.025370067389409792 0.036537812660420638 0.13691134781515779 -0.13681221100065691 -0.068588955328334575 -0.142462585651283 0.066790388734402045 0.038790657617875951 0.059126298290347101 0.0020674282228694556 -0.15014474714870771 -0.025974549523977382 -0.044992052307693535 0.094219050848058802 -0.16396852673479848 0.099847732964268063 -0.0047267276313544253 -0.19625388371733679 0.055124769899256132 0.016671250443830669 -0.22135566069090828 0.03271874389066437 -0.035000108969007543 0.039189210779977446 -0.19811791447167498
leaf_weight=3.5010884562507263 17.477808804251261 2.6296550650149575 6.4741779044270542 0.73381376266479437 14.697539925575258 3.0548753589391699 10.627623835578559 4.4536529425531617 2.5038748923689118 3.6731266342103464 2.9057628251612186 4.5075460001826286 8.824330657720564 32.89113724604249 11.055122308433058 11.656353475525977 8.131593953818081 14.284823147580029 8.3538806084543449 3.4086390063166609 7.0870899111032477 204.1379803493619 3.6860300973057738 31.347264355048537 34.362001404166222 2.6347383186221123 41.763993695378304 8.8201674818992633 6.5504853799939147 3.946969185024499
leaf_count=245 129 178 266 6 195 14 104 10 34 42 96 16 50 165 47 100 41 144 31 30 31 1933 27 193 177 28 198 44 28 31
internal_value=-0.000238813 0.000480231 0.00101545 -0.0333619 0.00246085 -4.65817e-05 0.00414384 0.0505745 0.0313312 -0.0501716 -0.0904471 0.00600499 0.00252467 -0.00137255 -0.0402395 -0.0628504 -0.0991187 0.00323064 -0.00579017 -0.000130454 -0.00380268 -0.00734203 -0.0760176 0.0229717 -0.00219365 -0.116127 0.0263612 0.00871787 -0.0431711 -0.0854281
internal_weight=520.183 516.682 514.052 20.7414 493.311 468.876 14.2672 24.4353 19.9817 22.8782 3.63958 8.18067 445.997 374.599 39.6674 30.8431 19.7879 334.931 240.958 222.988 214.634 207.547 17.9709 71.3989 40.0516 5.68961 93.9728 61.0816 19.3176 12.7671
internal_count=4633 4388 4210 472 3738 3565 206 173 163 253 102 58 3312 2900 238 188 141 2662 2196 2025 1994 1963 171 412 219 42 466 301 103 75
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=19 13 16 7 10 18 7 7 10 7 6 15 18 13 3 5 9 6 9 2 0 6 2 10 0 5 3 13 12 7
split_gain=3.63656 2.72794 4.59657 4.27644 3.90798 7.07878 4.80424 2.88179 3.66054 2.62799 2.44064 5.9086 5.79441 3.01299 2.33646 5.83812 4.31851 6.31054 7.18298 10.4144 6.0075 8.67233 5.93387 5.02357 5.38617 7.32563 5.38861 4.2451 5.25491 5.13938
threshold=9.8507947922000021 81.769454037550005 11.949972055800002 27.589407812900003 85.549426169000014 17.370891598500005 20.631538035450003 28.105062539450003 89.89935142405001 20.558604996750002 4.9151148409000003 17.480288512750004 16.291971004950003 89.208417684550014 103.28787291370001 29.110986871100003 186.70853236170004 17.130400249100003 185.62570708695003 118.20523333310003 85.732241321850012 16.465384711100004 56.799426908350007 61.993156030000002 85.121961326250016 30.133297129900004 94.227769014100019 117.69263157665002 119.80689146465001 22.435297587800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 4 -2 5 6 -3 -5 -9 -1 11 12 -4 -12 16 -16 17 18 19 22 21 -18 -15 24 25 -23 -26 28 29 -24
right_child=1 2 10 7 -6 -7 -8 8 -10 -11 13 -13 -14 14 15 -17 20 -19 -20 -21 -22 23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=0.10105246628548255 -0.11582236735218665 0.044905959879500711 0.074071425860988624 0.17636168811385391 -0.11134018269910427 0.087504696855649211 -0.094169726171839163 0.11627234800740778 -0.10416781766177968 -0.085259064994594166 0.11161009099693037 -0.10816584575555309 -0.11035160065819723 0.08457144446667561 -0.11511772347883459 0.0042627355142676382 -0.16366677726165837 0.13508967492104976 0.084795765187322444 0.029636159505938876 0.0035885404174115748 -0.10034959578546597 -0.11182689488819585 -0.1147420563252291 -0.038393911611871154 0.065985279619273529 0.10492269854881189 0.03359617990663457 -0.22993890088419558 0.036512237047528963
leaf_weight=0.84357016533613016 1.1194434920325864 3.38270414434374 5.7159296385943872 2.5829006768763065 6.1925417846068731 4.601761255413293 9.3473723893985134 2.0349483191967015 1.1960384957492349 7.3843545452691615 2.5594180822372428 6.6081016026437274 2.4270259533077478 2.5956933051347759 5.8038326306268599 13.924786089919506 4.926717421039938 4.8565334454178801 13.365224141627548 48.409801404923201 319.44335440266877 8.2217103764414841 8.6295328084379452 4.6378623973578206 4.2691430356353504 3.9055095314979544 6.8060272410511971 2.8630094900727263 2.5503084547817698 3.2023185063153496
leaf_count=15 27 32 34 7 241 18 208 7 78 372 15 234 65 9 262 201 60 19 60 311 1957 74 119 79 30 13 23 10 36 17
internal_value=-0.000209849 0.000862126 -2.99913e-06 0.0631569 -0.0431526 -0.0187897 -0.0572138 0.0976187 0.0346704 -0.0661574 0.00213074 -0.0379098 0.0191037 0.00341204 0.00280795 -0.030857 0.00432194 0.0243461 0.0177563 0.00462828 -0.000594258 -0.0413721 -0.0563885 -0.0197304 -0.000738783 -0.0467823 0.0496785 -0.0776054 -0.099742 -0.0716786
internal_weight=514.407 506.18 499.246 6.93333 23.5244 17.3318 12.7301 5.81389 3.23099 8.22792 475.722 14.7511 8.14296 460.971 458.411 19.7286 438.683 86.4724 81.6159 68.2507 352.21 32.767 19.8409 27.8403 23.2024 12.1272 11.0752 17.2452 14.3822 11.8319
internal_count=4633 4246 4127 119 499 258 240 92 85 387 3628 333 99 3295 3280 463 2817 581 562 502 2236 279 191 219 140 87 53 182 172 136
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=19 15 19 8 12 2 6 15 15 10 8 8 13 5 10 9 7 0 8 18 7 16 4 10 16 14 12 14 9 18
split_gain=3.30837 2.28202 2.42266 3.01989 2.5422 4.33203 4.55226 8.24961 3.13209 5.10072 2.8539 3.68907 2.63994 4.48004 2.47825 2.33549 2.28164 6.26029 4.24704 5.16641 3.74554 3.67262 3.4412 3.27748 2.65096 2.4773 9.1148 7.08064 7.19931 4.78064
threshold=8.9507221716000007 52.561095883800007 14.651182102100002 8.6432548896500023 74.22129117770001 59.078594408600004 17.435407375500002 34.139075990150012 30.247508226550003 69.165962322050021 8.9430209551500024 8.7431769115000026 119.85415191350002 30.475484469950004 62.068432857650002 21.030606243000005 19.052023743050004 84.226704768850013 4.046841884750001 11.634276750250001 19.506002767000002 22.764946765650006 333.92249592315005 61.821094709650005 22.764946765650006 190.82453961930005 121.79144674955002 184.01697809940001 182.80199813410005 15.079587624050001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 10 -8 9 -6 11 15 -9 -14 -5 -7 18 20 19 -17 -18 23 -21 -19 -22 26 27 28 -25 -30
right_child=1 -3 3 14 5 6 7 12 -10 -11 -12 -13 13 -15 -16 16 17 21 -20 22 24 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10544270679351098 0.047909475809071331 -0.088713092022076973 0.0725287293376458 -0.068615477644637185 0.075741241323673159 -0.11078954855622702 -0.14969094258295362 0.088713193472116508 -0.16494701737236336 -0.13088849587589307 -0.070010633372378214 0.047436263329325712 -0.12104025529372407 0.060575619386180612 0.044011170646237482 -0.099664410115406735 0.022458067975916561 -0.10808845788970145 0.14553337884533382 0.087603878213954448 -0.092351305437593151 0.091171369608432806 -0.039612891414979715 -0.1159484903355632 -0.30057358025856562 -0.0028812614051436877 0.095781391942226624 -0.10019552712392571 0.0081723801676347983 0.081355311679205233
leaf_weight=2.9703979762271038 10.638924675062297 2.8571983641013494 10.261158723384144 3.749907422810792 2.3540727943181983 1.8785560056567181 5.653938198927789 2.6866838131099922 2.6329240053892136 2.4256546255201101 5.5260116923600426 17.399906847625971 2.7846863269805908 2.6515029519796371 4.0787974819540977 3.088430066592994 2.9308366104960433 2.757924521341919 2.9865089626982799 6.8929007202386838 7.5121384365484101 4.522669054567813 3.0747696757316589 4.1069524688646188 0.66560810804367054 307.32228591619059 12.361999459564684 6.1014290880411854 52.122523009777069 10.770720913074909
leaf_count=245 51 49 35 27 8 76 214 14 18 40 41 72 38 9 16 43 23 24 20 27 297 14 37 35 5 2669 73 59 285 69
internal_value=-0.000216039 0.00040315 0.000910427 0.0368405 -0.000432902 -0.00151975 -0.000312758 -0.0569393 -0.0773654 -0.0291209 0.00141312 0.00229708 0.00762065 -0.0324571 -0.00993639 0.000466684 0.000955899 -0.000487621 0.0379536 0.0133453 -0.0745369 0.00156849 0.0483608 0.000543969 -0.109299 0.00130673 0.0163665 0.00293686 0.0123287 0.0207053
internal_weight=507.768 504.798 501.94 18.0899 483.851 473.212 465.799 13.7768 7.41265 4.77973 452.022 446.496 8.12287 5.43619 7.8287 429.096 427.218 411.175 16.0426 13.0561 11.1086 400.067 9.96767 395.544 8.17775 392.786 85.4636 73.1016 67.0002 62.8932
internal_count=4633 4388 4339 78 4261 4210 4144 275 66 48 3869 3828 61 47 43 3756 3680 3553 127 107 325 3228 64 3214 302 3190 521 448 389 354
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=7 17 17 6 9 0 7 8 5 5 5 5 0 5 3 7 17 5 10 16 0 2 0 10 4 18 15 10 5 7
split_gain=3.14436 2.78741 2.15973 3.35553 8.20235 5.46913 5.3072 5.25648 5.30165 5.06726 4.59854 4.59841 4.58813 5.39167 6.73826 6.22379 5.3751 4.48577 3.71 3.68466 3.01407 3.00971 2.88578 2.83716 2.54831 3.71358 2.50705 4.74568 4.54842 3.70509
threshold=29.911984439950004 158.19986339130003 238.05090660085003 10.715250360100002 74.737174262250008 95.550490414250007 20.797746106000002 1.6487133604500002 8.3129063967000025 9.1899936892500005 7.9916986750000012 5.3654262215500008 103.37390357390002 13.812766882300002 80.785478361850011 25.959674155500004 201.39543491635001 16.222050829800004 90.679004281900021 14.464966174600002 97.886760529650019 207.58106365020004 109.63801101780003 75.629015667650023 196.82258699960002 16.884724796650001 46.674706678850008 62.025417527550012 25.361845021250002 23.209106085000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 10 -9 11 18 13 24 15 -15 19 20 -7 -17 -16 -4 -23 26 -5 -26 -19 28 -28 -30
right_child=-2 2 21 12 -6 7 -8 9 -10 -11 -12 -13 -14 14 17 16 -18 23 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.079465366238382573 -0.10296476404801723 0.020576212726328969 0.10313303771402633 0.11002538462367713 -0.10250595849332532 0.033691569827058905 -0.15029452888708772 -0.054574450562684555 -0.12588767037699136 0.08195978840383511 0.19027243496413537 -0.10823421383402539 -0.11312638706400664 -0.10713713383293109 0.097158749803455235 -0.039250216692905224 -0.12098774869703044 0.0056509280058261568 -0.10592875515733889 0.088940697928654611 0.0093567222743752756 -0.058089383825540214 0.085557890418655302 -0.076990878379533001 -0.055156545740424202 0.066590384458550089 -0.06435747156890026 -0.10821673141426709 -0.039628246633797812 0.099741546271572779
leaf_weight=4.3302936642430714 2.9594163382425895 3.005960088223218 4.9129904452711326 6.1130153760314014 10.46928098797798 13.11773648764939 4.5984844854101539 3.4383686287328628 3.9497372880578032 12.97903220169246 1.2038214933127154 3.8948141420260063 3.3625026587396851 10.596808109432461 8.5773041993379575 3.861440531909464 2.8970626890659323 341.19890936231241 2.2261442532762876 5.3472796082496643 7.1845917329192153 3.6332988403737545 2.2737082000821829 4.4188690260052672 3.5496141556650391 8.5166145730763656 6.2822197843343046 5.6683653481304637 3.0106628704816085 5.2056999057531357
leaf_count=233 282 17 33 21 221 157 126 67 65 62 9 129 72 181 33 27 42 2344 107 25 41 34 14 26 32 40 61 72 41 19
internal_value=-0.000191241 0.000417272 0.00111539 0.000128957 -0.0222457 -0.00488992 -0.0827511 0.00961867 -0.019825 0.0533648 0.000667547 -0.0111966 0.00322319 0.00414933 0.00175354 -0.0511744 -0.00218744 0.00490283 0.013435 0.0351871 0.0571368 0.0453022 -0.00279709 0.00265204 0.0574241 0.0307752 0.00362593 -0.0306344 -0.000302824 0.0486733
internal_weight=502.784 499.825 495.494 484.674 58.8834 48.4141 7.60444 40.8097 24.3923 16.4174 20.4425 19.2387 425.791 422.428 404.249 22.7026 12.1058 381.547 15.3439 9.20872 15.7619 10.82 5.90701 365.785 18.1792 12.0662 361.366 20.1669 14.4986 8.21636
internal_count=4633 4351 4118 4037 960 739 143 596 467 129 402 393 3077 3005 2912 275 94 2637 264 52 74 81 48 2563 93 72 2537 193 121 60
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=7 17 9 13 13 18 2 10 10 0 12 5 14 0 17 6 8 0 7 4 16 18 18 16 10 4 12 6 12 0
split_gain=2.83495 2.38602 2.22568 1.78803 6.36505 4.75946 5.32506 4.61498 4.12541 4.87255 4.08156 7.37319 3.64479 4.19973 6.54284 3.59499 3.20457 4.79943 2.73259 2.18978 4.5355 6.61173 6.63859 5.72901 5.94259 6.16449 6.80316 7.67388 8.48891 8.42375
threshold=29.911984439950004 158.19986339130003 43.730860148300003 95.937628385050019 92.792132372400019 17.327266398450003 263.5517324101001 81.573196594050017 81.011308844800013 102.21786657775002 216.20511703005005 2.7155367820000005 316.16904661820007 109.03310793845002 177.73379099395004 5.1351199812500008 1.3489472949000001 112.02536183765001 21.115414688150004 244.15918208790001 22.674946976100003 13.405741979600002 13.023955459300002 16.024962526700005 72.62331947780001 309.25865594525004 249.73381652755003 15.885371159150003 386.53797981375004 88.729872137350014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 7 -7 8 9 15 11 -3 -12 14 -14 -5 17 -15 -6 -17 23 22 -22 -21 25 -25 -27 28 -28 -29
right_child=-2 3 -4 5 18 6 -8 -9 -10 -11 12 -13 13 16 -16 19 -18 -19 -20 20 21 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.070955008705360478 -0.10269082266535363 0.059985758397293247 -0.11242715438930612 -0.10959230943533889 0.024241606329730055 0.095689545265034412 -0.052093342044057966 -0.10153518541382119 0.071470955516119608 -0.094262984718926607 0.13959328303671745 -0.10730762756626673 0.079376657344256418 0.092033520192261839 -0.10265516369688853 0.009523349574157635 0.082862713791593559 -0.1100337814612819 -0.11369071760408256 0.028072154353924617 0.048808343730445014 0.075279719546789248 -0.15085316809248978 0.0044572556850774213 -0.099997986920293019 -0.12913270410158684 -0.12462580249356509 -0.023001953707568339 0.066675985053061076 0.10927940874996832
leaf_weight=0.82878927700221439 2.6845707269385448 4.0925425207242352 3.2854275465942919 2.8683761712163678 1.7469562236219633 10.431830607354639 3.1819572299718848 4.3374993866309515 8.4124263748526555 5.3296063952147952 2.4727000482380417 7.3946847030892968 2.9666696880012768 2.1346493354067198 5.9045038037002087 220.38277950044721 8.7130886334925872 2.615818664431572 8.0766585962846857 31.038974829018116 3.5645166635513332 14.834817342460154 3.1254196409136057 74.514287495985627 8.5986399725079519 7.3902285927906624 11.525750666856764 25.516657884698365 2.9040574692189685 5.9334346503019324
leaf_count=25 282 39 208 121 14 42 33 120 39 81 13 285 14 17 122 1523 63 90 169 209 22 76 32 411 99 127 121 198 14 24
internal_value=-0.000206142 0.000350657 -0.0754857 0.000987394 -0.0177534 0.00293447 0.0611482 0.00109262 0.00213771 0.000740772 0.00157428 -0.0477062 0.0243939 0.0116401 -0.0417807 0.00196914 0.0468391 -0.0192337 -0.0891619 0.00275091 -0.00514829 0.0380613 -0.04447 -0.0107036 -0.0195284 -0.0141136 -0.0400905 -0.0257478 -0.0861255 0.0019545
internal_weight=496.808 494.124 4.11422 490.01 46.1183 443.891 13.6138 430.277 425.94 417.528 36.2947 11.4872 24.8074 22.3347 8.87117 412.198 13.4636 4.75047 9.82361 409.33 188.947 21.5248 6.68994 167.422 136.383 127.784 53.2701 45.8799 14.4298 31.4501
internal_count=4633 4351 233 4118 826 3292 75 3217 3097 3058 643 324 319 306 136 2977 170 107 183 2856 1333 130 54 1203 994 895 484 357 135 222
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=6 5 5 3 10 18 7 16 15 15 16 16 7 15 15 18 0 12 18 5 6 15 6 19 8 14 17 18 0 16
split_gain=2.78714 2.24994 4.86316 2.50842 3.56005 2.64462 4.36873 7.68203 5.98188 4.23486 4.78247 3.24231 4.19087 2.40794 4.72734 2.3905 3.63346 2.36209 2.35999 3.18965 2.26997 6.44277 6.23113 4.73692 5.37724 4.47289 6.9735 4.80998 5.63459 4.27297
threshold=1.8500432259500001 2.7155367820000005 7.754880527600001 63.211027563100011 88.512107028750009 17.108018746400003 26.545218975000001 17.684958644900004 20.343341900300004 19.077611477100003 9.9149768145000028 11.864972254500001 20.631538035450003 12.38011581135 12.074057039900003 16.399957653700003 97.789976036950009 373.75708690635008 16.435318745950003 1.6209823962500003 16.485385178400005 40.42701969085001 16.565387047600002 14.451165964200003 8.8430989333000021 245.99173885435002 188.27285108100003 13.220529463200002 85.882794977150013 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 13 -4 5 11 -7 8 9 10 -8 12 -5 14 17 20 -17 -3 -2 -20 -13 22 29 -24 -25 26 -23 28 -27 -22
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12 15 -14 -15 -16 16 -18 -19 19 -21 21 25 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.10667589568010545 0.11067281923201128 -0.1072364436811104 0.11279906840574955 0.043387467853987755 -0.094347713116932408 0.095762026026312064 0.085574250260867415 0.11820856782308649 -0.12603023448216732 0.11740477844941165 -0.12957148174636998 0.0070929696529481653 -0.088652525263869117 -0.091396470605076316 0.14493487558609533 0.053371215606174055 -0.068751598920119825 0.094001095539604548 0.10808305672422031 -0.10977207063307544 -0.056867552714757755 -0.0042589172547626286 -0.038025948759849479 0.088338146469502721 -0.019488084106047993 -0.017858748254402229 0.12269568180726292 0.022025617931101554 -0.19594957084137743 -0.18757573681814954
leaf_weight=2.446986206341534 3.7276379615068427 2.8854820090346034 2.0074032209813586 3.340146465227007 3.9016120969317845 7.7402466852217939 1.7444329001009444 4.3154594749212256 4.6420736163854599 2.7382688336074352 2.5341459643095732 301.82344726799056 8.5744831655174476 8.6154529447667283 1.4932721015065906 3.1843109335750333 10.370990082621573 0.73106221668422211 1.2204435467720034 1.4956832844763992 18.15060432814062 8.6987571865320223 23.647944406606257 8.4557517841458338 10.208861101418732 6.5637104641646165 8.6083946302533132 19.919885780662298 2.4358560144901276 2.9007729925215235
leaf_count=188 11 151 24 33 227 30 7 17 67 9 44 2040 224 343 8 19 124 16 6 65 128 36 510 27 62 49 21 101 27 19
internal_value=-0.000218814 0.000316447 -0.000471159 0.00125494 0.000772882 0.00157862 0.034102 0.00422514 -0.0379649 0.0202956 -0.0418537 -0.000186786 -0.0516364 -0.0591393 -0.00475183 0.00125568 -0.0400634 -0.0665575 0.0590141 -0.0118827 0.00261706 -0.00971003 -0.0304198 -0.00830064 0.0293611 0.0186773 0.058887 -0.00538658 -0.0660615 -0.0748785
internal_weight=489.124 486.677 480.233 466.508 464.5 460.599 23.7146 15.9744 11.6589 7.01685 4.27858 436.884 11.9146 13.7253 5.10982 424.969 13.5553 3.61654 6.44376 2.71613 411.414 109.591 63.3639 42.3126 18.6646 46.2266 17.3072 28.9195 8.99957 21.0514
internal_count=4633 4445 4363 3845 3821 3594 174 144 127 60 51 3420 257 518 175 3163 143 167 82 71 3020 980 746 599 89 234 57 177 76 147
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=19 6 5 15 7 0 10 7 10 6 13 17 17 15 18 15 15 19 4 12 10 16 3 0 10 6 6 7 5 10
split_gain=2.58072 1.96706 2.60399 2.4213 3.24543 2.4479 2.68573 6.32664 3.78278 4.40129 3.36697 2.3139 2.06585 4.53154 3.98284 2.9258 2.48284 3.30674 3.20663 3.49712 2.48458 4.41553 5.06616 2.60782 11.2371 5.59959 5.59543 7.33117 6.16207 5.42049
threshold=8.9507221716000007 1.8500432259500001 1.6209823962500003 10.623212892000003 20.253927392100007 118.55293817840001 87.313054702550019 24.573979631000004 86.751166953300014 5.1351199812500008 86.968932061850012 246.55589432395001 220.65822113860003 24.322764446600004 17.108018746400003 15.840011140850001 17.319441631400004 11.250907757600002 263.48865013970004 99.140885195450011 81.011308844800013 14.464966174600002 83.613736315050019 95.746747857800017 70.182199495350019 14.815346158200002 13.115306437050002 20.797746106000002 17.687678651600006 72.327589083450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -8 9 10 -5 12 14 -14 15 -11 18 -18 19 -17 21 22 -19 24 26 -26 27 -23 -28 -25
right_child=1 2 3 5 -6 -7 7 -9 -10 11 -12 -13 13 -15 -16 16 17 20 -20 -21 -22 23 -24 29 25 -27 28 -29 -30 -31
leaf_value=-0.10659306079297214 -0.1076896193729541 0.11431934376646445 0.12798128490141411 0.029343115977041041 -0.11393341741961534 0.096790735867175515 0.084393985861665258 -0.10807099201949205 0.099439694115760813 -0.0648873039873335 -0.10892377779288742 0.074124504465677088 -0.1261715419497412 0.005178893561809908 0.066560017105144045 0.10880526107551114 -0.058065253579191657 -0.14157974251390265 0.094991996160079847 -0.12643947778661077 0.063353179636687906 0.030495967106305116 0.036909997780535275 0.064276112428091198 -0.087251028154969906 0.016981755617613153 0.092510418000053107 -0.16190291447824368 0.004344133986563148 0.0026343308198874915
leaf_weight=2.2692076731473199 1.680838351137935 2.0079689621925345 0.65867722034454246 2.4529112726449949 3.5082497801631689 2.6456454233266404 2.3556688763201219 6.2112950761802495 3.8990802187472573 6.6624261783435932 6.2451866595074534 4.3909113872796288 4.0276091601699573 7.5503770187497139 9.4317414462566358 1.0232621575705692 9.3311690725386125 4.4615880735218516 6.0514679988846183 1.6524039544165132 6.5256990250200024 3.5229436978697759 2.4708701772615314 19.824099212884903 21.148183563724164 6.814902499318122 8.1656857505440694 4.5233098138123751 271.46908683422953 50.876890813931823
leaf_count=245 99 8 2 41 141 48 15 274 28 133 259 24 58 65 57 6 158 64 28 43 44 19 36 90 317 40 21 47 1892 331
internal_value=-0.000200144 0.000301169 0.000679397 0.000201923 -0.0756933 0.000869491 0.000330795 -0.0551487 0.0013584 0.000524542 -0.0699318 0.00188663 0.00117469 -0.0405137 0.00228695 0.000858977 0.00190724 0.000781442 0.0546856 -0.0364742 0.00215489 0.00113942 -0.0779623 0.0025588 -0.00132955 -0.0618484 0.00455299 -0.0776637 0.0069187 0.0199183
internal_weight=483.859 481.59 479.909 477.901 4.16693 473.734 471.089 8.56696 462.522 458.623 8.6981 449.925 445.534 11.578 433.956 424.524 417.862 409.134 8.72713 2.67567 399.803 393.278 6.93246 386.345 315.644 27.9631 287.681 8.04625 279.635 70.701
internal_count=4633 4388 4289 4281 143 4138 4090 289 3801 3773 300 3473 3449 123 3326 3269 3136 3059 77 49 2901 2857 100 2757 2336 357 1979 66 1913 421
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=7 17 9 15 19 12 8 10 3 3 8 9 8 16 6 5 18 15 7 6 9 0 8 19 19 7 17 18 18 6
split_gain=2.14459 1.82243 2.18944 1.72649 1.79735 2.54486 2.91492 4.67704 4.36474 4.47498 2.49334 2.11732 1.85784 2.94742 2.85423 4.67863 3.85937 4.21039 5.21139 7.17019 5.74476 4.95309 5.06833 3.88422 3.81786 6.1091 5.48017 4.90133 3.28569 3.03463
threshold=29.911984439950004 158.19986339130003 43.730860148300003 52.561095883800007 14.651182102100002 58.770113158150004 8.8430989333000021 57.772276765200012 92.238309997550019 93.394346993650018 8.6432548896500023 216.07042296730003 8.7431769115000026 22.834946602000002 16.505385645700006 25.704065249550002 14.012834869550002 46.055224235250002 22.435297587800004 16.525386113000007 186.16747084260001 85.866664228400012 5.9453602998000008 13.251069136700002 14.351157895250003 23.322419822750003 191.20566072810004 13.581061237400002 11.890615410500002 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 12 -8 -9 -10 -6 -12 13 14 15 29 17 18 19 -16 21 22 23 -21 25 -20 -26 -28 -25 -7
right_child=-2 3 -4 -5 10 6 7 8 9 -11 11 -13 -14 -15 16 -17 -18 -19 24 20 -22 -23 -24 28 26 -27 27 -29 -30 -31
leaf_value=0.076476919380816133 -0.10208289622864941 0.086767194793177502 -0.11138842489997268 -0.079653459821220435 0.066703536028564131 -0.0037813403900401918 0.080770787522976603 0.0023880983976376537 -0.22853763325735629 -0.065364459852847903 -0.064261249784267324 0.041215313885012005 0.036454067431620926 0.087384889525896195 -0.21342418076848171 0.067181052820604367 -0.14613170353720728 -0.13769489493522274 -0.10530766454948731 -0.11004931420988096 -0.23198256512344076 -0.18190856603654504 0.076064355133789008 0.04114045791903792 0.11266372972814559 0.045417002401297618 -0.05685150227722352 0.073156055474760104 -0.10810550602641467 0.021587708576153344
leaf_weight=0.79383804555982296 2.0576917836442581 3.3564339876174918 2.8386555514298379 2.6542748482897869 9.6357289701700228 284.34786773333326 2.8537465408444431 7.1504996195435551 2.1281632259488088 7.9937916044145823 3.6888945847749701 3.9314701929688454 14.376404561102389 3.8144456297159186 2.2794744241982725 10.83252979069948 2.3777043754234901 2.7093379497528067 5.3568034768104571 4.4916077926755049 1.2849430218338955 1.6158742606639851 6.0259198099374762 6.2215816183015686 7.3331686556339291 5.3998099789023399 6.363942973315714 5.3273835778236389 1.9335282118991015 56.524988185614347
leaf_count=25 282 13 208 49 35 2714 11 40 15 93 27 16 67 15 24 64 30 37 30 264 9 11 23 63 18 17 31 18 70 314
internal_value=-0.000213402 0.000227299 -0.0703327 0.000770314 0.00122512 1.6141e-05 -0.000632724 -0.0378263 -0.0574209 -0.099672 0.0328997 -0.00984417 0.00111374 -0.00011276 -0.00092595 0.00248154 -0.0213348 -0.0160684 -0.00992437 -0.0447546 -0.0269328 -0.0139462 0.000588723 -0.035374 0.0179726 -0.029644 0.0448954 0.00238901 0.00575512 0.000425463
internal_weight=477.701 475.643 3.63249 472.01 469.356 452.1 448.744 20.1262 17.2725 10.122 17.2561 7.62036 428.617 414.241 410.426 351.705 58.7211 56.3434 53.634 23.8529 21.5735 20.2885 18.6726 12.6467 29.7811 10.7566 19.0245 11.6913 8.15511 340.873
internal_count=4633 4351 233 4118 4069 3991 3978 159 148 108 78 43 3819 3752 3737 3092 645 615 578 464 440 431 420 397 114 47 67 49 133 3028
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=19 10 7 0 7 3 13 7 7 18 19 6 7 10 0 15 10 13 16 15 18 13 0 16 13 16 19 16 10 9
split_gain=2.22806 1.9905 1.99198 2.96842 3.19582 3.06475 7.30783 4.48857 2.46003 4.00809 5.64874 3.92676 3.57981 5.88979 14.9985 7.31753 6.39974 10.6455 7.09935 6.75575 6.31879 6.22559 9.74174 7.21994 5.78483 5.65644 5.83301 5.23593 9.61509 4.6436
threshold=8.9507221716000007 54.884872733100003 18.276616214250001 71.249517373150013 19.052023743050004 93.915907870950022 117.59047016770002 19.506002767000002 22.721067571950005 14.349689277800001 12.851036860900001 13.855323727400002 23.109894804950002 66.859265246100009 91.886121982450007 36.548474543700003 66.235542959850008 115.13321943645001 22.454947490600002 37.882159664350006 13.956123578150001 109.34496908160001 95.746747857800017 19.224955043700003 116.99094400460001 18.044957803000003 12.851036860900001 18.094957686100003 71.053259929650025 187.24995708280002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 8 7 -7 9 10 11 -6 -10 16 -15 21 17 20 -19 24 -14 22 27 -23 -20 26 -24 28 -16 -28
right_child=1 2 3 4 5 6 -8 -9 12 -11 -12 -13 13 14 15 -17 -18 18 19 -21 -22 23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.10625160417374951 -0.10492724328456607 0.056535256311856491 -0.093473902800016759 0.074571617239289054 -0.07532329057556722 0.034296819919669548 0.001128217168853455 -0.11029484459128835 -0.031601529520906634 0.076162278123315399 0.024807918060876819 0.084871233505536797 0.0040127584689387793 -0.15032334221495669 0.13372161207425343 -0.12216769180416592 0.093494560924051826 0.089627586470777343 0.071560484860781148 0.027795857124736242 -0.20186931020741916 0.088909206980973876 0.0033332551457739426 -0.0077239649838475744 -0.063063596625740917 0.051012512473395777 0.042188801858273457 -0.10491653625519611 -0.12170608533523469 -0.08682983593427282
leaf_weight=1.9724907758645702 1.7924827635288227 6.2932453537359825 3.3802728326991192 5.7642306350171557 10.323192980140446 2.62649265769869 34.005548750981688 11.758988040033726 34.519130973145366 10.584714459255336 48.114134178496897 1.7964487187564362 2.5800517974421373 7.1438260003924361 2.971216797828677 4.9843712858855715 10.942861080169676 13.068162113428114 3.9144469276070621 57.673428852111101 3.5307470131665468 15.752881575375797 91.217271830886602 15.184781439602373 17.291440650820732 20.130757734179497 3.5108881001360741 14.343882961198686 2.9240714311599731 13.579672768712042
leaf_count=245 137 42 73 40 142 19 228 418 196 73 251 14 13 63 6 88 38 85 18 263 32 46 1291 62 102 100 40 242 91 175
internal_value=-0.000192142 0.000251359 0.000652565 -0.000105999 0.000579754 -0.000358709 -0.0241472 -0.0838954 0.00247606 0.019411 0.00943825 -0.0515783 -0.00110114 0.00239966 -0.00815164 -0.00264974 0.0209604 0.012866 0.0213601 0.0100501 -0.114943 0.000666914 -0.00782566 0.0414798 -0.038213 0.00233552 -0.00671189 -0.0723089 0.00702911 -0.0603257
internal_weight=473.676 471.704 469.911 463.618 460.238 454.473 48.391 14.3855 406.082 70.8185 60.2338 12.1196 335.264 300.745 191.744 184.6 109.001 98.0583 91.9475 78.8793 6.1108 179.615 148.678 30.9377 21.2059 128.439 108.308 20.2392 5.89529 17.0906
internal_count=4633 4388 4251 4209 4136 4096 665 437 3431 480 407 156 2951 2755 2204 2141 551 513 468 383 45 2053 1945 108 120 1606 1506 339 97 215
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=6 5 5 5 8 9 10 17 17 19 5 2 14 17 9 9 17 15 13 5 18 13 16 9 18 0 5 5 9 15
split_gain=2.15215 1.8417 3.63653 3.01661 5.727 5.65064 3.41408 2.25145 3.31943 3.11668 3.00466 4.30623 3.34422 2.39126 5.16327 4.46096 5.36892 3.60847 5.82618 4.25468 3.29388 3.18244 5.87578 5.29655 5.13934 5.05983 4.83145 5.42909 3.97632 4.73247
threshold=1.8500432259500001 2.7155367820000005 7.754880527600001 8.3129063967000025 1.6487133604500002 43.730860148300003 88.512107028750009 168.62011096010002 174.47088669260003 13.451085274650001 13.713273242250002 216.39684782960003 329.73756363125005 187.96055726210002 186.70853236170004 185.98753508445003 189.00567661160002 42.629181320700006 117.71413924170001 23.714185006400005 12.783127173500002 117.97223122220002 22.694946929300002 192.39832633775004 13.360173059150002 87.261973998100004 20.315138807500002 17.513369806650005 194.45262321395003 36.080675573650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -12 -13 17 15 16 -15 18 -10 -19 -20 22 23 24 -16 -26 27 -27 29 -25
right_child=1 2 3 4 5 6 -8 8 13 -11 11 12 -14 14 21 -17 -18 19 20 -21 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.10568322763695799 0.057761194438763978 -0.054997728597761725 0.096345955534573188 -0.12445530361484279 0.10103023290501423 0.051072833419412544 -0.10465048830181985 0.038984334760907652 -0.015385644816224271 0.030828189066810875 -0.10296683606837119 0.083736443416710049 -0.087616834025786725 -0.089149004880674537 0.0045568738436428313 0.11382682249608311 0.04000058364930946 0.10645812727319287 -0.075668546788834001 -0.0090655421521422721 -0.24697731410590135 -0.088741739196996447 0.074332060512731155 -0.050038101214529423 -0.20832355968116137 -0.024957954379968731 0.040087404621805038 -0.21653985534136466 -0.0023107072139985558 0.058329951214315424
leaf_weight=1.9255462673027057 5.5033559319563201 11.897639291826634 3.2951577757485202 3.6487489230930796 5.6139308027923098 2.4962886879220667 3.0918084853328756 23.577563669532537 61.397230243310332 6.4079233398661009 10.476708193309603 2.7341339397244147 1.952197548933327 3.7017644001171019 9.9640835477039236 6.7084438055753699 24.673878177069128 4.8957149833440772 4.3997084638103834 9.1398315047845227 1.5068014878779648 4.0088801048696032 10.499597437679766 4.9302963223308351 2.8714641444385043 3.3252676203846914 3.3289240971207619 2.6643395721912384 203.33516917005181 22.064103555865586
leaf_count=188 82 518 34 75 24 18 237 245 482 74 406 12 41 31 59 33 151 13 47 79 32 41 49 35 23 29 13 25 1399 138
internal_value=-0.000181447 0.000256268 -0.000433799 0.00101945 0.00031105 0.00134624 5.72468e-05 0.00080827 0.00256571 -0.0289113 -0.0505885 -0.067325 0.0123554 0.000326206 0.00442419 0.0404902 0.0231523 -0.0148928 -0.0245113 0.0312301 -0.119371 -0.000315062 0.0010329 -0.00201526 -0.0487165 -0.092262 -0.0564981 -0.110179 0.00247666 0.0385375
internal_weight=466.037 464.111 458.608 446.71 443.415 439.766 434.152 431.06 406.993 24.0673 17.6593 15.163 4.68633 383.415 302.076 35.0841 28.3756 81.3393 67.3037 14.0355 5.90651 266.992 262.983 252.484 22.1541 12.19 9.31853 5.98961 230.33 26.9944
internal_count=4633 4445 4363 3845 3811 3736 3712 3475 2924 551 477 459 53 2679 2026 215 182 653 561 92 79 1811 1770 1721 149 90 67 54 1572 173
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=7 15 2 13 5 15 6 6 13 3 3 3 19 8 17 8 16 6 19 16 5 6 6 19 7 16 13 6 5 8
split_gain=1.76836 1.64659 4.37681 3.82193 2.90256 2.37498 4.06579 5.64779 5.46982 5.3937 5.91387 5.92586 3.91067 7.17446 4.50654 6.22055 5.82526 4.17008 3.09292 5.24988 5.51222 4.20752 10.288 5.62798 5.57904 4.2926 4.16792 3.34056 5.42965 5.42225
threshold=29.911984439950004 46.723315192750007 247.02271001585004 117.56896250265002 25.361845021250002 42.80317728375001 16.455384477450004 16.425383776450001 117.56896250265002 90.461239173300015 92.316275283350009 92.738363209800013 14.351157895250003 8.543332867800002 199.05253715360001 8.4434108459500017 22.664946999500003 16.395383075500003 14.451165964200003 22.644947046300004 21.701709660250007 15.205355270700002 14.995350363950001 13.851117550450002 23.109894804950002 22.604947139800004 112.67059178900001 14.845346859150002 18.280220412300004 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 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 18 -9 -8 -11 -12 13 17 15 -14 -17 -7 21 20 -20 22 27 -24 25 -23 -26 -1 -29 -30
right_child=-2 2 3 4 -6 12 9 8 -10 10 11 -13 14 -15 -16 16 -18 -19 19 -21 -22 24 23 -25 26 -27 -28 28 29 -31
leaf_value=-0.0022881258749753402 -0.10178255618912069 -0.10055262297873438 -0.089971916252678252 -0.036557585669172693 0.08326162151535256 -0.18325578785519564 -0.15119548427255131 0.084046727314152858 -0.029934022105881426 0.071036559441808575 -0.13675135303377056 -0.016838138510121219 0.058029080817550649 0.06406674689600482 0.10347076783264911 -0.16522862197013169 0.023670131090781629 -0.031573448707869073 -0.029768326451836576 0.045771040304088344 -0.16206612965940453 0.0081633005019101888 -0.013675959892356385 -0.19149534022700973 -0.023384603770839757 -0.12074946377748944 0.073386874010574574 0.092434875507566586 -0.091249760326904975 0.065218834393030431
leaf_weight=193.49055922497064 1.7061128087807436 5.8399689467623856 3.1043568132445207 3.1946207806467992 5.5067851059138775 2.5898154228925687 3.0383413992822161 15.79994562501088 5.7397624626755706 7.2028845846652976 4.3757095560431472 70.837302848231047 13.147205196321016 6.1777644529938689 9.0509683936834318 2.9570466354489318 3.644625935703516 6.0386012122035027 11.919548749923711 5.8537612333893767 4.280276156961917 16.30719695053995 3.0153347002342334 4.3441867046058178 5.4044425785541561 3.0691747888922682 25.218960706144571 9.9744216725230235 4.5519663356244546 4.3134569711983204
leaf_count=2403 282 89 36 29 24 29 23 111 27 27 41 784 57 21 33 36 19 41 61 29 29 106 23 34 33 18 107 32 34 15
internal_value=-0.000162867 0.000214043 -0.0297416 0.00528651 0.0392714 0.00140902 -0.00101413 0.00425971 0.0536739 -0.0203485 -0.0155247 -0.0238144 0.0235665 -0.0181998 0.0450388 0.0182593 -0.0609421 -0.0771008 0.000611416 -0.0353947 -0.0647237 0.00355578 -0.00240304 -0.118639 0.0297377 -0.0122562 0.0563086 0.0016258 0.0418229 -0.0151202
internal_weight=461.695 459.989 17.6457 11.8058 8.70141 442.343 398.737 313.283 21.5397 85.4542 82.4159 75.213 43.606 14.8062 28.7998 19.7489 6.60167 8.62842 291.743 22.0536 16.1998 269.69 219.69 7.35952 49.9998 19.3764 30.6234 212.33 18.8398 8.86542
internal_count=4633 4351 178 89 53 4173 3937 3062 138 875 852 825 236 91 145 112 55 70 2924 119 90 2805 2541 57 264 124 140 2484 81 49
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=10 6 5 15 7 0 10 7 10 6 13 9 0 9 0 6 5 3 10 18 8 4 6 5 8 13 6 4 10 3
split_gain=1.7287 1.89036 2.20154 3.24714 2.72101 2.04552 2.28319 5.21722 3.04008 3.45221 3.19998 2.40452 5.05014 5.02583 4.19754 7.09065 3.67078 6.02416 5.14956 4.20049 3.53152 4.72456 5.58784 4.54624 4.47593 4.21195 4.09281 4.48157 3.67747 3.6935
threshold=54.884872733100003 1.8500432259500001 1.6209823962500003 10.623212892000003 20.253927392100007 118.55293817840001 87.313054702550019 24.573979631000004 86.751166953300014 5.1351199812500008 86.968932061850012 186.70853236170004 104.03526427400001 185.98753508445003 85.732241321850012 16.465384711100004 30.133297129900004 95.002044955650021 61.928633034850002 13.122774073950001 8.3434888241000014 208.25848595475003 16.890394641350003 20.093158056800004 7.7439566930000003 117.54207792135001 16.585387514950003 241.58130306185004 79.328334055150009 81.93344998355002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 8 -8 9 10 -5 13 14 20 15 -13 17 18 -17 -20 21 22 23 24 -11 -25 27 -23 29 -29
right_child=1 2 3 5 -6 -7 7 -9 -10 11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 26 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10442808219217765 -0.1051923835233021 0.11221526679139644 0.11646753979272813 0.028516813236636192 -0.11145545606668877 0.088496423758032128 0.07558734603448547 -0.10726528126604032 0.092582596674087636 -0.062065561439530119 -0.1083077364462683 -0.15451684844243752 -0.11395027075254197 0.091142269971928216 0.002852006376213051 0.055081002208040714 0.068688013602634476 -0.10972251894362638 0.024292638579401119 -0.14184311413624684 0.089376562890817177 0.076404921004548654 0.073913758279184616 -0.14866215637591404 0.099160436879417058 -0.036770727918364693 -0.089915195381777724 -0.10186410408478669 0.068485944770166104 0.0063470208247262162
leaf_weight=1.5833402713760723 1.694153798976912 1.7614773809909809 0.60031034424900909 2.5053104562684885 4.1089819928165525 2.6604103555437169 2.2025339324027291 5.3522517690435052 3.6333533171564332 3.7675079721957507 5.3797908630222082 4.3483050120994475 3.9924371363595119 8.0987437702715379 293.30067465361208 8.2775578480213934 4.2321070376783601 6.9500596476718774 2.8054547123610964 3.326191633939743 5.1392962709069243 13.205151872709392 4.0819292715750626 6.1954349246807379 3.1713907271623611 7.3619897868484259 3.2560987025499335 3.5054519195109597 8.6020626705139858 31.482249200344086
leaf_count=137 188 8 2 43 279 51 15 279 28 44 259 60 110 43 1945 35 16 103 23 47 29 72 92 217 11 38 92 42 62 263
internal_value=-0.000119987 0.000242993 0.000637041 0.000201772 -0.0824013 0.00107235 0.000548713 -0.0539561 0.00149181 0.000727428 -0.0648349 0.00194353 -0.00216947 0.0156959 -0.000788835 -0.0364559 -0.0163959 -0.0332543 0.00362898 -0.0658299 0.0088893 0.00400154 -0.0329306 -0.0542092 0.011622 -0.0879026 0.0191175 0.0253684 0.00990735 -0.00449476
internal_weight=456.582 454.999 453.305 451.543 4.70929 446.834 444.173 7.55479 436.619 432.985 7.8851 425.1 327.233 97.8673 323.24 29.9397 25.5914 21.3593 14.4092 6.13165 89.7686 84.6293 24.5783 20.4963 6.9389 13.5574 60.051 56.7949 43.5898 34.9877
internal_count=4633 4496 4308 4300 281 4019 3968 294 3674 3646 302 3344 2339 1005 2229 284 224 208 105 70 962 933 402 310 55 255 531 439 367 305
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=13 8 17 13 9 18 10 18 7 0 9 6 5 0 7 16 0 19 17 5 7 5 10 3 10 6 5 2 2 5
split_gain=1.55143 5.28526 4.07488 3.98253 5.12105 3.24684 3.48985 3.10578 5.01173 3.23195 2.62749 2.72124 4.44199 4.08127 6.70851 3.89092 3.48306 2.45476 2.63664 2.41175 2.22703 2.20382 5.28374 4.4392 2.70772 2.95767 2.6872 3.79781 1.84375 3.94998
threshold=95.937628385050019 2.9476996444500005 238.05090660085003 96.357027853400012 38.283670303850009 18.281462078100002 81.573196594050017 14.693728290050002 21.698399695800003 104.03526427400001 43.730860148300003 10.715250360100002 13.340155591900002 95.746747857800017 24.068567769550004 18.044957803000003 102.21786657775002 9.4507625164000029 201.39543491635001 10.36813655115 20.558604996750002 15.839549529050002 76.621056717750008 81.699554126200013 78.196493182200015 12.040281319250001 13.951472829300002 201.25557642380002 203.29256851545003 2.7155367820000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 -5 6 10 -1 -9 -10 -6 13 -13 20 -15 -16 21 -11 28 -20 -12 23 -23 24 26 -26 -14 -28 29 -19
right_child=3 -3 -4 4 5 -7 -8 8 9 17 11 12 16 14 15 -17 -18 18 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10352801592410586 0.090402177976061371 -0.085166335511671784 0.16931249603081622 -0.12281883109804879 0.095868439414491233 0.10991555449513141 -0.097408937580753474 0.11457474566408613 -0.11720810609236317 -0.10927310117787004 -0.0077299815956594943 0.071550578999643774 0.069014236016837108 0.125420366171029 -0.12606570297507802 0.033595238463177052 -0.10547137374607846 0.064354335943368604 -0.1075088318242331 0.12902286880043035 -0.14670764805149317 0.0011348975356448123 -0.10797924479317023 0.098963350376460549 -0.012349070198286641 0.10007722534705508 -0.094743748968827368 0.052540316985643036 0.05714370110335984 -0.10626222261615047
leaf_weight=2.9799194876104655 4.9982837717980138 9.2604136562440527 1.3756770803593088 3.3348099389113477 2.9445475256070486 2.7492575086653224 3.5808560429140917 3.5544348452240255 2.6380324736237553 1.842397976899522 1.6067921817302693 9.1441102698445302 2.2638077735900941 2.9221082981675846 3.5886072614230216 2.6560595706105232 3.0474082678556433 2.8731415148358819 2.7126653648447241 0.51252257823944081 4.0827865619212389 335.06610247050412 4.4974862225353709 6.8419073373079291 4.5653328448533994 4.8005353584885597 6.2286558076739293 2.4352267943322659 9.2360687772743386 2.5712545178830624
leaf_count=56 34 449 8 111 27 15 120 24 71 169 9 48 9 8 55 16 50 41 152 1 65 2630 55 29 35 18 72 14 124 118
internal_value=-0.000135356 -0.019051 0.0011581 0.0016836 0.000592338 0.00161351 0.000869637 -0.00684061 0.00426637 -0.0132483 0.00175678 0.00105299 0.00269915 -0.0409302 0.000362456 -0.0581567 0.000996405 0.00063916 0.0119486 -0.069921 -0.107459 0.00188119 -0.000310309 0.0293049 0.00581973 0.0452757 -0.0279971 -0.0533454 0.0299347 -0.0162237
internal_weight=450.911 39.5565 30.2961 411.355 406.356 403.022 400.272 28.9204 25.9405 22.3861 396.691 393.747 378.891 14.8564 9.16678 6.24467 369.746 19.7481 17.9057 3.22519 5.68958 366.699 339.564 27.1355 20.2936 9.36587 10.9277 8.66388 14.6805 5.4444
internal_count=4633 1213 764 3420 3386 3275 3260 756 700 676 3140 3113 2960 153 79 71 2912 605 436 153 74 2862 2685 177 148 53 95 86 283 159
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=19 12 2 8 6 8 7 15 5 0 19 4 16 16 7 17 16 5 18 10 3 5 18 8 10 0 6 16 15 18
split_gain=1.51858 1.98391 3.566 1.824 1.78041 5.73109 3.68386 3.00087 2.30864 2.32555 2.02543 1.7635 5.33401 5.10298 4.40517 4.20481 4.11818 4.55489 3.5133 3.86241 8.24889 4.09597 3.69819 3.89737 4.54881 3.66348 4.79646 7.10699 3.83832 3.59544
threshold=14.651182102100002 74.22129117770001 54.465024697200008 8.6432548896500023 17.435407375500002 9.5425530862500008 21.698399695800003 51.19990836680001 22.458857822500004 85.121961326250016 14.551174033150001 240.79927845295001 22.674946976100003 12.604970524100002 23.322419822750003 205.96542837505004 22.674946976100003 22.825270530250005 15.771515858900001 70.182199495350019 84.812788641250009 18.331716563250001 14.365787915650001 7.943800736700001 75.629015667650023 93.501885318850015 15.205355270700002 19.559954260300003 25.585355160750002 13.193283301750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 10 11 -6 -10 -7 13 -13 -4 -14 16 18 -18 19 25 21 22 -21 -24 -25 26 27 28 -15 -28
right_child=3 2 4 -5 5 6 -8 -9 9 -11 -12 12 14 15 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.043478332531332861 0.058698934041663313 -0.12295935244363039 -0.1058198459575735 -0.0083968074996119586 -0.21096642197312471 -0.1763161574293596 0.084024930524873739 -0.11784965138632629 -0.11421765951899332 0.034569815057366643 0.022262349397370141 -0.0099959543380389593 -0.032805995640168027 -0.049862925096788517 0.09090308781045546 -0.058816289800478094 -0.11348758855710739 0.015151648908529686 0.076718820952606542 -0.094537700730836949 -0.10438794879802711 0.097165985905517671 0.071218244834620165 0.010401760787611054 -0.10573983664557728 0.070853513447347194 0.0021203324932527927 -0.10519478805824663 0.11107823177151646 0.044827375446322482
leaf_weight=9.6772254891693574 9.3512596450746077 2.4359305649995795 3.8990741369780144 7.1493064872920504 1.5277148336172084 1.051780610345304 4.2015856262296438 2.1655836105346671 3.5973565494641662 1.483784921467304 1.003871213644743 203.69293276476674 4.0908647552132598 2.6130198603495938 9.7123643867671472 8.5085610882379097 5.2383978664875013 5.8003030195832253 9.3552097748033685 3.9503744756802943 7.8300564014352849 4.579228412359952 7.3741189707070616 16.405014336109165 4.2448532506823531 14.351632095873354 35.470848070457578 7.3130046986043453 3.4231462627649307 44.373848561197519
leaf_count=51 37 34 280 43 13 33 22 56 199 8 7 2354 30 87 48 99 31 22 51 58 175 21 54 85 42 46 349 48 8 242
internal_value=-0.00014226 -0.00128632 -0.00231849 0.0296279 -0.00161419 -0.0382356 0.0303553 -0.000449052 -0.103177 -0.070769 -0.079341 0.000183031 -0.00591931 0.00736773 0.0542394 0.00980827 0.0131967 -0.0458939 0.017241 0.0135785 -0.011241 0.00871183 -0.00395619 0.00881255 -0.0134727 0.0238215 0.0165786 -0.0389047 0.0414078 0.0258549
internal_weight=445.872 429.372 419.694 16.5006 417.259 12.8661 6.25724 404.392 6.60886 5.08114 2.05565 402.227 217.496 184.731 13.8032 180.832 172.323 11.0387 161.284 151.929 44.3836 36.5536 31.9744 28.024 20.6499 107.545 93.1939 13.3492 6.03617 79.8447
internal_count=4633 4553 4502 80 4468 282 62 4186 220 207 40 4130 2432 1698 78 1418 1319 53 1266 1215 435 260 239 181 127 780 734 143 95 591
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=9 15 5 10 10 7 9 15 19 8 17 8 16 17 6 3 3 3 6 13 15 17 7 15 13 13 13 5 6 4
split_gain=1.59099 1.44635 3.35676 2.93565 2.92285 2.29713 2.66412 2.00492 3.93876 5.0687 3.98982 4.43565 4.28168 3.72958 3.31199 4.67701 4.74679 5.29381 4.56286 4.7359 3.48173 3.08817 4.09868 2.787 2.60421 1.86461 3.20134 5.36018 3.82836 3.9195
threshold=21.030606243000005 46.674706678850008 25.361845021250002 62.025417527550012 61.923256118600001 23.209106085000005 211.92060661890002 42.968808980200009 14.351157895250003 8.543332867800002 199.05253715360001 8.4434108459500017 22.664946999500003 193.29780372785004 16.455384477450004 90.461239173300015 92.316275283350009 92.695347879750017 16.425383776450001 117.56896250265002 42.33967733730001 197.18249712500003 23.853977146050003 20.734744936600006 117.66037007905001 117.54207792135001 117.39690118230001 21.836296031200003 16.245379570700006 169.78554988275002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 5 -3 6 -4 14 9 13 11 -10 -13 -9 18 -16 -17 -18 20 -20 24 23 -23 -19 25 26 28 -28 -2 -30
right_child=1 2 3 -5 -6 -7 -8 8 10 -11 -12 12 -14 -15 15 16 17 21 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10569975533323105 0.00046791347299284501 0.0054785501802343851 -0.12843062988823112 -0.075864235541416011 -0.12621562457300808 0.083959307538777506 0.072897341201423424 -0.018169638231453056 0.057608111942268184 0.054071147428241817 0.10801410767043901 -0.15210009883718265 0.022129487219732499 -0.15833165593879517 -0.14056941542412324 0.06654115984803359 -0.14780488544121353 -0.12554500783724556 0.080765994063649926 -0.026624233489753499 -0.12583608246593989 -0.17794015983176426 -0.011897869389271476 -0.005418900326944363 -0.092365972887415784 0.051346755947003379 -0.1343270164014507 0.0087201618075831294 -0.033161100555869939 0.079294909579251616
leaf_weight=1.4227275480516244 239.23487613257021 2.6143240630626705 1.378115545958279 2.9225874771364033 4.7424193322658539 4.762770127505064 1.2565801255404947 5.1627484373748285 11.036031354218727 5.5613313391804686 7.51441666483879 2.4157711192965499 3.3895237669348717 3.0025451201945543 3.0161307957023373 6.7507378756999961 3.154374197125434 1.9921584625262756 14.391887718345972 5.7460704743862143 2.1531450971961013 2.6202045753598204 3.4363369196653366 63.275641864864156 2.9048031419515601 7.695536144077777 4.5585888624191266 6.1582342088222504 4.1628692522645023 12.1309677073732
leaf_count=142 2860 13 36 46 74 19 5 30 40 20 27 34 17 38 23 27 28 108 112 27 18 19 31 648 19 35 30 26 21 60
internal_value=-0.000122605 0.000219443 -0.0278035 0.00898911 -0.0794162 0.0425129 -0.0324102 0.00139476 0.0232785 -0.0195602 0.047422 0.0203864 -0.0503731 -0.0697101 -0.000779009 -0.0182932 -0.013753 -0.0210308 0.00415349 0.0501238 0.000835385 -0.0154241 -0.0837317 -0.00908549 0.00182056 0.00281929 0.00141666 -0.0521275 0.00366229 0.0505638
internal_weight=440.564 439.142 17.6768 10.3201 7.35674 7.39747 2.6347 421.465 38.0824 13.7266 24.3557 16.8413 5.80529 8.16529 383.383 84.2456 81.2295 74.4787 299.137 20.138 278.999 71.3243 6.05654 65.2678 276.846 273.941 266.246 10.7168 255.529 16.2938
internal_count=4633 4491 193 106 87 60 41 4298 206 88 118 91 51 68 4092 884 861 834 3208 139 3069 806 50 756 3051 3032 2997 56 2941 81
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=6 19 5 16 15 16 18 7 10 16 15 16 19 16 10 0 10 17 16 0 5 7 15 18 17 5 9 7 9 8
split_gain=1.56263 1.34111 1.921 2.57532 1.78725 4.62621 8.41421 4.01413 5.77125 4.17791 3.96533 3.65451 4.90279 3.35919 8.56443 6.82842 6.71021 2.9193 8.75912 3.19366 3.37863 3.32766 4.11371 6.32929 6.72424 3.59602 3.42729 6.10039 3.37463 3.59009
threshold=1.8500432259500001 14.651182102100002 1.6209823962500003 7.1549832685000014 28.579157549250002 18.684956306450005 14.032563378150002 25.350214218950004 70.128430332750014 18.754956142750004 28.298162031900002 19.224955043700003 13.751109481500002 19.934953383400003 66.859265246100009 90.321439350550008 65.571493801650021 204.55825889135002 22.614947116400003 86.538778761000017 20.315138807500002 20.869210126600006 41.29990759910001 13.278511569200001 188.13858192940003 23.636018850950002 195.74493321760002 22.343045670750005 189.34276022045003 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -6 8 11 -10 -5 -7 -13 -14 15 16 17 19 -19 20 -15 -22 23 24 26 -24 27 -23 -27 -30
right_child=1 -3 3 4 5 7 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 21 22 25 -25 -26 28 -28 -29 29 -31
leaf_value=-0.10442029154991461 0.11043105271245682 0.028621863470060377 -0.11001194035461655 0.0038502816106085764 0.060040336165750524 0.077413892920693395 -0.097754082083621241 0.047329208201160579 0.045828220366856666 -0.12198281402592935 0.078453609003136415 -0.1055869712966306 0.07892716242908393 0.068522161627642506 -0.12191905121684594 0.072838825298519358 -0.11337483998896752 -0.1259938869728513 0.077224523314568291 0.021707312173968846 0.077327767782363513 -0.019691393634341834 0.034107710433872861 -0.11428444748808918 0.021100215925462476 -0.10379412362816354 0.0012768515061205628 -0.17267383423048505 0.033279113143262019 -0.043551359805807981
leaf_weight=1.4310299109201867 1.5458938777446736 16.044722341001034 2.1657727342098942 166.73963381606154 4.5959998350590494 5.5593315036967388 12.765446213074027 15.135807506740091 1.8946397192776183 6.8385685943067074 7.4426545193418852 4.7110030604526392 4.9567199908196917 5.3287257291376582 6.0091485157608977 11.840039428323506 5.5987747423350802 6.166779048740862 3.23286422342062 51.066861033439636 3.8876832863315931 4.9079371020197851 20.821850560605526 9.0195078253746015 18.221815831959248 4.1600840529426959 4.7774213328957549 5.5589620023965836 11.794807795900853 12.556577976793049
leaf_count=188 8 80 206 2392 43 25 274 72 10 93 33 43 20 35 46 51 36 63 19 276 33 25 79 66 82 67 29 40 72 127
internal_value=-9.45323e-05 0.000248398 -0.000837323 -0.00124907 -0.000682271 -0.00625268 -0.055982 -0.00239912 -0.006002 -0.0855768 0.00703802 -0.00253036 -0.004814 -0.00231413 -0.00449142 -0.000547993 -0.00574787 -0.00201677 -0.0561 0.00132547 -0.00897623 -0.0132912 -0.017128 -0.0399367 -0.0198991 0.00251469 -0.0689064 -0.10094 -0.0205576 -0.00633784
internal_weight=436.777 435.346 419.301 417.755 415.59 241.407 17.3614 224.046 208.91 8.73321 174.182 200.177 194.618 189.907 184.95 178.941 167.101 161.502 9.39964 152.102 101.035 95.7066 91.819 42.4856 33.4661 49.3333 15.2443 10.4669 28.5115 24.3514
internal_count=4633 4445 4365 4357 4151 1726 317 1409 1337 103 2425 1234 1209 1166 1146 1100 1049 1013 82 931 655 620 587 242 176 345 94 65 266 199
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=9 12 16 18 7 19 2 16 16 17 13 8 17 17 17 12 14 19 3 15 15 15 15 6 6 9 9 6 9 9
split_gain=1.3586 1.21343 4.84907 7.96892 5.43536 4.51094 2.90495 2.85653 3.40211 3.71897 2.38527 3.11097 2.37319 4.22931 4.14046 2.83886 3.2931 2.85659 2.82976 2.42823 3.48043 7.46457 4.88813 4.23912 4.48879 3.369 4.03125 3.37839 3.04972 4.17008
threshold=21.030606243000005 328.37985594320008 22.674946976100003 14.380989918050002 27.902905420600003 14.551174033150001 309.04644204820005 11.864972254500001 9.7049773055000017 180.19381692845005 95.811270852950017 1.4488693167500002 243.29790314680005 208.35751021765003 209.54662559615002 195.51336019310003 300.29716420680006 12.851036860900001 82.081315180750025 28.579157549250002 32.145494189350011 31.445204138150004 31.028113015250003 14.745344522600002 14.905348261050003 210.61272793875003 214.94003843055003 14.235332606250003 209.86393725660002 208.17787845895003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 7 8 9 -2 11 -11 13 19 -15 18 -17 -18 -16 25 21 22 23 -21 -25 28 27 -27 29 -9
right_child=1 2 -4 4 -6 -7 -8 12 -10 10 -12 -13 -14 14 15 16 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10501782728738002 -0.1177616093788838 -0.13919927141922134 0.072769147299004314 0.025345367881849282 -0.11339719498918915 0.042864008284954618 0.087946921380324825 0.021480617580953765 -0.090156301681575846 0.05932713324822058 0.11704146337092164 -0.11486794661766075 0.079766733897405226 -0.15254407297897735 -0.12724160834121867 0.060173377618723128 0.049543285588084351 -0.083113987153637992 -0.014447541024027023 -0.11831412012667764 0.0040559910557985759 -0.13632696785063728 0.072266268176699761 0.067731715002525922 -0.038297110880886248 -0.16250364270482021 0.015455868647097821 -0.0096941291232780589 0.10730320054915464 -0.11116377164625749
leaf_weight=1.2301583173684765 2.0031921411864477 7.9538756483234483 5.0806263238191596 17.076253073289994 3.3830390733201048 1.6417968077585099 3.8764449055306605 105.01324281003326 7.3967145774513474 2.6974267733749002 2.4154882961884141 1.6538179430644957 3.956211050041019 2.7905659545213011 4.1659022248350102 6.0772977015003544 2.4225702937692404 4.9197637494653463 4.7720845402218401 4.4387277634814444 184.49934635218233 5.5681794933043411 5.792050812393426 5.4033536370843676 15.295545208267866 3.2152535393834105 8.017332680989055 2.6304600769653916 4.0104258954524985 2.4248254038393489
leaf_count=142 175 137 37 187 144 12 43 1265 338 93 8 95 26 40 88 34 23 48 32 86 1145 109 33 20 113 33 67 19 18 23
internal_value=-7.68541e-05 0.000222952 -0.0175864 -0.0328606 0.00240364 -0.108049 0.00180529 0.000952526 -0.0402055 0.00192397 0.0373551 -0.00688081 0.00272494 0.0019044 -0.0376923 -0.0233571 0.00572389 -0.0393443 -0.0670197 0.00477983 -0.00152561 -0.029741 -0.0105527 -0.0296353 -0.0106188 0.0159 -0.0305904 -0.0937423 0.0216829 0.0184869
internal_weight=431.822 430.592 35.1356 30.055 20.4593 9.59567 395.456 391.58 16.1666 8.76993 6.76673 4.35124 375.413 371.457 25.1482 22.3576 13.4196 7.34233 8.93799 346.309 220.997 36.4979 30.9297 25.1376 20.6989 125.312 13.863 5.84571 111.448 107.438
internal_count=4633 4491 517 480 331 149 3974 3931 709 371 196 188 3222 3196 265 225 105 71 120 2931 1506 361 252 219 133 1425 119 52 1306 1288
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=10 7 0 15 17 15 0 17 9 8 13 13 15 13 6 8 16 7 18 10 9 16 8 9 9 17 9 15 8 7
split_gain=1.46963 1.80599 3.27773 2.69168 3.15853 3.33951 3.20348 1.3607 1.74988 1.61074 4.48503 2.50606 2.71791 2.69914 2.15329 4.18251 2.71483 2.05055 4.65195 1.614 1.43453 4.44165 5.37371 2.39551 4.03914 3.76832 3.35083 2.49384 3.98895 3.34649
threshold=54.884872733100003 19.052023743050004 75.381677519650012 28.444110612900001 171.19957438235002 25.716185026400002 71.249517373150013 159.52695360440003 43.730860148300003 9.5425530862500008 118.84598011460001 118.52336513895001 51.19990836680001 117.97223122220002 16.845393589950003 9.3427090425500019 22.724946859200003 21.698399695800003 11.939817493900003 61.821094709650005 219.87257840710004 17.684958644900004 8.6432548896500023 214.18224820805003 210.61272793875003 203.37411447725003 210.09631269260004 18.377781418850002 8.3434888241000014 25.221560561650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 -4 10 11 12 13 14 16 -16 19 18 -11 -9 23 -22 -23 24 26 -25 -21 -26 -29 -30
right_child=1 2 7 -5 -6 -7 -8 9 -10 17 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 22 -24 25 27 -27 -28 28 29 -31
leaf_value=-0.10407545753764287 -0.1298795085339656 -0.11405385080033943 0.086118912732342026 -0.072672744836930786 0.13661732890512146 0.10000721967320891 0.032032487716685376 -0.063509312162293427 -0.11268957044167877 0.070241409543833067 -0.12276485697793207 0.10274304351112472 -0.11709298840796714 -0.099422937551427226 -0.18158559007182185 0.0090542699786014466 0.062675109131893045 0.078587360042153775 -0.1509735249412926 0.001660487600333601 -0.088468737874432893 0.057843513482925414 -0.10235041087267271 0.069046404125573488 0.051839537859596774 -0.01754178947503238 0.081643791198543966 -0.15040708863636476 -0.067900414025320585 0.054335040980484584
leaf_weight=1.3550896472297598 1.9455783646553735 2.5469703795388332 0.55934115976560805 1.9637507498264302 3.3130484581924966 3.3230371177196503 3.2856013956479728 3.8991176299750796 2.1235736355884001 2.4824387058615667 2.9912924468517295 2.3665629252791396 1.9882655045948912 2.7049110531806937 1.890196538530289 2.9420819506049156 7.1553220339119425 5.7558071464300156 1.5405511287972329 310.22967440227512 7.0052284025587168 7.6887920834124071 2.8777854889631271 12.863861090969296 2.1939104069024351 8.2491536408197117 5.32781540416181 3.8093140330165616 7.4562137089669687 3.20136440359056
leaf_count=137 45 194 24 29 19 12 37 52 193 10 48 10 58 15 35 14 33 29 41 2992 171 54 20 73 28 89 29 71 54 17
internal_value=-0.000100237 0.000230753 -0.000962887 0.0357741 0.0537194 0.0216131 -0.0281858 -0.000259155 -0.0712415 0.000209193 -0.000778799 0.000147686 -0.000472515 0.000122801 0.000818947 -0.0655165 0.00165818 0.0403037 -0.0144699 0.000493311 0.00116614 -0.0267212 0.014215 0.00255303 0.000477293 0.0352152 0.00301091 -0.0475097 -0.0625761 -0.0311829
internal_weight=427.036 425.681 411.85 13.831 11.8673 8.55422 5.23118 409.303 2.68291 406.62 396.841 393.85 391.483 389.495 386.79 4.83228 381.958 9.7788 4.02299 374.802 370.903 17.5718 10.5666 353.331 332.218 21.113 315.557 16.6608 14.4669 10.6576
internal_count=4633 4496 4354 142 113 94 82 4160 217 3943 3863 3815 3805 3747 3732 49 3683 80 51 3650 3598 245 74 3353 3191 162 3021 170 142 71
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=6 5 16 0 10 7 10 6 13 16 9 9 0 7 12 16 17 17 3 2 0 18 7 14 6 4 8 16 9 17
split_gain=1.32748 1.33387 2.225 1.30011 2.10544 4.40324 2.39888 2.81713 2.85802 3.00039 1.8526 4.40328 3.79034 3.74613 6.70616 6.43293 3.07438 7.19563 4.85846 4.51719 3.06575 3.72426 3.05449 2.93938 4.55272 3.63296 3.44835 3.58615 3.05343 4.34865
threshold=1.8500432259500001 1.7284709126500002 7.1549832685000014 118.55293817840001 87.313054702550019 24.573979631000004 86.751166953300014 5.1351199812500008 86.968932061850012 12.284971272400002 186.70853236170004 181.33671263215004 104.03526427400001 23.109894804950002 136.25092175885001 22.724946859200003 191.06791329340004 188.06121519230001 93.394346993650018 188.61740261325005 84.546631286350006 13.405741979600002 20.714163848350005 223.94567884220001 16.890394641350003 158.33173836080002 5.9453602998000008 21.074950717600004 70.238863950400017 190.19286262750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 8 9 -4 11 23 13 14 20 16 17 -16 -19 -18 22 -22 -12 24 25 -9 27 -26 -25 -30
right_child=1 2 3 -5 5 -7 -8 10 -10 -11 12 -13 -14 -15 15 -17 19 18 -20 -21 21 -23 -24 28 26 -27 -28 -29 29 -31
leaf_value=-0.10372309313037863 0.096886224795842801 -0.10947057057802799 -0.10533709680435484 0.070768739039662659 0.070042326541035926 -0.1065134669388004 0.085614364539059989 0.033983393137791605 -0.1075543132783861 0.11978222708241269 0.01214533795957371 0.047094133117201654 -0.11150304151031194 0.0044672326214736961 -0.13974075324572288 0.043468931408130559 -0.18403104945418625 0.085293873027838696 -0.063617926280021483 -0.037438875319088946 0.034728060626027013 -0.052767461366610015 -0.13831987872471566 0.026700352757203116 -0.10492255050548488 -0.094963887947506945 0.1307272839509592 0.15433913215883518 -0.095636126794162876 0.029178932558260068
leaf_weight=1.2326289456104849 1.4221966629847873 1.8526348011801008 1.0157379740849131 2.6063495601993045 1.9930545613169659 4.8498937697149813 3.3109751231968394 2.7941178726032403 4.7106694569811225 1.419315733015537 2.6715079620480529 27.630466260015965 3.156560033094137 237.69080440048128 5.7609210349619451 5.0464460402727118 5.4437425490468723 4.0078974664211255 4.8330775238573551 3.4243649020791054 25.130590446293358 6.032647192478179 2.7257161047309637 36.043965296819806 1.9406498728785657 10.021367947803808 2.4396227523684502 0.73580969497561444 5.5755716511048359 5.5899942326359451
leaf_count=188 20 204 46 58 15 313 30 19 262 5 31 154 110 1785 63 29 45 13 50 28 112 34 39 303 184 283 13 2 152 43
internal_value=-9.81782e-05 0.000204591 -0.000122437 0.000361512 -7.96124e-05 -0.0550904 0.000840426 0.000148815 -0.0620845 0.0258778 0.00126421 0.0136428 -0.00248959 -0.00135305 -0.0226114 -0.0589595 -0.0809833 -0.0527779 0.00388857 -0.127425 0.00573939 0.0177905 -0.0638429 -0.000546081 -0.0350133 -0.0668499 0.0447357 -0.0336466 0.0125456 -0.033148
internal_weight=423.109 421.877 420.454 418.602 415.995 6.84295 409.153 405.842 7.14572 2.43505 398.696 92.7716 305.924 302.768 65.0769 28.5164 23.47 14.6019 8.84097 8.86811 36.5605 31.1632 5.39722 65.1411 17.9316 12.8155 5.11608 2.67646 47.2095 11.1656
internal_count=4633 4445 4425 4221 4163 328 3835 3805 313 51 3492 1153 2339 2229 444 228 199 126 63 73 216 146 70 999 501 302 199 186 498 195
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=10 7 0 15 17 15 0 19 12 2 17 6 9 16 16 10 4 16 17 16 17 18 10 3 3 16 19 7 12 3
split_gain=1.2525 1.39092 2.78979 2.2141 2.69098 2.71474 2.87976 1.36581 1.49711 2.8133 1.90094 1.63836 3.17903 2.5878 1.82447 2.08787 1.97385 3.28166 3.23912 3.45721 2.64653 2.92901 5.06615 3.15576 6.96697 4.85525 5.63857 4.04271 3.99405 3.62575
threshold=54.884872733100003 19.052023743050004 75.381677519650012 28.444110612900001 171.19957438235002 25.716185026400002 71.249517373150013 14.651182102100002 74.22129117770001 54.465024697200008 162.04221493815001 16.645388916850006 226.58992707320002 21.374950016100005 22.724946859200003 61.821094709650005 240.79927845295001 22.674946976100003 205.96542837505004 12.604970524100002 174.47088669260003 15.771515858900001 76.621056717750008 85.589753040950015 84.812788641250009 19.224955043700003 13.851117550450002 24.040556609400003 130.71263173160003 83.17551763980002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 -4 -10 -11 14 13 -13 15 -12 17 18 19 -17 -21 22 23 24 28 -25 -27 -26 29 -22
right_child=1 2 7 -5 -6 -7 -8 -9 9 10 11 12 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 25 27 26 -28 -29 -30 -31
leaf_value=-0.10382940232011238 -0.12928799270762253 -0.11437967917437097 0.039314784708553638 -0.067097592459674019 0.1298839300403983 0.092695166778724913 0.030129212133037937 0.029360797951564366 -0.11011811194652406 -0.077431869590053742 -0.077064009249606338 -0.14320088269827416 0.081461339348930809 -0.029792583361296671 0.065461850153983175 -0.1054130592379941 -0.0064425604791940733 -0.062698503171514305 -0.04998903764918107 0.077277869658598675 0.015919908541113966 0.069248224631565533 -0.10587759462683746 0.08584712369443856 0.023332485793862448 -0.10597059553980731 0.021087178056393239 -0.13866395696916536 0.07490770139501858 -0.074863794724556662
leaf_weight=1.1609134061727662 1.7616078746505062 2.1529286517761639 8.830266345292328 1.9069800218567241 3.029591985512524 3.0962453857064247 3.1762493345886469 15.004671458154915 2.4064221754670134 3.2810739137930787 3.5137591757811597 2.4431001232005647 2.1286966875195494 11.404098354279993 4.2613909803330889 2.3443673586007199 190.74572733335663 6.1917745769023886 8.0925705600529891 6.9329533549025646 15.250408191233879 8.9344160021282715 3.6635052845813325 11.051242627203463 2.1113244146108618 3.6742387339472762 70.706851274706423 5.6979117151349783 7.4080431843176475 6.1828620340675107
leaf_count=137 45 194 43 29 19 12 37 78 34 267 51 68 13 90 23 174 2225 31 107 37 64 51 92 47 14 23 382 125 48 73
internal_value=-0.000103942 0.000184559 -0.000849275 0.0324186 0.0495716 0.0192866 -0.0267438 -0.000241654 -0.00138863 -0.00233841 -0.00164865 -0.000981562 -0.0323115 -0.0498015 0.000421395 -0.000364878 0.000407361 0.00866427 0.0115703 0.0150308 0.0170247 0.0139231 0.00999218 0.0134692 -0.0110776 0.0239999 0.0148108 -0.0948662 0.0116095 -0.0102685
internal_weight=418.546 417.385 404.415 12.9707 11.0637 8.0341 4.93786 402.262 387.257 378.427 376.02 372.739 15.9759 13.8472 356.763 352.502 348.988 158.242 152.051 143.958 141.614 134.681 125.746 122.083 36.6505 85.4323 74.3811 7.80924 28.8413 21.4333
internal_count=4633 4496 4354 142 113 94 82 4160 4082 4039 4005 3738 171 158 3567 3544 3493 1268 1237 1130 956 919 868 776 324 452 405 139 185 137
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=15 5 5 12 2 2 0 6 15 10 10 5 13 16 16 8 17 10 16 5 7 16 2 18 0 2 7 5 4 16
split_gain=1.11186 1.24005 3.94637 3.81159 3.52013 3.45534 3.09671 2.57525 2.34018 2.44265 1.90663 2.56629 1.78077 1.88802 6.60493 4.78382 4.7412 7.26408 13.2048 3.78729 2.67568 2.98497 2.66342 4.07135 5.33916 4.04876 4.01438 3.82131 3.80403 3.76612
threshold=52.561095883800007 25.834968130800004 24.453399453300005 270.40131768760006 287.56973319225006 346.74082678410008 86.780739992750014 15.695366719750002 20.734744936600006 61.740440965750004 60.87206898960001 28.543718473100004 118.84598011460001 22.624947093000003 22.614947116400003 8.4434108459500017 199.05253715360001 62.084563606450011 22.644947046300004 24.367802910700004 22.435297587800004 22.744946812400002 137.50513673700002 13.565012728250002 85.732241321850012 134.46474107450004 23.225757870600003 20.769304081650002 224.75522095420004 15.954962690350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 -5 6 7 -3 -9 10 11 -10 13 14 19 -16 17 20 -19 22 21 -15 23 24 27 26 -25 -1 -28 -24
right_child=-2 5 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 16 15 -17 -18 18 -20 -21 -22 -23 29 25 -26 -27 28 -29 -30 -31
leaf_value=0.059715642548589014 -0.077318565513992799 0.10048180247132717 -0.11382791080243333 0.066658160379018713 -0.082291916041899615 -0.12674380202464408 0.11358337521977172 -0.12892493146463571 -0.11524149536352719 -0.1082481505151093 0.11259065505414932 0.024242329493210688 -0.084750190190444719 -0.05759807121098235 -0.026779462923126288 -0.17192328982604355 0.072733079105525525 0.015300358139147036 -0.27388240153875126 0.13215870701357357 0.031501585217851111 0.039148933254973435 0.0082536336784200456 -0.071904375810490861 0.05015315588713324 0.087371990257399113 0.0040139093460358237 -0.13142110875594798 -0.13201455573772305 -0.023225094672528111
leaf_weight=1.6093964278697956 1.8562172958627332 3.0426960438490012 6.0145246880128962 3.400084687396884 2.9748298116028309 1.4955905011156563 3.7490496002137652 1.2855023369193102 1.4774791053496326 1.5658765439875413 2.0527218729257575 12.300299081485717 2.4261633306741706 8.3624173477292043 5.7313038408756238 3.7608998380601406 12.194074548780916 4.1949402540922156 2.5321469223126769 2.167759846430271 35.873810239136219 5.1549728401005259 67.416328499326482 8.4156143388245237 34.818427924998105 4.8824607757851473 81.157497049076483 2.9878504681400955 2.109246135572902 87.123480933718383
leaf_count=5 49 12 148 16 37 38 14 76 66 104 14 201 39 45 40 34 63 34 21 7 154 23 1224 108 209 30 824 115 92 791
internal_value=-9.7595e-05 0.000250081 -0.00120088 -0.0567243 -0.00284883 0.0209799 0.0296529 0.0151689 0.00127406 0.0108951 0.0226802 0.00928459 0.000643771 0.00120297 -0.00219117 -0.0842868 0.016217 0.00393647 -0.0935511 0.000471283 0.0172143 -0.0207028 -0.000511322 0.00969604 0.0367796 -0.0013589 -0.00608418 -0.0645083 0.000568146 -0.00949284
internal_weight=414.134 412.277 385.308 12.3894 6.37491 26.9692 25.4736 21.7246 18.6819 17.3964 15.8305 13.7778 372.919 370.493 302.18 9.4922 68.3124 56.1183 6.72709 292.688 49.3912 13.5174 290.52 135.98 39.4157 96.5648 91.6824 4.59725 83.2667 154.54
internal_count=4633 4584 4059 201 53 525 487 473 461 385 281 267 3858 3819 3479 74 340 277 55 3405 222 68 3398 1383 329 1054 1024 120 916 2015
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=6 6 3 5 7 10 19 2 12 10 13 10 12 8 5 5 9 7 19 7 5 10 13 18 18 10 10 5 8 9
split_gain=1.02538 7.53691 3.51771 3.42549 2.95006 4.04418 7.15049 3.75159 3.13899 2.8754 5.27541 2.84299 2.63905 2.51621 4.5905 2.47363 2.42421 2.09487 1.97275 4.43851 1.96822 2.21268 5.48179 5.53439 8.39609 3.33514 4.09007 3.64487 3.23531 2.93848
threshold=13.665319288000001 13.775321858200002 81.355431485500006 20.971847224900007 22.958251375150002 78.196493182200015 12.851036860900001 243.75909071190003 199.81321265885003 68.846035804500005 105.40368946235002 78.728807892050014 144.66294237600002 1.6487133604500002 8.586848316050002 23.195398057700004 220.34006501145004 26.545218975000001 12.551012654050002 28.832866553600002 15.332427622700001 71.053259929650025 108.06526301150002 14.830595894550003 15.152522491700003 70.816675614150014 70.182199495350019 17.687678651600006 7.943800736700001 206.57490536735003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 6 -6 8 -8 10 -1 18 -11 14 -14 -5 -13 -18 -7 -20 -4 25 23 -23 -25 26 27 -22 -24 -26
right_child=1 2 20 15 5 11 7 -9 -10 12 -12 16 13 -15 -16 -17 17 -19 19 -21 21 22 28 24 29 -27 -28 -29 -30 -31
leaf_value=-0.12260217460408214 0.08038366519781362 -0.13349688993091333 0.083234800171342535 -0.13799555126653157 -0.13077475169236022 0.095091819806279343 -0.041264316795176989 -0.099371940186407409 0.059466210145839797 -0.065110009093612656 0.08905637180866384 -0.00071235533214352841 0.12814722846234494 0.086040649316129286 -0.12709716709561267 -0.022427906723733286 0.085314890232215668 -0.11858642466631016 -0.11341689463184011 0.11195050171406092 0.072787221379387576 0.051280601505693385 0.035662906776682893 -0.20857865850895185 0.038474844557132674 0.08749516133099379 -0.078211110553067745 0.0013307770449049853 -0.11956783735487929 -0.064844736276782194
leaf_weight=2.9182868283242014 12.052419133484362 1.9698053039610375 2.8533555269241324 3.326137436553835 7.1322800307534662 5.073827285319565 5.5044848816469329 3.6868486460298291 7.0633569583296776 1.7584311719983805 1.9741630740463731 42.716553422273137 1.2254177541472011 11.302100435830651 1.6578768370673058 4.1791717987507582 0.60233767330646459 3.0821308852173388 1.7761129955761137 1.7203230708837507 7.3630293831229201 11.414748987182977 1.6431776899844388 2.5027056559920302 6.3908466137945634 4.5867159499321124 6.2836950421333304 233.94728487962857 7.3409300148487091 4.8354277014732361
leaf_count=43 58 36 9 51 130 31 75 48 34 51 7 1221 28 63 42 39 3 124 54 12 23 48 20 24 31 20 103 1985 173 47
internal_value=-7.4453e-05 0.0028927 -0.000315312 -0.00850552 -0.00357696 -0.0124698 -0.0472998 -0.0106724 0.0153481 0.0298659 -0.0371954 0.00234831 0.050444 0.0647682 -0.0186167 -0.0736442 -0.00742526 -0.0852526 0.0552643 -0.0025312 0.000591937 -0.000231683 -0.0241287 -0.000171852 -0.0429512 0.00300232 0.00143708 0.00351111 -0.0911764 -0.0060274
internal_weight=409.884 303.184 291.132 106.7 99.1945 78.3583 23.387 16.2547 12.5678 20.8363 4.89245 54.9713 15.9438 14.1854 2.88329 7.50531 46.401 3.68447 8.57026 3.49644 289.162 286.309 34.1278 25.1437 13.729 252.181 247.594 241.31 8.98411 11.2263
internal_count=4633 2577 2519 2056 1966 1732 287 157 109 234 50 1445 184 133 70 90 1348 127 97 66 2483 2474 343 150 102 2131 2111 2008 193 78
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=10 7 2 7 18 18 15 17 9 17 18 7 7 9 7 2 6 17 3 3 19 13 10 3 6 19 9 18 18 6
split_gain=1.11896 1.25886 3.41485 3.26106 2.68144 4.16307 2.45907 3.10151 3.05282 3.58318 2.16104 1.92836 3.37154 3.31156 4.41562 3.57936 4.26308 3.34088 3.71046 2.6778 5.53453 4.27815 5.64641 3.46092 3.43505 3.43329 2.797 2.56865 7.09188 4.21899
threshold=54.884872733100003 20.714163848350005 316.46407472665004 21.833224794850004 14.170404054850001 13.328768336950002 16.701926737050005 177.73379099395004 180.48474949425002 187.14705358135004 14.349689277800001 22.721067571950005 23.109894804950002 186.70853236170004 22.791048179400004 108.63443756215001 16.505385645700006 191.06791329340004 93.216908757050007 86.26455603170001 14.251149826300002 113.98793627290001 67.181880221750006 93.181958801350021 16.385382841850003 12.651020723000002 187.45330412110005 13.480563334700001 13.531614672700002 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -3 -8 9 -9 -11 19 13 -13 -15 -16 17 18 -17 25 21 22 -21 -22 -25 -5 -26 29 -29 -14
right_child=1 3 -4 11 -6 -7 7 8 -10 10 -12 12 27 14 15 16 -18 -19 -20 20 23 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.10357010148393996 0.029016996306209804 0.042722445783303087 -0.11765204434443469 -0.0027731501570460925 0.1140177294513741 -0.12869986772366321 -0.13162959318667561 -0.16247940351988277 0.041635238867091612 -0.075891885514585589 0.075271800104403416 0.026936319982551044 0.05892786061237109 -0.16761868826590118 0.018498014322665384 0.037428824492175994 -0.0029660849255277316 -0.17757659022833222 -0.12665552914852016 -0.46908927677464585 0.081519120352417429 -0.021055342745100999 -0.071645501907550951 -0.092397949214099884 0.043104206169105749 0.13040597699085518 -0.013627597968686742 -0.1637788918161478 -0.00014157854437889985 -0.023639438844586018
leaf_weight=1.042178340605459 22.426900909049447 2.7569157327525344 1.692975116893648 3.4582502846606067 3.2470430126413694 1.8085872791707505 4.2920781266875556 2.6063684169203025 3.7373979454860091 2.1924492996186022 1.6631462546065447 7.6188172670081249 17.894472694024447 2.7559507032856372 8.4995033890008944 2.4101344048976916 7.1343479230999938 3.818509210832417 3.2185223731212318 0.62653333926573329 7.2895972803235045 2.1783104375936091 0.83231036085635424 3.2270583594217888 17.830792803317308 4.3966750507242978 16.952964929863811 2.678668648004531 235.01110921474174 9.4603544399142248
leaf_count=137 398 42 52 54 21 32 135 34 16 32 11 53 79 26 39 9 36 42 36 9 36 17 35 24 104 16 122 19 2914 53
internal_value=-8.51996e-05 0.000181942 0.0201894 -0.00137657 0.0286806 0.0172473 -0.0438452 -0.0603142 -0.0303033 -0.0719104 -0.0106861 0.000673608 -0.00252017 -0.0314808 -0.0474692 -0.034267 -0.0613137 -0.105377 -0.0563963 0.0175725 0.00887305 -0.10981 -0.242337 0.0184021 0.00629769 0.0717718 0.0154542 0.00135397 -0.00198571 0.0303729
internal_weight=404.759 403.717 29.1755 374.541 27.4825 24.2355 17.2484 14.4914 10.1994 6.46196 3.8556 357.293 300.5 35.4558 27.837 25.081 16.5815 9.44717 5.62866 56.7925 48.9376 3.63715 1.45884 45.3004 38.0108 7.85493 34.7838 265.045 237.69 27.3548
internal_count=4633 4496 503 3993 451 430 270 228 93 77 43 3723 3306 241 188 162 123 87 45 417 347 61 44 286 250 70 226 3065 2933 132
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=19 0 13 10 7 10 6 13 7 18 7 16 7 15 12 7 10 3 0 7 9 13 3 16 10 9 2 0 4 5
split_gain=1.05097 1.3718 1.16315 2.11698 3.67455 2.01094 1.99677 3.29738 1.95801 1.71827 2.92098 6.00322 2.7593 2.31858 2.51967 1.80061 2.80045 1.50896 2.3765 1.84595 1.33645 1.80705 1.88926 1.85296 5.18749 4.75967 4.08853 7.98301 3.84514 6.16226
threshold=9.4507625164000029 95.117648655250022 81.769454037550005 87.313054702550019 24.573979631000004 86.751166953300014 5.1351199812500008 86.968932061850012 27.589407812900003 17.108018746400003 26.545218975000001 17.684958644900004 27.528149546950004 14.882823222300003 315.91084638950008 26.756201080000004 80.538140213850014 74.107348365850015 102.65877371115 26.459406588900006 43.730860148300003 96.975373223400013 83.613736315050019 15.954962690350003 73.007768990450018 188.08209940425004 178.46521675150004 98.752444047600008 309.25865594525004 21.363989181350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 6 7 -4 -2 13 -11 12 -12 14 -8 17 -17 -15 19 20 -19 22 -22 26 28 -26 -23 -28 -25 -30
right_child=2 -3 3 4 -6 -7 9 -9 -10 10 11 -13 -14 15 -16 16 -18 18 -20 -21 21 23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.082522356687224963 -0.10740680491729293 -0.10627575718337026 0.054781434436211633 0.060426261214710356 -0.10584139141912835 0.079367213503332368 -0.11678639796068431 -0.10699188183507845 0.070918184975935883 0.091735396144563885 0.0079502282276496927 0.11426868959143555 -0.11777341777200714 0.071890882958535032 0.10771718234145829 -0.11183624649883078 0.02179773059700971 0.049516025103326727 -0.088744372917993655 0.064631805710562387 -0.14114838337416738 -0.0019579451174097265 -0.010704363936419279 0.0052537525900593005 0.053624571449645289 -0.12303457132423923 0.091192059133373221 -0.090821053506601912 -0.098404521222217739 -0.0080550042439157307
leaf_weight=0.48606797587126438 0.71146082459017534 1.8482058383524416 1.8144970699213434 1.8784283641725767 4.5459541683085263 3.2184890508651725 3.0431073126383121 4.1226544762030244 4.5760595975443721 5.5345196016132823 3.7640799637883884 3.2363265007734299 3.2554878643713892 2.9976706625893703 0.59818454273045052 3.5303313042968503 2.821467200294137 5.4862751998007289 2.9495364595204583 4.5560210961848489 1.8335498115047801 32.752133673522621 2.8148253941908479 227.57662178296596 2.0117811411619169 6.3046303438022733 13.630377461668106 2.9271834772080174 9.4331269487738592 37.794607520336285
leaf_count=6 33 320 29 16 313 31 110 264 130 26 38 17 67 29 10 54 30 38 65 31 74 299 42 1805 12 109 74 33 142 386
internal_value=-5.78437e-05 -0.0669622 0.000332863 -0.000291707 -0.0572263 0.000650981 -7.42525e-06 -0.0575511 0.0469237 0.000894367 0.0331871 0.00159188 -0.050357 -0.00051012 -0.0799054 0.000294235 -0.0524761 0.00124359 0.000638632 0.00139813 0.000557141 -0.000239711 -0.062158 0.000626092 -0.00248966 -0.0802998 0.0185157 0.0590143 -0.000134884 -0.0261011
internal_weight=402.054 2.33427 399.719 394.432 6.42438 388.007 384.789 5.93715 5.28752 378.852 15.7904 10.2559 7.01957 363.061 3.64129 359.42 6.3518 353.068 350.071 347.121 342.565 337.079 4.64838 332.43 283.121 8.31641 49.3097 16.5576 274.804 47.2277
internal_count=4633 326 4307 4144 329 3815 3784 293 163 3491 148 122 105 3343 120 3223 84 3139 3110 3045 3014 2976 116 2860 2454 121 406 107 2333 528
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=19 0 13 10 7 18 14 15 15 6 6 5 10 12 13 17 9 5 2 4 2 19 18 18 13 15 15 9 17 17
split_gain=0.934405 1.22603 0.96563 1.86632 3.2957 1.69149 2.73329 2.44826 3.57867 3.53765 6.22001 2.48152 2.53603 5.24578 4.84288 4.25649 3.74916 4.48221 3.05585 3.3632 3.75387 3.54845 3.78016 2.88894 2.20092 3.39453 1.9584 1.90263 1.8844 6.76689
threshold=9.4507625164000029 95.117648655250022 81.769454037550005 87.313054702550019 24.573979631000004 17.327266398450003 366.02505068985005 15.508466602900002 17.480288512750004 13.665319288000001 13.775321858200002 20.971847224900007 72.327589083450007 219.88098848225005 103.75835308650001 193.44542285585001 210.85023439230002 11.783123780850001 224.74008820395002 206.71522889875004 68.96170560420002 12.250988447150002 16.222567477200005 14.780131328250002 105.40368946235002 22.504462263300002 23.241064975550003 52.003051165950005 182.37451917730002 183.58889821140002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -9 11 -11 12 13 15 16 24 17 -14 19 20 -19 22 -21 -15 25 -10 -22 -13 -12 -30
right_child=2 -3 3 4 -6 6 -8 8 9 10 28 27 14 23 -16 -17 -18 18 -20 21 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.076882724810836023 0.043270632759233658 -0.10576889510139567 -0.057104925997031056 0.055621611912624047 -0.10530307647250248 0.063805061750996206 -0.037147629627864859 0.057623336254919513 0.043128758752317455 0.077050492883097579 0.020335884220628663 -0.012172252110781642 -0.10314833645280502 -0.151015583562116 -0.12683286772062841 0.10113311805627626 -0.10658023037388986 -0.11247085898947558 0.072771086339988938 -0.11557513540117509 0.036291282830702397 -0.1245687801510206 0.064377601863532793 0.028538040671574366 0.054007154997273467 -0.15997505223475372 0.15994043349923459 -0.12931033431077354 -0.10841052551690225 -0.0003062959295220322
leaf_weight=0.4704002477228636 5.1579945898847646 1.6799336755648253 7.532929078442975 1.8387839561328281 4.1333065438084304 9.5970851639285666 3.7220968976616851 10.643068003235383 1.4923368077725192 10.994123607873915 40.549647893989459 2.2270460203289977 3.9368910831399324 2.4756840807385738 4.6477782353758803 6.7520811799913645 4.1182273456361136 1.4284919053316167 6.1453510262072077 1.7819750178605298 5.5109317284077406 3.844813859090209 3.3843167666345835 1.4044273858889935 2.5948835760354996 1.8344099032692609 1.6687879413366316 3.674446364864707 5.9358673924580208 236.17024384369142
leaf_count=6 163 320 203 16 313 77 60 115 13 57 700 17 231 43 77 22 71 41 32 44 90 63 15 14 12 32 4 56 62 1664
internal_value=-7.15906e-05 -0.0658126 0.000286117 -0.000282322 -0.055755 0.000580253 0.0355934 -0.000677598 0.000492678 -0.00123192 0.00325513 -0.0235937 -0.0167471 0.0157134 -0.031482 0.0468611 -0.0175545 -0.0043196 0.0120525 -0.0091252 0.0355755 -0.0518273 0.00230769 -0.0860252 -0.015022 -0.0688652 0.0650312 -0.0851059 0.000384795 -0.00295676
internal_weight=397.348 2.15033 395.198 390.04 5.97209 384.068 13.3192 370.749 363.216 352.573 293.65 58.9229 53.0214 16.5538 36.4676 12.6737 31.8198 27.7016 23.7647 17.6193 8.60821 9.01111 5.16629 3.88011 5.92163 3.32675 7.17972 5.90149 282.656 242.106
internal_count=4633 326 4307 4144 329 3815 137 3678 3475 3360 2483 877 804 136 668 79 591 520 289 257 135 122 59 57 57 45 94 73 2426 1726
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=17 9 8 6 15 2 7 18 15 2 2 5 16 16 17 13 16 8 7 18 7 18 12 7 2 10 19 15 13 10
split_gain=1.04175 1.16592 0.96186 3.20466 2.4841 2.47241 1.88353 2.11291 1.47859 3.8551 3.11293 2.84101 1.41205 5.5287 4.84846 5.46903 9.17245 3.58474 2.98417 2.60582 4.32642 3.8688 3.18066 2.80827 2.88564 2.68927 3.69098 5.52458 2.70018 11.8044
threshold=158.19986339130003 43.730860148300003 9.5425530862500008 17.435407375500002 43.376643616500012 35.561888367500011 21.698399695800003 11.634276750250001 46.723315192750007 247.02271001585004 285.01633004880006 25.704065249550002 22.624947093000003 22.614947116400003 199.05253715360001 117.50981642375002 22.644947046300004 8.4434108459500017 22.435297587800004 13.552878921100001 23.432223030750006 13.480563334700001 256.19386559905007 19.052023743050004 305.67240907785003 62.165217350350012 14.551174033150001 41.195083317300011 115.13321943645001 66.235542959850008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -4 12 -10 -11 -12 13 19 15 16 -14 -15 -17 20 21 22 -2 24 -24 26 27 -21 29 -27
right_child=2 -3 6 4 -6 -7 -8 -9 9 10 11 -13 14 17 -16 18 -18 -19 -20 25 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.066485312501602223 0.02145586713400751 -0.11219211768604714 0.045984752287708729 0.11216062958103808 0.051888558263102319 -0.10565591948420228 0.072650269293381448 -0.10438507400955715 -0.12486342264187029 0.06981780054627322 -0.12968649558506601 0.017590828828186078 0.013784031628504246 -0.025203310248786272 0.07387826930021639 -0.025482891939274457 -0.22414531251775183 -0.15043806262478177 0.029624949905635911 -0.13127344255956919 0.096255868680469023 -0.11607274302081738 0.1156855454895053 -0.15819006203144059 -0.10775609262589042 -0.14224752989723 0.046270761631211466 0.02668024455663533 0.039684535705512169 0.00026466647551287998
leaf_weight=0.47453268198296372 56.776139355730265 1.5850403665099291 2.1128325909376131 0.56834399700164606 1.5708559565246103 6.2718659065430984 5.0785163203254342 1.675484377890825 3.3410065593197933 3.7987969936802966 2.385974433273077 2.9038834357634187 4.0446104481816283 5.6270055398344976 11.620486423373221 13.556047562509773 2.7031729072332382 3.8491136208176613 35.716260470449924 6.5538002196699363 6.4684342592954627 2.3298156689852467 1.1735054105520242 1.9111110633239148 1.1389339882880447 6.0061380662955335 3.1571485474705687 3.3442246094346046 15.061777781695126 179.99572771450039
leaf_count=32 546 218 9 2 11 204 29 44 82 17 37 31 34 39 62 81 20 34 158 61 65 28 4 34 37 59 12 15 69 2559
internal_value=-9.0577e-05 -0.0710242 0.00028331 -0.000472714 -0.0615147 -0.0875578 0.0328435 -0.0205203 0.000902063 -0.0330092 0.000756625 -0.0488382 0.00206956 -0.000933267 0.0150944 0.00290061 -0.0815308 -0.0760725 0.0144634 0.00157461 0.0183543 0.0103974 0.0152278 -0.0684941 0.00563497 -0.00389518 -0.0478762 -0.077906 -0.00103947 -0.00433716
internal_weight=392.801 2.05957 390.741 381.874 8.41107 6.84021 8.86683 3.78832 373.463 12.4297 9.08865 5.28986 361.033 293.393 67.6406 56.0201 6.74778 9.47612 49.2723 283.917 69.7979 63.3295 60.9997 4.22355 2.31244 214.119 13.0552 9.89802 201.064 186.002
internal_count=4633 250 4383 4301 217 206 82 53 4084 167 85 68 3917 3562 355 293 54 73 239 3489 714 649 621 75 41 2775 88 76 2687 2618
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=17 12 9 12 13 0 0 13 4 13 18 10 12 13 0 16 13 0 6 6 14 19 13 5 12 3 5 3 16 10
split_gain=0.919652 1.05668 0.939491 2.68523 3.46073 2.58409 1.79593 1.45785 4.47453 2.95291 2.81717 2.85524 2.51165 1.92507 3.0047 1.99605 2.02734 3.90694 1.99137 6.54033 3.00664 4.92556 2.69744 2.64571 3.12259 2.63675 2.14891 2.16701 4.92914 7.14191
threshold=158.19986339130003 284.29960850000003 37.364870866050005 293.55977308740006 96.357027853400012 111.47691637905002 117.77328532055002 95.811270852950017 310.6261364962001 92.792132372400019 17.327266398450003 81.573196594050017 284.29960850000003 98.577694269150015 102.21786657775002 13.854967601050001 101.51349054760001 100.01333091085002 13.665319288000001 13.775321858200002 282.15599721145003 13.051052998800001 102.83621194775002 14.835543846500002 108.57174425965 81.699554126200013 16.222050829800004 85.589753040950015 19.224955043700003 66.859265246100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 8 -4 -10 11 13 -12 -9 15 -15 -17 18 20 -20 21 -18 -22 24 -23 -21 -27 -28 -29 -30
right_child=2 -3 6 -5 -6 -7 -8 10 9 -11 12 -13 -14 14 -16 16 17 -19 19 25 22 23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.11105619931975262 0.0546720260955613 0.062995189457228304 -0.11013180205574367 -0.11222260984100935 -0.12186461337425569 -0.085163491522812731 0.09382033270187419 0.041526328833531113 0.030049030472913241 -0.086682650411785855 0.085092960954331123 -0.097515987230761714 -0.038432600654081786 -0.088290597421674111 -0.10059354889123553 0.043009834921306805 -0.098750233655947831 -0.12434117191617584 0.083004236741039239 -0.10092973465678448 0.036842369768095268 0.074730066914204682 -0.10634246816267511 0.075728981143464935 -0.1027440791728374 0.085751309685211163 -0.019860981222294408 0.046042774365912101 0.0047569354982036349 -0.063960253795919145
leaf_weight=1.4526178908999998 6.5317773749120516 0.4590372263919561 4.7672844907501739 2.8349110671551889 1.9496858930215228 1.6567063159309325 2.0812637297203755 11.570078005315734 9.6421198318712396 2.7953195911832145 7.1112801069393736 2.9413757179863742 2.141827299259603 2.4883880415000013 2.9412492797709993 11.415661158738656 3.7213067519478527 2.5024853702634564 9.9463417008519155 2.5404661297798148 1.6590408347547034 1.7181855891831199 6.3575855530798435 6.3320728596299887 2.3436963926069438 2.9885772764682761 43.917142904363573 25.276821115170605 188.25670470972545 16.445849081501365
leaf_count=224 126 26 296 223 64 162 78 106 188 45 45 124 37 52 73 91 61 46 51 33 17 7 88 29 36 11 454 452 1283 105
internal_value=-7.30931e-05 -0.069262 0.000268788 -0.0261869 -0.0021289 0.0263803 0.00118671 0.00066819 -0.0277598 0.00381354 0.00204741 0.000588488 0.0565004 0.0014312 2.90469e-05 0.000931599 0.00161385 0.000108904 0.00110868 0.00331987 -0.0278023 -2.54539e-05 -0.0767104 0.0353206 -0.0276721 0.000483447 0.00141393 0.000493696 0.00438065 -0.000763819
internal_weight=388.787 1.91166 386.875 12.9731 10.1382 8.18848 373.902 371.821 17.2047 12.4374 354.616 345.363 9.25311 342.422 330.852 327.91 325.422 314.006 311.504 289.372 22.1319 14.1153 8.01663 10.394 4.06188 279.426 276.885 273.897 229.979 204.703
internal_count=4633 250 4383 575 352 288 3808 3730 529 233 3201 3119 82 2995 2889 2816 2764 2673 2627 2389 238 133 105 72 43 2338 2305 2294 1840 1388
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=17 17 14 2 17 19 3 12 15 17 2 17 7 17 17 4 12 8 7 12 9 7 17 6 7 17 18 4 4 7
split_gain=0.913155 2.15609 1.58558 2.71085 2.94327 2.1951 2.11905 1.98794 2.02802 1.95971 1.47708 1.46909 4.16378 2.71758 4.83589 5.45032 2.77169 3.35361 2.8337 2.26195 2.13075 1.99368 1.99214 1.92645 1.89436 2.75592 1.71581 1.96638 5.04619 1.58823
threshold=168.62011096010002 174.47088669260003 320.56200823050006 94.087390192850009 165.35321678605001 13.351077205700003 108.48197402175002 256.19386559905007 22.853312863800003 159.52695360440003 56.799426908350007 179.88087463185005 23.727132803250004 182.37451917730002 183.32030055335002 159.20292939725002 84.828830943350013 8.8430989333000021 22.650953015950005 82.088033630950022 208.17787845895003 23.080728504150006 175.49979360550003 14.135330269750002 22.907491544400003 199.73283952805005 12.816643511250001 158.18845385165005 158.74242509745002 20.965117707800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 -5 -7 -4 -9 -1 -6 12 21 -13 15 -15 18 26 -16 -20 -19 22 -3 -17 -22 -26 -18 -28 -29 -24
right_child=1 11 7 5 10 6 -8 8 -10 -11 -12 13 -14 14 16 23 17 20 19 -21 24 -23 29 -25 25 -27 27 28 -30 -31
leaf_value=-0.11747055968471508 0.034274793908950267 -0.12572037784608844 0.10962234415681814 -0.10633766689137242 -0.23592807742877686 0.058951108510516097 -0.11425412603490262 -0.13951898722645881 0.044702971967216745 0.06813258432888393 -0.015501215505890368 0.043459794311153037 -0.13280341318556863 0.03382927738335062 0.015575752670369127 -0.078571223258297226 -0.12079591343517229 -0.14246548720354918 -0.17133676010680313 -0.029424602311143279 0.032265235248763138 0.09781617522242364 0.046367074721862453 -0.23295635943318846 -0.15431316780461257 -0.017264586569187276 0.052802934435229133 -0.11683895410501158 0.0045006338086485019 -0.047045888908838866
leaf_weight=0.64794205804355698 18.551617121673189 1.5146497013047318 1.8895571343600739 6.0067175956210104 0.61505990475416161 1.9891650388017299 1.0952807068824766 0.9695588884642351 1.5575214840937404 4.6621692171320319 0.60110106458887458 14.164649879559873 3.1938173109665504 2.0546212121844283 3.0322817191481581 1.327880868688226 1.0986568271182466 2.0609903167933217 2.5630459487438202 1.9992776063736526 3.2259624991565925 1.6697108233347524 3.6930026924237609 2.0654336391016841 2.1518411245197058 4.6124050337821245 8.1610929146409017 3.4698358550667754 279.90745500288904 3.5889338084962219
leaf_count=78 270 89 16 331 5 12 48 63 26 98 40 103 94 11 17 35 22 23 48 16 20 15 51 23 31 32 47 56 2876 37
internal_value=-8.02203e-05 0.00106344 -0.0208655 -0.0358262 0.0133466 -0.0711259 -0.00255373 0.0320361 -0.025977 0.0454852 -0.12698 -0.000719557 -0.032859 0.000603236 -0.00130734 -0.0947116 0.000322148 0.00180953 -0.0593503 -0.109149 -0.049889 -0.00236076 -0.0213757 -0.172542 -0.0307904 -0.0608625 0.00393855 0.00440861 0.00301488 0.000328093
internal_weight=384.141 364.107 20.0341 15.6174 6.52627 9.09116 3.08445 4.41664 2.52708 5.31011 1.21616 345.556 13.6601 331.895 317.731 5.44794 312.283 304.688 7.59461 4.56232 12.0512 10.4663 8.79659 3.39331 9.99021 6.76425 292.637 291.538 283.377 7.28194
internal_count=4633 3916 717 612 221 391 60 105 89 176 45 3646 286 3360 3257 69 3188 3107 81 64 106 192 177 58 83 63 3001 2979 2932 88
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=13 15 19 3 6 6 8 12 3 15 8 16 13 13 18 7 0 4 17 9 12 17 15 5 4 12 17 10 14 17
split_gain=0.989748 0.931321 0.893758 1.70216 0.957564 1.37061 2.07015 2.59406 3.03548 1.65666 1.65406 1.07592 1.41964 2.14646 1.59171 2.64434 1.88938 1.41114 1.2429 1.21549 1.043 3.79184 2.44553 2.17936 2.03976 1.98467 1.71236 5.33316 3.66552 2.80001
threshold=73.265860971000009 52.561095883800007 14.651182102100002 93.883646373400012 22.560527123150003 17.435407375500002 9.3427090425500019 79.204428604100016 92.316275283350009 47.117206525000007 10.142085217300002 22.794946695500006 117.97223122220002 119.17397200655002 11.634276750250001 19.052023743050004 76.535026057600007 328.87382113970006 162.04221493815001 38.283670303850009 371.73724940330004 204.04920942250001 19.077611477100003 20.389142059250002 478.28133109345009 358.96165787565002 201.39543491635001 62.245871094250013 162.62753922915002 194.75204781875001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 -8 -9 -7 -10 12 14 -14 -2 17 -17 -16 19 -18 25 22 -22 24 -23 26 29 -28 -29 -20
right_child=1 -3 3 -5 -6 6 7 8 10 -11 -12 -13 13 -15 15 16 18 -19 20 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10478215235544626 -0.092431795557527008 -0.07311430045102095 0.049861292180706035 -0.023648885125836547 0.072448760025074443 -0.11586399818760749 0.10501920366368106 0.095759296579705416 -0.15196478636834543 0.075199937407923134 0.0025484790562484341 0.056257534630931888 -0.14498182106755428 0.038847095400222652 0.084966484877690207 -0.11119752158293353 0.097049573257795396 -0.0097752301020732277 -0.0032008118665067236 -0.1061483390697715 0.039969220005015627 -0.12988161992328051 -0.13997933718058037 0.096725042223400101 0.061432991752023651 -0.086297594003729328 -0.10518388677379693 -0.15399826327306426 -0.0014000384770962587 0.019623215911577122
leaf_weight=0.90090564807178353 1.8442797211464483 1.7268675146624435 9.3795856684446317 4.7427311595529309 1.7922735549509514 3.5952832476468739 1.6963760191574691 1.155516969040036 1.8848829944618049 0.51936882361769665 1.0954797666054217 3.3917129337787619 1.6227020323276513 1.043727663811296 5.5955784656107417 1.5379762756638218 0.34882876859046463 2.186426192522049 174.12176482588984 1.8860577056184409 1.3026328976266079 0.95044959196820711 1.7971617854200301 6.0381898880004883 1.3472392919939009 2.6838046293705693 5.8689597211778155 1.6166204977780569 59.871653891168535 77.750348843517713
leaf_count=208 32 49 41 37 9 215 11 8 29 5 26 17 35 15 32 167 6 39 1705 222 17 25 34 35 26 60 66 15 755 692
internal_value=-9.12198e-05 0.000156725 0.000490868 0.0251742 -0.000465353 -0.000825603 -0.0374335 0.000884652 -0.0418273 -0.0917471 -0.095171 0.000206509 -0.000337569 -0.0730252 0.000221385 0.000716823 -0.000613514 0.0583479 -0.000106709 -0.0744325 0.000391597 0.0300693 -0.0643592 0.0651837 -0.0177052 -0.000662677 5.72676e-05 -0.0141054 -0.00541208 0.00384473
internal_weight=381.295 380.394 378.668 14.1223 364.545 362.753 9.94691 5.83226 4.13588 4.11465 2.98036 352.806 349.414 2.66643 346.748 344.904 337.122 7.782 335.584 2.23489 333.349 11.4357 3.09979 8.33588 2.29769 321.913 319.229 67.3572 61.4883 251.872
internal_count=4633 4425 4376 78 4298 4289 294 74 63 220 55 3995 3978 50 3928 3896 3825 71 3658 228 3430 137 51 86 51 3293 3233 836 770 2397
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=13 15 6 5 5 0 12 2 2 10 6 15 6 18 13 16 15 0 4 6 5 9 9 5 0 17 5 17 7 6
split_gain=0.891786 0.798788 1.40704 0.886364 3.37347 2.73796 2.17922 3.14517 2.11113 2.11375 1.84895 1.68331 2.20918 2.45056 1.23691 1.61295 2.28972 2.06114 3.92984 2.35324 2.65576 1.52335 4.05979 2.85873 2.8324 2.81837 3.47839 3.11776 2.66384 2.65093
threshold=73.265860971000009 51.19990836680001 17.995420460100004 25.704065249550002 24.453399453300005 81.446839061900008 270.40131768760006 263.5517324101001 305.67240907785003 57.772276765200012 16.505385645700006 34.969820938750011 16.950396043250006 11.780626785300003 118.84598011460001 22.704946905950003 42.80317728375001 85.619326080400015 175.22798587345002 16.495385412050002 21.324133279950001 186.70853236170004 185.98753508445003 22.533652790000001 85.732241321850012 189.00567661160002 21.324133279950001 188.51582982015003 27.973342028250006 7.3551718524000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -8 9 10 -5 12 13 -12 15 17 -17 18 -2 20 -20 22 23 25 -23 26 27 29 -27 -19
right_child=1 2 -4 5 6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 21 19 -21 -22 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.10437576342637803 -0.14612247763291808 -0.11399386095745015 0.050989895785712225 0.098953699456688707 -0.10499380635554674 0.069336710939149268 0.077090155541969019 -0.082031740426100119 -0.114099892425071 -0.07557528932592171 -0.050023823114106004 0.071485587635588779 -0.11848383773749045 0.091466855064397154 -0.079432432206044165 -0.00020598591399160709 0.087771686740918231 -0.046653244784738555 0.10073798795448047 0.049965340399950479 -0.12122896928958932 -0.074898725784087045 0.092960215608908658 0.059435216636960976 -0.00065917115104644473 0.033323476258211318 -0.11529737716390678 -0.15330975200925934 -0.068710990083917484 0.024633191857434431
leaf_weight=0.81818599690450255 2.7705064711626601 1.5349035530816757 0.77940976619720448 2.6589015382342103 4.9675683011300844 7.4650199338793746 2.2275685798376799 2.8080630665645003 1.5693405006313685 2.5078880477230987 2.7971023241989297 2.6840367503464222 1.7592923756456 2.1766292387619615 1.9052585810422886 6.9546087682247144 5.1481095105409622 8.1584826760226949 0.70253846631385419 3.6247124746441841 2.3159923439379781 5.2495043613016596 6.0312919355928889 8.9304635655134899 244.28673586220248 23.066239781444896 3.6175154023803762 1.4302815357223142 2.8779085485730311 14.46652514580637
leaf_count=208 52 58 5 16 136 56 8 40 56 153 40 15 182 10 39 42 20 267 5 18 126 38 41 44 2194 400 43 24 153 144
internal_value=-8.78277e-05 0.00013822 -0.058431 0.000499528 -0.000760369 0.0192522 -0.0580005 -0.0116424 -0.00389384 0.00796523 0.0253146 0.00452263 -0.0221713 0.011896 0.000916126 0.00136686 0.0372169 4.21464e-05 -0.0460726 -0.00434773 -0.069568 0.00140679 0.014607 0.00705158 -0.00222095 -0.00167346 -0.0238729 -0.0101241 0.0220051 -0.0010724
internal_weight=378.291 377.472 2.31431 375.158 351.54 23.6182 10.0032 5.03563 16.1532 14.5839 12.076 9.41706 6.73302 4.97373 341.537 339.631 12.1027 327.529 9.41375 6.64324 3.01853 318.115 68.5787 62.5474 249.536 53.617 27.6728 24.0553 25.9441 22.625
internal_count=4633 4425 63 4362 3834 528 184 48 472 416 263 247 232 50 3650 3611 62 3549 201 149 131 3348 1116 1075 2232 1031 478 435 553 411
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=17 7 15 7 8 6 2 16 10 16 16 0 7 18 17 16 0 3 7 12 15 16 16 16 13 15 17 16 9 6
split_gain=0.779017 1.66036 1.89449 2.24317 1.54657 3.30367 2.04797 1.54231 3.3238 1.88445 1.56364 2.66242 1.44046 1.36478 1.77067 1.64089 1.9966 2.28469 1.60282 1.28098 1.25821 4.03896 5.65957 4.67558 4.3084 4.00855 3.45544 3.10242 5.61482 3.6939
threshold=238.05090660085003 26.756201080000004 11.870705757150002 26.459406588900006 2.9476996444500005 8.0101871567500016 207.58106365020004 9.7049773055000017 90.937096262400004 14.184966829400002 14.274966618900002 102.21786657775002 20.253927392100007 16.922055371600006 219.10637853515001 11.864972254500001 105.7585659356 76.927540944650019 20.714163848350005 192.90305237590005 28.579157549250002 20.394952307700002 20.674951653000004 20.034953149600003 113.98793627290001 33.995989817300007 212.38791228795003 22.494947397000004 195.34352961910002 16.535386346650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 13 -2 -6 -7 8 -3 -9 -11 -12 -1 14 15 18 17 -17 -4 -15 -19 23 -23 -22 25 -24 27 28 -26 -30
right_child=4 7 3 -5 5 6 -8 9 -10 10 11 -13 -14 19 -16 16 -18 20 -20 -21 21 22 24 -25 26 -27 -28 -29 29 -31
leaf_value=0.074566784695795515 0.1339066450511813 0.071145339551884887 0.033016507235891002 0.056041282272026809 -0.11385771547621465 0.11338942585397821 -0.023332525111804947 -0.10761888972266805 -0.10339047554351073 0.074950365756574419 0.001657315200723775 -0.12437507016373395 -0.1314858111068988 -0.040184838557170505 -0.090371014039968847 -0.092939299226172237 0.064915863596493012 0.01029396170706838 -0.084565969121271969 0.075315920996503971 -0.022447793178860521 0.079844090099671097 -0.14481848827373106 -0.1558521470184579 0.084871087536873599 -0.011289616932685244 0.091909718435992174 -0.005392595626653343 -0.090933401224880084 0.026481959866873673
leaf_weight=0.4197848667390639 1.2424385675694782 3.4578503281809416 1.5933274701237667 7.3449726649560025 1.5613937809830529 2.5682021961547434 1.9106790727237237 3.8516410845331839 1.5941157768829723 1.3576994044706205 4.8643965730443597 2.5573453664546832 1.7688683781889265 1.2370677620638151 2.184248285368084 2.6265092147514215 4.8005482102744272 95.856897549354471 4.2559260432608426 4.2907451018691063 38.927493634866551 9.1136747887358052 3.8831454589962942 2.8173601059243074 11.248015210032465 5.3397545889019966 4.2332508265972129 135.99451372842304 4.0706817880272848 7.8393844068050385
leaf_count=16 10 51 23 74 62 38 29 249 363 12 50 65 84 30 36 94 67 1282 214 46 490 54 29 32 96 28 24 917 25 43
internal_value=-8.82446e-05 -0.000729997 0.000781111 0.00136499 0.0322984 0.0113984 0.0550642 -0.0306262 0.0160717 -0.0493036 -0.02372 -0.0417703 -0.0919648 0.000184907 -0.000628834 -3.94804e-05 0.000900285 -5.42398e-05 -0.0525367 0.049468 0.00070976 -0.00340141 0.00304213 -0.0314513 -0.00101298 -0.0675097 0.00274067 0.000368886 0.0342029 -0.0136488
internal_weight=374.812 367.529 349.846 347.658 7.28271 6.04028 4.47888 17.683 5.05197 12.6311 8.77944 7.42174 2.18865 340.313 334.785 332.6 326.751 321.951 5.84925 5.52781 319.324 223.467 181.722 41.7449 172.609 9.2229 163.386 159.153 23.1581 11.9101
internal_count=4633 4494 3704 3604 139 129 67 790 414 376 127 115 100 3530 3454 3418 3181 3114 237 76 3020 1738 1216 522 1162 57 1105 1081 164 68
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=19 8 10 12 2 8 8 9 2 17 7 15 17 17 17 3 0 12 18 16 17 18 7 18 15 5 17 3 5 10
split_gain=0.703769 1.40777 1.257 0.8738 1.97582 1.0961 2.56079 2.3219 2.75451 1.54902 2.93872 1.84285 1.87273 1.01799 2.88675 2.08702 2.93983 1.85006 3.28106 5.23254 4.18738 3.60288 4.39263 5.13866 5.28327 5.7716 3.18422 3.09058 4.84513 4.97626
threshold=14.651182102100002 8.6432548896500023 62.068432857650002 74.22129117770001 54.465024697200008 8.8430989333000021 8.7431769115000026 226.58992707320002 151.08605618930002 196.58703564235003 22.502236473750006 43.376643616500012 189.44392401325004 188.27285108100003 188.51582982015003 94.227769014100019 85.619326080400015 174.01334043920002 13.278511569200001 22.594947163200004 189.90635174060003 13.552878921100001 24.775165158000004 14.766942149300002 30.247508226550003 19.973460566700002 191.20566072810004 93.292185584700022 22.887221773600004 61.982402197500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 8 9 10 11 12 -7 -6 -15 16 -16 18 -18 20 -20 -22 23 24 -23 -26 -25 -19 -29 -30
right_child=1 2 -4 4 5 7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 27 19 -21 21 22 -24 26 25 -27 -28 28 29 -31
leaf_value=0.032283029199989703 0.049072382472182069 -0.061845498312929029 0.030666444784459262 -0.098745173448792911 -0.01025192072641426 -0.11369859353483838 0.045542806760092036 0.052856420415833383 -0.14137475265223962 0.052530007956952091 -0.12018224094399813 0.10773294682146198 0.070637630135908416 0.094677393886904049 -0.10810585814723689 0.070803124010992424 0.055309569909301241 -0.0011930467119159783 -0.12316730136280776 -0.12621596463219664 0.075450997774121203 0.046685369536325051 0.034589009834541953 0.026874375477340534 -0.08939266386555525 0.025549818589838694 -0.13931758280345391 -0.15424680979383426 -0.097784049996126263 0.028057849115853156
leaf_weight=7.7456658706068984 8.0695701781660301 2.9176512602716675 2.9575031921267509 2.0843632891774169 96.031165425491054 1.3804326828103501 11.934953340794889 2.8037950573489061 2.5014295149594536 2.0988862253725529 2.9541243687272072 1.3319622576236723 0.9173937439918517 3.3146221460774532 2.5179702984169117 4.1624323870055369 14.277504704892634 105.62842917797389 2.3462996270973226 3.0046415477991095 8.0996555574238283 13.279234694782646 28.10205368406605 1.5136462524533261 9.5583565719425696 8.0457379035651666 4.83700006082654 3.3890816122293499 5.1028495435602954 8.1788970120251161
leaf_count=51 37 27 16 34 1778 45 66 23 42 12 25 4 4 14 56 34 80 1366 36 18 82 72 315 9 137 36 88 23 50 53
internal_value=-7.76528e-05 0.0219614 -0.0152758 -0.000938173 -0.00167464 -0.00109208 5.87399e-05 -0.0285154 -0.0489146 -0.0222778 -0.0461257 0.0141456 -0.0401034 -0.00163033 0.00204355 0.000660736 -0.000679273 0.000576729 0.0112017 0.00320858 0.00834007 0.0125418 0.00474298 -0.0177831 -0.000936875 -0.0368596 -0.0997065 -0.00750838 -0.0475231 -0.0202906
internal_weight=371.087 13.9447 5.87515 357.143 349.397 347.313 333.325 13.988 11.1842 8.6828 6.58391 3.62979 2.29783 321.39 225.358 222.044 217.881 215.363 93.0641 78.7866 75.782 73.4357 65.336 37.234 30.8833 17.6041 6.35065 122.299 16.6708 13.2817
internal_count=4633 80 43 4553 4502 4468 4313 155 132 90 78 53 49 4247 2469 2455 2421 2365 873 793 775 739 657 342 245 173 97 1492 126 103
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=15 6 5 5 0 4 8 9 5 13 19 5 16 5 18 17 9 9 16 17 9 7 17 5 15 15 6 17 15 9
split_gain=0.684081 1.2222 0.8196 2.6605 2.44883 2.75891 2.0667 2.72091 1.48878 1.65316 1.65742 1.67892 1.71558 1.55104 1.74683 1.35635 1.15799 3.76367 2.59007 1.9042 1.89031 1.51704 1.51316 1.5117 3.37635 1.48453 3.37312 8.63727 2.35589 1.59777
threshold=51.19990836680001 17.995420460100004 25.704065249550002 24.453399453300005 86.420486603250012 376.61861354110005 8.543332867800002 189.34276022045003 26.429611911700004 108.64328150955002 13.351077205700003 29.260164586050003 18.714956236300004 30.133297129900004 11.207537862500002 190.4716172434 219.87257840710004 223.65407503400004 17.684958644900004 192.28474763930004 216.07042296730003 26.417313068900004 210.59174899425003 24.367802910700004 46.055224235250002 42.80317728375001 16.395383075500003 204.04920942250001 42.33967733730001 210.61272793875003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 16 5 8 7 -5 -4 -10 11 12 -11 14 -12 -16 20 22 19 -19 23 -20 -18 24 25 28 27 -27 29 -1
right_child=1 -3 4 6 -6 -7 -8 -9 9 10 13 -13 -14 -15 15 -17 17 18 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00201138380885608 -0.1124223935882615 0.048278569814994947 -0.11141326448443772 -0.11701245689376449 0.091377947441741311 -0.11439894191701389 -0.13586316619698346 0.01496193919147747 0.095099910621767203 -0.1017773650501736 0.063134877268697556 -0.14919825232474762 0.11597079187363304 0.055158635270828309 -0.11743719557651114 0.054390166032385473 -0.13771775868274774 0.038648552795446246 -0.0012522371808966141 -0.11368043084981905 0.041886157693823201 0.094790834654158995 -0.028964086245956557 0.075490968157492871 -0.10984395674141126 -0.17807253186959959 0.040153538505154796 0.090380017966463833 -0.076454438282053228 -0.025592730697906404
leaf_weight=248.04311158135533 1.3731373571790748 0.7221664786338805 0.86652500717901659 2.2864387365989369 3.848442815244197 1.7865432507824142 2.2906041764654219 4.9318459397181869 2.6639230845030424 0.70117659016977929 1.4556719281245007 1.2041338764829559 0.74762202054262161 6.8170701749622822 1.859028982697055 0.61017955839633931 3.1978727220557621 1.2796348923584431 3.2886084569618106 2.2877872780081816 11.365177125553599 3.2898552333936095 2.1325261327438056 2.6546030300669363 2.7878872719593337 2.5600036848336485 21.662849206477404 2.2535454630851746 4.1264972183853379 22.90469080186449
leaf_count=3004 58 5 51 102 21 65 48 34 21 126 19 79 8 58 75 5 48 19 25 111 113 25 33 23 43 31 91 19 24 249
internal_value=-5.94701e-05 -0.0570353 0.000266795 -0.000946386 0.0187301 0.00378872 -0.0531041 -0.0268418 0.016264 0.0231534 0.00884489 -0.0619376 0.010587 0.026326 -0.023753 -0.074976 0.000539264 -0.026173 0.00957131 -0.05904 0.00183782 0.0467784 -0.0942088 0.000355195 -0.000300179 0.000712572 0.0233283 -0.0523919 -0.00146423 -0.000322142
internal_weight=367.999 2.0953 365.904 343.344 22.5603 18.7119 9.50889 7.21828 16.9253 16.0588 13.3949 2.65293 1.4488 10.742 3.92488 2.46921 333.835 15.4763 10.1459 3.56742 318.358 6.57846 5.3304 306.993 304.339 301.551 26.4764 4.81355 275.074 270.948
internal_count=4633 63 4570 4042 528 507 184 136 442 391 370 213 134 157 99 80 3858 261 180 130 3597 50 81 3484 3461 3418 141 50 3277 3253
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=9 7 0 9 9 16 9 17 17 17 18 2 6 3 10 13 16 13 2 16 8 9 9 17 6 9 6 6 18 12
split_gain=0.66394 1.45089 1.08786 0.998494 2.00817 1.99326 1.58282 1.5059 1.66817 1.24874 1.99012 1.24452 1.15177 3.43725 2.45847 1.55476 1.48682 2.00316 4.22064 2.19206 1.33171 2.15232 3.75186 2.7907 2.4529 1.9409 1.79857 2.57077 1.74514 1.5059
threshold=233.77854820110002 28.832866553600002 104.61328277200001 224.20824026050005 219.87257840710004 17.684958644900004 216.07042296730003 203.37411447725003 196.39284362915004 207.48293496715004 15.868316629550002 385.08106568160002 17.755414852450006 93.394346993650018 60.87206898960001 121.22795401815002 22.834946602000002 117.97223122220002 122.71527679435002 22.764946765650006 8.7431769115000026 210.61272793875003 212.20546459280004 202.18556316275001 14.935348962050002 210.09631269260004 16.355382140900002 16.475384944750001 15.398663672050001 91.208648993800026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 11 8 -8 -6 -11 12 16 -14 15 -15 17 19 -19 20 21 25 -23 24 28 29 -22 -28 -24 -1
right_child=1 2 -4 5 9 -7 7 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 26 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.028259316111559914 -0.12831006449659318 0.11851454750844481 -0.10651304866265593 -0.061774119820339736 -0.081934132951846456 0.060483700646612494 0.008001144816932506 -0.0073707572677205475 0.10546993949397641 0.066314064989081253 -0.088678744699697304 -0.075710391422669013 -0.19178101690111882 -0.11303981590532022 0.070077473828997344 0.0078178729284296006 0.085423631990492951 0.063206510641016345 -0.15823241809805999 0.10901223494515205 0.078007280522122982 -0.10236343393681219 -0.079460206022342661 -0.074724446979151329 0.092446341268184656 0.066398728774886492 -0.063272556766622842 0.039154928646338988 0.047114683044070203 0.0018741256352589946
leaf_weight=17.709286207682453 1.2019572155550116 0.59918868541717518 0.33491162525024265 1.6845546537078897 4.842979744775219 6.4001147290691733 2.9996485922019911 4.7588940095156431 4.2350910564418882 1.8642774075269701 1.4909843760542569 2.1946892394917077 1.2256429716944683 2.2374163923086599 2.4535592852625996 2.030317678116262 2.0612292364239684 1.3941963596735143 2.2495337650179863 1.8701205551624287 5.0294648408889797 5.631454540416601 2.3005143702030164 3.6877951459027827 3.5423734709620476 4.467513605952262 3.6222011758945865 7.5742059140466154 2.0688563680159859 261.0883320257999
leaf_count=209 20 2 59 52 56 48 43 61 21 9 39 77 10 165 36 27 9 18 55 9 20 86 29 56 10 29 30 45 23 3280
internal_value=-6.71508e-05 -0.0556554 0.0378333 0.000260213 -0.000531984 0.0350096 0.00062563 0.0363192 0.0650577 -0.0494492 -0.0025604 -0.000654411 -0.000158617 -0.0377706 -0.0096864 -0.0555434 0.000763068 0.000221524 -0.0735035 0.00106472 0.000427327 -0.00107946 -0.0353938 -0.0028807 0.0306069 0.00100788 0.0283323 0.00601814 -0.0195282 -3.99572e-05
internal_weight=364.851 2.13606 0.9341 362.715 354.631 8.08467 346.432 11.9936 7.23474 8.19824 3.35526 334.439 332.244 7.94694 6.72129 4.26773 324.297 322.236 3.64373 318.592 316.722 300.496 17.231 11.5995 7.91174 283.265 16.2259 11.1964 4.36937 278.798
internal_count=4633 81 61 4552 4452 100 4348 125 64 104 48 4223 4146 238 228 192 3908 3899 73 3826 3817 3722 204 118 62 3518 95 75 52 3489
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=17 0 7 6 18 7 16 7 16 16 18 17 16 0 16 13 6 19 2 15 16 16 16 13 16 18 17 3 15 5
split_gain=0.634786 1.45515 2.15107 4.46757 1.42537 0.866887 1.96694 1.55932 1.50987 1.42273 2.30477 1.43997 1.2633 2.0824 1.17872 1.74671 2.55481 1.682 1.75087 1.30584 3.0509 4.70733 3.97581 3.0836 3.31073 2.96123 5.11518 3.57965 3.26072 4.5045
threshold=238.05090660085003 102.65877371115 28.043300357450004 8.5551998908500018 18.486194703750005 26.756201080000004 9.5099777615500027 26.459406588900006 14.184966829400002 9.3849780538500021 16.922055371600006 219.10637853515001 14.274966618900002 102.21786657775002 11.864972254500001 87.431346860350018 5.1351199812500008 10.650859343850001 223.87650328090004 28.579157549250002 20.394952307700002 20.674951653000004 20.034953149600003 113.98793627290001 20.834951278800002 14.032563378150002 196.21449749970003 86.092494711350014 37.261389050600009 18.331716563250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 -7 9 -8 -1 11 14 -10 -14 17 -16 -17 18 -11 -18 22 -22 25 24 -23 27 -27 -21 29 -28
right_child=1 2 3 -5 -6 6 8 -9 12 10 -12 -13 13 -15 15 16 19 -19 -20 20 21 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.081876365239592783 -0.08717140021233695 0.13140832274639483 -0.11131275870951451 0.1098156350886461 -0.076611079246812652 0.043763245281691725 -0.10669113206937751 0.046734680947300405 0.067129282950540367 -0.10226930015076643 0.068813891172621752 -0.083289023431625045 -0.0018123988243889224 -0.12089084960186708 0.090839463945150425 -0.090711413923306311 0.010711976902137531 -0.10951219172624363 0.059042926306797729 0.11613675947881025 0.075727539773102093 0.0019713369773124573 -0.14902957632969666 0.0020333605883686204 -0.11765850479173588 -0.093398701961921585 -0.064235535970529792 -0.026878270189817574 -0.11591381744907546 0.041479675202518836
leaf_weight=2.1132672491949043 0.90485117956995864 2.0473337341099977 1.7611133663449439 1.8986796683166174 2.4516689727897747 3.2713918624212956 2.8849624892463899 7.268583607976324 1.3184930849820355 1.0270966626703733 4.8569448280613861 2.0916953803971401 4.5930347931571305 2.1588609245372936 2.136956666596233 3.0661898567341259 96.132071750005707 2.3682251663412899 1.95085266046226 3.2246789224445811 8.3396105309948307 4.6645931527018529 2.5462109046056858 157.97472541662864 4.5894895270466805 9.7063546143472212 5.8719704300165239 3.8274776909966022 2.3809607485309234 12.853455720469354
leaf_count=95 13 5 103 18 355 146 192 76 12 115 60 36 50 63 14 226 1218 93 13 13 54 23 32 1105 34 190 78 69 51 81
internal_value=-5.48265e-05 0.0306459 0.0493255 0.00340739 -0.000625559 -9.81476e-05 -0.0242807 0.00091674 -0.0445993 -8.72047e-05 0.00043718 -0.00058545 -0.0224031 -0.0398867 -4.93123e-05 0.000735216 0.000124294 -0.0466139 0.00340623 0.00101667 -0.0032987 0.0024034 -0.0280718 -0.00125324 -0.0573581 -0.019938 -0.0333167 0.038517 -0.00568635 0.00832921
internal_weight=362.282 6.61198 5.70713 3.65979 355.67 353.218 14.2267 338.991 10.9554 331.723 329.61 324.753 8.07039 6.7519 322.661 317.315 315.178 5.34617 2.97795 312.112 215.98 175.568 40.4111 167.229 9.25408 37.8649 30.8127 7.05216 21.1064 18.7254
internal_count=4633 139 126 121 4494 4139 463 3676 317 3600 3505 3445 125 113 3409 3188 3174 221 128 2948 1730 1216 514 1162 57 482 400 82 210 159
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=15 6 5 5 0 4 12 2 5 13 19 5 16 5 5 5 17 3 16 17 8 12 8 15 10 19 5 15 12 13
split_gain=0.624376 1.03903 0.717883 2.25508 2.14036 2.46052 1.87987 2.60745 1.33721 1.3677 1.44341 1.45223 1.52924 1.36053 1.5092 2.04524 1.45057 1.21908 1.10775 1.05219 1.0272 2.67036 2.06535 1.93118 1.53828 1.80562 1.28561 3.97262 1.26128 2.11426
threshold=51.19990836680001 17.995420460100004 25.704065249550002 24.453399453300005 86.420486603250012 376.61861354110005 270.40131768760006 263.5517324101001 26.429611911700004 108.64328150955002 13.351077205700003 29.260164586050003 18.714956236300004 31.794087907800002 30.922794813800003 30.133297129900004 160.51990292375004 96.451123887950004 22.834946602000002 162.04221493815001 8.8430989333000021 58.770113158150004 8.7431769115000026 30.404760455250003 62.425997789000007 14.451165964200003 24.367802910700004 46.055224235250002 371.73724940330004 113.13031812925001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 19 5 8 18 -8 -4 -10 11 12 -11 14 15 16 -12 -18 -5 -1 22 -22 26 -23 25 -25 27 28 -21 -30
right_child=1 -3 4 6 -6 -7 7 -9 9 10 13 -13 -14 -15 -16 -17 17 -19 -20 20 21 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.07299747833392882 -0.11109207186840082 0.043704197078119393 -0.11051439233463872 -0.12286238601468305 0.08842612945720521 -0.11334511881630865 0.074509100783329965 -0.07471110416884845 0.08956618374227851 -0.10163289400341224 0.056165985734922867 -0.14637663995344152 0.11425946639960841 0.087174494535900163 -0.090801042529831497 0.094192398474304384 0.058468827072481612 -0.11523212635418952 0.0030154233153208056 -7.9813114259943876e-05 0.10960648325282046 -0.1374758442618817 0.04407681748655818 0.0017929080753733154 0.0061211976181050863 -0.13821759912737336 0.070750017434236701 -0.12077812453936328 -0.020929545117770551 0.085610740397728327
leaf_weight=1.9372112515266042 1.2432048905175168 0.66586536169052113 0.79717561055441066 3.472260363865642 3.5938408486545077 1.6288954862975504 2.1606393791735172 2.5566444536671042 2.5230800218414506 0.63519129890482806 1.4096867830958202 1.0867273082840254 0.67862717434763908 2.6367065280210227 1.3800290524959562 2.516518889926374 0.53148521669209037 1.6850349525921045 0.8753535859286784 287.28405284875771 1.294959932565688 1.7852205550298084 11.280346948653458 1.6736767329275593 6.1771929413080215 2.0484459260478616 2.5819758521392933 2.7038910151459268 3.2019014804973258 4.4532444030046463
leaf_count=267 58 5 51 130 21 65 8 40 21 126 19 79 8 24 16 18 4 76 6 3201 6 39 61 13 37 31 21 44 107 31
internal_value=-6.41342e-05 -0.0571006 0.000241221 -0.0008841 0.0181311 0.00370273 -0.0500825 -0.00636435 0.0157087 0.0223799 0.00888342 -0.0608563 0.00988207 0.025362 0.00369685 0.0249268 -0.0231422 -0.0735815 -0.097518 0.000482164 0.000920846 -0.0266426 0.00206933 -0.0417426 -0.0244783 -0.075261 0.000490985 -0.000118493 0.000987669 0.0410484
internal_weight=358.499 1.90907 356.59 335.487 21.103 17.5092 9.0649 4.71728 15.8803 15.0831 12.56 2.40055 1.31382 10.1595 7.52275 6.14273 3.62621 2.21652 4.34761 326.422 324.485 12.9795 311.505 11.6845 9.89932 3.72212 300.225 297.643 294.939 7.65515
internal_count=4633 63 4570 4042 528 507 184 48 442 391 370 213 134 157 133 117 99 80 136 3858 3591 126 3465 120 81 44 3404 3383 3339 138
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=19 0 18 4 16 18 16 18 2 16 6 6 7 18 10 6 18 18 6 10 17 10 2 6 12 2 0 2 17 2
split_gain=0.64645 1.16325 2.7171 0.672472 2.59155 2.57609 2.47423 2.15595 1.76012 2.02033 5.69788 3.02428 1.91092 1.7437 3.18044 4.61502 3.1084 3.08796 2.78892 2.70324 3.54058 2.87876 2.48713 2.19211 2.13413 4.3016 4.51368 3.43596 2.15106 1.56742
threshold=14.651182102100002 86.538778761000017 13.453871405300001 240.79927845295001 22.674946976100003 13.405741979600002 12.604970524100002 13.037923179150001 146.87900114440004 22.674946976100003 16.555386813950005 16.585387514950003 21.350715310200005 15.004783703300001 65.036490633650018 14.135330269750002 15.105469479800002 14.912399602950002 13.665319288000001 78.290589216800015 207.48293496715004 76.871083323950003 180.42199898520002 13.855323727400002 328.37985594320008 340.55256999290003 86.780739992750014 298.00670864630007 208.52928782745002 137.50513673700002
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 -1 -6 9 29 -11 -12 -13 17 -15 18 -17 24 19 20 -16 22 -22 -20 27 -26 -27 28 -5 -8
right_child=1 -3 -4 4 5 -7 8 -9 -10 10 11 12 -14 14 15 16 -18 -19 23 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10438860219257806 0.039597615726194323 0.057192655297543374 -0.085426568633034466 -0.010434435450996331 0.046388776493626938 0.070121141752033156 0.0082171171005039657 -0.1017833031369778 0.050519939764475288 -0.14779551281031034 0.088131521822900585 0.036048613673596568 -0.074021485204084234 0.10676697362543211 -0.11717667095925027 0.031140784321052835 -0.14686248012687883 -0.12768207746144974 0.091578006584966065 0.0099574594684502457 0.041517839279689731 0.095420469223485599 -0.12595661890130022 -0.00166793627840417 -0.13225173928807418 -0.13008302044007711 0.060382950745833011 0.083679839093974626 -0.10668116471302339 -0.046157343030467111
leaf_weight=2.0925615101004942 5.0731008462607843 5.4231464341282845 2.6443473938852549 81.991215875081252 1.9578093970194452 8.4300994686782342 137.43846157775261 1.9701731186360119 8.0901188424322736 3.3335012272000304 2.9540424309670907 2.5082753971219063 4.2493746979162097 2.9008027613162986 4.3238563237246108 1.384219137020408 3.368006742792204 2.4462114064954212 6.2732956148684007 35.023311457538512 1.5935606602579357 2.1129432059824467 1.9992494629696009 4.2152128778398037 4.3669406804256123 1.8283433836768379 3.8944549118168652 3.8301606932654968 2.3897848427295676 5.5141477130819103
leaf_count=282 35 26 19 767 19 71 1456 29 68 22 10 20 40 18 83 22 67 58 38 1056 10 13 36 31 92 65 34 29 28 89
internal_value=-6.63989e-05 0.0216999 -0.00324133 -0.000901548 -0.00520368 0.0389557 0.00366255 -0.0279305 0.0050405 0.00268191 -0.0349905 0.00372943 -0.0331661 -0.00853246 0.00448925 -0.00043146 -0.095014 -0.0167004 0.0076612 -0.00315077 -0.0489246 0.00279727 -0.0516747 0.0541035 -0.0139387 -0.0575053 -0.000467909 -0.00895544 -0.0131603 0.00611972
internal_weight=355.621 13.1406 7.71745 342.48 176.3 12.3581 166.18 3.92798 164.088 155.998 13.0452 9.71169 6.75765 163.942 63.1945 60.2937 4.75223 100.747 55.5414 45.0529 10.0296 5.70575 3.59281 10.4885 98.3009 10.0897 5.7228 88.2112 84.381 142.953
internal_count=4633 80 54 4553 2566 119 1987 48 1705 1637 92 70 60 2447 1374 1356 89 1073 1267 1198 142 59 46 69 1015 191 99 824 795 1545
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=15 6 15 6 17 5 5 17 17 9 0 6 15 3 0 10 2 6 13 17 17 17 17 17 17 17 0 5 5 15
split_gain=0.598041 0.872622 0.690068 2.20802 5.7079 3.52242 1.93689 2.22659 2.53893 3.0684 2.69676 1.89656 3.71781 3.19947 3.22893 2.51957 4.38095 2.46492 2.35624 2.09431 2.573 7.09227 3.58105 4.7997 2.37668 2.31825 2.03455 1.90166 4.28458 1.77566
threshold=51.19990836680001 17.995420460100004 42.80317728375001 16.395383075500003 204.04920942250001 24.310960779100004 23.605484525250002 199.05253715360001 193.94976740385002 191.61296531520003 85.307464937250003 16.455384477450004 42.33967733730001 90.461239173300015 88.350799540950007 62.025417527550012 180.42199898520002 16.425383776450001 117.56896250265002 198.58733702675002 187.63270803470002 186.69708271700003 189.5403704096 195.44378352670003 184.89106522365003 182.37451917730002 82.250688042950017 21.990725385850002 20.911722254300006 45.102215827400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 5 -4 -5 8 9 10 -8 12 17 -13 15 19 27 -1 -19 20 21 24 -22 -24 25 26 -15 28 -17 -10
right_child=1 -3 3 6 -6 -7 7 -9 29 -11 -12 13 -14 14 -16 16 -18 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010840479294563501 -0.11059786015862944 0.036720525085829327 -0.15082298412797523 0.065641038545190947 0.061180699575521337 0.015271475628132422 0.017397925162576173 0.071514934675353872 -0.00079195505762678421 0.040362614795891885 -0.14208129133235955 -0.12963314122592687 -0.14215711243258003 -0.024566006387955832 0.078488849877584435 0.036821881377774326 -0.13773526518728779 0.070649880396813677 -0.010745606893401064 -0.11577791875291038 0.077170283105532048 -0.25100313244756844 -0.074568146460207416 0.062501068574560351 0.071128624152855188 -0.11022281387261817 0.080415474849022894 0.020892121402630522 -0.099085290896542652 -0.13252869705970291
leaf_weight=223.08455107267946 1.1322086127474893 0.62350343167781819 3.754661404527722 8.4664334878325445 4.0326299332082272 1.934770015068352 2.2153380047529998 4.7874188795685759 1.8389283381402481 11.631064429413525 2.0336813954636455 2.4032454434782258 1.7586509026586998 10.836910523823468 3.7067250534892073 3.6449410719797068 4.1691129778046152 10.160986346658317 5.4715834558010092 1.5861496180295933 8.2957639277447033 1.2810343112796534 5.5220821676775795 4.7539893835783005 3.1698982035741201 2.5914464208763084 2.2250892892479888 6.1701249852776519 6.3797661615535617 2.306466655805707
leaf_count=3193 58 5 46 33 43 20 11 26 11 72 41 23 15 473 19 18 56 110 26 21 35 12 38 16 19 26 10 71 38 48
internal_value=-6.35028e-05 -0.0582809 0.000228356 0.0120931 -0.0298315 -0.0943403 0.0243407 0.0102486 -0.00439815 0.0137943 -0.0589326 -0.00143238 0.00270675 -0.0163472 -0.0121153 -0.0176549 -0.0463198 0.00377397 0.0421605 -0.00315665 0.00146206 -0.0233281 0.0282979 -0.0111562 -0.00783357 -0.0238238 -0.00668259 -0.0227863 -0.04967 -0.0740893
internal_weight=351.969 1.75571 350.213 43.0014 9.72206 5.68943 33.2793 24.8129 20.0255 15.8801 4.24902 307.212 240.476 66.7363 64.333 60.6263 20.3639 238.717 15.6326 40.2624 38.6762 20.1044 18.5718 10.2761 18.8233 15.6534 13.062 16.1948 10.0247 4.14539
internal_count=4633 63 4570 351 109 66 242 209 183 124 52 4219 3344 875 852 833 183 3329 136 650 629 540 89 54 528 509 483 127 56 59
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=6 5 9 3 7 13 3 18 5 15 2 9 5 15 5 18 6 6 13 15 2 3 10 17 13 5 0 10 17 7
split_gain=0.822415 0.873846 1.71206 1.49327 1.46938 3.21638 1.79287 1.06292 1.32189 0.969579 1.7594 1.03843 2.03523 1.53038 1.36413 1.59138 1.60633 4.03065 2.66974 2.97541 2.89458 2.64686 2.63103 2.81518 2.50962 2.36391 4.09503 2.71232 2.32073 2.58931
threshold=1.8500432259500001 2.7155367820000005 37.364870866050005 61.312976123050007 23.883283491600004 96.357027853400012 79.47351079420001 16.435318745950003 1.6209823962500003 11.870705757150002 309.88494104580008 43.730860148300003 9.1899936892500005 12.38011581135 10.36813655115 17.108018746400003 13.665319288000001 13.775321858200002 101.51349054760001 32.355961258350007 184.20633225945002 81.80440399325002 68.20618276945001 201.39543491635001 101.03763345850001 13.252098438300001 95.746747857800017 80.538140213850014 204.73764675200002 19.729453620400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 5 6 -3 -2 -9 10 -5 12 13 -11 -13 16 18 -18 22 28 -21 -19 -16 24 25 -24 -27 -28 29 -20
right_child=1 2 3 9 -6 -7 -8 8 -10 11 -12 14 -14 -15 15 -17 17 21 19 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10272947695289535 0.096756652984449396 -0.014679183481913983 0.092236492201597242 -0.12884676462532602 -0.10391717644527572 -0.11756528198560462 0.14196889377564989 0.10309611522366338 -0.10529416076297374 0.10693039371780158 0.031065665984305959 -0.071045166696106707 0.10679117277659814 -0.068632206281539807 -0.11449548200350752 0.035317014610166231 0.068594983150960714 -0.086369586120127864 0.019290053406474193 0.067174770886538032 -0.067449417532207886 0.0012149076671620406 0.062184212358494861 -0.086086140168394498 0.10803900964052429 0.072783224411786362 -0.12186929440002588 -0.012217118263693452 -0.017771059681379878 -0.12864930114845383
leaf_weight=0.77824892831267689 2.0107925720512863 1.763618299737572 1.7751270784065116 1.5620328707154834 2.8497343005146831 1.8412087887991218 1.247402651235461 0.51379515230655648 0.74689543782733381 0.68864483758807127 1.2296161792473865 2.675150391762144 2.6286731120198965 1.7796872409526256 1.8102161651477242 12.728513754555022 8.8675742074847204 3.4984454754739991 1.4196078740060345 3.7509164325892916 2.7814640048891306 251.51309119310463 5.9816400865092971 2.7318895228672764 2.9136851616203776 4.1224511866457751 3.1844574776478094 7.7357398509047925 4.9252985855564466 7.1008552256971598
leaf_count=188 11 48 69 172 235 82 5 6 65 4 36 182 17 76 43 195 57 47 13 12 42 2443 68 57 10 45 55 167 59 124
internal_value=-4.57271e-05 0.00018366 -0.000303967 0.000760196 -0.0469224 -0.0134491 0.0502168 0.0516231 -0.0203646 0.000276383 -0.0584114 0.000768621 0.0455586 -0.0196517 7.20508e-05 0.000657315 -0.000755153 0.00231802 -0.0174901 -0.045515 0.00985228 1.33558e-05 0.00216871 0.0100873 0.021063 0.00900924 -0.0121355 -0.044193 -0.0724142 -0.104001
internal_weight=349.156 348.378 345.107 337.405 7.70196 4.85223 3.01102 3.27148 1.26069 335.63 2.79165 332.838 5.09701 2.46833 327.741 325.066 312.337 263.879 48.4582 19.9781 6.53238 255.012 28.4801 26.6699 23.938 21.0243 15.0426 10.9202 13.4458 8.52046
internal_count=4633 4445 4363 3993 370 135 53 82 71 3924 208 3716 97 80 3619 3437 3242 2547 695 250 54 2490 445 402 345 335 267 222 196 137
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=9 9 7 2 6 0 18 17 17 6 17 17 13 17 18 18 6 18 16 9 9 13 9 5 15 6 0 6 0 12
split_gain=0.596807 2.75887 2.40545 3.97136 4.05694 3.08782 3.46101 2.96264 4.38363 2.8745 2.6127 2.5542 2.53524 2.3809 2.1688 4.77147 3.84582 2.96775 2.86013 3.77336 5.03821 4.4175 3.74178 2.71368 3.06149 2.38464 2.23681 2.09902 3.22297 1.93903
threshold=186.70853236170004 181.33671263215004 23.109894804950002 108.63443756215001 16.505385645700006 85.705356740550016 13.405741979600002 189.44392401325004 192.80507188075003 16.555386813950005 188.27285108100003 191.06791329340004 118.06363879865002 188.51582982015003 13.480563334700001 13.531614672700002 16.515385879350003 13.552878921100001 22.624947093000003 196.40176798710004 197.00658341100004 111.12203990580001 194.03220695150003 19.327153142150006 29.583625105200003 16.265380038000004 101.31992156225002 14.935348962050002 86.538778761000017 245.75615448465001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 -7 10 -9 -2 12 -5 -6 -11 16 -16 -4 -17 19 21 -21 22 23 24 26 -23 -19 -20 -29 -22
right_child=2 -3 14 4 7 6 -8 8 -10 13 -12 -13 -14 -15 15 17 -18 18 27 20 29 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00377619361610128 -0.16071259527218051 0.036685161427281392 0.047257099820662264 -0.057847172228904113 -0.10015000090757489 0.048692344505576482 -0.044396054829904372 -0.1524830398988205 0.020658221699025741 -0.053836529400842228 0.10914081037038058 -0.15115004390222289 0.062338699046393303 0.087586001961335452 -0.13280924682725223 0.072662448101929233 -0.063632821259098291 0.037391188378404813 -0.03393433824086222 0.12304482649307343 0.0033312922251786921 -0.18537805720942685 -0.10553619817778248 0.096736495480094567 -0.1313837385134107 -0.058658774199301406 -0.089435494705931234 -0.015643895536997181 0.086728877281480765 -0.02818052675147853
leaf_weight=62.071119507076219 1.7742603719234491 23.132245291024446 20.732270574197177 9.615215362049641 1.8690076572820529 15.563812308013441 5.3728183740749946 2.7313661128282547 3.147191341035068 4.4544318735133857 2.8930124640464783 4.2225151825696221 1.9748036423698065 1.6246021166443823 2.714372716844081 5.5643199868500224 3.683180662803351 6.5555581673979813 3.3818867877125767 3.2765378635376683 105.14048546302365 2.7681289771571747 3.7178644761443129 2.7355675697326651 1.8613082692027081 3.2037984617054462 1.765030628419481 4.5339922402054063 9.5587852597236616 23.980883001815528
leaf_count=1853 14 169 94 85 31 78 32 33 19 73 9 50 13 7 19 74 33 38 25 22 1114 31 60 12 29 20 118 41 57 380
internal_value=-5.59553e-05 0.00720884 -0.00243286 -0.0209548 -0.0489261 0.00474617 0.0248037 -0.007911 -0.0597888 -0.0487267 0.0373576 -0.0863181 -0.0166695 -0.0160418 0.00255416 -0.00122444 0.0305289 0.000781638 -0.00153729 -0.00586098 0.000586269 -0.0436189 -0.0171335 0.00831025 -0.0154472 -0.117396 0.0104877 0.0368151 0.053793 -0.0025212
internal_weight=345.62 85.2034 260.417 55.243 26.4531 28.7899 20.9366 12.6154 5.87856 7.85329 6.73682 13.8377 3.84381 6.07903 205.174 180.759 24.4155 178.044 172.48 155.005 132.398 22.6073 16.6353 12.9175 10.1819 5.97193 8.32059 17.4747 14.0928 129.121
internal_count=4633 2022 2611 444 240 204 110 105 52 94 53 135 44 80 2167 2040 127 2021 1947 1824 1516 308 257 197 185 51 156 123 98 1494
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=19 8 10 18 18 7 3 19 7 17 9 17 15 17 12 2 17 17 5 2 8 6 0 0 15 6 6 7 6 3
split_gain=0.636242 1.08161 0.775704 0.622581 1.7825 1.23824 1.42743 1.69696 1.51879 0.99023 0.893303 0.852159 1.52613 1.52105 3.0484 2.68691 1.92345 3.13525 2.68924 1.76155 2.4143 2.06842 1.54626 1.50277 1.43864 2.39205 1.80788 1.4461 1.43032 2.04676
threshold=14.651182102100002 8.6432548896500023 62.068432857650002 11.207537862500002 11.634276750250001 19.052023743050004 101.29303698090001 11.550931964450003 21.698399695800003 162.04221493815001 38.283670303850009 174.72950843050003 15.840011140850001 179.88087463185005 66.834523482800009 312.25197865035005 182.37451917730002 183.58889821140002 19.897785533950003 59.078594408600004 8.8430989333000021 16.305380972600002 87.525442894850016 83.933662832600007 17.319441631400004 13.855323727400002 12.145283772600001 25.024903008400003 14.995350363950001 87.399085362750014
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 -7 12 -11 14 -13 23 -15 18 -18 21 -21 -19 -22 -16 -14 26 27 -26 -27 -30
right_child=1 2 -4 4 5 6 7 8 -10 11 -12 13 24 16 15 -17 17 19 -20 20 22 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.050833721088143116 0.046350818788738118 -0.051893022333593754 0.025909766797728908 -0.10361984298406846 0.041648049175826457 0.076807630028174076 0.11733893031063547 -0.12302066080666088 0.093415759850198343 -0.0688216012282101 -0.10553403489175038 0.074761939537097519 0.081040361443030617 0.037352986572890871 0.0092618426188619193 0.07797053429110376 -0.02264543253120966 -0.12987327833148821 -0.14594458937745813 0.0023209369405937075 -0.10205998922152422 0.0020231969707704993 -0.012747574991480597 -0.12160245928569412 0.031345618494288338 0.11588241121153962 -0.11893051131176816 -0.11110868488589601 0.083733200568632357 -0.057929756762773933
leaf_weight=2.3121992805972686 7.4554854575544578 2.5848070960491896 2.5414063110947609 1.691789275035261 6.7588924469891927 0.32563539402326469 0.43370289076119606 2.4952019174816091 0.37263697036541987 1.7384065419901187 1.535970784461824 1.7586853802204112 4.1057897815480855 12.797712188912554 1.0692068608477709 1.013573861448094 5.2235797925386569 2.2672796584665766 2.674684330355376 253.26082176639466 3.6162040338385841 2.4999666661024094 4.1782016949728131 4.8943305956199765 3.464394861366598 2.4216736853122711 1.7234831014648078 0.89713899511843909 2.231907494366169 1.8781198449432848
leaf_count=95 37 27 16 74 123 26 2 257 3 114 238 9 27 93 9 11 77 47 34 2905 56 14 34 126 30 8 28 71 10 32
internal_value=-3.17885e-05 0.0220385 -0.013321 -0.000874164 -0.00123942 -0.000707521 -0.00160528 -0.0670175 -0.0948977 -0.000920945 -0.0736385 -0.000489434 0.0203537 -0.00179266 -0.042898 -0.0725559 -0.000539384 -0.00231103 -0.0643997 -0.000466215 0.000633853 -0.0607061 -0.0541839 -0.0981397 0.0296241 0.0128919 -0.0322203 0.0020437 0.0549191 0.0189988
internal_weight=342.223 12.5817 5.12621 329.641 327.329 325.637 318.878 3.30154 2.86784 315.577 1.86161 313.715 18.4609 295.254 8.7358 6.97711 286.518 273.721 7.89826 265.822 261.055 4.76725 7.79441 5.96354 16.7225 12.6167 6.08502 4.36153 6.5317 4.11003
internal_count=4633 80 43 4553 4458 4384 4261 262 260 3999 264 3735 320 3415 155 146 3260 3167 111 3056 2995 61 90 135 206 179 129 101 50 42
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=8 6 15 2 7 18 16 13 2 16 18 7 0 7 3 7 18 12 12 7 13 4 7 7 0 18 7 15 6 6
split_gain=0.572227 1.89558 1.2406 1.53273 1.1594 1.26595 0.967314 1.08393 3.51477 1.81401 0.942529 1.5327 1.17782 2.93831 3.31396 2.56255 1.48576 1.45378 1.20393 1.55332 1.33083 1.13904 0.846113 2.23534 2.01119 1.70064 2.22728 3.44094 2.49096 1.75154
threshold=9.5425530862500008 17.435407375500002 43.376643616500012 52.497771754550008 21.698399695800003 11.634276750250001 22.834946602000002 117.97223122220002 122.71527679435002 22.764946765650006 11.634276750250001 19.052023743050004 85.619326080400015 22.435297587800004 94.16862293520002 22.126303133300002 12.899561312100003 124.89425631215002 256.19386559905007 19.506002767000002 117.76521994615001 333.92249592315005 22.721067571950005 22.747724408400003 85.732241321850012 14.349689277800001 22.093462376800005 30.247508226550003 13.855323727400002 12.040281319250001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 9 -9 10 -1 21 13 15 16 17 -15 -13 19 -19 -21 -12 25 -24 -25 26 27 28 29 -14
right_child=4 2 -4 -5 -6 -7 -8 8 -10 -11 11 12 22 14 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.079114102404392761 0.035146672922750206 0.01602959632696312 0.037623468439945872 -0.11189759353273238 0.067723962294795034 -0.09395647122450547 0.071721631307078884 0.068921398080671187 -0.14353847522191573 0.10762359717864795 0.073564480021620082 -0.12710152768135349 -0.0085687198155432135 0.046760858334547642 0.078326941871047107 -0.17656180823272236 -0.12175354206111207 0.11171111972538915 -0.12591746938143414 -0.10563995127800228 0.037976819796841033 -0.028132863101062625 -0.10589654463090499 -0.078661607667937394 0.0002806468496616144 0.057815644811732125 0.019606398242900724 -0.16001971470896942 0.086008128247761439 -0.11556505811940986
leaf_weight=1.4974495524074871 1.9516068398952477 1.2683442458510388 1.1370470672845838 3.5803997259354219 3.5886940713971853 1.243449256988242 1.8905726261436928 1.3072281936183565 1.9256950647104529 1.5748831331729878 4.7182404105551532 1.4207751217763851 6.5354952141642553 0.75601764768362079 3.9166086539626122 1.7609123629517851 1.6990562349092213 1.1073955083265903 0.75586068467237044 1.2219097283668816 1.3671380579471588 1.4366969550028441 2.0392694408074012 3.2706731571815899 243.13198840041878 7.1358179086819282 30.675880944821984 1.7616456842515607 2.186788745224475 1.9976096577011047
leaf_count=32 11 12 11 229 29 47 11 10 46 9 41 146 94 3 34 24 59 7 29 141 6 43 16 41 3118 75 223 26 18 42
internal_value=-3.60848e-05 -0.000621678 -0.0563881 -0.0784341 0.0287161 -0.0150976 0.00039885 -1.57882e-05 -0.0576306 0.00056273 3.64752e-05 0.000408145 -0.000564431 -0.0289069 0.0212286 -0.0707524 -0.0698611 -0.0390278 -0.0109226 0.012592 -0.0298036 0.0498261 0.000764358 -0.00163013 -0.000767208 0.0125928 0.00511551 -0.0304987 -0.009214 -0.0336167
internal_weight=339.861 333.077 5.98579 4.84874 6.78375 3.19506 327.092 325.201 3.23292 321.968 320.393 318.896 312.741 14.0057 6.37168 7.63399 2.45507 5.87308 4.4523 3.69644 2.58905 6.15494 298.735 248.442 246.403 50.2932 43.1574 12.4815 10.7199 8.5331
internal_count=4633 4546 252 241 87 58 4294 4283 56 4227 4218 4186 4102 449 96 353 62 329 183 154 147 84 3653 3175 3159 478 403 180 154 136
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=13 8 13 9 18 7 9 0 9 0 13 9 15 19 16 19 18 5 12 16 19 3 10 18 15 3 10 0 14 3
split_gain=0.597048 2.33746 2.09874 2.51598 1.93059 1.9678 2.16484 1.67256 1.32378 1.16292 1.93897 1.68964 1.41703 1.35435 1.12182 2.30853 2.01939 1.9705 1.97134 1.59326 2.27441 1.53784 1.49612 2.94182 3.48387 2.59304 2.16697 3.66109 4.25868 3.0816
threshold=95.937628385050019 2.9476996444500005 96.357027853400012 38.283670303850009 14.693728290050002 21.698399695800003 66.544071737050004 104.03526427400001 43.730860148300003 104.22883325935001 89.208417684550014 40.734022239000005 6.8054746905500005 10.850875481800001 13.534968349350001 11.850956171350001 16.161386252450004 13.713273242250002 247.65401887280004 14.969964993700001 12.451004585100002 81.355431485500006 75.424692849750016 15.105469479800002 24.474073043650005 81.80440399325002 71.053259929650025 95.988709089550014 245.99173885435002 84.812788641250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 7 -7 -5 -9 11 12 -11 -13 16 -16 17 -10 -19 20 21 -17 26 24 -24 -25 29 -28 -29 -21
right_child=2 -3 3 8 5 6 -8 9 14 10 -12 13 -14 -15 15 19 -18 18 -20 22 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.09645538612556348 0.078463969963926905 -0.075182184141644431 -0.11457740564678663 0.079522887238674345 0.10226108695632974 -0.11121169258562913 0.11894383907109192 0.081435641966033534 0.051299651441026155 0.07360901472068461 -0.094310259325621371 -0.0096726633311737219 -0.057192163283190302 0.11435487552055634 0.048091572737527739 -0.072618443914531899 -0.16858782732670419 -0.10980738612997737 0.037282151406800405 0.059453376244089973 -0.14394850171997961 0.019420791908704042 -0.15794717720785614 0.016767017295437874 0.052816931736687923 0.095457469460740407 -0.078964812455530373 0.020054013205016336 -0.079858608501854347 -7.1943464236839751e-05
leaf_weight=1.8398662619292796 3.4702024110592893 5.1184511657920657 1.8961166236549605 2.1303921099752179 2.0903300312347737 1.5437718539033074 1.3639520853757847 1.5092179849743832 2.5713742091320446 1.0585549756069648 2.2732936737593255 1.531712865282316 3.8066200080211274 2.0706234001554549 10.222889124765059 3.0174002759158594 1.0167995938099919 2.7147449505282566 1.3714873525896107 9.0677424781024438 1.7426874455995855 4.5570520674809813 1.773400172125551 15.168045098893346 1.4061228663194922 5.7846113012637934 9.1370109850540739 17.553936045616869 5.6358012659475198 212.74897791532567
leaf_count=56 34 449 111 27 24 68 8 22 16 77 119 62 309 19 90 76 21 163 17 57 34 47 32 188 13 36 241 92 82 2043
internal_value=-4.21763e-05 -0.015173 0.00112804 0.000260977 0.000918503 0.0113055 -0.00123779 -0.0131215 0.000968819 -0.000760022 -0.0123095 0.00970539 -0.0287327 0.0616184 0.000421008 0.00139378 -0.0373288 -0.017282 -0.0604388 -0.000266156 -0.0409433 -0.0172445 0.00109578 0.0248909 -0.0647382 0.0384919 -0.00116368 -0.0253518 -0.00422775 0.00236142
internal_weight=337.193 24.2064 312.987 309.517 19.0879 17.2481 15.1577 13.7938 307.62 12.25 10.7408 8.46751 4.86517 3.60234 305.49 297.816 7.67441 6.65761 4.08623 287.593 9.31714 7.57445 278.276 24.1322 3.17952 20.9527 254.143 32.3267 23.1897 221.817
internal_count=4633 1213 3420 3386 764 708 684 676 3275 608 586 467 386 81 3248 3031 217 196 180 2941 157 123 2784 269 45 224 2515 415 174 2100
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=15 6 5 5 8 9 3 8 9 5 6 5 15 7 15 15 6 17 9 15 17 17 6 19 18 6 5 9 0 7
split_gain=0.565369 0.726871 0.680089 1.77179 1.70128 2.14018 1.67393 1.62755 1.84881 1.0484 1.20066 3.02737 1.00211 0.865906 0.810046 2.98245 2.82652 4.23446 4.18772 3.38116 1.97127 2.86335 1.52944 3.67923 2.69955 3.22878 3.6978 2.58582 2.41226 2.36503
threshold=51.19990836680001 17.995420460100004 25.704065249550002 24.453399453300005 5.9453602998000008 71.932467616300016 93.292185584700022 8.543332867800002 189.34276022045003 30.922794813800003 16.495385412050002 36.806659819600007 25.585355160750002 20.714163848350005 41.29990759910001 40.957632625650007 16.405383309150004 204.37664599445003 187.45330412110005 42.33967733730001 192.64609805285002 190.03457182425004 16.455384477450004 14.351157895250003 13.304953393500002 16.605387982250004 21.191508333600002 194.03220695150003 88.350799540950007 22.398098708400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 8 -5 12 -11 -12 -4 -8 15 22 17 18 -16 -20 21 -18 -1 27 29 26 -26 -24 -27 -25
right_child=1 -3 4 7 6 -7 13 -9 -10 10 11 -13 -14 -15 16 -17 20 -19 19 -21 -22 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=0.0031162003341756407 -0.11022426445117894 0.03174806661133512 0.008671722632517205 -0.11310597517046275 0.11580104213908754 -0.10481534835958949 0.063427645467247606 -0.12935973089262984 0.011558380851290028 0.059752539532316754 -0.17227891192968256 0.049115010666353931 0.10428755336465426 -0.016881401353282598 0.066200609739608646 -0.075830791771170317 0.027324080331966774 0.056077602882286484 0.0016438341597756511 -0.14801190204517342 0.056209168124621837 -0.066269556535742652 -0.14162513687033892 -0.014718770813629503 -0.16296054691556569 -0.054249915810309982 -0.020925720331416358 -0.035930554764549101 0.077350263799634056 0.062467511591770199
leaf_weight=213.00897812718176 1.015837761806323 0.55909933149814595 2.9086308804689924 1.6346154849743459 2.787108972668646 1.8772011756082054 2.5042453655041754 1.8634162805974481 4.369832755997777 1.0980309285223486 1.2853477424941959 1.1889591445215044 1.7589770997874437 2.8942711011040956 1.8939252644777278 5.3352741692215195 15.126981014385821 4.1894043721258631 2.1941214948892593 4.8393830321729183 14.179831763729451 4.1697940155863753 3.275949622737242 7.1488524340093198 2.9373148158192617 2.335746037773788 4.8752528950572014 7.8883717254502699 3.4505104422569275 8.9265113677829486
leaf_count=3212 58 5 62 102 11 315 18 48 34 9 28 25 12 48 7 39 72 48 13 59 76 26 26 56 40 29 25 68 19 43
internal_value=-5.11974e-05 -0.0598244 0.000232399 -0.000861025 0.0189698 -0.00845393 0.0528645 -0.0477166 -0.0223795 0.0134989 -0.0272741 -0.0658942 0.0447043 0.0203721 0.000344606 -0.00183768 0.0124839 -0.0268639 -0.0657861 -0.101326 0.0279012 0.00709965 -0.000282523 -0.0180099 0.000400816 -0.0323926 -0.074327 -0.0669445 0.024227 0.0281421
internal_weight=333.522 1.57494 331.947 313.644 18.3028 10.1171 8.18563 7.86786 6.00445 8.23995 3.57234 2.47431 4.66761 5.39852 305.776 259.183 46.5934 13.1168 8.92743 7.0335 33.4766 19.2968 253.847 40.8385 29.6742 13.5988 7.81257 11.1643 5.78626 16.0754
internal_count=4633 63 4570 4042 528 451 77 184 136 136 62 53 74 66 3858 3557 301 127 79 72 174 98 3518 306 212 113 65 94 48 99
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=17 8 16 8 8 19 8 6 16 6 8 13 8 6 6 16 13 6 10 8 16 5 3 16 13 6 5 15 5 5
split_gain=0.606427 0.747888 0.85711 0.976751 1.20057 0.923866 0.813178 0.776999 1.40024 0.85638 2.27651 0.993098 0.776009 1.15674 2.97633 0.754951 0.905221 4.60914 4.11068 2.81112 3.51332 1.10808 3.20705 2.99897 4.78781 4.04683 3.63425 3.58538 4.25874 4.77617
threshold=158.19986339130003 10.441851282850001 23.244945643200005 9.5425530862500008 9.1428649988500013 14.651182102100002 9.3427090425500019 17.435407375500002 23.044946110900003 16.845393589950003 4.046841884750001 117.97223122220002 8.7431769115000026 16.325381439950004 16.475384944750001 22.764946765650006 117.61735474900001 16.515385879350003 61.885617704800005 8.4434108459500017 22.624947093000003 21.836296031200003 87.399085362750014 22.494947397000004 115.13321943645001 16.425383776450001 21.043187000650004 34.563011034450007 21.191508333600002 21.020044509750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 9 -9 11 -11 12 15 -14 -15 16 21 19 -19 20 -18 23 -23 24 25 26 -2 -25 29 -29
right_child=1 -3 -4 -5 6 -7 -8 8 -10 10 -12 -13 13 14 -16 -17 17 18 -20 -21 -22 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.070592212338205784 0.0025138035008919011 0.065252327228088866 -0.067711808727235548 0.057728761587104049 -0.092737890179475119 0.032234542432256368 -0.0063862913254659386 -0.12944693904531288 0.050273207733837193 -0.10517242481160012 0.097794788539176239 -0.076382788413089556 0.055696795769116486 -0.065726437808865154 0.047365326622341872 0.06825055170866165 -0.086288121852943239 -0.0064161643782159952 -0.15853150862193635 0.055954630900368597 0.02185698040993329 -0.10252141032730658 0.016538091696860782 0.038830998783775383 0.082374308996474702 -0.16118886681911551 -0.093896418911660826 -0.055058202190672659 -0.0038523032933381919 -0.20020142727718096
leaf_weight=1.2139212196634606 152.25499803316779 1.7588152396492649 1.8660212876275171 2.9304200122132888 2.3269433621317139 8.8890951443463546 2.0524541698396206 1.2008760763274029 0.67843429092317808 0.71460662793833707 2.4376628266181797 1.7198229273781169 6.062806647270917 4.0133280812296999 5.5387541619129479 1.5497879274189461 5.1252488761674666 3.3121976703405371 3.831610947381705 7.1198699260130516 7.2582556921988726 2.3539145006798199 58.219507555244491 6.1150710470974436 7.1003940403461447 1.5724921645596612 4.0129861677996805 12.181187003850939 13.01195916905999 2.7856533899903289
leaf_count=250 2498 17 29 43 30 52 19 163 9 73 35 22 34 34 34 10 38 17 49 36 39 43 645 47 84 13 81 103 64 22
internal_value=-4.22707e-05 0.000217255 -0.000131228 0.000255164 -0.000265557 0.000448228 -0.0522682 -0.000462725 -0.0645677 -7.19497e-05 0.0517829 -0.000607641 -0.000178137 0.0215334 -0.000150424 -0.0013561 -0.00173295 -0.0192852 -0.0880039 0.0058854 -0.0229018 6.86847e-05 0.0119114 -0.00353547 0.00204531 -0.00156825 3.7974e-05 -0.0305345 -0.045695 -0.0820725
internal_weight=331.209 329.995 328.236 326.37 323.44 319.061 4.3794 310.171 1.87931 308.292 3.15227 305.14 303.42 15.6149 9.55208 287.805 286.255 26.6472 7.14381 19.5034 12.3835 259.608 60.5734 199.035 164.941 157.84 156.268 34.0939 27.9788 14.9668
internal_count=4633 4383 4366 4337 4294 4245 49 4193 172 4021 108 3913 3891 102 68 3789 3779 179 66 113 77 3600 688 2912 2676 2592 2579 236 189 125
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=6 0 6 3 17 0 10 3 17 15 17 9 0 6 13 15 3 13 8 4 5 3 2 7 18 9 16 0 17 16
split_gain=0.535335 3.26672 6.15324 5.5601 4.66458 2.84966 4.16028 3.55008 2.69092 2.51942 4.07446 2.01232 1.63294 2.67521 4.88178 2.15672 3.7331 2.57978 2.07112 1.92018 5.87739 4.58698 2.06674 1.96115 4.08347 1.91279 2.2547 4.24938 2.09788 1.87536
threshold=14.845346859150002 93.308316333500017 15.205355270700002 85.589753040950015 192.19686994285004 90.321439350550008 66.859265246100009 89.732667019950014 194.75204781875001 38.469938489650012 205.96542837505004 195.34352961910002 86.345209775600011 16.375382608200002 117.39690118230001 36.535628266450011 92.367355987800025 115.13321943645001 8.4434108459500017 248.32992249220004 22.627560662300002 93.345954747300013 314.93386866815007 22.958251375150002 13.023955459300002 194.57718764590001 22.604947139800004 87.345316200150009 196.70927211395002 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 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 8 4 -3 7 -7 -4 -2 -1 -11 -8 13 14 -9 16 17 -14 -18 21 -21 -15 23 24 -22 29 27 -27 -28 -17
right_child=1 3 5 -5 -6 6 11 12 -10 10 -12 -13 15 19 -16 25 18 -19 -20 20 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0021284588579571976 -0.17635023931480123 0.044322677994823569 -0.10906477395407808 0.088943718068705047 -0.14236032636738868 0.08131210474708396 0.033056814886612058 0.0071964215782335823 -0.048057987411551789 -0.17236173349921471 0.0076508568434333754 -0.085273139513436014 -0.037474974509243905 -0.16932254925083276 -0.15493841516251919 0.096561268444111795 -0.15816596739580438 0.063112785935237281 -0.036997994474356768 -0.17654482673975003 0.0028846526079844381 0.015867149699324564 -0.12790706271434282 0.014626848592942701 -0.14996168591823117 0.021608811882594645 -0.015169197514048792 -0.082366531570974469 0.066625103200364619 0.022972113140798257
leaf_weight=132.8986623758974 2.4025867487071073 3.1411619484424618 2.9711433462798587 10.572623666375874 2.3322117850184441 10.348942682147028 2.9409016259014598 4.1937281774007706 5.1169813084416091 2.2994077247567466 2.7745931092649698 2.8107261802069843 4.4961232282221335 1.3776265010237683 3.3329477681545541 6.2004949375987035 2.1321052471175781 5.8897392004728317 4.1691400185227394 2.2683876156806972 5.7119893761118927 45.917496381618548 1.3967618184688024 18.836057535838336 2.5186298121698201 11.961030259728433 4.5992863178253165 5.8546067662537089 9.8538408316671831 7.8439575284719467
leaf_count=2652 38 14 24 44 34 53 16 54 37 51 33 26 30 11 51 72 26 40 42 20 135 641 73 149 52 51 22 38 63 41
internal_value=-2.15793e-05 0.00340428 -0.000552174 0.0465897 -0.0352232 0.00341772 0.0434166 -0.000832428 -0.0890488 -0.00476885 -0.0739263 -0.0247691 0.00133227 -0.00766469 -0.0645998 0.01355 -0.0172738 0.0195675 -0.0779967 -0.00217258 -0.0216335 0.0104729 -0.00928786 -0.00316658 -0.0438874 0.0246561 0.0112488 -0.0125598 0.0405965 0.055461
internal_weight=329.164 191.191 175.145 16.046 5.47337 167.626 16.1006 151.525 7.51957 137.973 5.074 5.75163 148.554 85.5536 7.52668 63.0003 16.6871 10.3859 6.30125 78.0269 30.7318 47.2951 28.4634 27.0667 8.23062 46.3132 32.2688 17.8156 14.4531 14.0445
internal_count=4633 1897 1805 92 48 1730 95 1635 75 2736 84 42 1611 1186 105 425 138 70 68 1081 429 652 409 336 187 287 174 89 85 113
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=17 12 18 18 7 17 7 7 12 2 15 8 8 7 18 18 4 7 0 0 10 18 13 13 9 9 2 12 7 2
split_gain=0.515272 0.694061 0.629125 0.733569 2.63983 0.902412 0.897247 1.72208 2.04991 1.49699 1.37015 1.29735 1.55175 1.26255 1.14049 2.29395 1.42544 1.58242 1.19956 1.00221 0.991239 1.2306 0.931496 3.08957 1.84299 2.14481 2.93426 2.14857 1.99305 4.05368
threshold=158.19986339130003 284.29960850000003 11.207537862500002 11.634276750250001 20.090200465600002 162.04221493815001 20.714163848350005 21.698399695800003 219.88098848225005 316.46407472665004 27.220712026400005 9.5425530862500008 9.1428649988500013 21.207505591350003 14.170404054850001 13.154691941050002 195.04069921150003 20.558604996750002 90.490812212800009 87.028078140750011 73.007768990450018 14.122113655700002 95.937628385050019 92.792132372400019 186.70853236170004 185.98753508445003 118.20523333310003 119.80689146465001 23.109894804950002 108.63443756215001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 10 14 -8 12 22 -12 15 16 17 18 -7 -14 21 -10 23 -9 25 26 27 -24 29 -26
right_child=2 -3 3 5 -6 6 7 11 20 -11 13 -13 19 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.11151972405859037 0.057033478192210489 0.064061157840618499 -0.13461075356758509 -0.1042892237810764 0.11496823690592831 -0.11827713206317834 -0.13224610339670625 -0.00047154979737727156 -0.10968361932379067 -0.10893057656061267 0.030287399196628009 0.063334655629955577 -0.12495190497610074 -0.090048790757392055 0.10477059239426537 -0.082792434298238543 0.059597515996831989 0.088985334624442802 0.11142222896577161 -0.016882648994180863 0.060777017867177596 0.051726550081284565 -0.00057509726088603164 -0.10027620746687416 0.011563147008609762 0.084242124881897723 0.04079200075486434 -0.098240730866417825 0.003642064957910085 -0.049019261124835997
leaf_weight=0.87078502765507326 1.9383434199262399 0.30363879783544689 1.4199468401493498 0.82329807244241138 0.60409972071647633 1.4262840347364494 2.617371555650605 15.68184758682037 1.0663785312790421 0.79639352101367045 1.5641237187664958 3.2771538253873578 1.5880668601021164 1.9700054712593553 1.8681225613690919 1.8175458516925562 7.9610021018888801 0.79942125291563559 0.27046617865562428 1.8669596742838619 2.1473367288708687 0.84791500051505853 10.440663595451044 3.8664065781049421 21.237469134386629 5.0084727350622407 17.317397550214082 2.872152548050507 188.25841094087809 23.012777626165189
leaf_count=224 56 26 74 76 2 169 74 849 37 50 25 29 32 18 13 39 134 14 1 15 14 9 77 167 123 39 236 36 1761 214
internal_value=-6.33972e-06 -0.0661246 0.000233053 -0.000108415 -0.0601211 0.000270696 0.000540061 -0.000633312 -0.0410018 0.0244675 -0.0774056 0.000766992 6.27384e-05 -0.0367908 0.0319792 0.0209009 0.0389237 -0.027011 -0.0816625 -0.0665556 0.0141333 -0.0381888 0.000862778 -0.0202117 0.00239913 0.0235746 0.0136546 -0.0216458 -0.000846627 -0.0199433
internal_weight=325.54 1.17442 324.366 322.427 2.02405 320.403 319.58 304.641 10.2131 14.9392 6.1515 294.428 291.151 3.53413 14.1428 12.2747 10.4572 2.49617 1.69675 3.45503 4.06163 1.91429 287.696 19.5483 268.147 35.6387 30.6302 13.3128 232.509 44.2502
internal_count=4633 250 4383 4327 76 4251 4175 3755 177 420 117 3578 3549 43 370 357 318 184 170 47 60 46 3502 1016 2486 388 349 113 2098 337
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=15 6 6 0 6 3 17 17 0 10 3 15 17 9 18 6 13 6 3 19 15 15 8 17 2 12 16 2 17 5
split_gain=0.517023 0.619112 0.538184 2.7165 5.09675 4.84699 4.05118 2.49144 2.32206 3.65415 2.89792 2.12692 3.70954 1.64458 1.50125 1.89048 1.8907 1.65773 2.76485 2.24399 2.97582 3.68057 1.87525 2.09475 1.80489 3.94207 1.71067 2.76452 1.69348 1.652
threshold=51.19990836680001 17.995420460100004 14.845346859150002 93.308316333500017 15.205355270700002 85.589753040950015 192.19686994285004 194.75204781875001 90.321439350550008 66.859265246100009 89.732667019950014 38.469938489650012 205.96542837505004 195.34352961910002 14.329845562450002 15.885371159150003 113.98793627290001 16.395383075500003 93.82450029455002 14.351157895250003 41.29990759910001 39.864684991950007 8.4434108459500017 187.52613723835003 127.74713841330002 198.57093999515004 22.544947280100004 98.91243606750001 201.39543491635001 23.714185006400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 7 6 -5 -4 10 -10 -6 -1 -13 -11 15 16 -12 18 24 20 21 26 23 -21 -17 -26 -19 -28 -27 -22
right_child=1 -3 3 5 8 -7 -8 -9 9 13 14 12 -14 -15 -16 17 -18 19 -20 22 29 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.0021090586890966795 -0.10974778873205907 0.028174924076714632 -0.16948184859716364 0.04037645963133208 -0.097256843304992069 0.08501543437912866 -0.13789513137183021 -0.042757611508741383 0.078158473530970954 0.030225542552330564 -0.01025328538099674 -0.16950467971571861 0.0067183386201044755 -0.077347239983913019 -0.073159273371124933 0.033211759593381789 0.073738055231323082 -0.0016416722418835445 -0.12530882549244968 -0.046786323252456567 0.047053339996547948 -0.18065351387646222 0.00013146836439552692 0.041367618670223837 -0.13583874972432294 0.02335077744287388 -0.014242406156507029 -0.12583453405703146 -0.061249992319338808 -0.016608556857561026
leaf_weight=131.69879754836438 0.90813427697867044 0.50724953413009644 2.2380159174790597 3.0708011835813513 3.0046483278274527 10.006316233426331 2.1794399917125702 5.0570173468440771 9.6828821673989278 2.8809904512017956 4.2819687076844257 2.1032341280952087 2.7647549379616976 2.8047737744636834 2.6115440502762786 5.9852555543184343 7.1643469063565135 12.517562545544939 2.4461466572247437 2.9648387907072893 9.1683804318308848 1.6504278294742096 35.397944710450247 29.679349759593606 2.9117740523070088 7.162116773426531 5.6260543614625913 3.6669511198997498 3.5333858877420425 7.3389916412997982
leaf_count=2652 58 5 38 14 24 44 34 36 53 16 43 50 33 26 38 35 44 534 46 22 35 14 302 223 22 44 27 23 31 67
internal_value=-1.21196e-05 -0.0603186 0.000253295 0.00376775 0.00013552 0.0441872 -0.0336263 -0.0816349 0.00380684 0.0407933 -5.71015e-05 -0.00450837 -0.0694195 -0.0228399 0.00196952 0.00335616 0.0423176 -7.30476e-05 -0.0250675 0.00502686 -0.0137796 -0.0366678 0.0160739 0.0333612 -0.0125522 -0.0326818 -0.0257722 -0.0582758 -0.00459809 0.01875
internal_weight=323.014 1.41538 321.599 185.032 169.775 15.2566 5.25024 7.29503 162.48 15.3686 147.112 136.567 4.86799 5.68576 144.107 141.495 11.4463 130.049 22.0387 108.011 39.9684 23.461 68.0421 32.6442 19.5925 13.6073 21.8106 9.29301 10.6955 16.5074
internal_count=4633 63 4570 1835 1743 92 48 74 1669 95 1574 2735 83 42 1550 1512 87 1425 178 1247 700 598 547 245 132 97 584 50 75 102
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=17 0 7 6 7 16 18 5 7 6 6 16 10 16 10 9 16 0 0 7 9 19 13 2 15 10 16 16 10 18
split_gain=0.50688 1.21016 1.50101 3.72015 1.12333 1.23402 1.36222 1.31758 1.65545 1.16663 1.45384 1.15284 2.39835 1.34796 1.00271 1.87296 0.956387 1.42742 2.44109 1.22263 2.34504 1.16039 1.27192 1.3424 1.01529 2.73537 1.9915 2.88833 4.08459 2.72527
threshold=238.05090660085003 102.65877371115 28.043300357450004 8.5551998908500018 26.756201080000004 9.3849780538500021 16.922055371600006 12.306951632950001 24.624882230600004 2.7350639043000005 4.200098134650001 9.7049773055000017 90.937096262400004 14.184966829400002 80.314998189050016 219.19610828025003 11.864972254500001 105.7585659356 102.65877371115 26.366329164100005 208.65287229730004 10.650859343850001 91.399511060850017 223.87650328090004 18.581945927850004 73.007768990450018 15.404963976500001 16.094962363000004 73.007768990450018 14.830595894550003
decision_type=2 2 2 2 2 2 2 2 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 -1 9 8 -8 -7 -11 12 -6 -13 15 -15 21 18 19 24 -21 22 -12 -24 25 -18 29 -28 -29 -26
right_child=1 2 3 -5 11 6 7 -9 -10 10 16 13 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=-0.080824949651906328 -0.081078527323253047 0.1225044380297533 -0.10915698546734393 0.10775724044189582 0.064971898173654827 0.088782681210155159 0.07261276132974083 0.076619337459573972 -0.13032492863884948 -0.10345032056647321 -0.11561948323989138 -0.1054174188277951 -0.10258540640412613 -0.12947542674625367 0.017484247503566985 0.0046243046916687016 -0.049533952250899738 0.065259242890937194 -0.11127913365792881 0.10919782978660592 -0.023281769870941854 -0.10779115527445385 -0.10108635515033773 0.11006369637602693 0.013683027730700431 0.067122529861176686 0.041235871747148677 0.00041343696073815878 -0.086496071020581614 -0.066443360363826462
leaf_weight=1.8419284951814905 0.84716816805302997 1.7558486824855206 1.4724988632369789 1.7074636773904783 2.960117084439843 1.4827984157018352 0.80181487696245202 4.410796289332211 0.80606359522789717 1.355905953561886 0.65239162393845607 2.7682864840025996 1.2007820996805092 1.9052079576067624 3.2999633625731803 2.2975407745689154 2.8725232687720545 3.4173531886190167 1.949297155253588 2.9034735448658457 2.4751856876537204 1.799108352512121 0.41643116500927124 1.0870805010199545 7.1910523496335399 6.6941610770300031 16.830790649866685 224.95394553948427 5.5409149052575222 10.360589807154609
leaf_count=118 13 5 103 18 51 12 13 31 43 155 31 249 363 46 45 36 84 44 70 13 38 90 88 5 104 42 122 2347 136 118
internal_value=2.47482e-06 0.0293396 0.0482914 0.00731393 -0.000537357 0.000774276 0.00127863 0.0483701 -0.0291242 0.000307933 -0.000143668 -0.0277884 0.016617 -0.0457776 -0.0237722 -0.0561664 0.000340776 0.00101805 0.000238931 0.00101579 0.0482325 -0.0484966 0.000984927 0.051581 9.04148e-05 0.0320949 -0.0010655 0.00124439 -0.0016758 -0.0336149
internal_weight=320.058 5.78298 4.93581 3.17996 314.276 299.844 298.002 6.01867 1.60788 291.983 290.5 14.4319 4.1609 10.271 7.50271 4.20275 289.144 285.189 281.772 279.823 5.37866 3.95501 2.1559 1.50351 274.444 9.56668 264.877 247.326 230.495 17.5516
internal_count=4633 139 126 121 4494 3704 3586 87 56 3499 3487 790 414 376 127 82 3332 3118 3074 3004 51 214 124 93 2953 126 2827 2605 2483 222
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=9 17 9 9 9 17 17 9 2 6 6 15 7 0 10 10 0 7 16 5 6 16 7 4 9 9 8 2 2 16
split_gain=0.521441 1.03172 0.759528 2.03807 1.05259 1.1435 1.27147 0.974092 3.17324 3.23365 3.43281 2.71941 2.39328 1.619 2.60975 2.55093 2.32315 1.44666 1.42928 1.2343 1.0479 0.91028 1.51869 0.845922 0.842009 2.9789 2.61315 1.70388 2.89797 2.16286
threshold=233.77854820110002 253.00163930250002 223.65407503400004 219.87257840710004 216.07042296730003 203.37411447725003 196.39284362915004 207.40106631805003 79.152355410850021 14.825346391850003 9.6302250086500027 18.939493156800005 26.168093931450006 89.237990724000014 62.245871094250013 67.031326566450005 93.72771580185001 25.334697901700004 18.764956119400004 13.6045160441 13.775321858200002 17.684958644900004 26.614251743050001 286.93691744620008 204.89606367675003 204.20786774030003 7.943800736700001 325.13486840910008 309.04644204820005 11.864972254500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 24 17 10 -10 19 20 14 -11 -15 -17 -9 -14 -12 -13 22 -4 -23 25 27 -27 28 29 -1
right_child=1 -3 21 -5 5 -7 -8 8 9 13 11 12 18 15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.056440759767626414 -0.10145666830786687 0.081859563930057749 0.058463477860908657 -0.060363377119096388 0.0054567109730616105 -0.0088918595059206875 0.098172660511505055 0.01168855235076058 0.067240265463736501 0.0046834839366462341 -0.12355255076355627 -0.074674199183131423 -0.082272701099768683 0.086709977619385925 -0.12331055630159785 -0.093894607309831929 0.038568542886519293 0.10624348233777935 0.044822556410447245 0.052340869190778919 -0.15291128300011081 0.0020389769392698356 -0.11484073511705201 0.079491770039484294 0.021019152835657938 0.089544637217582587 -0.10999330709377007 -0.046581377095231795 0.072934017552474403 0.0031585872576403887
leaf_weight=6.2743573049374382 1.2407876044162538 0.40795674896799017 1.021220014430581 5.5850354803260407 2.5301591504248773 4.0527576438616961 3.5605461015366018 4.3792325453832737 1.8672891000169318 5.558521447703245 0.49780267255846355 2.4977239156141859 2.1776710804551844 4.3024324402213079 2.232953944709152 2.2590810637921095 3.1986479572951794 2.5662844320759177 1.4904113858938215 2.0091195204295218 5.4419594064820558 2.2665192228741944 1.0015730170416643 3.7319776834920049 20.939701447845437 0.78336877771653135 4.0466525852680206 7.0683028644998549 5.8180830580531611 206.10437830322189
leaf_count=607 51 30 12 90 43 61 21 39 40 61 75 44 45 28 31 21 23 22 5 17 99 19 46 37 208 8 112 281 103 2354
internal_value=-6.84287e-06 -0.0560979 0.000286498 -0.000506581 0.000601638 0.0322689 0.0596572 -0.000500249 -0.0148956 -0.0276379 -0.0601803 -0.0770373 -0.0974357 0.00199423 -0.0319982 0.0291302 -0.016261 0.0466255 -0.0306315 0.0174135 -0.128299 0.0306641 -0.027347 0.0502264 0.00182098 7.38644e-05 -0.0776308 0.00173997 0.0033053 0.00139783
internal_weight=316.913 1.64874 315.264 307.242 301.657 10.1435 6.09071 291.514 40.4791 33.5336 15.982 14.1147 11.6078 17.5516 7.79148 9.76016 5.45773 6.94552 3.66808 2.50692 7.93968 8.02129 2.02279 5.9985 251.035 230.095 4.83002 225.265 218.197 212.379
internal_count=4633 81 4552 4438 4348 125 64 4223 550 489 325 285 193 164 92 72 44 61 50 92 143 114 58 56 3673 3465 120 3345 3064 2961
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=15 6 5 5 8 13 0 4 12 5 3 19 19 7 19 16 16 18 6 8 5 7 9 19 18 13 7 2 2 14
split_gain=0.47316 0.522972 0.514018 1.39937 1.49392 1.5832 1.32761 1.5789 1.03683 0.942798 0.922023 1.36972 1.57217 0.966785 1.35291 0.755484 3.55293 2.84179 4.10425 2.49826 2.00465 1.49692 2.39072 1.59371 3.31706 4.14158 3.05981 1.47146 2.02632 2.78901
threshold=51.19990836680001 17.995420460100004 25.704065249550002 24.453399453300005 8.543332867800002 117.56896250265002 86.420486603250012 376.61861354110005 66.834523482800009 26.429611911700004 108.35292803145002 13.351077205700003 13.851117550450002 19.627338137150002 14.351157895250003 22.624947093000003 22.614947116400003 13.807773949150002 16.305380972600002 8.4434108459500017 24.367802910700004 22.502236473750006 186.16747084260001 14.351157895250003 13.405741979600002 117.66037007905001 23.299327580650004 137.50513673700002 134.46474107450004 227.1237147857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 5 -5 7 8 -4 -10 13 -12 -13 -11 -15 16 20 18 -17 -18 27 22 -20 26 -25 -26 -23 28 29 -1
right_child=1 -3 6 4 -6 -7 -8 -9 9 10 11 12 -14 14 -16 17 19 -19 21 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0068186400073744343 -0.10863266515181974 0.023481677777499373 -0.13149113084642763 -0.11106160691894632 -0.12660741307205325 0.011966115435904017 0.080422972747085847 -0.11083586663717759 -0.10897882171432252 0.080965983673311565 -0.15532146205668315 0.053383469013579488 -0.1065690278260828 -0.088097993569583088 0.047966393812384434 -0.088003670018831526 -0.017732050052142855 0.062477561250284169 0.013434902407820099 -0.12711315503668869 0.10962074061983079 -0.054744779530099819 -0.07314689721263351 0.064005814103857861 -0.12233819068670669 0.057986112908676127 0.056483449180599034 -0.0085925986751775839 0.071506374008159471 -0.1272216384899951
leaf_weight=102.65600481326692 0.82050968252587952 0.47197667509317398 0.46648193895817058 1.3992846782784898 1.6855291726533321 4.1429177983663976 2.7844992373138657 1.0896802012575779 0.53691735572647203 3.9516343909781408 0.57827857055235687 2.3700646741781388 0.8295811021234839 1.0210572105133908 2.5703947190195322 4.6720016542822114 4.7613989375531656 8.9310634955763799 9.3085063584148866 3.7191245527938008 1.6631624413421366 5.9946710243821162 4.8512227945029727 14.642485967604445 2.4778717830777159 2.6208240804262459 4.210253806784749 112.64289448683849 4.7606104859733014 1.5761458099586878
leaf_count=1258 58 5 6 91 48 45 21 65 49 53 86 40 62 119 27 33 40 69 51 34 7 38 43 87 18 24 16 2015 35 90
internal_value=-8.15925e-06 -0.0603885 0.00024124 -0.000705747 -0.0441678 -0.0190957 0.0175876 0.00454421 0.0147457 0.0204986 0.0266392 -0.0136859 0.0119121 0.0468359 0.00928301 0.00037938 -0.00216969 0.0106173 0.0011219 -0.065701 0.000243129 0.0105627 -0.0162286 0.0232307 0.0398171 -0.0296482 -0.00885526 -0.000577645 0.00770573 0.00479175
internal_weight=314.207 1.29249 312.915 296.716 7.22773 5.5422 16.1986 13.4141 12.3244 11.8579 11.321 3.77792 3.19965 7.54309 3.59145 289.488 231.779 57.7089 48.7778 8.48052 223.299 44.1058 14.1597 29.9461 19.7412 5.0987 10.2049 221.636 108.993 104.232
internal_count=4633 63 4570 4042 184 136 528 507 442 436 387 188 102 199 146 3858 3479 379 310 74 3405 277 94 183 129 42 54 3398 1383 1348
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=19 3 7 7 15 8 18 10 9 4 16 0 6 0 17 7 0 3 2 7 9 17 6 7 3 3 9 13 7 0
split_gain=0.504928 0.685633 0.540153 1.87011 2.0758 1.40481 1.72565 1.44595 1.67073 2.00356 1.60397 1.34845 1.22498 2.35995 1.13335 0.91895 1.81629 6.80716 3.27264 2.13806 1.72589 3.51396 1.58739 2.31684 1.57972 1.64411 1.72743 2.12585 1.49116 0.887255
threshold=14.651182102100002 93.883646373400012 20.797746106000002 21.833224794850004 16.701926737050005 5.1459841250500009 14.170404054850001 67.923894665750012 70.238863950400017 209.52275111965002 21.074950717600004 71.249517373150013 14.055328400500002 85.799452775150016 188.13858192940003 22.721067571950005 85.990333302400003 93.776108048150022 85.298498744850022 22.532843451200005 186.16747084260001 182.02915412410002 16.525386113000007 22.375171215700004 93.394346993650018 93.181958801350021 192.57902085675002 95.937628385050019 22.747724408400003 85.732241321850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 8 9 -1 14 -11 -6 -14 -10 16 17 18 -5 20 22 -22 23 -19 25 26 27 -18 -17 -30
right_child=1 -3 3 15 12 -7 -8 -9 10 11 -12 -13 13 -15 -16 28 24 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.092754744037114908 0.038228738894640756 -0.014697011120257182 0.063253413794326988 -0.030329526754142279 -0.10526861398378624 0.080183648132007831 0.089447055594509939 -0.11630136031872496 -0.1145943351815087 -0.013898377101128576 0.10675235406305544 0.074306320482456792 -0.08064546919946651 0.064036713770198025 0.075277692841800511 -0.088594999024714571 -0.060557021154918261 -0.069362079653540021 -0.19913268831436534 0.074383666190943595 0.076430300126485301 -0.11303271490040162 0.078956779327514215 0.067190010396256744 0.10157251886571093 -0.050418831276702769 -0.031219846079415532 0.072514443494108627 -0.038949048416106226 -0.00094722805502017379
leaf_weight=1.2700478848419168 7.4857869707047922 3.6368814613670111 1.5424566291621875 2.3008378297090557 3.7995066151488555 2.8667850545607498 2.0429795542731872 1.1528362566605199 2.4068328621215187 2.6879410515539348 0.48846768308430899 4.8796543325297534 3.2055028794566169 1.7389981914311645 0.36160136287799094 2.0060892894398412 1.3757950426079393 2.8360763567034173 2.2932351306080818 5.4012311050901181 1.4554898757487524 2.9897188823670149 3.3873484940268099 2.2112976466305554 3.0764535143971434 2.5432182177901259 2.9126005768775931 9.4221491862554085 6.3189867648761711 221.6571414078644
leaf_count=35 43 37 37 14 86 48 25 32 387 62 3 53 111 12 8 17 38 35 35 36 12 40 13 14 31 15 16 95 135 3108
internal_value=2.39167e-07 0.0209231 -0.000773859 -0.00184853 -0.0437033 0.015945 0.00390092 -0.0092918 0.000908207 0.023471 -0.0603162 0.0429768 -0.0625707 -0.0297602 -0.089794 -0.000266762 0.0132968 -0.00577286 -0.114591 0.0215734 -0.000572785 -0.050997 0.0260015 -0.00953744 0.0358637 0.0234266 0.0371245 0.0555595 -0.0027559 -0.00200055
internal_weight=311.754 11.1227 300.631 282.474 10.2865 18.1571 15.2904 13.2474 12.0945 8.83764 3.2569 7.5676 8.74401 4.9445 2.76843 272.188 42.2055 22.8752 4.59407 18.2812 12.8799 4.44521 8.43472 5.04737 19.3302 16.2538 13.7105 10.7979 229.982 227.976
internal_count=4633 80 4553 3900 246 653 605 580 548 150 398 115 209 123 395 3654 394 199 49 150 114 52 62 49 195 164 149 133 3260 3243
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=12 2 17 8 17 0 7 4 18 17 10 8 6 9 19 8 8 9 9 13 6 15 19 3 18 13 0 10 9 9
split_gain=0.467241 2.00939 1.62191 2.79141 1.68303 1.4343 3.322 1.30705 1.29939 1.13646 2.2719 1.08723 2.37625 1.24454 1.26621 0.922464 0.876075 1.00043 2.73899 3.11068 3.93071 2.1798 2.31368 1.82412 1.99037 1.45796 1.33675 2.14168 1.12479 3.49103
threshold=91.208648993800026 72.043920985000014 183.32030055335002 8.2435668022500028 188.85216786605002 92.168410086200012 21.115414688150004 147.36370056065002 13.934548574650002 198.26219854015002 65.907551067950024 8.9430209551500024 18.055421862050004 226.58992707320002 14.551174033150001 8.4434108459500017 8.7431769115000026 207.40106631805003 212.49340169810003 99.07774748140001 14.825346391850003 24.322764446600004 12.551012654050002 81.355431485500006 17.370891598500005 95.811270852950017 89.711159354950013 67.181880221750006 204.68881850780005 204.20786774030003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 -4 -5 6 -1 -7 -6 10 -2 16 -13 14 -14 -9 17 28 19 -19 -21 22 23 24 -20 -26 -22 -28 29 -3
right_child=1 11 3 4 8 7 -8 15 -10 -11 -12 12 13 -15 -16 -17 -18 18 21 20 26 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.022440135043954524 0.071169231110903924 0.0017781867459339996 -0.1265152548971257 -0.07868815560101218 0.053440972693061188 0.095616185093248221 -0.16863740131320917 -0.035748126869398024 -0.035334659633480897 0.10198846347579565 -0.051153304749635801 -0.094321574555536428 -0.10654603477864669 0.092427523909096115 0.031788840698422104 0.060031421034543724 0.028043010873695002 0.056034219340290153 -0.12735686544199479 -0.10765874927710467 -0.07710601679670652 0.024772877813446531 -0.10551017404349038 0.12384172366177384 -0.11170634905356978 0.081718619656339697 0.087893382513931834 -0.0390787702434367 0.025787439987575198 -0.10634665421620682
leaf_weight=3.3353973673656601 3.9814701825380308 191.17317606565484 2.7982272177468976 2.7469299882650358 3.7378279939293861 2.7679899670183659 1.2511865639826281 2.275441815785598 2.9499658579006791 2.6832040939480066 2.4543563667684793 3.7741764816455534 1.1033048927783968 1.3915690835565326 1.6530271237716077 1.8017860502004621 11.214218750596045 2.671519125695343 1.2593915341421991 8.3483385406434518 2.0034826882183543 18.771816102205776 3.081405081320554 1.0323883444070814 0.52318390941945869 1.5272757359780369 2.4355476833879948 2.9224083758890629 18.669373470649589 3.0334711389150462
leaf_count=58 38 3060 80 39 20 10 18 38 21 13 19 55 40 13 25 6 86 99 36 156 24 189 69 3 110 13 17 25 167 86
internal_value=9.95696e-06 0.00112841 -0.0134933 -0.0388011 -0.0127861 0.013588 -0.0296844 0.0425824 0.0142823 0.0473149 0.0245205 -0.000394334 -0.036906 0.0153365 -0.0235839 0.00657824 0.00068227 -0.000509519 -0.0141319 -0.0437233 -0.0606875 0.00663233 -0.0392388 0.00778964 -0.0284086 0.0323654 -0.00741923 0.0186385 0.00234304 8.92972e-05
internal_weight=309.373 285.708 23.6648 12.233 9.43472 11.4318 4.58658 6.84522 6.68779 9.11903 6.43583 276.589 7.92208 4.1479 2.75633 4.07723 268.667 257.453 44.5768 18.3813 15.7098 26.1955 7.42364 4.34224 3.30985 2.05046 7.36144 5.35796 212.876 194.207
internal_count=4633 4343 290 160 80 130 76 54 41 70 57 4273 133 78 65 44 4140 4054 741 321 222 420 231 162 159 123 66 42 3313 3146
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=17 18 16 8 7 0 7 17 7 10 13 0 6 15 7 7 7 18 16 0 3 2 0 19 13 2 15 3 13 16
split_gain=0.468686 1.73178 1.11815 2.09704 0.964814 1.5812 0.913606 1.6213 1.63058 1.2675 1.24909 1.22192 1.19313 1.08637 1.21652 0.951791 0.896459 0.883656 0.773022 1.70902 1.48936 1.17322 1.64342 1.09315 1.4897 1.23409 1.01602 2.17562 1.21409 1.09204
threshold=236.15709471040003 17.549283450150003 17.684958644900004 7.1444245619500011 28.043300357450004 107.84480944480002 26.756201080000004 201.39543491635001 26.961130311900003 90.679004281900021 81.769454037550005 93.910530954700008 11.135260173550002 11.870705757150002 26.459406588900006 20.253927392100007 26.826254787300005 16.115468395400004 11.864972254500001 105.7585659356 76.927540944650019 219.56639384385002 106.87158760155002 10.650859343850001 91.399511060850017 166.72194812590001 18.581945927850004 85.667718326750006 104.92245545700001 14.504966081100003
decision_type=2 2 2 2 2 2 2 2 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 -6 13 8 -8 10 -10 -9 17 15 18 -1 -13 -12 23 20 -20 22 -21 24 -15 -26 27 -22 -29 -28
right_child=1 2 -4 -5 5 -7 7 11 9 -11 12 16 -14 14 -16 -17 -18 -19 19 21 26 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.071317195228317712 -0.12432900866764562 0.12014634475856004 0.10854818296383562 -0.11067652223247496 0.12811722168939041 -0.10787750601204316 -0.12649775248174053 0.10419439847713773 0.090386978918129302 -0.10215999902996771 0.051114638766690014 0.077075938242572611 0.037641352831235889 -0.084165190090419589 0.046123742691013082 -0.12393234524187208 -0.10684285238909 -0.11445420002946474 -0.087059284576952611 0.11330726159194547 0.05863853175870546 0.092563091128839356 -0.10970929700664356 -0.10631598366168871 -0.061584443812075111 0.10033686088913923 -0.041800704336916183 -0.11403595058378518 0.020822354104838538 0.00023618157591954461
leaf_weight=0.31464568059891362 0.66669787664431979 1.3238610755652196 1.8857390657067297 0.98385528934886668 0.50357419252395608 0.65086372633231804 0.92793271091067975 0.34072829782962699 2.1937790792435408 0.83398609363939602 0.44159067515283812 0.2860772376880053 2.8165582269430161 1.4849713800940656 5.86633840156719 1.2089683780213816 3.6004333646269515 1.1937579272780565 1.9599193616304535 0.56311353435739764 7.5829645637422782 3.336083322763443 0.79963970533572137 1.6170922361197879 0.70549551403382826 1.414276475086808 6.334979217615909 1.3294975112657996 1.3408152294869067 252.3276623490965
leaf_count=16 16 4 17 73 1 44 45 3 27 285 4 6 20 82 74 84 317 69 100 5 64 29 40 98 91 11 117 33 50 2808
internal_value=5.04335e-06 0.0276451 0.046591 0.0128447 0.0618812 -0.00493489 -0.000547589 -0.0268671 -0.00146679 0.0140446 0.0286275 -0.077386 -0.00180592 0.000606325 0.00105394 -0.0836108 -0.093305 -0.0697459 0.000112351 0.000834608 -0.000202596 0.0606267 -0.0175549 -0.0380037 -0.00735874 0.0464467 0.000430435 0.0313034 -0.046321 -0.000793356
internal_weight=306.836 6.01459 5.34789 3.46215 2.4783 1.15444 300.821 12.6348 8.4076 7.47967 6.64569 4.22724 4.45191 288.186 286.663 1.52361 3.88651 1.63535 280.797 275.575 270.876 4.69884 1.36275 5.22184 3.60474 2.11977 268.916 10.2533 2.67031 258.663
internal_count=4633 155 139 122 49 45 4478 776 450 405 120 326 93 3702 3602 100 323 73 3528 3246 3172 74 45 282 184 102 3072 147 83 2925
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=16 18 13 13 15 7 17 2 13 13 0 7 18 6 16 9 12 0 17 18 18 18 18 6 3 16 18 18 4 12
split_gain=0.467883 1.63314 1.31932 1.88704 0.986949 0.845304 2.08558 1.71681 0.794366 0.941007 0.756978 3.26753 1.3493 1.31667 1.6693 1.28332 0.932805 0.682601 0.876022 0.813754 1.00417 0.676455 3.1452 2.15424 3.4933 1.23092 4.39624 1.63426 2.88105 3.56268
threshold=22.694946929300002 13.913874241250001 117.76521994615001 120.78166996855002 42.80317728375001 20.869210126600006 187.32964365115004 156.97960885415003 117.69263157665002 117.67650082785001 85.619326080400015 19.506002767000002 11.634276750250001 16.545386580300001 22.654947022900004 61.192192081150004 58.770113158150004 81.446839061900008 167.17143786700004 11.80968402675 11.890615410500002 13.075178189100003 13.1052958007 16.375382608200002 90.100985783850021 22.664946999500003 13.531614672700002 13.317304170000002 195.04069921150003 155.27099795600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 -4 5 -2 -7 -8 9 10 11 12 15 -13 -15 -1 -12 18 -14 -20 -21 23 -23 24 -18 27 -27 28 -24 -30
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 16 13 17 14 -16 -17 21 -19 19 20 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.11212438196123116 0.041033270952103067 0.10146255679093902 -0.14317399473820766 0.079912621258996688 0.034801759517820836 -0.099026717022052346 0.06955855643396891 -0.054281790549810222 0.034075199517160336 -0.055135374959764005 0.079398202955580241 -0.11668102192578056 0.090706210525614284 -0.11059087039665845 0.068418956505027412 -0.13005618821135098 0.037774057765143837 0.10026425795170409 -0.077803656386523493 0.089147732598185411 -0.043712334160796465 -0.097676621703575023 0.078304649118034558 0.036394011814915771 -0.11218426827029532 -0.12953064359627317 0.038854773906591006 -0.0019459887457083753 -0.091725401565029049 0.023440442094187077
leaf_weight=0.28350815176963606 2.0449796169996279 1.9746524579823006 1.4137871805578459 0.51812929636798788 6.5536497859284273 2.8238600040785968 2.3538904376327991 2.1345469607040286 6.5208951774984589 3.2016039742156854 1.4924881234765042 3.6598592566442676 1.3027344516012815 0.99809716240270097 1.0896475703921167 0.95871740597067401 3.2926416008267578 1.4208287820219991 1.071753566968255 1.2316282403189691 1.0571787466760723 3.3481931628193697 7.2268617451190975 15.884224287699906 2.9409660077653825 3.0531611889600745 3.1503777280449867 201.85344217770034 3.2200909666717079 16.199549764161929
leaf_count=1 15 23 77 16 56 49 14 31 31 27 8 230 17 213 9 124 27 9 27 16 38 26 57 92 35 21 25 3205 25 89
internal_value=-4.34042e-06 0.0156871 -0.000984298 -0.0833434 0.00504178 -0.0158015 -0.0316961 0.0106643 -0.000424951 -0.00123438 -0.000606255 -0.0240891 0.0201907 -0.0805316 -0.017161 -0.0747843 0.000567066 0.0395822 0.0210934 -0.00589224 0.0277809 0.000114844 -0.00143943 0.0168433 -0.0329751 -6.65431e-05 -0.0440185 0.00112671 0.0244031 0.00434408
internal_weight=304.276 17.8856 286.39 1.93192 15.9109 9.35728 7.3123 4.48844 284.458 277.938 274.736 13.074 7.32635 5.7476 2.08774 1.24223 261.662 6.08412 4.6633 3.36056 2.28881 260.17 238.052 22.1178 6.23361 234.703 6.20354 228.5 26.6465 19.4196
internal_count=4633 188 4445 93 165 109 94 45 4352 4321 4294 684 232 452 222 125 3610 107 98 81 54 3602 3448 154 62 3422 46 3376 171 114
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=9 9 8 9 9 19 0 0 18 17 0 2 17 2 9 5 12 2 2 9 12 12 9 2 7 18 19 12 3 19
split_gain=0.45065 2.20768 1.57519 1.76379 1.40758 1.67016 2.88899 4.30705 2.52117 2.95547 2.33567 1.50161 2.69187 1.4284 2.03885 1.39086 1.30931 5.62486 2.38307 3.24347 2.10475 2.03868 2.55609 2.58322 2.03839 2.02109 2.01983 1.75021 1.85241 2.23761
threshold=186.70853236170004 185.98753508445003 8.3434888241000014 185.00606802455005 192.39832633775004 12.851036860900001 89.861713010250014 87.261973998100004 13.360173059150002 192.64609805285002 92.168410086200012 151.08605618930002 188.27285108100003 54.465024697200008 203.09362050815002 24.310960779100004 148.96091148645004 129.01927736685002 120.31044416595002 202.13708171315002 133.01805689090003 126.97170174405001 205.73475031020004 83.274686722450014 24.493681682050006 15.711526640050002 14.551174033150001 114.82338089645002 85.589753040950015 12.651020723000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 11 -8 12 -7 14 -6 -13 18 -18 19 26 21 22 -21 -24 -25 -26 27 -15 29 -29
right_child=4 -3 -4 -5 13 6 10 -9 -10 -11 -12 15 -14 16 -16 -17 17 -19 -20 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0027473210216093238 0.030903242832528644 0.074435967278490708 0.072978904689686555 -0.075505225873349457 -0.12828573990906017 -0.073068931692396977 -0.18548017223898167 0.075492717872283496 -0.12838124466061215 0.083120868724021385 -0.0488076087015848 -0.1820052695188773 0.040242233462966792 0.012030978318693975 0.017318461618306635 -0.026948846614486155 -0.19068430783194701 -0.0018323388497919072 0.072689745331136257 -0.083050443349436676 -0.085671385888588802 0.05870876085596375 0.028781886045561613 0.023883156014311093 -0.15136359762499318 -0.0004950054407926685 -0.059303360874326194 0.063304331910053843 0.073955401247519967 -0.086807101322891878
leaf_weight=58.544354669429595 4.957532754517163 4.5477239944157182 3.0105305705219498 3.0294248578138641 2.0314865019172426 4.7483717948198372 1.926729630678891 4.1719235330820075 2.6185559676960102 2.2602619975805274 3.5621480159461498 1.3078730180859559 3.7541563031263649 20.492499858257361 1.8262237152084706 1.0373375219060106 1.5979108652099956 121.28838526905747 6.040139419026672 4.8934644462424428 3.9719822076149276 3.9421751077607032 10.645103571267102 2.1923987134359768 2.4603959079831843 1.3893625074997542 2.6100448444485655 2.2210478986380648 12.8999449275434 1.795990011654794
leaf_count=1918 127 46 29 29 22 32 14 24 24 10 41 11 20 144 30 36 18 1350 49 141 44 42 162 34 28 29 18 29 111 21
internal_value=3.57486e-06 0.00709255 0.00235054 -0.0011027 -0.00210298 -0.0221867 -0.0325539 -0.0148366 -0.0387991 -0.0209035 -0.096783 -0.0425782 -0.0230382 0.000909592 -0.0593573 -0.11342 0.00208119 -0.00428801 0.0124404 0.00720533 -0.0179558 -0.0074176 -0.019497 -0.000860211 -0.0530838 -0.0969157 0.0257494 0.0316835 0.0554897 -0.00380946
internal_weight=301.775 69.132 64.5843 61.5738 232.643 30.3449 25.3874 19.8985 15.7266 13.108 5.48888 10.8477 8.50253 202.299 3.85771 2.34521 198.441 122.886 75.5545 69.5144 29.4949 25.5229 21.5807 16.6873 6.04216 3.84976 40.0195 37.4095 16.917 4.01704
internal_count=4633 2022 1976 1947 2611 339 212 157 133 109 55 99 52 2272 52 47 2220 1368 852 803 480 436 394 253 91 57 323 305 161 50
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=17 18 16 8 7 0 7 17 7 10 3 13 3 7 7 16 0 6 17 18 5 2 10 15 10 16 16 6 18 19
split_gain=0.424315 1.54036 1.00834 1.86651 0.83952 1.40536 0.821726 1.45392 1.4376 1.11516 1.09949 1.0975 1.19666 0.815071 0.784881 1.18489 1.55804 1.29471 1.23466 1.17559 1.56242 1.06213 1.57485 0.966884 1.78126 1.61849 2.12558 2.66028 2.05158 3.56944
threshold=236.15709471040003 17.549283450150003 17.684958644900004 7.1444245619500011 28.043300357450004 107.84480944480002 26.756201080000004 201.39543491635001 26.961130311900003 90.679004281900021 90.100985783850021 81.769454037550005 75.475773554200018 26.826254787300005 26.366329164100005 11.864972254500001 105.7585659356 5.1351199812500008 182.37451917730002 14.693728290050002 13.6045160441 219.56639384385002 78.728807892050014 18.581945927850004 73.007768990450018 15.404963976500001 16.094962363000004 13.005303866850001 14.780131328250002 12.350996516100002
decision_type=2 2 2 2 2 2 2 2 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 -6 14 8 -8 11 13 -10 -13 -9 15 18 17 -17 19 -1 -21 22 -18 24 -19 28 27 -27 -25 -30
right_child=1 2 -4 -5 5 -7 7 10 9 -11 -12 12 -14 -15 -16 16 21 23 -20 20 -22 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.089614419142248367 -0.12203199131271601 0.11696459084993163 0.10773186473064458 -0.10962822157168357 0.1248297712513711 -0.10708791040275892 -0.12471437949998386 0.073203303142046081 0.086171672254597501 -0.10195570845867655 0.10379366793566065 -0.1057034652722237 0.024668629368344186 -0.10625933853728223 0.031556849671379686 -0.081961377417721859 0.1190338768919729 -0.041757207878538732 -0.11734812777935673 -0.10866422674433347 0.066229283154743843 0.091497573568814508 -0.1086082470294991 0.012563443040237232 0.056475240261524319 -0.056746008645437045 -0.0013266816431725069 0.053843488295625457 -0.022946283518563503 -0.1544916221170648
leaf_weight=1.4156517657102075 0.61254086089320381 1.2279599569737918 1.7245716974139211 0.89523057494079683 0.4684275686740873 0.59088308026548475 0.85085446573793699 0.27423273213207799 2.0752872563898563 0.75617731266538601 0.310559682548046 0.88917457929346699 3.381603738758713 3.2800144843931776 7.9515944672748438 1.9284618615638454 0.50758509524166473 2.4824164610181452 1.6767843347624873 0.680199821974384 2.0510305550415069 3.0951860770583153 0.75733837974257767 6.7727158728521344 7.1995600857771933 2.5882844254374531 218.86914820593665 13.629321567248551 7.7533016288652998 2.8104896073928103
leaf_count=84 16 4 17 73 1 44 45 6 27 285 3 70 23 317 131 197 3 82 110 84 84 28 42 104 58 38 2437 85 101 34
internal_value=1.87285e-05 0.0274882 0.0461525 0.0127832 0.0606947 -0.00453382 -0.000497012 -0.0263306 -0.00187961 0.0128361 -0.0766463 0.0265143 -0.0024748 -0.0924127 0.000584958 -0.000313147 0.000655139 -0.000323949 -0.0449383 -0.0156595 0.0226729 0.0599454 -0.0172606 0.000276705 0.0312889 -0.000912801 0.00126169 0.0361937 -0.0303993 -0.0579438
internal_weight=299.507 5.51961 4.90707 3.1825 2.28727 1.05931 293.987 11.8179 7.9531 7.10224 3.86481 6.34607 4.27078 3.55425 282.169 274.217 268.394 264.034 5.82367 4.14688 2.73123 4.36011 1.26492 262.105 9.68198 252.423 235.087 16.2176 17.3365 10.5638
internal_count=4633 155 139 122 49 45 4478 776 450 405 326 120 93 323 3702 3571 3209 3136 362 252 168 73 45 2939 140 2799 2560 123 239 135
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=9 7 9 9 17 0 9 5 9 9 18 10 6 9 2 6 7 6 15 0 6 17 7 5 15 13 10 15 13 0
split_gain=0.410702 0.820899 0.628069 1.64858 0.806036 0.773657 0.841604 1.31439 0.680579 1.075 0.86018 0.83564 0.766601 0.685257 2.02445 2.23921 2.39606 1.82065 1.37356 1.33645 1.74109 2.42194 1.31356 1.15857 1.14623 1.16147 1.14072 0.762144 3.21514 5.12712
threshold=233.77854820110002 28.832866553600002 223.65407503400004 219.87257840710004 207.48293496715004 94.354126546200021 225.52448794050002 13.6045160441 216.07042296730003 217.47560379410001 16.622853636350005 63.910026677050006 12.040281319250001 207.40106631805003 79.152355410850021 14.825346391850003 24.812967180000005 9.6302250086500027 17.718540140300004 88.350799540950007 16.100376182700003 200.68261045605001 25.334697901700004 13.6045160441 24.089489904150003 107.58940592240002 62.245871094250013 28.579157549250002 109.58961877145002 95.746747857800017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 -8 13 -10 11 -11 -13 27 22 16 -16 -18 23 26 21 -21 -15 -19 -20 -26 -17 -1 29 -29
right_child=1 -3 5 4 -6 6 7 -9 9 10 -12 12 -14 14 15 19 17 18 24 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0091482301368109673 -0.11891695558420641 0.040143666250924359 0.06165624995477792 -0.087621008888411539 -0.0061070526751214075 0.049258707989836358 0.04966048294496074 -0.12409325026803271 0.077199460521733057 0.03453401632870555 0.060967998391752432 -0.00093462508766749058 -0.10715484669933129 0.0036177061231213248 -0.1653490393838222 -0.0075068680954914193 0.060967203860456114 -0.11966276318575592 -0.11926102174727636 0.047286555508787881 0.08749532563529322 -0.07404820418116112 0.097225928145979801 0.070485613365221314 -0.01081826420298403 -0.09980040944372677 -0.10010693365677387 -0.095232086681626998 0.0020162219602206273 0.030272608043217054
leaf_weight=86.134828821363044 0.80772379646077641 0.54230662458576262 3.6548665938898912 3.1839501790236673 1.9597441870719192 1.5385078927502038 0.74711583639145818 1.0433705151081083 2.9387201567878929 1.721949929371476 1.8643971428391521 1.3472999120131137 1.3706854906631631 4.0792545386939301 1.6624766476452375 4.827309810556474 1.6306852860143397 0.41498644620878522 2.9521060632541758 3.942225053906439 3.06592714227736 2.8232642915099859 2.3700317679904401 1.4063420291058717 3.9653060035780072 2.3281670783180743 1.8364051769021896 8.7288872185163182 136.74417999590514 5.1906118277693158
leaf_count=2299 20 61 31 48 42 19 37 27 31 21 28 10 35 39 17 60 40 75 44 24 23 30 22 12 62 75 27 227 1105 42
internal_value=7.89493e-06 -0.0550224 0.00025933 -0.000458012 -0.0565642 0.0298914 -0.00498294 -0.0515911 0.000560506 0.0272494 0.00396546 -0.0199708 -0.0545017 -0.000339471 -0.0129368 -0.0235872 -0.0524596 -0.0376791 -0.0522144 0.00154809 0.0249822 -0.0033469 0.0380176 0.0271606 -0.0678509 -0.0437357 -0.0330259 0.00164507 -0.0026445 -0.0484311
internal_weight=296.824 1.35003 295.474 288.49 5.14369 6.98386 3.32899 1.79049 283.346 9.24305 6.30433 4.43994 2.71799 274.103 37.3045 30.8552 14.3601 12.6976 11.0669 16.4951 9.83142 6.76549 6.44929 1.82133 9.24558 6.29347 6.66371 236.799 150.664 13.9195
internal_count=4633 81 4552 4438 90 114 83 64 4348 125 94 66 45 4223 550 489 325 308 268 164 77 54 61 87 181 137 87 3673 1374 269
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=12 12 2 14 18 18 5 17 8 17 17 18 15 7 7 10 12 0 7 4 6 5 19 7 8 17 17 8 15 8
split_gain=0.412846 1.35609 1.98949 1.44748 1.2789 1.70891 1.69868 1.13424 2.44792 1.12722 1.08214 1.0692 0.999806 0.981627 1.94958 2.01331 1.35749 0.972491 2.6781 1.19984 0.950247 1.72179 1.15709 0.959656 0.879787 0.836164 1.42995 1.57279 1.5206 1.36314
threshold=91.208648993800026 96.720516239650024 74.766480717350007 162.62753922915002 15.329371696850002 13.807773949150002 20.769304081650002 183.32030055335002 8.2435668022500028 188.85216786605002 166.68115439205005 13.934548574650002 36.548474543700003 20.797746106000002 21.350715310200005 73.007768990450018 324.31852928155007 92.168410086200012 21.115414688150004 147.36370056065002 16.445384243750002 30.359384049000003 10.650859343850001 25.024903008400003 8.4434108459500017 170.27155321280003 179.88087463185005 8.543332867800002 26.384523135650003 8.9430209551500024
decision_type=2 2 2 2 2 2 2 2 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 5 6 -2 17 -9 -10 20 -11 -8 16 15 -15 -12 18 -1 -19 21 22 23 -5 -21 -16 27 28 -27 -28
right_child=1 2 3 10 -6 -7 12 8 9 11 13 -13 -14 14 25 -17 -18 19 -20 24 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.020855457996513439 0.098461488839909919 -0.065358205336594116 0.10173094275122002 0.041059999465917221 0.11407745646310408 -0.031741077093336879 -0.090152168394632554 -0.12179302533979204 -0.063956375654892164 0.049521678001219281 0.040865193656461241 -0.032946168430768107 0.051980266353678521 -0.12933394047462363 0.060402880253566528 0.03344512692462448 -0.10713866914391945 0.089569040558695343 -0.1568046061550207 -0.040317424074321297 -0.12108058476049328 0.10827689297810739 -0.11494293368598885 -0.1027577807072253 0.054743890418281808 -0.033231262390624482 0.0029093587051981866 0.04331218290502753 -0.15110600996948295 -0.049172793936425416
leaf_weight=3.2049779804074223 3.4703209428116661 4.6269156876951447 1.4131634356454004 1.5145379066234452 1.7454640925861884 3.703598331194371 0.96964485174976278 2.5264326117467126 2.7568381838500482 3.5119748711585999 9.6851574666216003 2.8462546300143003 1.0108671635389326 2.2782168397679921 2.3477684460231094 1.1400513872504232 0.66207607503747645 2.4778753519058228 1.1540042312699368 2.2472558299778034 1.2135810836625749 0.83551847934722889 1.5998929609195327 0.66887751755712077 1.7177590206265447 3.1440376261016345 221.92477096334915 1.4890436762943862 1.6787383537739513 5.1417332501150659
leaf_count=58 37 38 10 52 15 27 41 80 39 20 296 21 4 78 34 14 50 10 18 38 163 5 115 214 6 139 2891 14 21 85
internal_value=-1.60608e-06 0.001073 -0.000368247 0.000803002 0.0356319 0.0206748 0.0562891 -0.0130378 -0.0346926 -0.0105508 0.000244387 0.012605 -0.0176068 0.00123978 -6.49746e-05 -0.0750443 0.031395 0.0103003 -0.0261786 0.0349803 -0.0423351 -0.021645 -0.0503374 -0.0029978 0.000865885 0.0010223 0.000424938 -0.0465245 -0.0742618 0.00173
internal_weight=294.707 272.264 261.364 256.737 10.8999 9.15443 5.45083 22.4434 11.6415 9.11507 255.324 6.35823 1.98051 249.492 239.144 3.41827 10.3472 10.8019 4.35898 6.44289 5.83241 4.61883 3.78331 2.18342 3.96501 235.726 233.378 6.31182 4.82278 227.067
internal_count=4633 4343 4219 4181 124 109 82 290 160 80 4171 41 45 3622 3276 92 346 130 76 54 549 386 381 266 44 3184 3150 174 160 2976
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=0 2 3 13 0 13 13 13 17 16 8 6 10 15 10 7 15 15 4 18 15 18 6 18 17 6 6 5 7 9
split_gain=0.41843 1.9498 1.70162 1.3851 3.28332 2.46332 2.91484 1.99857 2.2091 1.98285 1.86266 1.75598 3.12293 6.40663 3.6643 2.76272 2.72314 2.07957 1.81028 1.75918 1.70524 1.57867 1.50383 1.48644 2.21187 1.35844 2.18186 2.6314 1.91746 2.50851
threshold=86.345209775600011 314.93386866815007 93.345954747300013 115.13321943645001 89.237990724000014 116.86189801435002 117.28936285705002 117.35926276845002 204.55825889135002 21.004950881300005 8.4434108459500017 16.245379570700006 68.20618276945001 33.423812040500003 69.999384342500022 20.797746106000002 30.505324983850006 36.136500007950012 264.81529982115006 14.483350136800002 36.370482311550013 13.220529463200002 16.315381206250006 13.304953393500002 194.99099661610003 14.515339148550002 16.405383309150004 21.556055031700001 22.958251375150002 194.03220695150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 10 -8 20 11 -7 12 13 15 16 -6 -14 -16 -15 -18 -9 -17 -13 -22 -25 -4 27 -27 29 -29
right_child=3 -3 25 5 9 6 7 8 -10 -11 -12 22 14 18 17 21 19 -19 -20 -21 23 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.079281310165017341 -0.10022767218268491 -0.12353556564624074 0.068344509858584285 0.061443027209098847 0.02906662328716857 -0.005815705166410088 0.098663008161953322 -0.033204158218051595 -0.071160932520740822 -0.084281720599123894 -0.11649447220187609 0.10742319629964964 0.080381144971189977 0.050814843416745338 -0.00036253452902039744 -0.041721070163999979 -0.066415013337982928 -0.10901085200650229 -0.042141519143587818 0.048233323856135296 0.070837432181697094 -0.14938344042424129 0.012787650101655338 -0.033872142325390257 0.033132905338870859 -0.15503044060122298 0.0029038638610566171 -0.042544566518503912 -0.14289986775498462 0.093727589108934473
leaf_weight=2.8993511497974387 3.3734774128533891 1.3915688916749775 2.7069606026634565 9.6957368589937669 1.3954771459102646 3.1991696469485751 2.7059322558343402 5.7830796465277663 3.1040340345352879 2.7719051800668231 2.8979554437100887 2.7568645402789107 10.11972117051482 6.0181422904133779 106.27877247011929 1.7808945551514623 2.6175556918606153 1.7913747059646983 3.2137885354459286 2.7386358454823494 5.9592156559228924 5.7897323617944494 4.2953733163885772 6.7121003232896355 18.519879721105099 1.8673694774042795 62.864548642392037 4.4553652272443287 1.1231552117969839 1.9385969862341879
leaf_count=20 60 88 21 75 20 20 21 38 56 29 21 16 61 35 2392 16 20 86 22 21 27 84 37 34 143 19 966 147 27 11
internal_value=-3.75917e-06 -0.00620928 -0.00411221 0.0022994 -0.00265284 0.0153985 0.00626549 0.0154839 0.00986797 -0.000481102 -0.0584212 0.00108001 -0.00134311 -0.0400182 0.00435363 -0.100225 0.0498635 -0.00216349 0.0184552 -0.007795 0.0166704 -0.124057 0.0497826 0.0259176 0.0153085 -0.00120462 -0.00381042 -0.0487879 -0.0223956 -0.00122796
internal_weight=292.766 79.2469 77.8553 213.519 154.942 58.5771 48.8814 42.7842 40.0783 151.568 6.09713 148.796 141.744 18.198 123.546 8.9661 15.4759 108.07 9.23193 5.35619 36.9743 7.57063 7.05224 31.1912 25.232 74.956 72.249 9.38449 7.51712 6.39396
internal_count=4633 1299 1211 3334 2899 435 360 319 298 2839 41 2810 2757 177 2580 120 102 2478 57 41 242 100 53 204 177 1191 1170 204 185 158
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=16 18 13 13 15 8 17 13 13 15 17 16 0 7 7 7 18 9 18 18 6 3 3 3 0 18 17 18 15 16
split_gain=0.387311 1.53766 1.24541 1.52879 0.755474 0.712011 1.04249 0.644043 0.729011 0.60992 0.555978 0.594762 0.536709 2.22644 1.38087 2.22441 1.06352 1.05244 0.713381 2.66947 1.49442 2.91717 1.09927 1.27032 1.97757 2.69399 2.87373 1.61254 2.23965 1.33368
threshold=22.694946929300002 13.913874241250001 117.76521994615001 120.78166996855002 42.80317728375001 8.543332867800002 189.19102531915004 117.69263157665002 117.68725466035001 38.992510055900006 181.31611693365002 22.764946765650006 85.619326080400015 19.506002767000002 22.502236473750006 22.721067571950005 11.634276750250001 61.192192081150004 13.075178189100003 13.1052958007 16.375382608200002 90.100985783850021 93.883646373400012 93.668569722950011 86.345209775600011 13.256376188400003 193.70011821090003 13.278511569200001 37.882159664350006 22.594947163200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -4 5 -2 9 8 12 -7 -6 -12 13 16 -15 -16 17 -1 20 -20 21 -14 23 24 25 -21 29 28 -26 -27
right_child=1 -3 3 -5 10 6 -8 -9 -10 -11 11 -13 18 14 15 -17 -18 -19 19 22 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.11004216572348779 0.025713241169374047 0.10144155503316075 -0.14215201615942138 0.067331983771490328 -0.016825165320056134 -0.045465059558270265 -0.10768922960097325 0.031145353963204545 -0.074803295775193637 0.028246637266608789 0.016195160871698283 0.088902186575094799 0.03623696908671007 -0.11916206159746057 0.05300983345598758 -0.11512636279513772 0.036792267865726785 -0.12656320540615459 -0.091107470765133994 -0.095789389320657795 0.033763617914031645 -0.10347432941864886 -0.066359874684102399 0.038049962047548132 -0.0057399206555334018 0.067803683465032932 -0.067800409819640389 -2.6794164248231797e-05 0.096092706910271233 -0.023325803252627852
leaf_weight=0.24378962814807692 2.947140149772169 1.8223923165351141 1.2746052449801926 0.47940407460555423 1.7689669728279103 2.3687436683103442 1.4633786925114689 6.3367080069147041 1.3357781209051598 2.1336720800027251 2.4734115661121905 2.0639333603903651 3.4324136603390825 2.6566136675246526 1.7744932782370599 1.4137271107174454 5.4770561166806147 0.82143051935418043 3.2686981456354252 4.9568974860012558 15.771048282273112 2.6470772703178227 2.4753096967469892 8.7263327364344132 4.4090891205705685 4.2854420039802772 4.7110101357102394 189.48988568100322 4.2335315719246864 2.5684785023331642
leaf_count=1 23 23 77 16 11 39 28 31 14 19 26 19 29 374 18 64 107 126 26 35 96 35 34 48 35 18 37 3167 20 37
internal_value=9.84725e-06 0.0146355 -0.000903846 -0.0848961 0.00424112 -0.0144998 -0.0343653 -0.000360288 -0.00111451 -0.0105335 0.0307283 0.0492679 -0.000740762 -0.0210607 -0.0659145 -0.0215455 0.0190114 -0.072413 0.000262148 -0.00138427 0.0175265 -0.0245949 -8.5753e-05 0.000648639 -0.000871835 -0.0341106 -0.00767419 0.00189987 0.0441421 0.0336533
internal_weight=289.83 17.0416 272.789 1.75401 15.2192 8.91293 5.96579 271.035 264.698 4.50242 6.30631 4.53734 263.362 12.3871 5.84483 3.18822 6.54228 1.06522 250.975 229.125 21.8505 6.07949 225.856 223.381 214.654 16.5218 11.5649 198.133 8.64262 6.85392
internal_count=4633 188 4445 93 165 109 86 4352 4321 58 56 45 4307 690 456 82 234 127 3617 3457 160 64 3431 3397 3349 127 92 3222 55 55
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=19 7 17 17 9 9 9 3 6 17 19 17 2 7 8 4 12 9 16 12 16 15 16 4 15 13 19 4 16 9
split_gain=0.416624 0.558037 1.79134 0.820924 0.421254 1.89235 1.31103 1.57688 3.83315 2.15349 1.75169 1.88715 1.29788 1.21332 1.12887 1.48592 2.39791 3.31372 1.937 1.49708 1.739 3.16325 1.3949 1.24274 2.23002 1.81864 1.99568 2.3128 1.52675 1.10093
threshold=14.651182102100002 23.822419043000004 198.58733702675002 193.29780372785004 186.70853236170004 185.98753508445003 192.39832633775004 93.571785230250015 16.485385178400005 196.70927211395002 14.451165964200003 186.69708271700003 129.01927736685002 24.142338514450003 8.3434888241000014 208.25848595475003 124.89425631215002 182.80199813410005 22.694946929300002 114.82338089645002 18.554956610400005 33.629340877950007 22.644947046300004 240.79927845295001 19.198394745150004 117.56358558635002 14.351157895250003 248.32992249220004 19.304954856600002 37.364870866050005
decision_type=2 2 2 2 2 2 2 2 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 14 7 9 -9 10 11 -6 -13 -11 15 16 19 22 23 20 -1 -22 -18 24 -17 26 27 -25 29 -29
right_child=1 -3 -4 -5 6 -7 -8 8 -10 13 -12 12 -14 -15 -16 18 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.12680935739520965 -0.0042596598391353557 0.056109533253727042 -0.066205417836889019 0.077738217324980569 0.029938504866993201 0.071058350601769085 0.00017958034579144679 -0.16328222408920684 -0.012218495261509109 -0.097259322822585981 0.09938675536170205 -0.085124914804728197 0.012369425689877908 0.010028663041956484 0.067080827168556637 -0.077580921509618594 -0.10533297584033617 -0.30866447433811656 -0.1681981541744127 0.05522109176822762 0.077906868150758896 -0.054343199590660043 0.063907984977308471 -0.12997186830368498 0.069356542911236593 -0.16107487340006565 0.11001320602179672 -0.024528429830595735 -0.094770165523051897 0.02175059843045532
leaf_weight=1.4890417039277952 2.2919464493170363 2.9957771524786949 2.3869124865159392 2.6128473170101643 7.6019125069142373 4.2245973393437444 185.0591387343884 2.5027173348353235 5.1079353038221598 3.529207218438386 1.9255505949258793 3.4201549589633942 2.2728541111573577 1.5029762629419563 2.5393368061631909 1.2204723524046119 1.5546429402893407 0.64878080040216435 0.61094075441360374 2.8359478357597245 2.7471620114520174 5.2937424201518297 0.70914934948086727 1.3059739404125164 6.7193208081298508 0.66378834808710863 1.7506384844891716 6.7013354320661227 1.4335159207694221 22.067191123773227
leaf_count=134 25 17 19 19 118 46 2203 32 57 29 8 29 17 42 26 102 163 5 7 117 36 40 5 49 122 25 10 511 34 586
internal_value=1.24663e-05 0.0197736 0.00484504 0.0394217 -0.000720281 0.00635865 -0.0028652 -0.0230877 -0.0618949 -0.00850446 0.0102453 -0.00266542 -0.0462017 -0.0652153 0.00182513 -0.00104416 -0.0277886 -0.109419 0.00857636 -0.00856197 -0.0275427 -0.00916018 -0.052317 0.0111562 0.0467699 0.00282057 0.00609166 0.000317601 0.00595148 0.0109704
internal_weight=287.726 10.2875 7.29171 4.90479 277.438 64.5156 212.922 27.8633 7.61065 20.2527 15.2205 13.2949 5.69301 5.03218 60.291 57.7516 15.2785 2.91257 42.4732 12.3659 9.52995 8.0409 2.26379 41.8622 7.93979 33.9224 33.2587 31.508 30.202 28.7685
internal_count=4633 80 63 44 4553 2018 2535 332 89 243 172 164 46 71 1972 1946 500 173 1446 327 210 76 168 1439 224 1215 1190 1180 1131 1097
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=19 3 13 10 7 6 6 15 7 18 15 14 7 10 18 0 10 10 4 7 17 17 10 17 12 2 7 2 15 18
split_gain=0.410805 0.595544 0.50993 0.959467 1.37794 1.13835 1.40515 1.19393 0.880448 0.820969 1.76741 1.07652 0.937704 1.25759 1.13851 0.675977 0.668685 1.13663 0.662643 0.614995 0.974057 0.731666 1.69652 1.51322 1.70473 1.95971 1.94295 1.65587 2.95477 1.53443
threshold=9.4507625164000029 85.850533479600017 81.769454037550005 87.313054702550019 24.573979631000004 2.7350639043000005 5.1351199812500008 12.38011581135 27.589407812900003 17.327266398450003 14.882823222300003 366.02505068985005 26.756201080000004 80.538140213850014 16.922055371600006 103.09430392830002 91.23013819865001 103.90352982555002 389.25159675045006 26.614251743050001 219.10637853515001 212.38791228795003 66.439865777750015 208.35751021765003 328.37985594320008 309.04644204820005 25.169498800150006 292.59177727695004 32.145494189350011 13.921859755900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 -4 7 -7 -2 10 18 -11 14 -14 19 -13 -10 -18 -8 20 21 23 -23 24 -12 -26 29 28 -25 -27
right_child=2 -3 3 4 -6 6 9 -9 16 11 12 15 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.10401861319752177 -0.10408018394543422 0.068240973936384744 0.081047996922690699 0.032064268450245445 -0.10295577718542043 0.048674603965321667 -0.12278103043652414 -0.10425467021220483 0.095302998940178185 0.056236933073748878 0.0028447824555758346 -0.10826007564136381 -0.095534028142307867 0.0095186922450398431 0.074111014369492009 0.013600743988798162 -0.10251767944784747 0.1099309305637558 0.039634470774860285 0.060565616918855925 -0.076713244721016483 0.086088198164223403 -0.013505116315518095 -0.019449585277136264 -0.17424500699937084 -0.069940728313962447 -0.15913546630358102 0.035240229873182531 -0.17182689450585584 0.029648798359923796
leaf_weight=0.81377581862034165 0.37505004904232864 0.26640176924411207 1.7406845316290844 1.1852548737078898 2.0863042724085972 0.6615131171420211 1.5787812329945143 2.2362787636229768 1.816421387717128 5.4782633897848418 231.11096556193661 0.70588878216221917 2.3464514283696181 2.2154306822922081 2.1251841210760167 1.2817645096220074 0.55436602962436132 0.46146056789439172 0.29873517759551749 1.6999366376548994 1.6352729387581337 3.202391915023326 3.6711959037929773 3.7267486127093425 0.99686621036380341 2.4192366085480899 0.94880945235490788 1.9564549596980212 1.9324516225606201 4.2915943715488538
leaf_count=320 33 6 22 16 313 13 111 274 14 74 2721 27 64 34 20 31 96 20 14 14 37 25 41 38 16 97 23 22 30 67
internal_value=1.81968e-05 -0.0615346 0.000251701 -0.000199985 -0.0540393 0.000433013 -7.44558e-05 -0.0693437 0.0399001 0.000659139 -0.000258265 0.0333642 0.000428582 -0.0445163 0.00121803 -0.0296765 0.0589662 -0.00600844 -0.0969388 0.000616648 0.000218396 0.000713188 0.0328952 -0.000180996 0.00121288 -0.0423555 -0.0251907 -0.0440651 -0.071482 -0.00625296
internal_weight=285.82 1.08018 284.74 281.532 3.27156 278.261 276.52 2.89779 3.2073 273.622 266.157 7.46592 264.279 4.56188 259.717 1.98765 2.83225 1.01583 1.87752 257.592 255.892 254.257 6.87359 247.383 239.767 8.65651 7.65964 7.61566 5.6592 6.71083
internal_count=4633 326 4307 4144 329 3815 3793 287 163 3506 3374 132 3249 98 3151 58 130 116 125 3131 3117 3080 66 3014 2924 203 187 90 68 164
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=6 6 16 10 9 9 18 17 5 17 16 18 0 16 3 13 7 2 15 2 2 5 10 19 7 18 12 10 12 12
split_gain=0.396798 2.84084 1.4933 1.33811 2.73877 3.67388 2.4333 4.08672 2.43243 2.01214 2.36291 1.89525 3.03806 4.57382 2.22343 2.26743 2.73695 4.25292 2.09737 1.85493 1.42409 1.37245 1.21404 1.75363 3.58303 2.26753 1.49451 2.65564 2.11511 1.10657
threshold=13.665319288000001 13.775321858200002 15.839962959300001 70.182199495350019 206.50942114985003 214.52351813370004 15.288668002700001 192.00947391610003 17.687678651600006 190.68993848360003 18.094957686100003 14.349689277800001 91.437149474700007 19.744953827700005 85.589753040950015 109.58961877145002 24.374195395050005 258.06114663960005 34.563011034450007 159.92742394165003 346.74082678410008 15.332427622700001 78.196493182200015 12.851036860900001 22.703933514050004 14.365787915650001 212.31925379130004 76.871083323950003 197.15611335610004 353.27941817285006
decision_type=2 2 2 2 2 2 2 2 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 8 6 21 7 9 -3 10 -5 12 20 -14 -13 -16 -17 18 -18 -7 -10 -6 23 24 25 -1 28 29 -25 -28
right_child=1 3 -4 4 5 19 -8 -9 11 -11 -12 14 13 -15 15 16 17 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.053570884734572492 0.10158480826827015 0.066925324952704743 0.011674620194304243 0.011215851761919061 -0.00031360853366781919 0.038783132894605936 0.05525318834845877 -0.10856631796680938 0.0016489454734361258 0.10293287585772631 -0.1185019270955648 -0.058114918705880904 0.012381015728480459 -0.14616442687976347 0.095285739922307711 0.073559102468873094 -0.020440832803022613 0.057929057477253167 -0.16089862627204368 -0.079978359490217366 -0.094587689168356859 -0.1175585756491051 0.0056418433430119944 -0.012347831598208292 -0.1199506737309734 0.060120682687528848 -0.12530294850152038 0.074349569667159665 0.077714343125090582 0.0020028833591139729
leaf_weight=4.3459274210035819 4.2415429130196562 5.8557301498949519 3.2725020963698626 10.296694617805775 1.1824027029797415 4.4678007073234767 6.5541157191619268 3.7611085399985305 138.87747644688352 1.9568737968802441 1.6260171555913974 2.5815979037433889 3.6961440825834861 3.5839094840921462 5.4502272922545698 5.4896204236429176 2.2532468996942026 3.8833695948123932 2.012797087430954 1.8637795988470314 1.5548651732242422 6.4160690371645615 34.31866515398724 7.6479203994385916 4.6602472008671612 2.9417188402730972 2.6404499176423992 1.3054236699827013 3.9567224942147732 0.92091711983084668
leaf_count=148 33 23 25 56 7 34 39 91 1685 8 96 20 22 38 33 32 17 42 34 46 62 134 1491 127 146 30 65 10 21 18
internal_value=1.29342e-06 0.00199476 0.0624273 -0.000133496 -0.0171119 -0.0524349 0.00322519 -0.016105 0.00356031 0.00895032 -0.00647503 0.00136973 -0.00268189 -0.0656696 0.0289862 0.0407656 0.0189791 -0.0177871 -0.0867114 0.00382421 0.000583415 -0.099314 -0.00701698 -0.0223036 -0.0514699 -0.00767834 -0.00114715 -0.0476606 0.0183598 -0.0923835
internal_weight=283.616 220.878 7.51405 213.364 38.1249 13.9301 24.1948 17.6407 175.239 13.8796 11.9227 169.383 147.712 7.28005 21.6709 19.0893 13.639 8.14941 4.26604 6.33158 140.432 7.59847 62.738 28.4193 11.9479 7.28765 16.4714 4.86679 11.6046 3.56137
internal_count=4633 2577 58 2519 511 221 290 251 2008 160 152 1985 1807 60 178 158 125 93 51 80 1747 141 2056 565 324 178 241 93 148 83
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=12 12 2 4 18 18 5 17 8 12 17 18 17 7 7 10 0 18 6 5 19 7 17 17 8 15 8 9 15 6
split_gain=0.372827 1.22788 1.1952 1.13678 0.966981 1.39376 1.30341 0.876845 1.32385 1.34594 0.846141 0.937846 0.772581 0.820687 1.44464 1.65212 0.90171 1.35093 0.762396 1.37769 1.00975 0.857143 0.704452 1.09229 1.3447 1.21905 1.00221 1.58059 0.936289 0.759294
threshold=91.208648993800026 96.720516239650024 74.766480717350007 162.32075757215003 15.329371696850002 13.807773949150002 20.769304081650002 181.57898176000003 8.2435668022500028 74.22129117770001 188.85216786605002 13.934548574650002 166.68115439205005 20.797746106000002 21.350715310200005 73.007768990450018 71.249517373150013 11.80968402675 16.445384243750002 30.359384049000003 10.650859343850001 25.024903008400003 170.27155321280003 179.88087463185005 8.543332867800002 26.384523135650003 8.9430209551500024 227.40597858270002 16.453392729050005 18.055421862050004
decision_type=2 2 2 2 2 2 2 2 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 5 6 -2 -1 9 -9 -10 -12 18 16 15 -15 17 -14 19 20 21 -5 -16 24 25 28 -25 29 -24 -28
right_child=1 2 3 12 -6 -7 -8 8 10 -11 11 -13 13 14 22 -17 -18 -19 -20 -21 -22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.011379767337153103 0.096270942964479134 -0.052241572592224762 0.095795854923380941 0.038957539723814959 0.10341352541589442 -0.025832741989930422 -0.0091842635899207301 0.0096370291456783948 -0.051509595115373175 -0.13539018379270393 0.047858330603198079 -0.03127697766583739 -0.17233274335751558 -0.12446503082354005 0.056240333417713111 0.027857583615035705 0.04534538958206985 0.018817704368225552 -0.11764409488936863 0.10707548346262839 -0.11308937571044869 -0.10253590120766737 -0.11114390831085851 0.0022810090979370986 0.041037650965273786 -0.13737630574678694 -0.12337953042574915 0.02812215762701277 0.0088259127145312935 -0.018708824516174501
leaf_weight=8.7777457998599875 3.0460619232617301 4.3648342601954928 1.246763200033455 1.4759176957886664 1.7148684522835527 3.6374858863418922 1.9050574151333419 0.94411798752844278 3.4085839129984361 1.9860926615074275 3.2024765983223915 2.8130642930045724 0.50269342938554284 1.9382772656972513 2.2547531024902119 1.1255391333252189 7.5270604046672815 1.3978199628181753 0.98062471792218264 0.71127838641405094 1.3527250893821472 0.60307542535883829 0.9625160230789328 211.87087403118494 1.4868619060143826 1.6448569251224396 2.0207888404838736 1.9216548814438281 2.0069487884175032 1.0547894453629849
leaf_count=118 37 38 12 52 15 27 45 6 45 80 20 21 32 78 34 14 253 59 163 5 115 214 100 2891 14 21 38 21 39 26
internal_value=-1.51313e-05 0.00102788 -0.000374948 0.00055255 0.0348548 0.0211658 0.0556946 -0.0127864 -0.0299565 -0.0886622 -0.0117033 0.0108521 6.35604e-05 0.000891641 -0.000302399 -0.068507 0.0298052 -0.0317424 -0.038356 -0.019589 -0.0458422 -0.00208695 0.000625417 6.30174e-05 -0.041666 -0.0683154 0.00123699 -0.0430272 -0.0300609 -0.087482
internal_weight=279.886 258.754 248.451 244.086 10.3035 8.58861 4.95112 21.1321 12.3543 2.93021 9.42412 6.01554 242.839 237.715 228.288 3.06382 9.42757 1.90051 5.12362 4.143 3.43172 2.07899 225.224 222.969 6.10118 4.61432 216.868 4.99723 2.96946 3.07558
internal_count=4633 4343 4219 4181 124 109 82 290 172 86 86 41 4169 3620 3276 92 344 91 549 386 381 266 3184 3150 174 160 2976 85 139 64
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=9 9 7 18 15 17 18 15 7 9 7 9 17 17 3 17 5 5 3 2 15 5 15 6 19 18 16 6 0 10
split_gain=0.376134 1.48515 1.32678 2.25438 4.18573 2.05305 3.75737 2.29031 3.33725 1.86093 2.02882 1.37774 1.36193 1.34123 2.23742 1.82633 1.33052 1.30574 3.28963 2.66896 2.06027 2.04638 1.94695 1.83247 2.13909 1.50578 3.25056 1.75502 1.48493 2.12806
threshold=186.70853236170004 185.98753508445003 23.109894804950002 13.317304170000002 31.264641197600003 188.27285108100003 13.063922652800002 42.33967733730001 22.958251375150002 195.13041324455003 22.532843451200005 190.36745536595001 177.73379099395004 189.31980273685002 93.292185584700022 191.56943241645004 21.612734424500001 21.869642762900003 93.216908757050007 163.12111328040001 38.469938489650012 22.245176011200005 41.195083317300011 15.975373262050001 14.351157895250003 13.956123578150001 22.494947397000004 16.425383776450001 87.028078140750011 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 9 13 -9 10 16 -4 -11 -7 -15 -16 -2 18 20 -19 25 -21 -23 24 -24 26 -13 -27 29 -25
right_child=2 -3 11 4 -6 7 -8 8 -10 12 -12 17 -14 14 15 -17 -18 19 -20 21 -22 22 23 28 -26 27 -28 -29 -30 -31
leaf_value=0.0027966980294893864 -0.028512959870270721 0.066025266786970002 -0.053471369086566391 0.045881648845019059 -0.099567246515315955 0.09116807833192539 -0.12611210530576697 -0.14721152163800252 0.04836617011413305 -0.02327225364573296 0.014478610522494273 0.068709599683943287 0.059917681984700294 0.076417483496532074 -0.078997934629227592 0.036939225444997885 -0.13625320959847348 0.095311287814210124 -0.10885252818082938 0.065093808481526655 -0.076530122055329788 -0.066775307974920983 -0.14191906561201115 0.020703672774848501 0.022555956852914446 8.4332259161180612e-05 -0.0084680774817096471 -0.078478162666549542 0.073355152555649644 -0.072977383412870064
leaf_weight=57.266888767015189 2.1637819372117573 3.9725718282861626 4.3504445405269498 2.7347827581688744 7.1552979602711275 3.6428598985075977 3.2213211116613811 1.7834682068205432 1.708041106816381 3.3278517447179166 3.6206310687121004 10.022165637463333 4.8158068405464292 4.0090937167406064 2.7662809267640114 2.6703337505459785 2.4373376029543579 4.1194911748170844 2.793744381517171 5.7960370262153438 3.3432368435896924 3.7909624394960728 1.6266979835927515 17.556139438878752 1.5386786907911298 94.102227852665237 11.981337960809467 2.9320833776146165 4.1558329388499251 2.8134019938297561
leaf_count=1976 15 46 77 24 71 15 29 49 10 61 31 116 46 27 23 17 26 20 17 39 54 47 34 133 24 1438 58 47 29 34
internal_value=-2.27449e-05 0.0068983 -0.00197612 -0.0170402 -0.059348 -0.00547076 -0.0273916 0.0204252 -0.0515352 -0.0079597 -0.0415203 0.00208305 0.0259227 0.0396214 0.0197417 -0.0220524 -0.0855859 0.003534 -0.00155761 0.0189297 0.000891748 0.0104889 0.00043574 0.00963717 -0.0619683 0.00306618 0.0266848 -0.00228959 0.018879 0.00776462
internal_weight=278.219 61.2395 216.979 46.0569 9.89008 36.1668 19.5867 16.5801 3.49151 16.3654 8.22175 170.922 8.14366 13.0886 9.44571 5.43661 4.60112 166.572 125.175 41.3972 122.381 37.2778 31.4817 27.6908 3.16538 119.038 22.0035 97.0343 24.5254 20.3695
internal_count=4633 2022 2611 444 95 349 208 141 59 179 72 2167 107 82 67 40 41 2090 1730 360 1713 340 301 254 58 1659 174 1485 196 167
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=17 9 8 13 5 17 16 13 16 19 9 12 5 13 14 12 4 14 6 18 5 8 4 16 7 17 8 9 2 8
split_gain=0.384837 0.658162 0.478738 0.669074 1.18351 1.5347 1.00626 1.29201 1.37175 0.517945 0.572714 0.513426 1.11249 1.68462 1.38812 0.967527 1.12959 1.38008 0.988068 3.35928 1.36371 0.897333 1.72893 0.852804 1.45502 1.14384 0.727025 1.82316 0.756062 0.815375
threshold=158.19986339130003 43.730860148300003 10.441851282850001 118.84598011460001 31.794087907800002 162.43086425485004 22.834946602000002 117.97223122220002 22.764946765650006 14.651182102100002 201.16241229375001 91.208648993800026 16.546942136250003 104.45466374230001 170.24900367605002 96.720516239650024 160.20223982390002 162.62753922915002 14.545339849550002 13.807773949150002 20.769304081650002 8.2435668022500028 147.36370056065002 21.124950600700004 23.567644028800004 183.32030055335002 8.9430209551500024 226.58992707320002 74.766480717350007 8.7431769115000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 11 -11 12 13 14 -2 18 -17 -18 -13 20 -20 22 -14 24 -23 -26 28 -28 -19 -30
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 10 -12 15 21 -15 -16 16 17 26 19 -21 -22 23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.070311305512346947 -0.11949705967622984 -0.11312197540286272 0.058577170804817419 0.062744088909507598 0.060362448806211423 -0.11495093101047403 0.069080149877374222 -0.087174453488812725 0.10626490670407551 -0.0034281286316787231 0.051859735771350661 0.072104079706449817 0.006931740920276399 0.071811768984584176 0.053087632940803348 -0.074858749115833498 0.093421663633702468 -0.075464075905532141 0.094806930525364985 -0.11592168696363417 -0.018442657783437975 0.043813673145925047 -0.16287980051457571 -0.069170747982039649 0.013705687132039401 -0.089659959040766068 -0.10582751117491812 0.05232873710523378 -0.00093042879618049866 0.030000060042564558
leaf_weight=0.27003207270172325 1.1367651466280246 0.7096608824795112 1.398794853594153 0.62916860450059164 0.85046446556225408 2.1365390496794134 2.1225558817386618 1.6911754893371824 1.2208521217107762 3.5336650386452666 3.9882248491048813 3.6898769860854355 1.0812622968805947 2.9097833709092811 0.78985305514652271 2.043020147830247 1.5647673085331906 1.3247120901942242 2.7683231011033058 1.6392993610352276 1.7263662707991896 3.5762078519910556 1.345882700756192 2.62299744784832 1.970680173486471 2.3438708018511534 2.0105449454858895 1.1433715396560726 212.78746961223806 8.8784413025714439
leaf_count=32 54 218 17 15 9 111 16 39 9 27 27 28 8 17 18 20 8 12 36 15 41 26 49 22 9 34 45 16 3590 65
internal_value=1.067e-06 -0.0625624 0.000224011 -7.44028e-05 -0.0428034 -0.0745272 0.000498067 -4.5533e-05 0.000508215 2.07659e-05 0.0258864 -0.00073523 -0.0171322 0.0237879 -0.0487427 0.000481474 -0.000832603 -0.000168437 0.031214 0.00661675 0.0513089 -0.0324252 -0.0872309 -0.0197731 -0.00335266 -0.0424475 -0.000816017 -0.048492 -0.000141701 0.000308438
internal_weight=275.905 0.979693 274.925 273.526 3.61617 2.76571 269.91 267.787 266.096 264.875 7.52189 257.353 17.7773 4.8364 1.92662 239.576 229.752 227.709 9.82387 6.13399 4.49469 12.9409 2.42714 10.5138 7.89076 4.31455 226.145 3.15392 222.991 221.666
internal_count=4633 250 4383 4366 135 126 4231 4215 4176 4167 54 4113 237 89 72 3876 3756 3736 120 92 77 148 57 91 69 43 3728 61 3667 3655
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=15 5 10 0 0 15 16 17 13 16 16 8 0 15 13 9 9 9 10 0 2 17 16 19 15 9 17 18 16 10
split_gain=0.400303 1.27182 0.917572 0.794526 0.744274 0.580138 0.620298 2.23906 3.57219 2.4974 2.05435 1.9011 1.53208 1.01418 1.20277 1.08041 1.0762 1.13469 1.89021 2.42683 0.924363 1.5657 1.58408 1.37836 2.76022 2.07804 2.05232 2.09719 2.03859 2.63985
threshold=46.674706678850008 25.361845021250002 62.025417527550012 85.619326080400015 85.866664228400012 46.327654127900004 22.624947093000003 199.05253715360001 117.50981642375002 22.644947046300004 22.614947116400003 8.4434108459500017 86.538778761000017 37.491361913600009 117.60122400020002 187.55294863440002 186.70853236170004 195.97407267990005 61.987779113750001 85.495657006400009 137.50513673700002 205.96542837505004 12.604970524100002 14.251149826300002 37.882159664350006 204.99169312540002 205.96542837505004 14.329845562450002 19.794953710800005 66.235542959850008
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 10 8 9 -8 20 -12 13 14 -10 -16 -15 18 19 -18 21 22 -1 28 26 -26 -25 -28 -22 -30
right_child=1 2 -4 -5 -6 -7 7 -9 12 -11 11 -13 -14 16 15 -17 17 -19 -20 -21 23 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.10448013129133792 0.016829894665821344 -0.0069111138993552552 -0.067810819797979704 -0.096401075347125526 0.079671754794185118 0.048742620229639808 -0.0079771260227431123 0.060523455927668016 -0.076161450716886792 -0.14847981228032039 -0.0077321696654004696 -0.10757921652415028 0.056137284198391757 0.045786509269143516 0.039113835844278445 -0.03968353557481568 0.0061656047837063341 0.025621621820210851 0.036292298489908358 -0.1287844886228933 -0.0062758644282334686 -0.043855989755624679 0.011348272390753856 -0.12596334484954724 -0.026347196944318876 0.042096100179835505 0.067435206153858993 -0.080884538501465764 -0.0045165155721367941 0.096664126095895905
leaf_weight=1.1962465452670574 0.81744137592613553 2.1708127547753975 1.1754444683319887 2.5616794154047966 1.829561444930732 2.4885738790035239 2.5502410978078833 7.4959672931581727 3.0497517883777601 2.5104038324207067 4.21288320980966 3.4838741337880492 6.4448716342449179 7.4175108373165157 3.4307351429015398 3.5309490710496902 2.6370232626795787 8.6384151498787087 3.0878746192902327 2.6939061284065247 63.937532335396099 5.7690899643348521 90.978500209981576 3.993358038831504 15.237510174978526 6.2578188125044099 1.5297775007784364 2.5299072698689997 5.6745479097589833 4.7263129921630025
leaf_count=287 25 52 46 62 8 29 34 74 23 20 38 24 36 35 26 33 19 74 17 21 1965 110 1270 34 100 47 19 37 45 23
internal_value=8.44247e-07 -0.0212903 0.0098639 -0.0690094 0.0326874 0.000686879 0.000232189 0.00984396 0.00158395 -0.0776755 -0.00222148 -0.0529271 0.0113835 0.00301973 -0.0237933 -0.000851997 0.0139876 0.000159568 -0.0259667 -0.0620294 -0.000287836 0.00668195 0.00984505 -0.00685891 -0.025129 -0.00642167 -0.0750631 -0.0249944 0.000403189 0.0414615
internal_weight=274.059 8.55494 5.17582 3.37912 4.00037 265.504 263.015 53.4876 45.9917 5.06064 209.527 7.69676 40.931 34.4862 10.0114 6.96168 24.4747 17.0572 8.4188 5.33093 201.831 97.9438 92.1747 103.887 29.5484 21.4953 8.05304 4.05968 74.3384 10.4009
internal_count=4633 193 106 87 60 4440 4411 412 338 54 3999 62 284 248 82 59 166 131 57 40 3937 1667 1557 2270 237 147 90 56 2033 68
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=7 7 9 9 19 6 2 3 7 13 0 5 16 19 16 10 6 10 5 8 9 16 15 5 16 9 9 16 15 2
split_gain=0.366088 1.42555 1.53185 2.78036 1.97354 1.86842 1.7882 1.53717 1.22721 1.17822 4.25369 1.96598 1.88584 3.66012 2.72335 3.26814 2.95869 2.60011 1.88324 2.36604 2.54558 2.43638 1.72433 1.61073 2.23526 1.44592 2.54486 1.88446 1.67126 1.83944
threshold=22.721067571950005 23.109894804950002 195.97407267990005 197.61184394335004 14.451165964200003 16.515385879350003 138.85176757315003 93.394346993650018 22.532843451200005 109.34496908160001 94.625660817400004 19.688300142250004 19.224955043700003 13.751109481500002 19.934953383400003 66.859265246100009 15.105352934150002 66.235542959850008 21.042547594650003 8.543332867800002 200.15236065845002 22.584947186600004 36.270131511550012 18.128874633450007 18.684956306450005 202.38851837455002 203.80256579455002 22.544947280100004 45.484733152800011 310.93569142660004
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -2 -1 10 -3 -12 23 -14 -15 17 -17 18 19 20 22 -21 -16 -11 -25 27 -27 -20 29 -28
right_child=1 9 3 6 -6 -7 -8 -9 -10 12 11 -13 13 14 15 16 -18 -19 25 21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.0017170777619420008 0.014236001263536408 -0.11308865639341513 -0.17243360186046508 0.044160871607362352 0.03295227522248026 -0.09895876640350422 -0.081049002272577664 -0.072919121689710459 0.030231779294514257 0.10129136304084424 -0.00080783857999202214 -0.12647655512012276 -0.084381562023855411 0.080362164166912067 -0.067026871444352723 0.0028987610443947567 -0.13663608305892114 0.078338385816742045 0.072246775528036614 -0.052194967114194836 -0.13782992037389449 0.06822562422433967 0.028410155078923249 -0.044871444213276691 0.070255838607559851 -0.099051388243482988 0.0058248914076263489 0.014061895431711661 -0.052900753848200435 0.098564340724598951
leaf_weight=45.103193115653994 6.9169102875748703 3.6507581482874221 1.7811559056863178 2.054173368960619 6.9495506961829951 3.2327520379330954 2.5647309569176286 2.8605636508436874 16.392537419451401 3.7335880883038026 80.279885452866438 1.2644823943264771 4.4709308575838795 4.9586668238043776 4.2768082022666949 3.0560493208467951 3.0226044030860066 5.1492639407515517 7.3987773805856731 2.7650033943355075 2.6901258919388056 4.282123751938343 3.3967362158000469 3.0096835093572736 3.8357599750161171 2.570162009913477 11.774321688339116 22.474224246107042 3.6735523222014299 2.6134588178247204
leaf_count=1171 56 172 21 14 53 24 37 36 156 20 2018 65 39 20 25 26 35 36 81 35 40 26 23 28 19 25 87 142 66 37
internal_value=1.09921e-05 -0.00197022 -0.0237222 -0.0662941 -0.0100716 -0.0330532 -0.0253642 -0.0112627 0.00679933 0.0011401 -0.00748446 -0.00275654 0.00855067 0.00378444 0.00847142 0.00396715 -0.0664848 0.00982845 0.0046341 -0.0237271 -0.0541255 0.0209775 -0.0247812 0.0484558 0.0196387 0.0144113 -0.00594886 0.0284728 0.00729981 0.0226705
internal_weight=272.203 210.707 26.3598 6.40006 19.9598 13.0102 4.6189 9.77747 61.4957 184.347 85.1951 81.5444 99.1518 88.5728 84.1019 79.1432 6.07865 73.0646 67.9153 17.4108 10.3637 7.04713 7.67354 10.579 6.84544 50.5045 20.6315 29.873 18.0613 14.3878
internal_count=4633 3306 241 72 169 116 51 92 1327 3065 2255 2083 810 743 704 684 61 623 587 149 88 61 48 67 47 438 215 223 190 124
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=17 0 16 14 2 12 8 19 18 18 2 5 2 17 18 15 7 18 6 17 3 15 4 15 3 3 8 15 8 15
split_gain=0.332325 2.91338 2.63819 1.63992 1.8954 1.91311 1.39548 1.52697 1.43663 3.11143 1.3272 1.839 1.26499 1.16119 1.57601 2.2237 2.27613 2.19524 1.9688 1.84821 2.14207 1.81163 1.7306 1.12991 2.59243 1.87103 1.99443 1.15912 1.82243 1.87782
threshold=201.39543491635001 86.692020874450009 22.644947046300004 162.62753922915002 67.992056490600007 104.24845815275002 1.7486353823000003 12.250988447150002 13.988302431200003 14.122113655700002 325.13486840910008 21.191508333600002 309.04644204820005 194.75204781875001 13.453871405300001 31.264641197600003 22.929105819350003 14.442085364750001 14.935348962050002 199.73283952805005 93.292185584700022 42.33967733730001 274.12249728105002 29.583625105200003 83.511574906150017 81.93344998355002 8.0437227585500022 30.864223942000002 8.4434108459500017 35.293770423450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -5 -6 -7 -8 -9 -10 12 -12 13 -1 -15 17 -17 -16 22 20 -20 -22 -18 24 25 26 -11 -25 29 -29
right_child=1 2 -4 4 5 6 7 8 9 23 11 -13 -14 14 15 16 18 -19 19 -21 21 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0028271633877476284 -0.13474550552988226 -0.12942787097274772 0.080921600799140361 0.15471395665266011 -0.12741710474202328 -0.1034695381000558 0.061335285277964585 0.068866920373252288 -0.14571427661476127 -0.0059194012441781407 0.01196066072791315 -0.11949329882326083 0.06495458458226229 0.087689369652974192 0.076077369099326331 -0.11558066140802109 -0.020193786589504298 0.011822051389279626 0.016579220282729838 0.070647991890736644 -0.1413479813154177 -0.013055263770405657 -0.14463855743281637 0.062388243928352564 -0.12006530925172328 0.051603583979490469 -0.10568946886070424 -0.029428700257878526 -0.050661285502628453 0.047701943588246816
leaf_weight=145.56430689737317 1.7252042434411112 1.0977201061323274 3.5247232876718035 0.7243924317881455 1.3109006965532888 1.3968786916520901 3.5162193359283256 2.3487152308225623 1.6586303636431683 8.2149823808576929 2.1390391988679758 2.1179762054525781 3.2404962228611103 2.7499270504340521 8.0148291746154445 1.8131298571825016 4.2005951767787364 15.795579009514766 16.234944008290775 4.388542538508772 1.7302692476660002 3.0250178221613169 1.5225345302605999 3.4374380705412504 2.4654910776298484 3.7582517543341956 2.649952061707153 5.0555463332566459 5.2659982638433567 8.4027326214127225
leaf_count=2563 34 15 33 3 22 209 167 12 19 187 109 98 93 20 44 15 44 300 130 24 22 37 54 28 42 22 66 65 66 90
internal_value=2.03567e-05 -0.00679234 -0.00276624 -0.00851583 -0.00587218 -0.0082231 -0.0049794 -0.00203805 -0.00718937 -0.011556 0.00183314 -0.0534411 0.00296288 0.00198315 0.0137563 0.0101721 -0.00666759 0.0334511 -0.000318346 0.0116295 -0.000709842 -0.0597361 -0.0533001 -0.00588678 -0.0252085 -0.00921554 -0.0302533 0.00901203 -0.000786878 0.0187281
internal_weight=269.091 56.5538 54.8286 51.3038 50.2061 49.4817 48.1708 46.774 43.2577 40.909 212.537 4.25702 208.28 205.04 59.4754 56.7254 32.915 23.8104 31.1019 25.3788 20.9902 4.75529 5.72313 39.2504 17.0887 14.6232 10.8649 22.1617 18.7243 13.4583
internal_count=4633 1080 1046 1013 998 995 973 764 597 585 3553 207 3346 3253 690 670 326 344 311 213 189 59 98 566 317 275 253 249 221 155
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=9 9 0 17 7 18 10 13 16 6 19 7 8 8 8 6 2 9 18 6 0 16 5 8 16 5 6 9 2 15
split_gain=0.351835 1.24159 0.947322 1.18169 1.02157 1.8406 3.05249 1.98697 2.67235 2.00931 1.65614 1.50198 1.37826 1.76385 1.35309 1.24485 1.21543 1.03802 1.11996 2.33089 1.82882 2.15269 2.40832 1.2975 1.08143 1.03126 1.39359 1.00197 2.53226 1.46969
threshold=186.70853236170004 185.98753508445003 103.37390357390002 240.41195881570002 23.109894804950002 13.317304170000002 62.334590212600006 114.04170543550002 22.614947116400003 16.525386113000007 14.351157895250003 22.929105819350003 8.7431769115000026 8.3434888241000014 8.4434108459500017 16.435384010100005 151.08605618930002 190.36745536595001 13.471502260950002 16.485385178400005 86.264556031700025 22.604947139800004 24.082771358500001 8.4434108459500017 22.694946929300002 30.133297129900004 16.605387982250004 200.52256857420005 63.19085977000001 35.293770423450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 -2 16 12 -11 -8 13 -10 -12 -15 -9 -6 19 23 21 -20 -23 -19 27 26 -16 28 -22 -30
right_child=2 -3 3 -5 17 6 11 8 9 10 14 -13 -14 15 25 -17 -18 18 20 -21 24 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0030556170054095912 -0.08504108490930766 0.062703417284983243 -0.10365664340794832 0.019949244364057567 -0.047280158837761405 -0.1260405085093681 -0.064573045663259096 0.059176395643517871 0.0020796523550261517 -0.060128176332587158 0.093401389799529583 0.038607896406431946 0.023649561044456029 -0.048959740205460262 0.043240951079606071 -0.15682852897956409 -0.0075023555983439356 0.0067040120799577154 -0.15625694045907157 -0.019685266066340284 -0.08513774930648639 0.038409905032009299 -0.10316050393635523 0.074586949436166755 0.079760974098115833 0.069924882142892983 -0.073403585340110739 -0.003989645275243525 0.005680709993709644 0.045395991617315529
leaf_weight=56.070957669646305 2.7790994457900515 3.7213142320979378 1.9847333676152623 1.2672870030510237 4.0622147340327492 3.609338383539578 2.5942620082641952 8.8072891385527345 1.8471109310630733 2.7534174285829058 2.3604662101715785 3.0926213562488556 1.6047928166808558 1.7721065059304235 1.8058784431777892 2.6997521951561794 3.9641796139767385 4.2288557961583164 1.4985694913193572 7.1001040269620708 2.3858129289001218 2.9363864818587899 2.033959602471441 8.4258925747126323 1.822984755039214 1.6773984879255293 2.3664378216490149 85.817463114508428 24.216192920692265 15.145182946696876
leaf_count=1976 19 46 337 68 43 47 32 86 14 23 11 16 15 23 11 50 39 23 23 49 21 17 65 38 25 12 46 1040 279 139
internal_value=1.23199e-05 0.00676794 -0.00194226 -0.0554884 -0.00108618 -0.0146274 -0.0541126 -0.00396868 0.00314808 -0.0207429 0.00698563 -0.00846154 -0.059109 -0.0801268 0.0294933 -0.114082 0.0384798 0.00262271 0.00392542 0.026173 0.000690397 -0.0511987 -0.0195234 0.0519024 0.00328466 0.00370527 -0.022917 0.00219177 0.0148986 0.0209621
internal_weight=266.452 59.7923 206.66 3.25202 203.408 43.7342 9.29622 34.4379 31.6588 18.8874 10.9636 5.68688 7.92376 6.31897 8.21018 4.47186 12.7715 159.674 155.611 19.7549 135.857 6.46892 4.97035 12.6547 129.388 5.84971 4.17232 127.565 41.7472 39.3614
internal_count=4633 2022 2611 405 2206 444 95 349 330 205 103 48 102 87 80 73 125 1762 1719 110 1609 105 82 61 1504 69 57 1479 439 418
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=19 3 15 7 7 12 15 18 8 10 9 4 15 16 0 5 19 16 15 5 2 17 16 18 9 9 0 0 10 16
split_gain=0.335218 0.438804 0.406916 0.388371 1.13815 1.19367 1.10509 1.0634 1.26686 0.979528 1.25558 1.32625 0.965079 0.928636 0.850587 0.791772 0.783593 0.725215 1.22742 0.933627 0.593292 0.524387 1.94831 2.58941 2.47857 1.63497 1.55764 3.01573 2.50753 3.15594
threshold=14.651182102100002 93.883646373400012 39.324897478350003 20.714163848350005 21.833224794850004 219.88098848225005 27.220712026400005 14.170404054850001 5.1459841250500009 67.606656606400023 70.238863950400017 209.52275111965002 36.136500007950012 21.074950717600004 71.249517373150013 20.911722254300006 14.051133688400002 22.704946905950003 41.831907381600011 22.217208590350001 210.71970372160004 201.39543491635001 22.644947046300004 14.380989918050002 205.22231928645002 207.40106631805003 89.711159354950013 91.109157582800023 68.846035804500005 19.794953710800005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 11 -1 -8 16 20 -7 -12 21 19 -19 -13 -6 23 24 -23 -26 -25 -28 -29 -30
right_child=1 -3 -4 4 17 15 12 -9 -10 -11 13 14 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 26 25 -27 27 28 29 -31
leaf_value=-0.085600874953044553 0.061336952640434074 -0.012475960281249737 0.0093711819176647473 -0.11861093778132817 0.0013505814942308127 0.063344519609882313 0.033443223517504464 0.095622634415133953 0.073986040867763461 -0.11132620636435012 -0.11239343079784248 0.044598582289998891 -0.071038207040779067 0.097806496350841585 0.072451404302305164 -0.041824818220667574 0.066687886893236376 0.031133578150150765 0.064823180047124312 -0.080007815172257968 -0.062151923562452964 -0.11042431059635381 0.086195548845012432 -0.093819288659184985 0.069460375218548628 -0.059179973155069988 0.092560763731187198 -0.1029729164336632 -0.0087563141682832132 0.11229503238537586
leaf_weight=0.95847113267518214 2.9145060032606107 2.9714615200646222 3.1198846884071827 2.2108396414841973 174.96191235313017 1.5814878521487119 1.4753181623527782 1.4882469202857453 2.2257608902873462 0.86356443748809475 1.7420812660930103 1.0453724075341599 2.2059593485901132 0.31296039978042234 3.4303919405210763 1.3078287970274685 0.28419783583376546 1.7149215852841728 4.334000704344362 1.3514616764150558 1.0371762344730084 4.9178033075295371 2.0140081122517577 1.8120154384523619 1.7121822908520696 2.3359032673761249 3.2915498465299597 2.5535711348056784 29.842115378414746 2.3212456163018933
leaf_count=33 20 37 23 154 2510 28 23 23 45 31 378 24 23 3 47 36 13 19 47 33 38 60 24 32 16 35 31 34 800 13
internal_value=1.85448e-05 0.0189801 0.0344697 -0.00065025 -0.00156768 -0.0369096 -0.0627275 0.0159291 0.00596235 -0.00968795 0.000273986 0.0229703 -0.029166 -0.0625145 0.0418463 0.0157404 -0.0872762 -0.000236629 0.030567 -0.0178503 -0.0085666 -0.00124636 -0.0101905 -0.0141695 -0.0627216 -0.00477012 -0.00323765 0.00108074 -0.00759258 -1.99788e-05
internal_weight=264.338 9.00585 6.03439 255.332 241.944 8.78143 5.89212 13.3882 11.9 9.67422 8.81065 6.47141 3.68128 2.33924 5.51294 2.88932 2.02628 233.163 7.40038 3.06638 2.08255 225.762 50.8004 48.7864 8.96589 4.04809 39.8205 38.0085 34.7169 32.1634
internal_count=4633 80 43 4553 3918 264 200 635 612 567 536 142 46 394 109 64 391 3654 99 52 62 3555 1045 1021 111 51 910 878 847 813
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=17 19 16 8 7 2 18 12 17 5 18 3 12 16 19 7 5 15 18 6 0 16 18 18 18 19 3 2 5 0
split_gain=0.341697 0.667556 0.652042 1.19942 0.720242 1.07468 0.640308 0.751813 0.531519 1.3884 0.698942 1.2139 1.62713 0.776309 0.887193 0.893438 1.1227 0.678181 2.54023 1.57214 0.814926 1.15001 1.26626 0.719234 0.768946 0.659704 2.09989 2.39445 0.937608 2.26792
threshold=236.15709471040003 13.751109481500002 17.684958644900004 7.1444245619500011 28.043300357450004 207.58106365020004 18.486194703750005 373.75708690635008 222.25139668490002 17.352342178450005 17.108018746400003 77.392644201200014 285.94642765385009 11.864972254500001 10.650859343850001 22.773029501100002 1.9870442227000003 17.480288512750004 16.399957653700003 5.0851188130000002 105.7585659356 13.854967601050001 15.398663672050001 16.012058908900006 15.105469479800002 11.850956171350001 79.47351079420001 78.110129541750013 16.043149448600001 95.550490414250007
decision_type=2 2 2 2 2 2 2 2 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 -6 8 -8 10 -10 13 12 -12 14 15 -1 -17 18 23 -19 21 22 -21 24 -15 -23 27 -27 29 -28
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 11 -13 -14 17 -16 16 -18 19 -20 20 -22 25 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.046074168870429248 0.11174914343935249 -0.050422540218823676 0.10736009078598452 -0.1054786847911225 0.10972161808257937 -0.10684582057516806 -0.11853996879975184 0.031095965113381693 -0.11176847036756302 0.031184364009203033 -0.10445755283828698 0.071781222045574258 0.043466384081030415 0.050369158957857554 -0.10536235050494749 0.10220136998051339 -0.10636283503884161 -0.10420396965041703 -0.12243148233803001 -0.0061263602732424469 0.065421089138862673 0.031275745825379619 -0.12155468881493917 0.098156950328813219 -0.044473864656884368 0.038841913259540034 -0.070456944751129888 -0.11529184733686459 -0.0010233568669011273 0.039124403490040836
leaf_weight=1.4454224265646183 1.0520546995103357 0.90118150773923833 1.1699414327740667 0.60776208800962184 0.41728275758214284 0.50819343811599538 0.95897225631779182 0.51666939212009311 1.4334702298510813 1.2915393700823186 1.2059615952312008 3.6015446893870831 1.9395820195204576 3.7353986944654016 1.4713228222826726 0.32593857776373614 1.2399953365675171 1.4582063143025141 0.97283866722136725 2.2735631813993673 1.8859782395884384 6.692207899526692 1.6329881245619615 2.1505725439637899 1.1085242081899194 1.4694512616842974 2.1878942078910759 3.2087202910333872 199.62305321359599 13.809546452946959
leaf_count=38 4 29 7 71 4 40 314 33 62 20 214 29 77 74 126 3 181 223 53 62 29 67 36 14 31 39 36 91 2489 137
internal_value=2.11615e-05 0.0268687 0.0454171 0.0173856 0.0551459 -0.00919895 -0.000464065 -0.0661476 -8.56923e-05 -0.0440149 0.000386641 0.032141 -0.0132458 -0.00048185 -0.0417169 -0.0106203 -0.0629516 0.000281307 0.0289728 -0.000694587 -4.6181e-05 -0.00058092 -0.0543769 0.0500311 0.0286645 0.000344917 -0.000594696 -0.0668772 0.000843391 0.0241375
internal_weight=262.296 4.65642 3.75523 2.58529 1.97753 0.925476 257.639 1.47564 256.164 2.72501 253.439 6.74709 3.14554 246.692 4.48268 3.01136 1.56593 242.209 7.96733 234.242 232.783 230.897 3.90655 6.9945 4.84392 226.991 220.299 4.67817 215.62 15.9974
internal_count=4633 155 126 119 48 44 4478 347 4131 82 4049 320 291 3729 348 222 184 3381 172 3209 2986 2957 98 119 105 2859 2792 130 2662 173
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=9 9 8 9 9 5 5 12 13 13 7 6 4 4 3 16 10 17 19 9 6 7 18 15 0 7 7 17 19 18
split_gain=0.321864 1.02661 0.933391 1.37858 1.04853 1.46019 1.67723 1.29173 1.17223 1.39452 1.2806 1.11241 1.4968 1.93795 1.03388 0.976506 0.96335 0.903427 0.897731 0.868527 1.59568 1.26531 1.16137 0.859672 0.794001 0.894404 0.845082 1.56242 3.34015 2.98005
threshold=186.70853236170004 185.98753508445003 8.3434888241000014 185.00606802455005 181.33671263215004 21.612734424500001 20.743195000100005 150.80177373595004 117.60660091645001 113.98793627290001 19.729453620400005 16.665389384150004 241.58130306185004 248.32992249220004 86.092494711350014 19.314954833200002 69.873026810350026 186.18082682465004 13.351077205700003 37.364870866050005 2.7350639043000005 21.306175688000003 16.435318745950003 5.1773271655500013 104.03526427400001 29.467962229850006 23.109894804950002 191.06791329340004 14.451165964200003 13.258241318650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 10 18 12 -9 -14 16 19 -12 -10 -1 20 22 -22 -15 -24 26 -26 27 29 -29 -2
right_child=24 -3 -4 -5 5 -7 -8 11 17 -11 14 -13 13 15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.057983065434621062 -0.012122564752312624 0.058581440167694177 0.062776485989228956 -0.066927743068195975 0.055544749889362713 0.084222124558510872 -0.056762949591797784 0.072176005197657433 -0.049965718008016476 -0.13337049336731582 0.11058815109275387 -0.11349908900526572 -0.12111615364654832 0.087951837215403589 -0.12140843316536482 -0.12741736145042667 -0.052818450498764061 0.074672059137028637 0.10495851230410447 0.021385254655981539 0.041875902512779423 -0.10990664244654585 0.087023310350601957 -0.10229633654290603 -0.10393790274934978 0.044693300404831743 0.0021454409431114064 -0.12169933036952561 -0.010814695006871265 0.088626090293650372
leaf_weight=0.5196624442760347 26.015582467225617 3.5642836142214938 2.505419078283011 2.8819250622764221 2.7839343249797803 3.6168884788639843 2.545759528875351 3.4514870174462038 0.9737528286641467 1.7559827823133671 0.47386465966701541 0.74439011499634844 1.2167776545975382 1.5777875799685781 1.6235604872344991 0.52051699999719758 1.5118289132806237 1.4439159482717512 0.9679378098808229 18.781268408478354 0.72352420166134868 2.2799348033731803 0.34462965521379352 0.78889806021470577 1.4975195780643837 0.55488703493756464 157.61613477871288 3.7748444287572047 9.6901076130452548 3.3094014933449207
leaf_count=57 290 46 29 29 28 24 17 44 71 154 2 114 38 18 181 18 124 6 9 522 7 258 37 189 270 109 1788 36 96 22
internal_value=4.65734e-06 0.00660045 0.00317157 0.000273442 0.0042546 0.035181 0.00190032 -0.00271487 -0.0353952 -0.0565163 -0.0300383 0.00724146 0.0102692 0.0021242 -0.0622186 0.00811847 -0.0138232 0.0244723 0.0480382 0.0109985 -0.023137 -0.0733427 0.0324782 -0.0447369 -0.0018718 -0.0637541 -0.00123805 -0.0137011 -0.0419008 -0.000752814
internal_weight=260.056 57.5979 54.0336 51.5282 48.6463 8.94658 5.32969 39.6997 9.27051 6.85284 5.09685 30.4292 29.6848 26.2333 3.60925 25.0166 1.98569 2.41767 1.4876 24.496 5.71477 3.00346 2.71132 1.13353 202.458 2.05241 200.406 42.7899 13.465 29.325
internal_count=4633 2022 1976 1947 1918 69 45 1849 604 527 373 1245 1131 1087 307 1049 126 77 66 1031 509 265 244 226 2611 379 2232 444 132 312
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=7 7 7 0 16 18 2 17 17 4 17 9 5 8 19 6 7 2 12 13 16 5 5 2 7 17 19 12 0 15
split_gain=0.311495 1.03344 0.883387 1.16184 1.29809 1.45554 1.11077 0.975555 1.44117 1.3423 1.23733 1.34522 1.25235 1.22426 1.06674 1.20226 1.02948 0.965918 1.11137 1.15114 0.930768 1.73844 0.907966 0.867351 0.736851 0.963887 0.836724 0.826318 0.791097 0.853993
threshold=22.721067571950005 22.747724408400003 22.532843451200005 85.799452775150016 20.719951547750004 13.037923179150001 98.91243606750001 188.85216786605002 191.20566072810004 228.67830428740004 182.37451917730002 187.55294863440002 21.482549112100006 8.3434888241000014 14.351157895250003 10.450244168250002 22.093462376800005 319.32263744460005 219.88098848225005 101.66942111915002 15.614963485400002 31.373072367600006 34.053606374050013 74.766480717350007 21.115414688150004 168.62011096010002 13.451085274650001 66.834523482800009 81.446839061900008 20.734744936600006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 23 -10 16 13 -13 14 15 -12 17 18 19 -1 -20 -22 24 -9 25 26 -21 -28 29 -27
right_child=1 -3 3 4 5 6 -8 8 9 -11 11 12 -14 -15 -16 -17 -18 -19 20 22 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.10660685772287902 -0.079060888166654186 -0.0012051278951625409 0.076259968804354691 0.075047709348811789 0.03949186066911517 0.011667643483916558 -0.080306365497029547 0.0030293220196609969 0.046113227828611165 -0.08346443713216084 -0.07048099731796062 -0.015534226874968776 -0.13130291347039147 0.072288621606073591 -0.066396091000798407 0.03627393970290544 0.074540629717051762 -0.11058141024280584 0.079270740251378091 -0.086980365884365599 -0.11680659209051664 0.084627245069642199 -0.1420764898539138 0.092185813414027526 -0.041660764680931939 -0.15673365844959852 -0.074034365556890344 0.060598734011888061 0.083512259749249917 0.026413260290897307
leaf_weight=1.1411915053613579 1.7197159341303621 198.10148356813443 3.6402592377271494 2.5490509286755687 4.0881271827965957 2.345191802829504 2.9836704023182392 1.6086133718490581 1.5127145955339076 1.6954705187818033 1.5135553327854703 1.6308566536754363 2.1881605905946344 1.4652339797466982 3.7967696646228433 3.481474811793305 2.052088603610172 0.75933675790292809 3.0284867104492141 1.2718164300167649 0.83074361947365083 0.8847365842666477 0.44089567597257051 3.3921108691429254 2.660428977862467 0.2884714477695528 0.68049224466085467 1.3810813021264037 2.6739663118496537 2.1682047719368711
leaf_count=81 17 3289 34 34 24 41 23 14 17 50 51 13 32 20 38 42 21 57 39 251 24 19 19 52 42 40 10 52 23 164
internal_value=-5.97726e-07 -0.00187518 0.00644067 0.0267911 0.0117418 -0.0053942 -0.0398293 -0.0010239 0.0299458 -0.0223663 -0.00842757 -0.0312024 -0.0818656 -0.0123389 -0.0264429 0.00392589 0.00739421 -0.000172591 0.00463171 -0.0107882 0.0459335 -0.0129197 -0.0013335 0.0635063 0.00424457 0.0186736 -0.0231929 0.0161585 0.0458744 0.00490751
internal_weight=257.974 199.821 58.1532 15.6063 11.966 9.41699 5.32886 42.5469 8.20891 3.20819 34.338 14.0761 3.81902 10.257 8.7918 4.99503 20.2619 18.2099 17.4505 12.7065 4.74397 1.71548 11.5654 5.00072 11.1245 8.46403 3.33339 2.06157 5.13064 2.45668
internal_count=4633 3306 1327 156 122 88 64 1171 133 67 1038 196 45 151 131 93 842 821 764 682 82 43 601 66 582 540 313 62 227 204
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=9 7 9 9 5 6 15 2 9 17 17 18 9 2 6 19 13 3 16 8 18 8 15 13 7 7 18 18 18 8
split_gain=0.308176 0.645805 0.566332 1.02427 0.702152 0.740588 0.735802 0.51052 0.504402 0.765606 0.921338 0.633282 0.502495 1.70209 1.66008 1.78265 1.73933 2.65081 1.88273 1.72683 0.9961 1.63464 1.36498 1.36691 0.870988 0.754753 0.51099 1.80419 1.39017 1.67288
threshold=233.77854820110002 28.832866553600002 223.65407503400004 219.87257840710004 26.429611911700004 14.605341251450001 26.243701454300005 349.18346353035002 216.07042296730003 203.37411447725003 196.39284362915004 16.622853636350005 207.40106631805003 79.152355410850021 14.935348962050002 13.751109481500002 112.67059178900001 89.256809930900019 22.604947139800004 8.4434108459500017 17.370891598500005 8.3434888241000014 24.089489904150003 107.58940592240002 25.334697901700004 24.227986230350002 14.349689277800001 14.414681958350002 13.829007611650001 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 12 10 -10 -11 26 24 19 -16 -17 -18 -19 20 21 22 -15 -24 -14 -20 28 -28 -1 -30
right_child=1 -3 7 4 -6 -7 -8 -9 9 11 -12 -13 13 14 15 16 17 18 25 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0029715566879118136 -0.11546974561770207 0.037500203254867658 0.01710247498019744 -0.10932049355499318 0.027104123100411728 -0.13588422482670456 0.0044952633072503816 0.093961589092557044 -0.0013120790149140369 -0.050283577709082775 0.088039542970797025 0.048789360841127241 0.0078241043644948528 -0.13356989382828097 0.10106757254708809 -0.12436822233264921 0.10494318946097708 -0.085722657264667046 -0.026423064297698591 -0.11967631427321138 0.044233143517968587 0.017279212978184071 -0.0042938017627791071 -0.12566059228903501 0.089363414717078815 0.059186671729334096 0.062846161516509874 0.0036072166933904105 -0.031217750136092143 0.042689731038193041
leaf_weight=110.29807702242397 0.66462093056179472 0.47197908232919872 4.6824255967949275 0.89940645440947253 0.9863664163276552 1.1124931753147391 1.5415740660391746 1.0598229246679691 1.993490802560699 1.8301799036562445 2.740458797197789 0.99647323379758734 3.5705320038832751 2.2049921643920261 1.6530427064863022 1.1924648713320483 2.0257498398423177 2.9549004975706339 1.9489926265086976 2.5925365835428229 1.5853517823852588 3.2559362056199461 3.3443714529275894 1.2843583199428392 2.0692091400269419 2.183577049523592 5.6087526901392257 61.680928248468263 24.499687086208727 3.5001081936061373
leaf_count=1605 20 61 96 38 7 25 20 18 43 39 21 22 39 50 20 20 18 40 23 31 112 35 51 62 22 27 55 1616 372 25
internal_value=7.22655e-06 -0.0519482 0.000238536 -0.000475914 -0.0475412 -0.0682611 -0.0374414 0.031288 0.000396153 0.0258237 0.0504131 -0.0153576 -0.000413467 -0.012098 -0.0228154 0.00466532 -0.0107977 0.004063 -0.0247707 -0.0458491 -0.0294551 -0.0410335 -0.0688167 -0.0379701 0.0377407 0.0188116 0.00139763 0.00854492 -0.00207993 -0.021979
internal_weight=256.433 1.1366 255.296 249.554 4.53984 3.55347 2.44098 5.74225 245.014 7.5606 4.73395 2.82665 237.454 31.866 26.2263 11.9587 10.3057 9.11322 7.08747 14.2675 11.675 10.0897 6.83372 4.62873 5.63974 4.13257 205.588 67.2897 138.298 27.9998
internal_count=4633 81 4552 4438 90 83 58 114 4348 125 64 61 4223 550 489 148 128 108 90 341 310 198 163 113 61 50 3673 1671 2002 397
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=16 16 6 19 6 10 0 10 18 18 6 9 5 3 3 16 10 5 10 5 6 15 16 18 16 18 7 17 6 16
split_gain=0.314447 1.67605 1.00999 0.91592 1.46591 1.29888 0.889229 1.35799 3.9442 2.50777 1.29266 1.5659 1.33385 1.01661 1.00302 1.5699 1.79169 0.877831 1.67296 1.37558 1.33527 1.22631 2.17061 3.13189 2.05773 3.84854 2.61388 1.53499 1.47616 1.40651
threshold=13.534968349350001 12.919969787500003 13.500315432750002 11.850956171350001 11.085259005300001 84.232081685100013 98.51854819030001 76.279622535200005 15.957401718700002 15.957401718700002 11.945279099550001 207.09414646890002 15.188638235750002 79.927860218250018 79.086372823400012 17.684958644900004 80.677940036650014 16.546942136250003 68.846035804500005 16.810410538500005 13.115306437050002 28.579157549250002 18.684956306450005 13.956123578150001 15.454963859600001 14.951081515600002 24.545313225450005 197.70480304825003 14.935348962050002 18.734956189500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 9 -9 17 13 -12 -13 14 15 16 -8 18 -5 -19 -21 24 23 -23 25 -22 27 -26 -25 -24
right_child=3 -3 -4 6 -6 -7 10 8 -10 -11 11 12 -14 -15 -16 -17 -18 19 -20 20 21 22 29 28 26 -27 -28 -29 -30 -31
leaf_value=0.00056288932036000709 -0.12075376932084479 -0.12513520228906166 -0.12462974753203999 -0.060737683056260088 0.052860187216025901 0.030024589031888552 -0.10199153886610245 -0.12485776446483106 0.09416697248177025 -0.12473063614500311 -0.1172966237325876 -0.11955452640725053 0.024155078610352543 -0.11299257540866277 0.054185087848335915 0.078315850035976145 0.0071723348167114821 -0.051099650819907888 0.04067828769898707 -0.074203017829137366 0.021588761429046519 0.05383231290508065 0.078782760732168167 -0.12081312196676708 0.020210606519617421 -0.17990200001300385 0.086031057950090806 -0.10421639498838234 0.016490409209823281 -0.00010018352025885761
leaf_weight=16.090922602292274 1.0475011137314125 1.2355858081136819 0.67129289514559687 1.8994727488607157 7.3735970817215275 1.2568525376264004 2.4641976213897578 1.0200657249661151 4.2384872469119728 1.5939042163081456 2.6384044755250207 0.87951962929219041 2.431007435079664 0.7773757509421565 3.0348618228454143 1.5030888780020175 3.8565158742712811 5.2333241552114478 11.321482919622211 2.3377137766219667 3.1400297962827635 1.9203483412566118 2.2956988876685491 4.2553593373158947 13.149363505894145 1.3578836992383001 6.8472363483160725 1.0723186079412688 0.95958766527473915 146.8057034623198
leaf_count=1107 31 94 62 29 85 51 112 102 28 44 73 24 51 32 29 32 121 48 102 57 59 29 15 202 502 12 40 17 8 1435
internal_value=6.34028e-06 -0.0127361 -0.00445082 0.000975181 0.0311033 -0.0385155 -0.000309121 0.00150429 0.0516801 0.000212093 -0.0219079 -0.0598268 -0.0140248 -0.00252189 0.00538674 -0.0135422 -0.0353864 0.00119507 0.0261077 -0.000544176 0.000892619 0.00185823 -0.00146411 -0.0553449 0.0221608 -0.0392397 0.0352689 0.0108288 -0.0955483 0.00111437
internal_weight=254.709 17.9978 16.7622 236.711 9.67795 2.30435 227.033 209.448 5.25855 204.189 17.585 5.94893 3.31053 11.636 10.8587 7.8238 6.32071 202.596 13.221 189.375 184.141 181.804 156.237 7.1353 25.5668 4.49791 21.0689 14.2217 5.21495 149.101
internal_count=4633 1263 1169 3370 167 82 3203 2729 130 2599 474 148 75 326 294 265 233 2555 131 2424 2376 2319 1689 239 630 71 559 519 210 1450
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=19 13 13 10 7 6 6 15 18 15 5 13 13 15 19 7 19 10 17 16 9 18 9 18 0 9 6 6 16 17
split_gain=0.291775 0.686761 0.585862 0.729532 1.11243 0.821634 0.864187 1.00635 0.617063 1.15299 0.993168 0.822333 1.73462 0.697421 0.850953 0.619328 1.15547 1.00462 0.562289 1.38729 0.973881 0.551655 0.53218 0.989029 0.646823 0.502167 1.10604 2.3012 1.3386 1.18827
threshold=9.8507947922000021 81.048947258600009 81.769454037550005 87.313054702550019 24.573979631000004 2.7350639043000005 5.1351199812500008 12.38011581135 17.327266398450003 15.840011140850001 20.608876568850004 95.811270852950017 92.792132372400019 17.480288512750004 11.250907757600002 26.756201080000004 11.650940033400003 80.538140213850014 211.79441883225005 17.684958644900004 212.80230024750003 14.741741751300003 193.24048816455004 14.804191144800003 101.31992156225002 52.003051165950005 13.665319288000001 13.775321858200002 15.839962959300001 188.13858192940003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 10 -8 12 -10 -11 22 16 -16 -17 -13 20 -20 -12 23 -15 -25 -18 29 28 -28 -27
right_child=2 -3 3 4 -6 6 8 -9 11 13 21 18 -14 14 15 17 25 -19 19 -21 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.10568924607674678 0.054659585952329372 0.025724735554658679 0.076022520867627799 0.029009603866453539 -0.10277488576728584 0.048756721166119239 -0.11669630788772914 -0.10338546517098557 0.077541955590966841 0.040067404306987915 -0.049326071059515496 0.099105532502928834 -0.11410220771869353 -0.11158499836786549 0.063638601853785393 -0.092488943502855081 0.032115562863559079 0.010479481710823232 0.058904922010253657 0.10484969813856562 -0.10752430410007879 0.10801208082660041 -0.11340304148533889 0.056694455637323705 -0.055367210419466233 -0.093474046368688612 0.10153342386635392 -0.00019973997534465483 0.010368638232572266 -0.014554679250092212
leaf_weight=0.82924646289029513 1.9641672460420512 0.76409723896358628 1.4282987723126996 1.043911240063607 1.6576693880197124 0.59539275523275081 1.5612303059315302 1.6114529814803971 0.89360712841153045 4.3537757020094423 0.55375042436935462 1.747123224660754 1.0017434163019059 0.94327446818351735 2.9213525281520552 1.8443376275245094 4.8590552392415693 1.9486591159366069 0.59331531263887904 1.2196164354681966 0.86302812327630818 0.37291304767131805 0.90792476915521536 1.2727112248539927 0.86524928268045176 2.1610590112395611 3.5618616640567771 188.34873079598765 2.9401261489838362 16.283650351222605
leaf_count=261 119 126 22 16 301 13 104 272 12 86 53 16 38 31 31 64 61 21 9 17 40 2 43 11 73 68 31 2395 24 273
internal_value=-1.17806e-05 -0.0426689 0.000259743 -0.00017049 -0.0518524 0.000397883 -4.43917e-05 -0.0623385 0.000523638 -0.000303096 -0.0680194 0.0313637 -0.0237471 0.000419298 -0.000334964 0.000477204 0.00116461 -0.0395887 0.0549795 0.0261697 -0.0397209 0.0139908 -0.0461168 -0.0262901 0.0113422 0.000328013 -0.000396136 0.0018194 0.0603097 -0.0238012
internal_weight=251.912 1.59334 250.319 248.355 2.70158 245.653 244.225 2.20685 242.018 235.7 2.48789 6.31843 1.89535 233.212 228.858 224.869 221.076 3.793 4.42308 2.67596 1.45634 0.926663 3.98916 3.08123 2.13796 218.154 213.295 194.851 6.50199 18.4447
internal_count=4633 387 4246 4127 317 3810 3788 285 3503 3371 159 132 50 3212 3126 2968 2883 85 82 66 49 55 158 115 84 2852 2791 2450 55 341
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=16 13 3 6 8 5 9 5 13 0 7 7 7 2 18 6 15 8 8 0 6 6 18 18 16 16 0 16 6 15
split_gain=0.288075 1.22488 0.991557 0.888828 0.766613 1.42839 0.942918 0.727757 0.631257 0.665393 1.94524 1.12543 1.42031 0.727446 0.906208 0.958234 1.2322 0.652359 1.31632 1.46754 0.6735 0.855522 0.871049 3.10854 1.57876 2.67305 1.44441 1.56786 1.34791 1.48626
threshold=22.704946905950003 117.76521994615001 112.7969493211 16.635388683200002 8.4434108459500017 30.133297129900004 187.55294863440002 22.887221773600004 117.69263157665002 85.619326080400015 19.506002767000002 22.502236473750006 22.721067571950005 305.67240907785003 11.780626785300003 16.445384243750002 30.632308446700005 9.3427090425500019 8.8430989333000021 88.350799540950007 16.625388449550005 16.575387281250006 13.480563334700001 13.531614672700002 22.614947116400003 22.624947093000003 86.264556031700025 22.644947046300004 16.395383075500003 37.491361913600009
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 6 -6 -2 9 10 13 -12 -13 14 15 -1 -17 18 20 -20 21 22 24 -24 -11 -26 -25 -28 -27 -30
right_child=3 2 -4 4 5 -7 -8 -9 -10 17 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 26 25 28 27 -29 29 -31
leaf_value=0.072072733692049848 0.010958502090833969 -0.13504722921338605 0.056679366115722163 0.044127263844665865 0.015281955506149043 0.047037518736489994 -0.09554390559267989 0.084248603101649652 0.031688310448308575 0.025663242367772655 -0.12243862579768766 0.036228706089364668 -0.11168342678141413 -0.10631886091820569 0.060964270507044852 -0.13772351768604749 0.10898035430457138 0.050277173438708779 -0.13184873627512586 -0.01015925951459541 0.053471019879696741 -0.053178876766693285 -0.12158399482416533 -0.063062957829757002 -0.077606963209601809 -0.060697175357268367 -0.0017881528751884361 0.057516369023988489 -0.033450456453196387 0.034658293810941924
leaf_weight=0.61387256329180484 2.8934708535671216 1.1612322274595488 0.35136365052312601 2.0593574158847332 1.0897395610809328 1.7442480958998201 2.5977998522575945 2.5479284627363086 6.0358778650406739 32.623967569204979 2.2891586718469625 1.5245263160904872 1.1306705326423978 0.44250986525730684 3.0254550504032522 0.90208428159530718 0.26104125464917161 2.5594899514690033 1.5845434763468791 2.6457495954819024 2.3818364776670924 2.9828253202140322 2.1868170554516828 3.7131562968716016 4.4975038946140584 2.5055639147758511 139.72083380964614 4.6048442982137194 4.2572330832481411 12.950171956559641
leaf_count=11 26 86 8 19 7 14 77 23 33 267 377 19 64 46 53 120 4 26 30 32 19 19 26 35 34 30 2953 50 42 83
internal_value=-1.7001e-05 -0.000810223 -0.0905107 0.0145165 -0.0078268 -0.0275242 -0.0627927 0.0452765 -0.000233937 -0.00107385 -0.0260543 -0.0710562 -0.0267572 0.0163683 0.027673 -0.0290076 -0.0823556 8.7271e-05 -0.000505656 -0.0557406 0.00059431 -5.29972e-06 0.000760698 -0.0032287 0.0113055 -0.00804172 -0.00148036 0.000104013 0.00782956 0.0178077
internal_weight=249.885 236.952 1.5126 12.9325 7.49114 5.43179 3.68754 5.4414 235.44 229.404 10.1893 4.94436 2.6552 5.24496 4.80245 1.777 1.16313 219.215 216.655 4.23029 212.425 210.043 207.06 150.226 56.8344 24.2105 148.039 144.326 19.713 17.2074
internal_count=4633 4467 94 166 117 98 84 49 4373 4340 694 460 83 234 188 135 124 3646 3620 62 3558 3539 3520 3064 456 189 3038 3003 155 125
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=15 2 6 7 2 16 15 13 19 2 15 15 6 16 15 9 6 3 5 0 3 0 13 2 5 3 6 13 15 6
split_gain=0.303364 1.33738 0.731512 0.915723 0.576124 0.56904 0.420498 0.696252 0.423742 0.564072 0.547937 0.436177 2.12473 2.58376 0.826804 0.791812 0.715788 1.41159 1.28927 1.02017 2.07063 1.53421 1.32266 4.27418 1.11274 0.977793 0.8627 1.848 1.1549 1.00268
threshold=46.723315192750007 247.02271001585004 16.475384944750001 23.736034462250004 289.38090566025011 23.044946110900003 46.327654127900004 117.51519334005 14.651182102100002 172.99241708655003 38.567335632300008 44.732387748900003 16.495385412050002 22.644947046300004 42.968808980200009 198.91155909545003 16.455384477450004 90.461239173300015 20.093158056800004 85.866664228400012 93.571785230250015 85.619326080400015 117.64961624655002 184.20633225945002 21.990725385850002 94.227769014100019 16.425383776450001 117.56896250265002 42.33967733730001 16.415383542800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -5 -2 8 -8 11 10 -10 14 13 -13 16 -16 26 -18 -19 21 22 25 23 24 -21 -20 28 -28 29 -1
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 12 -14 -15 15 -17 17 18 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001521562563184375 -0.11460449471804238 0.051671355938527987 0.055971434517250597 -0.003119337759662907 -0.11179238792778001 -0.0011777661180788616 0.094185370614536551 -0.0086025612336671931 -0.041037286873879739 0.05147111840328792 0.032995320845383889 -0.14256906295738433 0.01779999540195774 0.038084566519888945 0.0040056027702135948 0.059006652149164444 -0.10536814777938018 0.073649843536886458 -0.087281034734382465 -0.021413186908430162 -0.10741712233224748 0.044402133532223081 0.046734717825222927 -0.14062272502710577 0.039471211511409629 -0.0040814981942419778 0.061423164189135196 -0.020392408830663206 -0.097271786328481893 -0.074347935044517005
leaf_weight=152.73469263086736 1.6480607697158114 1.084652174409712 1.9754152894020078 0.88913516700267781 1.0808621216565368 0.60453572683036316 1.2561470642685884 1.3862381214275954 1.9328487366437901 3.68549186270684 2.070845247246325 2.3675140351988362 5.2877085004001856 1.1894500479102132 6.1683786157518607 4.5468507264740765 1.5793329090811301 1.8034289674833406 1.6975895939394856 10.974312620237479 2.7670064996927968 6.4382730051875106 2.9466163218021384 2.734702691435813 4.1320333741605273 8.4127637306519301 6.8236140198423509 4.6367737911641598 1.2137527619488526 1.7620187550783146
leaf_count=3171 84 17 26 6 40 5 5 39 22 28 20 44 24 17 40 44 23 17 18 58 27 31 12 47 25 576 112 25 17 13
internal_value=-1.9743e-05 -0.0201273 0.00854991 -0.0221172 -0.0627441 -0.0841638 0.000589019 0.0402612 0.000148387 0.0232412 -0.00274513 -0.000622907 -0.0223992 -0.0821584 0.00024714 0.0273445 -0.00113119 -0.0125602 -0.00906259 -0.0127821 -0.0261508 0.00624638 -0.0153336 -0.0255848 -0.0047595 -0.0180512 0.00184184 0.0283213 -0.000107064 0.000656279
internal_weight=247.831 7.28266 5.03006 3.05465 1.97 2.2526 240.548 2.64239 237.906 7.68919 4.00369 230.217 8.84467 3.55696 221.372 10.7152 210.657 43.4861 41.9067 40.1033 23.5547 16.5486 20.7877 17.841 15.1063 10.1104 167.171 11.4604 155.71 154.497
internal_count=4633 178 89 63 46 89 4455 44 4411 70 42 4341 85 61 4256 84 4172 834 811 794 169 625 142 130 83 594 3338 137 3201 3184
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=9 12 13 0 3 13 4 18 10 18 7 2 9 8 3 7 12 9 17 17 16 14 15 19 2 12 15 6 4 9
split_gain=0.262607 1.30788 1.66358 1.10922 0.679903 0.558285 1.70757 1.15868 1.34959 1.0917 1.2339 0.874313 0.788716 1.26132 0.932473 1.48546 0.763271 0.583654 1.01556 1.87674 0.955864 0.913564 1.15426 1.04445 1.01334 1.14044 0.774388 0.845482 2.03829 1.3885
threshold=37.364870866050005 293.55977308740006 96.357027853400012 113.1679565431 61.312976123050007 95.811270852950017 310.6261364962001 17.327266398450003 81.573196594050017 14.693728290050002 25.899318331850004 206.22726210890002 54.842324361600014 3.0476216663000004 85.667718326750006 20.869210126600006 284.29960850000003 186.70853236170004 187.52613723835003 186.96143535655003 22.794946695500006 195.37489133290003 26.912781836550003 14.351157895250003 125.02712973155002 160.67073594290002 18.939493156800005 13.005303866850001 273.29151239050003 202.86134752310002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 8 12 -8 -11 -12 14 -14 -7 -16 -9 18 19 20 21 22 -15 -24 -23 -26 -19 28 29 -28
right_child=4 -3 -4 -5 5 7 9 16 -10 10 11 -13 13 17 15 -17 -18 26 -20 -21 -22 24 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.050333903775424987 0.077634289215553209 -0.11409895576553669 -0.11054087774150077 -0.10234812465622117 -0.10571704111354563 0.074402571741756976 -0.11172631265950075 0.077330053207278135 -0.093249557067476035 0.05255272443804198 0.094021415079281356 -0.078089032534207153 -0.079229227604776784 -0.12634121351761818 0.050959554493356457 -0.12237191868502165 -0.025769525559145207 0.036235972853165606 0.033155180246618621 -0.16389671998365213 0.10601952438609451 0.095032227741588177 0.023627110387716387 -0.073411647554502094 -0.089536342449676218 0.020216313332017621 -0.081675471319217471 -0.00085698883329572294 -0.093395455956436932 0.020647638916716129
leaf_weight=3.6033265058649695 1.1376537929463655 1.2004010816453954 1.0533658266649579 0.54821022105170403 2.0047837404927105 3.0792981099802992 0.75972629577154283 3.1531916786916545 1.5381461858050887 3.4305035301949829 0.36114272556733329 1.6153970935847608 1.9997795701492567 1.0789763479988312 1.3727144692093136 0.77277109480928619 0.92981034168042231 5.2797335683426345 14.013330240595677 0.69952623033896166 0.86004193127155382 1.433875550981609 3.0348947946622502 1.748021677136421 1.1242379668110514 5.9974814169327146 1.6847907658666352 170.83707210840657 3.4330842264462262 6.2302715880796313
leaf_count=140 88 228 64 175 364 44 34 45 130 51 26 139 52 259 22 46 37 42 160 9 8 23 52 14 121 221 46 1824 81 88
internal_value=-2.31022e-05 -0.0200058 0.00169479 0.0301722 0.000511079 0.000143156 -0.0255433 0.00105456 0.000101635 0.000520733 0.0162922 -0.0466419 0.000740712 -0.000173484 0.0391394 -0.0114718 0.0538515 0.000553534 0.0135063 -0.00372761 0.0036062 -0.00250303 -0.032914 -0.0118378 0.0183332 0.00289071 -0.00151863 -0.00261276 -0.0290444 -0.00113274
internal_weight=246.016 6.4053 5.2049 4.15154 239.61 238.473 8.17155 230.301 226.218 6.16677 5.40704 1.97654 224.68 219.455 5.22478 2.14549 4.083 217.455 29.9904 15.9771 15.2775 14.4175 5.86189 4.78292 8.55559 7.12172 187.465 182.185 11.3481 7.91506
internal_count=4633 607 379 315 4026 3938 614 3324 3242 250 216 165 3112 3000 112 68 82 2948 867 707 698 690 325 66 365 342 2081 2039 215 134
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=15 2 6 9 16 19 15 2 16 9 9 10 5 17 8 15 17 16 17 6 5 17 9 6 5 15 16 12 16 2
split_gain=0.261113 1.17461 0.610898 0.81382 0.544946 0.350233 1.68413 2.22744 3.40785 1.83119 1.75792 1.27499 1.8267 1.25279 1.67015 0.979511 1.64736 0.92456 0.896881 0.846025 1.64711 3.31222 1.97524 1.32078 1.29907 1.3577 1.27269 1.59695 1.51969 1.30084
threshold=46.723315192750007 247.02271001585004 16.475384944750001 201.81004550795004 23.044946110900003 14.451165964200003 42.968808980200009 221.01224434660003 22.644947046300004 189.68479361675003 193.49750438550004 64.630533455950015 20.201591378100002 199.05253715360001 8.4434108459500017 44.483611103700007 190.92966541395 22.674946976100003 188.27285108100003 16.455384477450004 21.191508333600002 186.69708271700003 200.95377551580003 16.285380505300001 21.324133279950001 44.024213102900006 22.534947303500005 102.11013250220002 22.594947163200004 145.83272221200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 -2 15 7 9 -9 18 -11 12 -12 14 -8 19 -17 -14 -7 23 21 -21 -23 -1 -22 -26 27 -25 29 -28
right_child=1 2 -4 -5 -6 6 13 8 -10 10 11 -13 17 -15 -16 16 -18 -19 -20 20 24 22 -24 26 25 -27 28 -29 -30 -31
leaf_value=-0.00051634494909659815 -0.11324838985715478 0.032620635440280391 0.051606548783204212 -0.072642052766795071 -0.00097364677917019353 -0.0057528908218810338 0.059733815002503993 -0.1374725510668304 0.062510242985349504 -0.066268963457677396 0.10591585872494869 -0.059024162754758115 0.018940983261816115 0.099731457678728402 -0.060287168896501667 0.0099620228128690595 -0.0803027535016822 -0.039336341622566551 0.070532787157316812 0.01709971609388684 0.079738549876494327 -0.1775854317834378 -0.033235805072493969 -0.041198304109773265 -0.013432842586823751 0.11318723856533781 0.01802525401030108 0.075061407793331536 0.033938996417898812 -0.080319104746582826
leaf_weight=131.10769597622129 1.5151267188193736 1.4481283060158605 1.9337665024213491 1.4903950886800883 0.60489708930253971 2.1132479682564762 3.4364291504025442 2.6173507752828296 1.2634325297549365 4.0169552043080357 2.0157372280955377 2.5678669847547999 10.842521799728273 3.0832080468535423 1.749781362712383 4.0276171397417766 4.0599620267748833 3.6349507567938408 5.6929873488843441 3.3136376712063784 1.7889959774911428 2.322933178627864 1.6015070993453262 1.4138273168355242 22.524608455380079 0.87991635128855605 2.5249884612858287 7.1900537813198753 8.2046150639653188 2.8781213760375977
leaf_count=3009 84 27 26 36 5 25 32 46 25 32 15 25 75 20 36 33 53 56 56 21 8 22 26 11 623 5 23 116 43 19
internal_value=-3.37231e-05 -0.019079 0.00795694 -0.0207677 -0.0812135 0.000528478 0.00868927 -0.0009589 -0.0723659 0.0080138 -0.00614804 0.00652191 0.0167269 0.0492507 0.0192398 -0.00128332 -0.0353509 0.00430893 0.0498813 0.000199982 -0.0144737 -0.0565183 -0.118678 0.00330391 -0.00239436 -0.00867243 0.0258536 0.0559571 0.00681979 -0.0343607
internal_weight=243.865 6.99231 4.87229 2.93852 2.12002 236.873 43.0345 34.7651 3.88078 30.8843 23.078 19.0611 16.4932 8.26942 5.18621 193.838 8.08758 14.4775 7.80624 185.751 32.4316 7.23808 3.92444 153.319 25.1935 23.4045 22.2116 8.60388 13.6077 5.40311
internal_count=4633 178 89 63 89 4455 443 355 71 284 203 171 146 88 68 4012 86 131 81 3926 705 69 48 3221 636 628 212 127 85 42
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=7 7 15 17 6 7 7 18 17 2 4 6 8 9 10 16 5 13 7 18 2 10 16 18 10 17 6 17 16 5
split_gain=0.257449 0.753711 0.977172 0.861973 1.08251 0.687756 1.37686 0.968989 0.629803 0.566867 0.503823 0.630339 1.21069 0.708277 0.700068 0.819361 0.736338 0.704585 0.49006 0.565122 1.25308 0.663049 0.797203 1.54688 1.18957 0.634765 1.2855 0.542605 3.14293 2.7901
threshold=20.797746106000002 21.833224794850004 16.701926737050005 177.73379099395004 14.055328400500002 21.946499523750003 22.093462376800005 12.722397935550001 162.43086425485004 316.46407472665004 367.02491094405008 23.145540791850003 5.1459841250500009 72.978853106700015 67.923894665750012 19.304954856600002 30.922794813800003 104.92245545700001 22.172877373800002 12.899561312100003 86.916594916350007 60.87206898960001 22.694946929300002 13.405741979600002 61.821094709650005 172.68891404560003 11.755274660100001 179.88087463185005 18.554956610400005 16.546942136250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 -3 -7 -8 -9 10 11 12 13 14 15 17 -17 -1 -10 20 -20 -21 24 -24 -23 26 -26 28 29 -27
right_child=1 5 3 4 -6 6 7 8 18 -11 -12 -13 -14 -15 -16 16 -18 -19 19 21 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.036043190516803915 0.063205763380222588 0.067712761890422621 -0.11461262584898835 -0.086311401287984341 0.011518021108078813 -0.10524584173877655 0.090969105729772223 -0.10632991590000805 0.046215157616970926 -0.10406330744544906 0.07389757956949565 -0.12141579724890095 0.082891705827846884 -0.10110013046170011 -0.068521552609943553 0.020903844776717403 -0.10229204325570385 0.066948181006840829 0.018678152746013182 -0.11426932964472808 -0.084646688306229331 -0.16023873540750003 -0.016128909201736884 0.089771864293041112 -0.10478317990523978 -0.0017895362244934026 0.055932970187241443 4.9874401385756613e-05 0.10490229251809978 -0.17988744331885756
leaf_weight=0.83957161603029096 0.92366994512849387 1.5016713140066702 1.447469701990485 1.8497241248842327 2.9112566901021637 1.2405736835207779 1.1750021794578049 0.55652909331547462 2.2887108922004691 0.39151162304915565 1.4280343381105929 0.34995189309120256 2.0797291500493884 0.67277538545022242 1.0624684768263248 1.1028200524160636 0.86624387698248018 3.1809254864492686 2.2762562185525885 0.50252889486728136 2.4232717675622553 0.46383619797415931 2.6870261086150995 2.8340764977037907 0.56617419826215964 1.9658845365338486 4.1141802351921797 195.39794277137844 1.2132873274385927 1.5919493925757704
leaf_count=27 37 19 126 57 32 39 16 166 32 60 18 4 47 344 46 34 13 65 14 30 26 6 30 34 132 97 30 3007 11 34
internal_value=-1.39408e-05 -0.000758407 -0.0327585 -0.0470357 -0.0264904 0.000265963 -0.000191716 0.000400529 -8.56619e-05 0.0142816 0.0182819 0.0104607 0.0151677 -0.00306545 0.00628722 0.0195573 -0.0332933 0.0454412 0.000185164 -0.000302483 -0.0346004 0.000460206 0.000733666 0.0382318 -0.0002747 8.75035e-05 0.0364914 -0.000763693 -0.0340828 -0.0814793
internal_weight=241.905 229.931 7.13212 6.20845 4.76098 222.799 221.297 220.057 218.882 11.974 11.5825 10.1545 9.80453 7.7248 7.05203 5.98956 1.96906 4.0205 218.325 216.036 4.69953 211.337 210.834 5.5211 205.313 204.849 4.68035 200.169 4.77112 3.55783
internal_count=4633 3975 252 215 89 3723 3704 3665 3649 658 598 580 576 529 185 139 47 92 3483 3451 40 3411 3381 64 3317 3311 162 3149 142 131
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=12 2 15 13 17 2 4 17 8 12 17 12 2 12 7 18 3 7 4 3 8 17 13 2 13 2 16 7 3 17
split_gain=0.232041 0.75083 1.0804 2.06403 1.05502 0.70924 0.683018 0.642658 0.752523 1.21716 0.694661 0.634137 2.0709 1.58151 1.53828 1.60286 2.04765 1.46914 1.08657 1.50768 0.853133 0.799774 0.767316 0.736606 2.41518 1.37039 1.33154 1.04699 0.961072 0.804437
threshold=91.208648993800026 73.064159960350011 27.471913688500003 114.04170543550002 188.70679832985002 74.766480717350007 164.41789168470004 181.57898176000003 8.2435668022500028 74.22129117770001 188.85216786605002 114.82338089645002 85.298498744850022 115.07681969535001 23.365573965200003 14.414681958350002 83.17551763980002 22.580797808900005 191.03149642590003 93.82450029455002 7.943800736700001 166.68115439205005 117.60122400020002 103.92649527695001 104.09978726910002 96.242542698950004 22.614947116400003 22.721067571950005 92.913112988300014 172.68891404560003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -3 -7 -1 9 -9 -10 12 14 -13 17 -16 -17 -8 19 20 -14 -15 -21 24 -23 27 -27 -26 -29 -25
right_child=1 5 3 4 -6 6 11 8 10 -11 -12 13 18 21 15 16 -18 -19 -20 22 -22 23 -24 29 25 26 -28 28 -30 -31
leaf_value=0.011715812689221469 0.078314395570599021 -0.051917685145876968 -0.081619998589510384 -0.0015212543914254414 0.091634024873536238 0.049905812665514859 0.017387107063181986 0.016658734287936763 -0.049616449541416308 -0.12841797517727399 0.010045128106409972 0.1007715274985974 -0.024812482057994141 -0.051325895808152867 0.081706916242421823 0.02548808884325909 -0.12909207752186336 -0.098073721252875862 0.021838877166712557 -0.11252711318646423 -0.14230216179796171 -0.11370202811244222 0.046348061290930803 0.032150922504853643 0.061826091579666613 0.079367918868665011 -0.012485349820330678 0.0055330195054335563 -0.095546184798442402 -0.0020256099097173824
leaf_weight=7.4849972272058976 2.967962888767941 2.6361725109163663 1.9277628324925897 2.695917647331953 2.2143260389566422 2.7368498600844751 2.1021223401185152 0.91789362765848581 3.0983695527538639 1.5631039268628226 5.2726349923759699 1.5885786986909796 0.78169599454849903 2.9230561962613129 3.5028995843604189 4.3177535192080541 1.0691245421767233 2.3164042909629643 1.1983020490879424 0.42478894192026917 2.9520722720772028 1.2088053381594352 1.0690061729401348 7.1977074676105977 1.6568384612910438 6.7870023818686587 2.0563858821988106 2.4862239412032072 1.5131619516760109 159.59181658057059
leaf_count=118 17 35 17 20 32 57 21 6 45 80 41 18 70 387 22 95 14 29 20 62 41 41 16 213 9 93 20 75 10 2909
internal_value=-1.44798e-05 0.000878836 0.0279316 0.00606353 0.0404881 -0.00037179 0.00027688 -0.0108258 -0.0263735 -0.074744 -0.0120375 -0.000380102 -0.0174291 0.00141899 0.00508091 0.0290499 -0.00519117 -0.043143 -0.0640484 -0.0837361 -0.117705 0.000567794 0.0011689 0.00139897 0.0221007 0.0334223 0.0580089 -0.00501831 -0.0327102 -0.000550741
internal_weight=240.26 221.923 9.80597 6.83801 4.91024 212.117 209.481 18.337 10.852 2.481 8.371 206.744 19.7342 187.01 13.3083 8.88978 5.38688 4.41853 6.42587 5.22756 3.73377 185.421 1.4938 182.498 15.7084 14.4996 8.84339 5.65622 3.99939 166.79
internal_count=4633 4343 86 69 52 4257 4222 290 172 86 86 4165 390 3775 181 131 109 50 209 189 111 3757 78 3370 248 207 113 94 85 3122
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=19 3 15 15 15 16 18 16 17 18 7 13 10 3 10 13 5 13 17 15 15 17 4 13 9 5 12 15 4 15
split_gain=0.236283 0.36931 0.311422 0.282363 2.06487 1.69258 3.22236 1.29769 1.29244 1.45235 1.07876 4.30169 1.43375 1.06279 1.01636 1.08181 2.97148 2.41771 1.03472 1.89169 1.16036 0.826641 1.10018 3.59737 0.73441 1.35362 1.20124 1.35184 1.68656 1.39941
threshold=14.651182102100002 93.883646373400012 39.324897478350003 28.579157549250002 28.298162031900002 18.684956306450005 14.032563378150002 18.734956189500004 200.37850214585004 15.192788671300002 25.221560561650005 109.51703040195001 69.545034918450014 84.850427055100013 67.254468591300011 113.19215266625001 19.426367441400004 113.89115178020002 204.55825889135002 42.80317728375001 32.99104187950001 202.72018094520004 371.16724128940001 117.55283175385001 205.73475031020004 18.057701168700003 104.24845815275002 23.884857921950005 191.03149642590003 22.853312863800003
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 6 13 -7 -8 -10 11 -9 14 -5 15 16 -13 -17 21 20 -20 22 -19 -24 -1 26 -26 29 -29 -28
right_child=1 -3 -4 5 -6 7 8 10 9 -11 -12 12 -14 -15 -16 17 -18 18 19 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0061408817510416897 0.056551684964404408 -0.014622777113196296 0.0089990321681214357 0.12099352171952012 0.070757875813896379 0.076141705907041904 -0.12215353962996958 -0.1063818512396551 0.10833715073827099 -0.077532526625801262 0.029197162256647154 -0.074854414392507798 0.056028756897795774 -0.013309734749424732 -0.054754957358641498 -0.10102847614304661 0.077173761288893472 0.0013690653719683702 -0.010485575347878109 0.057549667290080778 -0.13698187997251568 0.062170082030947885 -0.16163370216474385 0.031088370951117158 0.036850687713320056 -0.13975339682102481 -0.029827549792020975 -0.12691412095722476 0.028957489216567447 -0.13305075035794334
leaf_weight=59.245495117113023 2.596283055841921 2.5584516571834683 2.9330710209906101 1.1307071894407257 4.389752263959962 2.1659482568502417 3.7757351904874668 4.0075840111821881 0.59372733533382449 1.439981941191945 10.312120512127875 1.7383111137896765 4.2431989749893537 1.2303511277714276 3.6954093370586625 2.5032213330268851 4.9372480222955346 92.746960031567141 1.146729534491896 1.1936379252001641 1.9725953750312326 2.1285700853914014 1.7114241121598746 2.2313293907791376 4.3034895204036792 0.83990501880179991 8.3582809687941353 0.78203921439126034 6.1784949819557369 1.5582317470107216
leaf_count=2195 20 37 23 3 35 15 206 99 3 67 86 28 23 40 31 23 41 866 13 26 45 18 52 43 131 31 287 10 101 35
internal_value=-8.56206e-06 0.0167916 0.0313272 -0.000597894 0.00395382 -0.00328849 -0.0475013 -0.000646569 -0.0875371 -0.0232692 -0.00188252 -0.00446184 -0.00106511 0.0510079 -0.00315346 -0.00145558 0.0375857 -0.0039228 -0.00156583 -0.0495113 -0.0904792 0.000526771 -0.000830272 -0.0525662 0.000345255 -0.0152477 -0.0103105 -0.0223362 0.0114448 -0.0460475
internal_weight=238.648 8.08781 5.52935 230.56 85.6557 144.905 8.1705 136.734 5.80944 2.03371 134.568 124.256 120.249 2.36106 116.005 112.31 6.67556 105.634 103.131 4.31296 3.11932 98.8183 96.6897 3.94275 81.2659 22.0204 21.1805 16.877 6.96053 9.91651
internal_count=4633 80 43 4553 2825 1728 319 1409 276 70 1394 1308 1209 43 1186 1155 69 1086 1063 84 58 979 961 95 2790 595 564 433 111 322
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=17 6 13 16 13 16 17 9 9 17 0 12 2 3 18 7 2 17 16 10 3 12 6 18 17 5 2 6 7 18
split_gain=0.256494 0.442419 0.469566 0.70123 0.967463 0.655913 0.562178 0.732007 0.440877 0.345587 0.344017 1.39391 1.34595 1.48596 1.60525 2.96848 1.43352 1.42167 1.19903 1.4511 1.59392 1.23863 1.17729 1.23469 1.22469 1.04139 1.75438 1.1242 0.946684 0.768911
threshold=158.19986339130003 22.560527123150003 118.84598011460001 22.834946602000002 117.97223122220002 22.704946905950003 162.43086425485004 227.40597858270002 43.730860148300003 188.85216786605002 86.345209775600011 323.50112601465008 289.38090566025011 93.345954747300013 13.405741979600002 23.822419043000004 163.12111328040001 192.80507188075003 22.614947116400003 62.079186690200011 93.394346993650018 102.11013250220002 16.395383075500003 13.122774073950001 187.63270803470002 25.361845021250002 154.46567853970001 16.445384243750002 22.435297587800004 12.899561312100003
decision_type=2 2 2 2 2 2 2 2 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 10 -4 -8 -1 -7 11 12 13 -2 17 16 -16 18 19 20 -15 -21 -20 24 -24 26 27 -22 -26 -12
right_child=1 -3 6 -5 -6 9 7 -9 -10 -11 29 -13 -14 14 15 -17 -18 -19 22 21 25 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.070758098418421317 -0.087479529457027264 0.060008747973809208 0.055181954537751543 0.063277553317787047 -0.084187923450809166 0.0075208338334446434 -0.09768687503153721 0.039065782851618186 -0.10938489058801881 0.058418463114956132 -0.057234877483718652 -0.1134777100752432 0.085695984995847851 0.13532979645371643 -0.012034892411825164 0.067266175517492588 -0.13936434622189642 0.054500539438140219 -0.088200858621400147 -0.02959776090487809 -0.084422138040275541 0.086560599808564745 -0.022895170958278567 -0.057078122036090445 -0.014011382844884618 0.016717899925565771 -0.12978571630695576 0.044656637906931369 0.064793002298912369 0.0024392513634708224
leaf_weight=0.18591757750254956 2.244595067575573 1.2286681253463019 0.48190128291025702 1.7557432539761055 1.3621173341525707 2.4810633801389477 1.6098919120559005 0.51716023311018933 0.50455521328694886 2.8854925474151969 2.1872094853315494 1.2144904279994069 1.5827718785731111 0.75266696512699027 1.2985325078479935 1.4650419903919099 2.7710029982554261 4.6728107862872994 2.2237178620416698 1.1886200059670944 1.0620924641116274 4.0320260545413475 8.260139586520383 4.5211115413112557 2.444072669139131 4.8080679457634687 1.7203600969514807 1.8500526839052325 4.051297128375154 168.94875074624724
leaf_count=32 19 13 15 16 39 21 108 7 218 31 28 100 13 2 15 19 56 54 31 36 14 68 76 38 37 276 33 41 27 3150
internal_value=-1.96065e-05 0.000158739 -0.00015499 0.000319872 -0.000160667 0.000339867 -0.0423426 -0.0644376 -0.0608794 0.0348875 -0.000490417 -0.00759983 -0.00507598 -0.0079863 -0.00419971 -0.0547935 -0.0987353 0.00253353 -0.00404475 0.0172408 -0.00471745 0.060114 -0.0193047 -0.0113569 0.00265213 -0.015883 -0.0497194 -0.00241986 0.0351405 0.00167658
internal_weight=236.312 235.621 234.393 231.784 230.028 228.666 2.60895 2.12705 0.690473 5.36656 223.299 52.1635 50.949 49.3662 47.1216 5.53458 4.06954 41.587 36.9142 15.4139 10.1932 5.22065 21.5003 19.2766 14.7555 9.44057 4.63251 2.91215 6.49537 171.136
internal_count=4633 4383 4370 4240 4224 4185 130 115 250 52 4133 955 855 842 823 90 71 733 679 470 366 104 209 178 140 364 88 55 64 3178
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=17 18 12 2 15 19 15 5 15 7 18 19 17 15 15 6 6 16 3 5 10 5 16 8 9 6 3 3 17 18
split_gain=0.234222 0.478074 0.62812 0.465179 0.503755 0.455229 0.356305 1.1726 0.487176 0.685815 0.99852 0.943422 0.732274 0.723239 0.860574 0.702752 1.96539 1.19266 1.15803 1.0826 1.4958 1.00263 1.86095 1.25021 1.1073 1.17907 0.878703 1.31763 1.41193 1.17671
threshold=236.15709471040003 18.486194703750005 373.75708690635008 319.32263744460005 13.824550858100002 13.751109481500002 11.870705757150002 1.6209823962500003 12.38011581135 26.916951347750004 16.922055371600006 11.850956171350001 189.72816303425 16.223386011700004 17.480288512750004 13.665319288000001 13.775321858200002 15.839962959300001 81.699554126200013 16.222050829800004 75.629015667650023 15.332427622700001 18.874955862150003 2.8477776226000002 210.85023439230002 5.0851188130000002 84.049266532200008 82.912048743050008 208.35751021765003 15.917243450850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -2 7 -1 -8 10 13 12 -11 -10 -15 21 17 -17 -18 -20 -21 24 23 -23 25 -16 27 28 29 -27
right_child=3 2 -4 4 -6 -7 8 -9 9 11 -12 -13 -14 14 15 16 18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.074210139064467828 0.06622922668585314 -0.11830281517935802 0.032037930065692992 0.054334583354671263 -0.10489790374133448 -0.034493850534907992 0.051807457412203342 -0.095551728259414423 -0.05434382978782093 -0.11668270211610482 0.054222331347299757 -0.10557736616877184 0.010038921380009004 0.044954219193999848 -0.10361300659510342 0.099373865944448761 -0.083176703910509769 0.010587832744871156 0.076970807940540897 0.00086164255996256127 -0.087883964688916835 -0.018911447755178935 0.0087203896582592321 -0.1152989558012914 -0.118872724377662 -0.0088268387328441864 -0.056470772355136103 0.11227110756330337 -0.11097408784716656 0.053664353035342005
leaf_weight=0.58863414137158443 2.1635501912096515 0.76095343825727357 0.4377771197760012 0.33403369822190132 0.49031976313563064 0.56613140646368254 1.8200939942034882 1.317751780770777 2.4354469628233337 0.5377443680481514 3.4301049519563085 1.4256327951443379 3.0000787524622865 4.2605004715151145 0.95980422996218351 3.2269244333729139 1.6620840928517271 2.8484845533967018 1.840916622430085 171.50600315170595 1.9205083608976554 2.1881165881641191 4.349201301112771 3.4951808627229184 0.76447444618679483 7.0884876553318463 1.7529632500372816 1.3579472582787264 0.91555657424032766 5.2412217960227281
leaf_count=24 90 314 33 15 31 19 50 196 171 38 84 124 103 83 207 33 36 24 10 2349 18 51 44 119 25 203 34 6 30 69
internal_value=-1.85924e-05 -0.000410334 -0.0633983 0.0254579 -0.0403758 0.0453394 -8.19548e-05 -0.0431344 0.000277978 -0.000136635 0.000688085 -0.0368982 -0.0092226 -0.000154965 0.000457789 -0.000440179 0.00182113 0.0577461 -9.92195e-05 0.000688615 -0.000121118 -0.0151605 -0.0405128 -0.078189 -0.00109298 0.00410682 0.010428 0.0184585 0.0088405 0.0177375
internal_weight=234.687 231.133 1.19873 3.55404 0.824353 2.72968 229.934 1.90639 228.027 226.207 221.244 4.96346 3.53782 217.814 215.378 211.118 183.005 6.07541 176.93 175.267 173.427 28.113 10.0325 5.6833 18.0805 17.316 16.3562 14.6032 13.2453 12.3297
internal_count=4633 4478 347 155 46 109 4131 220 3911 3861 3596 265 141 3512 3341 3258 2470 57 2413 2377 2367 788 214 170 574 549 342 308 302 272
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=16 16 14 15 10 0 12 5 15 9 12 15 16 19 15 16 2 0 3 16 13 10 2 0 3 9 17 7 15 0
split_gain=0.235411 1.31255 0.82826 1.03244 0.924678 1.03585 0.844672 0.778752 0.75478 0.721364 1.09078 0.756595 0.635455 0.633879 0.949311 0.927231 0.997146 1.85564 1.05051 0.690954 0.585642 1.73487 4.39682 1.53742 1.48293 1.59785 1.08074 0.817794 0.805937 1.91176
threshold=13.534968349350001 12.919969787500003 354.56833066625006 18.019770707250004 83.75622459600001 99.403050915200012 183.01001782225003 23.636018850950002 6.8054746905500005 37.364870866050005 293.55977308740006 10.623212892000003 12.604970524100002 11.950964240300001 21.132409465200002 14.969964993700001 158.58656282205001 98.752444047600008 81.93344998355002 14.184966829400002 104.19926021995002 73.007768990450018 85.298498744850022 95.746747857800017 81.075831839950027 202.38851837455002 192.19686994285004 24.414825394400005 28.579157549250002 92.168410086200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 10 -4 -11 -7 14 -2 16 18 -18 -15 -19 23 28 -23 -17 26 -26 -25 -28 29 -22
right_child=13 -3 7 -5 8 6 -8 -9 -10 11 -12 -13 -14 15 -16 20 17 19 -20 -21 21 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.068770989613985131 0.043498489131079898 -0.12264152542155522 0.068751825257850521 -0.10811930980902074 0.081632739316002928 -0.080172705540117142 0.081265549585025909 -0.11068696860858554 -0.10561590706256829 -0.057717607157400513 -0.11818098432868769 0.066287356252844043 0.032441544239117666 -0.12840880352967163 -0.026151559802106719 -0.1052596190688186 0.087596357051764176 0.045101758076004334 -0.014246634702088201 -0.099827287372076329 -0.022326519798384594 0.0090270884059920169 -0.13765615054983293 -0.11021473690058343 0.0830154324905093 0.0012148341006422124 0.074751413392488655 -0.0082263562050018443 -0.0014507916519378283 0.038995710686580767
leaf_weight=1.2797144403593828 7.4720112433424202 1.0015846390451759 0.56597139738732838 1.2657744959287809 0.25542563150884223 0.79542271618265692 1.9827260011807082 0.40584737687458972 1.3693043499588382 0.56088602636009444 0.6960481734276982 4.0074838206055574 1.3540281718596814 1.7787066044984379 2.6512329484685324 0.98027203307720157 1.4148739066440614 0.43202534760348488 1.4740042634075505 1.3788594934158025 7.6016906718577983 5.633357708109541 3.2067809314467013 0.88919974118471401 5.9307248229160887 3.9974603755399585 1.4258101411396618 7.1133330957090948 148.44364814073197 15.349316368810831
leaf_count=104 172 94 54 96 38 101 29 17 390 99 136 97 8 70 45 131 15 21 33 56 498 26 88 36 50 40 30 203 1729 127
internal_value=-2.6414e-05 -0.0119163 -0.00428829 -0.0249745 -0.0100181 0.00984419 0.0341909 0.0232516 -0.0761783 0.0325749 -0.0343482 0.0510625 -0.00923232 0.000824387 0.0252574 -0.000370212 -0.0376055 0.00179031 -0.0766749 -0.0652514 0.000832489 -0.000982623 -0.0441826 0.0169189 0.0231064 0.0500794 -0.00529663 0.00562873 0.00124553 0.0186849
internal_weight=232.714 15.5402 14.5386 8.3024 7.03662 5.41189 4.13218 6.23624 1.62473 5.83039 1.26202 4.56837 2.14945 217.173 10.1232 207.05 6.47847 3.22576 3.25271 1.81088 200.572 180.235 8.84014 20.3368 19.3565 9.92819 9.42834 8.53914 171.395 22.951
internal_count=4633 1263 1169 766 670 242 138 403 428 386 190 196 109 3370 217 3153 195 92 103 77 2958 2468 114 490 359 90 269 233 2354 625
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=12 17 8 2 15 8 4 2 14 0 7 7 17 6 5 19 17 18 12 2 12 3 8 7 7 18 0 2 13 15
split_gain=0.250366 0.61513 1.28757 0.58965 0.814278 1.88269 2.23313 0.59496 0.607414 0.508055 1.8647 0.709917 0.488696 0.456435 0.852533 0.671184 0.452931 0.570302 0.444342 2.22851 1.41406 0.965473 1.36382 0.740751 1.42549 1.30279 1.10325 0.611912 1.88391 1.07266
threshold=91.208648993800026 183.32030055335002 8.2435668022500028 73.064159960350011 27.471913688500003 8.3434888241000014 158.55438663830003 74.766480717350007 162.62753922915002 92.168410086200012 21.115414688150004 23.781511574300001 166.68115439205005 16.445384243750002 30.359384049000003 10.650859343850001 188.85216786605002 13.934548574650002 114.82338089645002 85.298498744850022 115.07681969535001 93.82450029455002 7.943800736700001 23.365573965200003 22.580797808900005 14.414681958350002 97.615226258450022 103.92649527695001 104.09978726910002 30.505324983850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -2 6 -6 -5 -9 10 -1 -11 13 14 15 -10 -4 -18 19 23 -20 22 -21 24 -14 -25 -27 28 -22 -30
right_child=3 2 16 7 5 -7 -8 8 12 11 -12 -13 18 -15 -16 -17 17 -19 20 21 27 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.026449267761530022 0.070573618278264361 -0.10875924763456674 -0.047271311466805591 -0.048365915863145217 0.042466985045364315 0.066474676667085883 -0.11163833815027116 0.077848079453731636 -0.0015063331680467357 0.066111329846248734 -0.13959381723668501 -0.0064646443690681002 0.025124936328464055 -0.11031178417083827 0.10436468749061559 -0.11039895664697873 0.037686421344465905 -0.029502678735320205 0.09971981928984712 -0.0061109900538980251 -0.10675451721922952 0.0025534990034871323 -0.13590686463911969 0.076006938709653915 -0.07310187237659066 -0.065142487441679151 0.031099702526067464 -0.00038463154592427245 0.082266090155940386 0.015653725868056242
leaf_weight=2.2301180291542573 2.7978664852562343 1.6743501117452959 2.4267065450549126 2.5350583657855159 1.7514248192310335 2.9341500736773014 2.0304756760597229 1.0071653176564712 1.470849207864376 2.4569568559527397 0.97075258714903601 2.9855328749690671 3.2012288220576037 0.6823873854955308 0.4665687046945094 0.92014053574530397 2.6192396730184555 2.440295291133225 1.4754477387759823 1.1699785336968482 1.0735989810054878 1.3494384380755944 2.6276727188378572 3.2007826669141632 2.743672058917582 1.92307080514729 3.1292031090706587 160.56199186811136 3.1275348579511038 10.64702100260183
leaf_count=58 17 80 39 35 25 21 23 41 267 14 18 40 27 163 5 120 20 21 18 24 41 42 41 22 31 18 33 3122 21 186
internal_value=-3.81286e-05 -0.0114297 -0.029485 0.00091483 0.0252473 0.00636467 -0.0402711 -0.000223797 0.000384055 0.00770605 -0.0239079 0.026299 -6.48845e-06 -0.0368311 -0.0192839 -0.0434122 -0.0117548 0.00528004 0.000657818 -0.0137314 0.00223149 -0.0701023 -0.0959194 0.00670438 -0.0202084 0.0260904 -0.00553342 0.00141147 0.0208338 0.0307782
internal_weight=230.631 17.804 9.16059 212.827 9.51392 6.71605 3.7819 203.313 200.778 8.64336 3.20087 5.44249 199.771 3.53995 2.85756 2.39099 7.48624 5.05953 196.231 19.345 176.886 5.14709 3.79765 14.198 5.9449 8.25306 5.05227 175.41 14.8482 13.7746
internal_count=4633 290 160 4343 86 69 48 4257 4222 130 76 54 4181 555 392 387 80 41 3626 238 3388 107 65 131 58 73 51 3370 248 207
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=9 7 2 15 17 18 2 16 3 6 18 19 9 17 10 5 2 3 15 5 6 15 2 19 0 5 8 18 17 5
split_gain=0.2221 0.744168 1.21996 1.53158 1.53891 2.6573 1.74628 1.68378 1.12967 1.35619 1.2009 1.00898 0.936905 1.12516 1.52008 0.888917 2.03738 1.64786 1.45977 1.0883 1.50254 1.52636 0.98763 0.965002 0.879486 1.90103 3.58495 1.3101 0.97855 1.69814
threshold=186.70853236170004 23.109894804950002 108.63443756215001 37.491361913600009 191.06791329340004 13.258241318650002 187.91736117530004 22.704946905950003 93.883646373400012 16.555386813950005 13.405741979600002 14.351157895250003 190.36745536595001 172.68891404560003 62.165217350350012 21.869642762900003 158.58656282205001 93.216908757050007 38.469938489650012 22.327062271350005 15.975373262050001 41.195083317300011 229.44804549725004 14.351157895250003 86.866770652900016 20.911722254300006 8.4434108459500017 13.845746551550002 179.88087463185005 16.546942136250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 7 -6 -5 10 -10 11 -2 13 -3 -15 17 -17 18 24 -18 23 -22 -20 -21 -14 27 -27 -26 29 -29
right_child=1 12 3 4 6 -7 -8 -9 9 -11 -12 -13 15 14 -16 16 19 -19 22 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.006102468277651203 0.0052128979987087045 0.047420133719896673 -0.11527839551677399 -0.045895610787849872 -0.1141563762389511 0.093238520026994273 0.0021757113241452678 0.056225285359108305 -0.1319220501582252 -0.007719525968631436 -0.031210394833332405 0.066796116067114636 0.037397006652286374 0.023644307759399255 -0.13184243550519412 0.10325615118188419 0.048365385199827415 -0.078854046358983632 -0.13458483486713754 -0.13537167915023054 -0.065411372123401326 0.017718430323748546 -0.017118095069692172 -0.009911119250056423 0.046645900453169173 0.0349574358375132 -0.13330000160158986 -0.010618042588033528 0.0024167254062901454 -0.16474658591248134
leaf_weight=46.906831339085329 5.4802311472594756 0.93401417952554711 1.9604770017322177 7.9517538390937279 3.1765597495250395 2.3401888981461516 2.1731374929659069 2.0259137491229922 1.1645824015140522 3.586902152033872 3.6715965964831403 5.1706184856593609 6.7409014850854865 0.94991214573383365 1.8596958214184267 2.5344447796232989 6.0349670543801066 2.6864708364009848 1.2916181059554213 1.238384480413518 2.4677899531088796 21.041111771948636 1.605386991635896 1.2141565047204492 6.5011872276663771 2.2643635063432148 2.872894718311727 2.8177780688201888 77.456365240883315 0.95782867679372419
leaf_count=2022 35 22 22 111 43 11 31 22 14 80 32 43 80 6 49 15 46 17 20 34 42 197 34 26 47 39 24 223 1225 21
internal_value=-3.37937e-05 -0.00161381 -0.0139196 -0.0314216 -0.0221165 -0.00266664 -0.0669003 -0.0251605 0.00409092 -0.0381614 0.0181082 0.0351094 0.00170577 -0.0476639 -0.0792733 0.00302852 0.01695 -0.0015413 0.000484857 0.0101137 0.00122174 0.00899208 -0.0694902 -0.0732611 0.00251995 -1.1568e-05 -0.0591367 0.00345053 -6.49407e-06 -0.0497187
internal_weight=229.078 182.171 38.702 19.628 17.6676 12.3179 5.3497 9.97767 19.0739 4.75148 14.3224 10.6508 143.469 3.74362 2.80961 139.726 34.5309 105.195 102.508 31.9964 25.9614 23.5089 2.89701 2.45254 99.6113 92.8704 5.13726 87.7332 81.232 3.77561
internal_count=4633 2611 444 240 218 144 74 133 204 94 110 78 2167 77 55 2090 360 1730 1713 345 299 239 54 60 1659 1579 63 1516 1469 244
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=15 2 16 2 10 15 6 17 17 18 2 16 16 17 6 16 17 6 6 10 0 7 6 4 15 13 16 17 17 18
split_gain=0.25088 0.995637 0.470989 0.43963 0.886252 0.317571 1.07185 1.37515 1.30986 0.953009 0.788447 3.54308 2.20598 1.16921 0.75232 1.19245 2.00078 0.730918 1.23423 0.877524 1.58523 1.11224 1.35859 0.877138 0.975411 0.891772 0.871291 0.830009 0.704762 0.692402
threshold=46.723315192750007 247.02271001585004 23.044946110900003 282.08781659895004 61.987779113750001 41.29990759910001 16.245379570700006 199.89028782265004 205.96542837505004 13.713893333650001 200.24623605120004 22.594947163200004 22.644947046300004 192.80507188075003 16.565387047600002 22.644947046300004 187.81654873955003 16.455384477450004 16.565387047600002 64.953148431650007 88.350799540950007 22.626138143200006 16.605387982250004 278.29044475435006 40.42701969085001 117.66037007905001 19.284954903400003 188.85216786605002 185.31329674715002 13.037923179150001
decision_type=2 2 2 2 2 2 2 2 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 17 8 10 9 -7 13 -12 -13 14 15 16 -8 -1 23 20 21 27 -23 24 28 -25 -21 29 -19 -20
right_child=1 3 -4 4 -6 6 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 19 26 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019686467712724345 -0.11201130486947092 0.042466093908362035 -0.0019973323728662978 0.018869507836612887 -0.10572313759779961 -0.011277169983195567 0.050021556924721725 0.085135963819274851 0.041008407637431944 -0.119997741459589 0.055212916719592643 -0.16069371233077961 -0.020250585871251087 0.059672309000168067 -0.035792915702756382 0.050929970350945555 -0.071716381463301004 0.012919888416043865 0.013444317975226359 0.022813616368653897 0.10463072615632663 0.029484220185320799 -0.098966223568161774 -0.11037111418400231 0.034398231379503888 0.014606010253885839 -0.15602393098044631 0.08474798046624421 -0.042365555145381241 -0.11164517288724114
leaf_weight=148.97873689583503 1.3508282359398425 1.9093504264019427 0.5466196248307823 1.8058284213766458 0.83485886242124241 1.4721524789929383 2.5242615118622869 2.6294892742298535 1.5444611692801116 1.7824616805883122 3.8789001852273923 1.8039142265915868 2.9430991094559431 5.5106928750174111 3.3770137396641067 5.5185622163116932 2.9022419033572078 2.8681297856383088 7.4171035384715633 0.48046492207504232 1.6933989450335492 1.3800705373287194 2.0413918646518141 2.3075418863445516 2.6511205844581118 0.75865251570940007 0.62915691733360291 1.6110812362967406 11.760486315935848 0.47057789447717358
leaf_count=3301 84 14 5 26 49 10 12 20 29 34 19 35 37 39 30 32 30 28 413 37 15 7 43 80 15 3 7 18 81 80
internal_value=-2.15957e-05 -0.0194659 -0.0803183 0.00591069 -0.0205207 0.000545841 0.00915498 0.0159451 -0.0348311 -0.0708204 0.0095521 -0.0156867 -0.0736204 0.0205293 0.00546822 0.018199 -0.0150872 -0.00112377 -0.0138966 0.00714589 0.0136557 0.00173197 -0.0471548 -0.0301581 -0.0214118 -0.0794487 -0.0785875 0.019341 -0.0315261 0.0059815
internal_weight=227.383 6.44749 1.89745 4.55004 2.64069 220.935 35.8873 31.0882 4.79908 3.25461 28.4587 8.62591 4.74701 19.8328 14.3221 10.9451 5.4265 185.048 36.0692 15.7232 14.6136 12.9202 3.42146 20.3459 17.2797 3.06619 1.10962 9.49876 14.6286 7.88768
internal_count=4633 178 89 89 75 4455 327 254 73 44 234 91 72 143 104 74 42 4128 827 620 576 561 50 207 124 83 44 511 109 493
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=9 9 9 17 9 9 4 2 12 18 19 17 12 17 17 2 7 2 2 2 7 9 17 17 17 12 12 7 6 18
split_gain=0.257348 0.480209 0.81815 0.478464 0.452163 0.616264 0.451079 0.449865 0.436068 0.410037 0.52756 0.35865 1.28803 0.832364 1.0175 0.794857 0.70034 0.90818 0.569984 1.37058 0.56983 0.5086 0.473442 2.05899 1.0702 1.39258 1.07284 1.67011 1.00396 2.74701
threshold=233.77854820110002 223.65407503400004 219.87257840710004 253.00163930250002 216.07042296730003 217.47560379410001 267.06082587310004 349.18346353035002 185.45355711640005 16.622853636350005 14.251149826300002 216.68129631285004 195.51336019310003 208.35751021765003 209.54662559615002 355.90084126225003 26.459406588900006 314.93386866815007 340.55256999290003 325.13486840910008 27.014969757650004 201.81004550795004 205.28496454895003 205.96542837505004 201.39543491635001 104.24845815275002 157.18216850795002 23.960918281000001 16.245379570700006 16.115468395400004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -6 -4 8 -3 10 -7 13 20 15 -15 18 -14 -18 19 22 -13 -16 24 -24 -1 -26 -27 -28 29 -25
right_child=3 7 6 -5 5 9 -8 -9 -10 -11 -12 12 16 14 21 -17 17 -19 -20 -21 -22 -23 23 28 25 26 27 -29 -30 -31
leaf_value=0.0021308888135230168 -0.093761857711271712 -0.057539564339001939 -0.022372772598981291 0.069683521028509152 0.073301182865644576 -0.062053740163237982 -0.09599568431863742 0.093825448619694593 0.031387155361266857 0.05333643221914644 0.020523642911844119 -0.11209111498421116 0.084631641829517143 -0.10699115623231165 -0.081700691097504691 -0.073405331533535775 0.048641239688952183 -0.10477175692488089 0.057826834763158433 -0.11020257868011507 0.03481849188738223 -0.0022617937680353708 0.10285747671444632 -0.14556128356010564 -0.12315511955972303 0.013847397003983283 -0.15334619922672835 -0.022084822029555778 0.046380569242054713 0.064483489329860519
leaf_weight=170.17604111693799 0.70323166143498284 0.66227091659675297 2.5132215318735684 0.24030589300673455 1.9526370612438757 1.3078387862187812 1.2441823707777073 0.92913799989037205 3.2947593845019583 1.3028861579077782 1.8941601272672413 0.84164277045056113 2.4954448258504272 1.5206962302909222 0.96341965673491348 1.4614413921153744 1.3131664359243584 0.5464517407817765 1.7262013682702662 1.1198124801449001 0.38470851362217218 4.9310132091632113 2.3181253320071837 1.4305414428235965 1.326997686177491 6.5355074570688867 1.1322084364946929 6.738064384117024 1.6348850354552267 1.1024981347436549
leaf_count=3204 51 23 33 30 31 36 57 18 73 28 30 32 25 53 74 113 52 48 66 84 38 66 22 35 22 60 21 146 29 33
internal_value=-1.85846e-05 0.000200158 -0.000488771 -0.0521346 0.000315403 0.0263786 -0.0467514 0.0312071 0.0165039 0.00604013 -0.0132046 -0.000487196 0.0245223 -0.00117106 -0.0340609 6.87967e-05 0.0500142 0.00356059 0.000618774 0.000108464 -0.0660053 -0.0152457 0.000750516 0.0273086 -0.000176051 -0.0251294 -0.0160997 -0.0409679 -0.0147103 -0.0541399
internal_weight=225.743 224.8 219.914 0.943538 216.156 6.45752 3.7574 4.88617 3.95703 4.50489 3.202 209.699 5.58141 204.117 7.41513 196.702 4.35506 1.85962 195.241 193.515 1.22635 5.89443 192.395 6.48605 185.909 15.7328 14.4058 7.87027 4.16792 2.53304
internal_count=4633 4552 4438 81 4348 125 90 114 96 94 66 4223 195 4028 193 3835 125 100 3722 3656 70 140 3572 119 3453 249 227 167 97 68
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=16 16 6 12 16 8 15 5 9 8 3 10 6 19 6 10 9 16 15 19 9 16 16 18 17 13 15 6 4 5
split_gain=0.233194 1.15978 0.736452 0.561415 0.96363 1.21214 0.690815 0.597552 0.647259 0.72581 0.812266 0.930133 0.696447 0.544147 0.820393 1.23703 0.811304 0.765062 0.870231 0.934104 1.3648 0.96581 1.0638 0.488888 1.45834 1.20517 1.20113 1.08967 0.876231 2.60994
threshold=13.534968349350001 12.919969787500003 13.500315432750002 234.58875745590004 12.604970524100002 8.0437227585500022 6.8054746905500005 23.636018850950002 72.978853106700015 1.6487133604500002 69.364908223700013 90.937096262400004 13.185308072600002 11.950964240300001 11.085259005300001 84.232081685100013 209.48385303980004 14.969964993700001 23.116804452750003 12.250988447150002 210.25104900155003 14.594965870600001 14.334966478600002 15.502113896900001 199.59317753375004 108.34217419895002 19.198394745150004 14.195331671650001 309.77412212245002 21.363989181350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 -5 -10 14 15 -2 -16 18 19 21 -21 22 -15 28 -25 26 -26 -28 -19 -30
right_child=13 -3 -4 7 -6 -7 -8 -9 12 -11 -12 -13 -14 17 16 -17 -18 23 -20 20 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.069036244851011841 -0.11376507043346623 -0.1219640506112924 -0.12097579853360377 0.065356640591014079 0.025577407000541737 0.048985429465574853 -0.10493414149768117 -0.10881225099225754 -0.11067658073118014 0.063253712639545281 -0.12479196897311812 -0.10210172880529796 0.10754498402044457 0.051217614730088817 0.058172926066492527 0.030546219396204173 -0.020876256166179812 0.0019971468268885845 -0.13207382474492133 -0.12280007546440511 0.017610223619228083 0.093411804009813054 -0.12691306788762244 0.083120343314853795 0.073629571434050231 0.080580032509842456 -0.0083673212144274502 -0.11198834344405058 -0.077672777388083689 3.5044629059557684e-05
leaf_weight=0.25165394048235157 0.97621121711563175 0.90397933812346387 0.52640639908349918 1.301945395069197 2.4256357015110552 0.83636715300963249 2.454303775644803 0.3501870878972112 0.61609822067839548 3.7615241986932233 0.47493259038310487 0.44507952197454859 0.19177153706550598 0.71344525029417061 5.7534972509311046 1.5170828986447302 1.6767100952565668 153.43027165489184 0.80557301803491999 1.5467758995946499 1.2530813498306086 1.1133132916875181 0.63246517168590799 2.7893090834841159 1.5939551354385901 1.7890071445144702 9.4688015832798538 1.1366636594757427 5.6941285498905954 17.938512281663861
leaf_count=38 40 94 62 40 31 37 562 13 113 60 41 171 1 21 103 59 15 2040 36 71 22 12 33 33 21 20 228 43 212 361
internal_value=-2.60979e-05 -0.0122731 -0.00500124 -0.000344329 -0.022982 -0.0562335 -0.0887549 0.0185733 0.0251417 0.0364854 -0.00883022 0.0226942 -0.0588753 0.000822546 0.0236788 -0.0259567 0.0403346 -0.000312062 -0.0352869 -0.0204613 -0.0599592 0.0245075 -0.0324889 0.000782188 0.0170969 0.00393174 -0.00730849 -0.0194731 -0.000763725 -0.0186881
internal_weight=224.369 14.5399 13.6359 13.1095 5.96796 3.54232 2.70596 7.14154 6.79135 5.98348 2.22196 1.74702 0.80787 209.829 9.9235 2.49329 7.43021 199.905 6.06465 5.25908 2.79986 2.45922 1.34591 193.841 16.7777 13.9884 12.1994 10.6055 177.063 23.6326
internal_count=4633 1263 1169 1107 668 637 600 439 426 312 252 211 114 3370 217 99 118 3153 195 159 93 66 54 2958 345 312 292 271 2613 573
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=12 5 13 18 18 3 6 18 15 2 8 15 4 2 4 12 2 12 7 18 10 7 4 3 8 13 17 2 7 17
split_gain=0.224844 0.573297 1.4122 0.711364 1.75813 0.937095 0.806591 0.737124 0.623942 0.4937 0.629875 1.57092 1.73921 0.463624 0.509033 0.51646 1.38513 1.22245 0.966173 1.19808 1.52928 0.954959 0.724744 1.07015 0.675149 0.664917 0.594854 0.553544 0.539651 0.673393
threshold=91.208648993800026 16.546942136250003 104.45466374230001 13.934548574650002 14.295312909150001 87.399085362750014 16.575387281250006 14.414681958350002 17.661843862450002 73.064159960350011 8.3434888241000014 27.471913688500003 158.55438663830003 74.766480717350007 164.41789168470004 114.82338089645002 85.298498744850022 115.07681969535001 23.365573965200003 14.414681958350002 72.04530097975001 22.580797808900005 191.03149642590003 93.82450029455002 7.943800736700001 117.60122400020002 166.68115439205005 167.53567362910005 20.797746106000002 188.27285108100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -3 -7 -6 -1 10 11 -2 -13 -11 -15 16 18 -17 21 -20 -21 -16 23 24 -18 -25 27 -19 -28 -30
right_child=9 3 -4 4 7 6 -8 -9 -10 13 -12 12 -14 14 15 17 22 26 19 20 -22 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=0.014384010577423958 0.068665075148602775 0.066800770397920192 0.069139268456151967 -0.1413490586812455 0.030200701044189718 -0.057681974514590006 0.014955210787215996 -0.05496151693942522 -0.11342442899969996 -0.043172191286175277 0.061140728343914263 0.037258422974047266 -0.10178992274860824 0.044638125251089164 0.013012120066332372 0.097230871538731667 -0.02271730337552437 -0.1086134542434067 0.073005043505674452 -0.12319959086301401 0.019547122049979163 -0.082568073888078783 0.014350963105351231 -0.11150867727420211 -0.13223976716622823 0.043395109412964136 0.030215646910986767 -0.011098082900366813 -0.012485238919337519 0.0035436494484722414
leaf_weight=0.72313129976101043 2.3486339172231947 1.5999023839831332 2.4623421451542526 1.486283400095999 1.945630485191941 2.8802617290493799 3.2579602554469602 2.1279618260450661 0.8096127229364356 2.4746990330750114 3.0074439309537411 1.6980480998754504 1.9128842633217571 2.5651095813518614 2.0284291662974301 1.3225557920522977 0.73166001832578276 0.93550882440467775 2.9977551251649857 0.9230691622942685 4.0146135390241398 2.1567843854427338 1.130167120885744 0.38797594798961632 2.4395297849550843 0.96967695956118405 6.2725313059927421 1.5409583874898087 32.791695804611663 130.57739353846409
leaf_count=25 13 14 17 36 8 29 70 38 53 35 25 25 23 57 21 18 70 242 22 14 95 29 20 62 41 16 315 145 714 2341
internal_value=-3.68267e-05 -0.0109874 0.0222314 -0.0209672 -0.0482531 -0.00136222 -0.0191286 -0.0142863 -0.0531259 0.000885904 0.0238319 0.00500429 -0.0364022 -0.000162484 0.000386763 -0.000206844 -0.0164386 0.0014571 0.00263321 0.0231372 -0.00713849 -0.0362436 -0.0572872 -0.0751644 -0.106971 -0.000871686 0.00072117 -0.0479354 0.00143147 0.000326306
internal_weight=222.52 17.2931 3.99509 13.298 5.55988 7.73812 6.13822 4.07359 1.53274 205.227 8.96701 5.95957 3.61093 196.26 193.785 191.22 17.7797 173.441 12.1207 7.93544 4.93768 4.18521 5.65901 4.52884 3.17119 1.35765 172.118 2.47647 169.642 163.369
internal_count=4633 290 95 195 82 113 99 46 78 4343 86 61 48 4257 4222 4165 390 3775 181 131 109 50 209 189 111 78 3757 387 3370 3055
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=0 10 19 9 6 9 5 0 7 9 10 10 10 5 5 9 10 2 19 16 19 7 18 7 3 5 15 4 15 15
split_gain=0.222093 1.26203 1.1084 1.38212 1.0127 0.859089 1.06668 1.86108 0.978288 0.912981 0.816599 0.851779 0.890743 0.992348 0.879541 0.641279 0.636493 0.668124 1.29201 1.18675 0.907478 0.699479 1.04607 0.633946 0.611912 0.716892 0.669956 0.610213 0.58541 0.569239
threshold=98.51854819030001 78.196493182200015 13.351077205700003 30.508756957950002 13.400313096150002 38.283670303850009 16.222050829800004 95.550490414250007 20.797746106000002 203.42345995920002 75.629015667650023 75.424692849750016 75.180043159850015 16.546942136250003 16.810410538500005 219.87257840710004 78.473404369650012 205.16057895720004 11.950964240300001 16.499961415900003 10.350835137000002 24.103872582350004 17.108018746400003 26.296311413900003 75.357481396450012 13.153721664750002 6.8054746905500005 317.3249521597001 26.564181852100003 28.579157549250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 16 -1 7 8 -7 -9 11 12 13 -8 28 -5 -3 18 20 -20 -18 -19 27 -24 26 -26 -22 -23 -15 -16
right_child=1 4 -4 15 -6 6 10 9 -10 -11 -12 -13 -14 14 29 -17 17 21 19 -21 24 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10911890778971425 0.083406223279504477 0.058645315512039033 0.011895931969898939 -0.10154994571822169 -0.1309294345870699 0.034088587195047225 0.059127046235906568 0.079779682338573785 -0.11484109194300825 0.012164468723962993 -0.056983827578860384 0.051604778276287379 -0.078365700279698969 -0.077476789532988671 0.015064275274139153 0.019274965911650885 -0.10552388607710948 0.065545722416741586 -0.1085789336659696 0.049347878524273414 0.10361717368287145 0.066112298434425718 0.090901903424707692 0.006475019569176863 0.075857955727728715 0.0046368681603594598 -0.10249190591244034 -0.10806648797023753 -0.0014211149236500274 -0.0018384972608878045
leaf_weight=0.70254606707021494 0.52287100389367225 2.1231471437495264 2.4160308330319822 4.0180679104523733 0.54938349511939932 0.71820927876979013 2.828167879022657 5.0772952015977335 1.1430141816963439 3.2916185455396771 2.4912275321403277 3.2234362587332717 1.4485163083299983 2.4419199861586085 23.199380568021297 0.49319012695923437 0.70510661041044187 2.5876258189091441 2.1752059612481385 0.60905822878703464 0.1968350112438183 0.24752267682924856 1.1179398136591769 4.3503461077198153 1.8694958091946317 5.7918528395239264 0.79336258639523294 1.073295721231261 1.7283335737884042 141.1263777839049
leaf_count=81 17 26 35 167 14 8 20 58 68 32 29 18 14 39 846 20 296 38 170 19 2 5 23 422 34 80 205 105 9 1733
internal_value=-3.83038e-05 -0.0077937 -0.0437812 -0.0705023 0.00328982 0.00125714 0.00166804 0.0330713 -0.0573721 0.0531856 -0.000131856 0.000672884 -0.000277357 0.000382867 -0.000603141 -0.0883408 0.00640892 0.00125475 -0.014231 -0.0740324 0.00356419 0.0213055 0.00444365 0.0237353 0.0124549 0.022016 -0.0615208 -0.0754252 -0.045956 0.000547823
internal_weight=221.06 31.6403 7.45016 5.03413 24.1902 189.42 188.717 10.2301 1.86122 8.36891 178.487 175.996 172.773 171.324 168.496 4.51126 23.6408 21.5176 12.1409 2.78426 9.35665 9.37673 6.7891 5.46829 8.65155 7.66135 0.990198 1.32082 4.17025 164.326
internal_count=4633 1678 239 204 1439 2955 2874 166 76 90 2708 2679 2661 2647 2627 187 1425 1399 806 189 617 593 555 445 321 114 207 110 48 2579
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=0 12 12 3 18 15 5 16 2 3 3 7 6 18 17 9 9 17 12 4 5 15 13 6 15 17 16 5 5 2
split_gain=0.215663 0.953289 1.09765 1.22342 1.08422 1.49713 1.04142 0.846002 1.44332 1.86673 1.13336 1.76622 0.987366 1.32325 0.980923 0.915188 0.893124 0.734368 0.768431 1.16334 0.68856 0.734664 0.92704 2.27417 1.72355 1.51993 1.48333 2.78684 1.57652 1.49081
threshold=86.345209775600011 323.50112601465008 315.91084638950008 93.345954747300013 13.511883313150003 41.54912092575001 23.803605515150004 22.604947139800004 195.72231170465002 93.668569722950011 93.915907870950022 19.506002767000002 16.395383075500003 13.122774073950001 187.32964365115004 189.68479361675003 197.20558004415003 185.54770736950005 135.68664087135002 168.18037996940004 25.704065249550002 45.793006327050001 115.13321943645001 16.425383776450001 42.076928760450009 212.38791228795003 22.454947490600002 21.252944829650001 20.911722254300006 186.79363985910004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 10 12 -10 -5 -12 13 -9 17 -16 -17 18 19 -14 21 22 23 24 -2 26 -24 28 29 -28
right_child=20 -3 -4 4 5 6 -8 8 9 -11 11 -13 14 -15 15 16 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.078513652724602784 0.00034268970959317954 -0.089545648446975823 0.10096564042922512 0.039319599880942059 -0.13641610259587389 0.065101452901574347 -0.059524145829098846 -0.12427328574627945 -0.13975001813294238 -0.0025881793987488043 0.015565460461972401 -0.11188197231019736 0.0082125835494720727 0.015612753078316702 0.055823066189227902 -0.026324963317396866 0.039649032192701897 -0.060024512968347744 0.033135043980246297 -0.081067734746267883 0.063303855573911924 -0.053405382588069428 0.068775980395598874 -0.1091375865906509 -0.12543266033182815 0.09178751413479358 0.018017625504253586 0.024289228285287269 -0.081092509289882819 -0.068703469185054211
leaf_weight=2.1834162082523099 108.65431075297602 1.3102959266470851 0.9925570460036387 10.901729705161417 1.3796627544361388 1.1276133060455324 1.6541321375407276 1.4110017579514562 1.7858666591346253 2.2327902556571644 4.5584895168576614 1.4280239005529436 4.1991808358579892 1.2985750811640171 5.6030554273165754 4.5396043369546515 3.7445010947994888 2.6982609350234261 3.9675532979890704 2.2369513702578843 1.8034902280196536 2.4293110603466621 3.8742720428854218 1.9768217680975784 1.1005483124754381 2.3931748792529097 6.433361638337372 24.123586867004633 4.4475800450891247 2.8651574393734336
leaf_count=19 2816 110 5 83 40 7 43 28 32 50 256 344 44 14 68 36 31 30 32 27 30 35 90 30 28 29 42 159 32 43
internal_value=-4.40936e-05 -0.00519823 -0.00329084 -0.00510787 -0.00218137 -0.051247 -0.00900569 0.00185341 -0.00729725 -0.0635421 0.0201227 -0.0148359 0.000313481 -0.0572324 0.00609081 0.0246084 0.00349596 -0.0135366 -0.00147961 -0.0228178 0.00186344 0.00116345 0.00201394 -0.00283318 -0.000918501 0.0142843 0.009841 0.00381164 -0.0321253 -0.00870379
internal_weight=219.355 59.2533 57.943 56.9504 54.767 4.16141 2.78175 50.6056 33.7173 4.01866 16.8882 5.98651 29.6987 2.70958 26.9891 13.8872 8.28411 13.1019 10.4037 6.43613 160.102 158.298 155.869 111.732 109.755 44.1371 41.744 37.8697 13.7461 9.29852
internal_count=4633 1299 1189 1184 1165 90 50 1075 392 82 683 600 310 42 268 135 67 133 103 71 3334 3304 3269 2874 2844 395 366 276 117 85
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=19 5 6 18 3 3 18 4 12 17 15 15 3 16 10 5 0 10 10 4 14 13 0 6 6 0 10 15 10 15
split_gain=0.237721 0.335277 0.348469 0.239287 2.03318 2.79693 1.7716 2.41366 1.46694 1.73145 1.53265 1.41166 1.29913 1.09229 1.58138 1.03862 1.01258 1.13404 0.857884 1.39324 0.808321 1.50934 0.850037 1.73997 2.01264 1.32259 1.86881 0.755371 0.699024 1.98155
threshold=14.651182102100002 22.327062271350005 16.555386813950005 14.349689277800001 85.589753040950015 84.812788641250009 14.243842826850001 205.83748347565003 114.82338089645002 199.05253715360001 29.583625105200003 28.579157549250002 85.401560971850017 19.134955254150004 70.74946416085001 20.315138807500002 89.711159354950013 67.031326566450005 70.128430332750014 147.36370056065002 393.55083147265003 117.55283175385001 93.501885318850015 14.825346391850003 14.375335877400001 91.437149474700007 68.20618276945001 49.977661466200011 71.658163008950012 28.826925781250004
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 20 18 -6 15 -11 12 -7 14 -5 -10 -12 -18 -8 -20 22 -22 25 24 -24 -1 -27 -23 29 -16
right_child=1 2 -4 4 8 11 7 -9 9 10 16 -13 -14 -15 28 -17 17 -19 19 -21 21 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00033249067991070755 0.040883289552161223 -0.036612243760141633 0.022297032731442373 -0.13406074150183314 -0.081984223189317779 -0.092826955607942546 0.092807508920025414 -0.12624380664384274 0.11176362230951319 -0.080056628670545846 -0.035592053212924579 -0.12174287405273426 0.059024298588544091 0.066896487686197492 0.084548866590169039 0.017665460050877109 0.089296290228112141 0.0025720721518476927 0.053579453748209119 -0.13291468496369435 -0.11801988746085741 -0.043281877241969371 0.032733776656965773 0.095824272179586056 -0.09219890230611541 -0.11694371062694307 0.0024057745419616174 0.097095869935383036 -0.0022607090528568245 -0.050267738455503433
leaf_weight=103.4244437624584 3.3665885012596837 1.6869627810083327 2.4808338219299912 0.87984819151461025 0.99814567191060888 1.1131904467474663 0.84022805839776937 2.6926668138476089 4.2366716627730048 1.4026338861731327 1.6708140033297239 2.8667942026513629 1.1407455260632557 2.4684482812881461 3.1282476983033112 1.6220842292532323 3.5233388431370258 2.6358094876632094 0.87504760175943352 0.73880220553837717 1.6269427713523321 0.85161566175520398 5.2472364726127108 2.7636853083968163 1.7096035126596687 2.3688368747243649 2.9406239996897057 0.69709015171974897 53.687246689081803 1.6734417938860131
leaf_count=1589 28 17 35 36 15 28 5 61 54 36 34 124 23 17 26 28 43 34 3 68 123 37 110 13 44 49 25 8 1874 46
internal_value=-4.01311e-05 0.017412 -0.00154716 -0.000666805 0.00350562 -0.00416438 -0.00340003 -0.0608668 0.035425 0.0431905 0.0162081 -0.0751874 -0.0159731 0.00171702 -0.000993025 0.0857111 0.0334526 0.0521826 0.0108662 -0.0317955 -0.000968334 -0.050757 0.000366453 0.0286987 0.00203229 -0.00216638 -0.0508425 0.0199037 0.00100871 0.0375638
internal_weight=217.359 7.53439 4.1678 209.824 83.0475 66.958 126.777 5.14674 16.0895 15.0914 9.2326 5.12073 2.25394 61.8372 59.3688 5.85876 7.82996 6.15915 2.45408 1.61385 121.63 3.17565 118.454 9.72053 6.95684 108.734 5.30946 1.54871 58.4889 4.80169
internal_count=4633 80 52 4553 2418 2174 2135 137 244 229 147 175 51 1999 1982 82 111 77 76 71 1998 168 1830 167 154 1663 74 45 1946 72
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=13 16 16 7 17 4 17 10 10 7 9 13 9 5 5 15 15 7 10 18 15 8 0 10 18 6 12 13 12 4
split_gain=0.296327 0.265309 0.873796 0.801418 0.637276 0.803654 0.568504 0.436037 0.664625 0.333611 0.309899 0.26406 0.48547 0.305397 0.847721 0.722696 0.98442 0.726589 1.30995 0.777077 0.944681 0.420236 0.372912 1.18736 1.21685 1.06993 1.08185 0.666431 1.65692 0.753664
threshold=73.265860971000009 9.7049773055000017 11.864972254500001 25.764895874800001 177.30738098725001 342.02920059975003 180.19381692845005 90.937096262400004 103.90352982555002 20.253927392100007 36.88451200090001 87.431346860350018 40.734022239000005 12.306951632950001 12.901187908600003 15.508466602900002 23.457191196800004 22.673598830200003 82.299080289250014 16.115468395400004 20.152484759300005 7.6440346712000009 98.51854819030001 76.871083323950003 16.012058908900006 12.325287978400002 232.35148227425003 104.19926021995002 191.62027512645003 175.22798587345002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 10 -5 -8 -9 -2 -3 12 -4 15 -15 -13 17 -17 -19 -20 -21 -18 23 24 27 -24 -27 28 29 -16
right_child=1 2 11 6 -6 -7 7 8 -10 -11 -12 13 -14 14 22 16 21 18 19 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10217739736039727 0.073074580659465441 0.090287842848942035 -0.023242408391184091 -0.11205207838203002 -0.11013866143212224 0.076362536323139898 0.079010395459901239 -0.10137050244620567 0.10524921503878154 -0.10436439069458814 -0.10559343094820438 -0.11292886605458491 0.10377173207788326 0.060614759828010026 0.050662630112337584 0.064407189372204882 -0.091778667879607492 -0.10961045055285977 0.086674153892843081 -0.10350748005662472 0.047994859923156059 0.043458948794770504 0.0014464281895251582 0.064535393734771823 -0.085971791376997453 -0.083324133394329036 0.032353555233956215 -0.00026807838228460533 0.074512478700684365 -0.034254386308883937
leaf_weight=0.2836647347357929 0.13042277601198238 0.092561960220336248 0.54578573934850172 0.20854954975948237 1.2350035085692068 0.59161666384898126 2.3101320927962665 0.36963106837356452 0.26895980135304853 0.56492596245880122 0.6338350011210423 0.74264148389920404 0.67075051122810692 2.3446833780035368 1.4526711201760898 1.7735689012915825 1.5988015161128712 1.026900004129857 1.1253406004398132 0.75547820422798373 0.90412723520421423 0.26833688560873259 11.771519461064601 2.9335594685835522 1.6165869580581773 3.4201365346088997 1.0587494191713629 166.71737611863136 4.1254827048978768 3.7258955926517956
leaf_count=208 4 5 34 119 224 12 44 117 9 93 149 53 9 49 7 29 143 102 27 92 36 9 233 21 46 129 21 2481 73 55
internal_value=-3.72228e-05 9.7548e-05 -0.000376994 0.0261034 -0.0585252 -0.0101624 0.0475075 0.0587924 -0.014347 -0.0710831 -0.080633 0.000334745 0.0467882 6.22148e-05 0.00084068 -0.0188567 -0.0094825 0.011531 -0.0130712 0.022526 -0.0209714 -0.0723429 0.000128609 0.0014344 0.000392335 -0.0143811 -0.0559795 0.00118551 0.027232 -0.0104338
internal_weight=215.268 214.984 211.131 3.85262 2.55302 1.31801 3.15727 2.94872 0.638591 0.695349 0.726397 208.578 1.21654 207.362 199.167 8.19519 7.45255 5.58541 3.81185 2.78495 1.65961 1.86714 196.822 180.572 177.638 16.2504 4.47889 176.021 9.30405 5.17857
internal_count=4633 4425 4039 386 390 166 289 170 126 97 154 3649 43 3606 3115 491 438 286 257 155 128 152 3066 2683 2662 383 150 2616 135 62
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=16 17 10 16 5 15 6 18 7 18 3 10 18 18 6 15 4 15 4 4 17 3 13 3 15 9 7 16 6 0
split_gain=0.20341 1.05543 2.37424 0.809264 1.22944 0.709144 0.574977 0.565351 1.48212 3.08099 0.889728 1.36941 0.801115 0.794319 1.43263 0.760371 1.23015 2.15928 1.92638 2.48217 1.08861 1.65626 1.07961 1.02885 1.18556 1.0113 0.986732 0.866556 0.702414 1.33884
threshold=22.624947093000003 199.05253715360001 62.165217350350012 22.614947116400003 22.665750084250003 38.133874083650007 15.745367888000002 13.552878921100001 23.432223030750006 13.511883313150003 87.399085362750014 67.923894665750012 13.405741979600002 13.659439901750002 16.485385178400005 45.484733152800011 244.15918208790001 42.33967733730001 208.25848595475003 204.11408090635004 184.58362717140002 93.862138708350017 117.64961624655002 93.862138708350017 37.491361913600009 195.34352961910002 22.580797808900005 22.594947163200004 16.565387047600002 89.576736448400013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 9 10 -1 15 -10 14 -9 16 18 22 19 23 21 -20 25 24 26 27 -12 -18 29 -15
right_child=1 5 -4 4 -6 6 -8 13 12 -11 11 -13 -14 28 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.071950095121702029 0.0047933045198047903 0.093290738711836768 -0.1134249142944406 -0.0045379967608353148 -0.093772029301810694 -0.024944174591054503 0.047321553793002846 -0.081753771420659094 -0.0035021574032949895 -0.18954186326824449 0.039412987442005484 -0.11294110430401179 0.10276462453913807 -0.034944242318256775 0.019313612720854106 0.05455760016806576 -0.0098440550477263133 -0.12588223850997432 -0.14616908122086736 -0.17735785505710167 0.088179578683310333 0.066997503453910409 0.097989369938315043 -0.05091046707996575 0.082355606550498062 -0.07718702261106429 -0.029238981144315414 0.10710019663379947 0.042867962134890636 0.0005834672082340543
leaf_weight=2.0724743427708736 39.241654618934263 1.9445336889475573 1.7757304396654934 4.4611228704452506 2.3612201139330864 1.7043945770710704 3.1099310000427067 3.3885722390259607 0.99389437306672279 0.80433891492430021 3.91211495769676 0.96523146377876301 2.4784978814423084 11.913209970130991 2.3929763492196798 3.1609670281177378 5.0084400763844297 1.7588043436408032 0.55982653796672721 0.77268259186530563 4.6388866398483515 1.0446520034092825 0.92099641502136353 2.4929050470818774 2.3996365740895262 2.0295392369152978 4.5038813725113869 0.72540873289108265 3.3967129362572441 96.744943761812465
leaf_count=36 434 20 18 27 56 22 44 54 6 18 36 20 64 169 19 34 181 16 15 28 33 98 16 366 17 19 35 4 42 2686
internal_value=-4.06568e-05 0.00570878 -0.000324615 -0.00169637 -0.035422 0.0423236 0.0217376 -0.000250005 0.00982663 0.00407882 0.00829174 0.00451085 0.0723481 -0.00377686 -0.0399221 0.00785221 0.00305387 -0.0248411 0.0173869 -0.00311291 0.0636219 -0.0073795 -0.00437776 0.00700361 0.0203523 -0.0165219 0.00267339 0.00495096 -0.00191192 -0.00331177
internal_weight=213.678 47.7762 41.0174 165.902 6.82234 6.75886 4.81433 159.08 41.2432 37.7708 36.9664 34.894 3.47239 117.836 5.78155 33.9287 30.7678 10.4432 20.3246 14.0812 6.24337 1.60448 8.68438 13.3085 10.8156 7.76339 8.416 5.73385 112.055 108.658
internal_count=4633 538 452 4095 83 86 66 4012 1042 972 954 918 70 2970 73 898 864 236 628 482 146 113 220 454 88 204 71 185 2897 2855
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=15 2 16 15 17 6 9 6 13 10 10 18 6 6 13 13 3 19 4 13 15 19 3 7 5 8 10 5 16 12
split_gain=0.215102 0.820472 0.424972 0.342282 0.718949 1.7446 1.31827 0.759207 1.10065 1.16154 1.262 0.960012 0.662578 0.843371 0.687893 0.891903 1.52027 0.657316 0.636283 0.881312 0.806303 0.633565 0.726993 1.0245 0.583966 0.596424 0.993356 1.09864 1.63822 0.833323
threshold=46.723315192750007 247.02271001585004 23.044946110900003 41.29990759910001 204.45912381470004 16.355382140900002 195.13041324455003 16.565387047600002 117.64961624655002 62.111448187750007 61.982402197500001 13.220529463200002 16.455384477450004 16.565387047600002 117.67650082785001 117.54207792135001 93.469623821300004 14.451165964200003 278.29044475435006 117.66037007905001 40.42701969085001 14.451165964200003 92.316275283350009 22.650953015950005 36.806659819600007 9.4426310644000022 64.294476189700006 20.608876568850004 22.604947139800004 197.98050398640004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 5 6 -5 8 9 10 -7 -12 14 18 15 -1 -17 -13 20 -20 -14 24 -23 -24 25 26 27 -15 29 -29
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 11 17 13 21 -16 16 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00054213931861295445 -0.10983383748038178 0.0051434348685841114 -0.0024543815961193889 0.022322280028202857 0.062266056533649444 -0.078015212195940944 -0.10262545448955998 -0.02126655076532695 0.054177712669444301 0.066763823965076005 -0.0289165239454734 0.0044852060899970769 -0.029239774731812853 0.048163762604150423 -0.056019247264806227 0.068315857960157517 -0.016617295735157214 0.06815375855807658 -0.10605483818304198 0.019206945898596468 0.031999200786357491 0.094679219425997815 0.03808231212815337 -0.066206057893190687 0.09594207157414146 0.039347393275141897 -0.14151263881889803 0.023528128501851125 -0.1385643684399441 -0.11457977940308345
leaf_weight=127.41995693200442 1.1966489274636831 4.1782144301396329 0.53261357732117165 1.3010719660669594 2.4169060578569761 2.0216139703989091 2.4056954721454531 4.9429887211881569 7.2411365881562224 2.6913734152913085 4.274941190145908 3.7676276145502925 14.189960025134502 1.7354313731193522 2.027581399306654 5.1559268757700902 3.5644854828715324 2.8467034976929426 2.0308396040927614 0.77642662078142155 2.5339558869600287 1.314296219497918 3.6142812645994127 1.2740243405569343 0.46153474399761751 1.407278381695505 0.74021116270159826 2.2478152184994546 1.3189307393040506 0.5422970530380552
leaf_count=3212 84 89 5 14 41 28 46 52 39 12 40 29 109 11 22 43 24 26 80 3 15 14 58 27 17 49 18 348 23 55
internal_value=-1.76044e-05 -0.018832 -0.0767609 0.000521242 0.00970514 0.00567141 -0.0587689 0.0142679 0.0219571 0.00700318 -0.00545439 0.00801667 -0.00128564 -0.0137502 0.0017985 0.0026596 0.0335993 0.0318871 -0.027356 -0.0714102 -0.019961 0.00438121 0.0286539 0.0109019 -0.0134284 -0.0197446 -0.0323737 -0.0185511 -0.0467277 -0.00331506
internal_weight=212.173 5.90748 1.72926 206.265 33.9101 31.4932 3.70677 27.7864 22.8434 15.6023 12.9109 10.8893 172.355 34.1873 138.168 136.14 8.72041 6.61433 19.5312 2.80727 16.7239 14.6561 6.2026 4.88831 8.4535 7.99196 6.58469 5.84447 4.10904 2.79011
internal_count=4633 178 89 4455 327 286 60 226 174 135 123 95 4128 827 3301 3279 67 55 207 83 124 620 99 85 521 504 455 437 426 403
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=9 12 13 0 3 13 12 18 13 3 0 6 15 7 17 10 17 18 9 18 18 19 6 16 5 5 16 10 15 16
split_gain=0.192881 0.86649 1.11687 0.699213 0.432916 0.374574 1.13245 0.852176 0.814774 0.6205 0.563752 1.1288 1.01973 1.4182 0.91572 0.904201 1.44307 1.06717 0.777122 0.883444 0.773503 0.758784 0.750624 0.683274 0.580318 0.901156 0.683941 1.14299 0.566575 1.45205
threshold=37.364870866050005 293.55977308740006 96.357027853400012 113.1679565431 61.312976123050007 95.811270852950017 216.20511703005005 17.327266398450003 92.792132372400019 73.913779380400015 98.51854819030001 12.255286342800002 22.248428019100004 25.959674155500004 205.45998821870003 76.871083323950003 199.59317753375004 16.012058908900006 54.842324361600014 13.602243858600003 16.115468395400004 12.851036860900001 10.450244168250002 12.644970430600003 16.546942136250003 16.810410538500005 15.564963602350003 72.62331947780001 28.579157549250002 18.684956306450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 10 9 -8 15 14 -13 -14 23 17 20 18 19 -7 -17 -16 -20 -12 26 -26 -24 -28 -27 -30
right_child=4 -3 -4 -5 5 7 8 -9 -10 -11 11 12 13 -15 21 16 -18 -19 22 -21 -22 -23 24 -25 25 28 27 -29 29 -31
leaf_value=0.044028053087289631 0.072307930103692505 -0.11109612564239713 -0.10749589288638545 -0.10169410946660272 -0.10438499505513857 -0.010821776358670872 0.045494972682420393 0.051295135161722932 -0.075620761793888588 -0.055111841992820591 -0.051591459728761425 -0.11806031883300623 -0.083307448745145521 0.05807371955542532 0.041846856007126766 -0.12117221066030169 0.097955484940530968 -0.080602085019724823 -0.080306055183751779 0.088082248326774151 0.051287810388696814 -0.11058100964158653 0.063499599892365408 0.022228443730654409 -0.042204420530208869 0.015605287413526679 0.05908233893133627 -0.049956412999703145 -0.050624551299914423 0.00079885868630928745
leaf_weight=2.7582690661074594 0.83496536692109558 0.85497073730221007 0.77428669837536279 0.37391097738145607 1.3685589003725898 1.5530831109499552 2.71666846741573 3.2994099501520386 1.1066177027532829 0.79168833210133005 1.4803512580692793 1.8070307484595094 1.6444212533533575 1.2479476621374486 0.44711753260344167 0.57874574461311501 2.2799413774628192 1.6007875020150084 1.1436465920414765 2.1580648759263568 0.47230155766010284 1.2114044152549466 3.1730934977531424 8.1951077779522148 4.9598985947668544 22.964334750020498 1.7999096289277079 2.0634648371487856 5.7346841517428393 129.2698256424992
leaf_count=140 88 228 64 175 381 35 132 82 52 49 111 77 55 27 15 40 21 48 42 31 3 55 29 99 48 760 13 28 240 1465
internal_value=-1.18494e-05 -0.0199099 4.71098e-05 0.0266321 0.000448287 0.0001557 -0.0244967 0.000896634 -0.000806054 0.0227923 4.73085e-05 -0.0179198 -0.0591263 -0.0223068 -0.00083438 0.00164993 0.0532659 0.000675369 0.00141961 0.0466918 -0.0436751 -0.0694883 0.000437709 0.010934 0.00098101 -0.000233305 0.0290984 0.00084371 0.0010845 -0.00138549
internal_weight=210.665 4.76144 3.90647 3.13218 205.903 205.068 5.98353 199.085 4.61497 3.50836 195.785 16.0334 4.6994 2.89237 11.334 179.752 3.33099 176.421 174.82 3.71115 1.05105 1.65852 171.109 9.67546 169.965 162.929 7.03647 3.86337 157.969 135.005
internal_count=4633 607 379 315 4026 3938 614 3324 233 181 3242 439 159 82 280 2803 64 2739 2691 66 43 70 2625 210 2583 2513 70 41 2465 1705
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=17 9 8 16 8 8 19 15 6 16 14 8 8 15 13 6 7 15 4 3 9 5 15 16 15 19 16 8 13 4
split_gain=0.215256 0.344772 0.304836 0.478303 0.370867 0.463852 0.821761 0.504028 0.451131 0.426383 0.60247 0.592821 0.453133 0.346954 0.312825 1.40196 2.00273 0.891392 1.45777 1.82505 2.18509 1.04283 0.537895 0.997112 0.765527 0.543385 0.528146 1.17734 1.00842 0.860237
threshold=158.19986339130003 43.730860148300003 10.441851282850001 23.244945643200005 9.5425530862500008 8.8430989333000021 14.451165964200003 32.548041893900006 16.605387982250004 22.764946765650006 144.12207640715005 8.7431769115000026 8.4434108459500017 37.646552559600003 117.61735474900001 16.565387047600002 22.126303133300002 41.29990759910001 235.16798915710004 93.394346993650018 195.13041324455003 21.612734424500001 46.674706678850008 22.534947303500005 45.484733152800011 14.651182102100002 22.654947022900004 8.543332867800002 117.54207792135001 244.15918208790001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -8 10 -2 14 -11 -13 22 17 -17 21 -19 -20 -21 -16 24 -24 25 26 29 28 -28 -12
right_child=2 -3 -4 -5 -6 6 8 -9 -10 12 11 13 -14 -15 15 16 -18 18 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.072107958126156779 -0.05199680932688594 -0.10957524130844726 0.053883651653101383 -0.065162181572242184 0.049815492924697689 -0.039642249620345661 -0.12696672815257565 0.037243228455738291 -0.037010808922424414 0.070672635222682051 0.0054401410115126059 0.052282745708439896 -0.0030974551731523608 0.0070870659475094442 -0.0025733474397551044 -0.003120034159578065 -0.15657477905915723 0.10433825068056826 0.058589611756318528 -0.13930207155778807 0.007983871392437154 -0.080943641081664394 0.029505859730142026 -0.10680729908974923 0.041232495619582255 0.04595569181740778 -0.043658350378153854 0.08267837473290135 0.034027231452510118 -0.0099517565757001776
leaf_weight=0.1407311691364147 2.1976071161334394 0.40512917805244797 1.0502400258555997 1.1247492157854129 1.4972321975219518 1.5482330791419365 0.95695356093347106 1.897786299115978 1.3355658347718415 1.7757593449205153 78.578989565758093 3.3955050669610491 1.5677922591567037 3.3987003428628668 6.1112881395965868 1.9495229657040902 1.5085996229900045 1.6938969828188408 3.3544507659971696 1.464683585683815 3.2254159050644375 2.3511112751439214 0.9419108740985388 1.2471351479471193 4.7666135393083087 2.593214437365531 2.8589905230328423 2.433051772415638 4.021026112139225 67.503300924825453
leaf_count=32 30 218 17 29 43 26 19 25 40 19 1504 26 30 31 38 86 20 8 19 39 31 31 9 93 61 21 28 23 27 2010
internal_value=-1.99239e-05 -0.0627345 0.000144384 -0.000127876 0.000226908 -0.000135837 -0.0281653 0.0027 -0.0745606 0.000672693 6.74007e-05 0.000659015 0.0360818 0.0296743 -0.000397428 -0.0116965 -0.0700644 -0.00060667 0.0200229 0.00226909 -0.0380124 -0.024347 0.00108626 -0.048154 0.00174853 0.000557279 -0.000200323 0.0228889 0.00174499 -0.00167232
internal_weight=208.895 0.54586 208.349 207.299 206.174 204.677 5.73854 3.44602 2.29252 198.939 195.595 193.397 3.34355 6.79421 186.603 21.659 3.45812 18.2008 9.73845 8.04455 4.6901 8.4624 164.944 2.18905 162.755 157.989 155.395 9.31307 6.88002 146.082
internal_count=4633 250 4383 4366 4337 4294 110 51 59 4184 4135 4105 49 57 4048 272 106 166 97 89 70 69 3776 102 3674 3613 3592 78 55 3514
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=12 17 16 15 17 19 2 8 15 4 2 14 17 6 5 19 7 7 7 10 0 18 18 15 0 17 17 8 9 5
split_gain=0.196427 0.437043 0.443661 1.12041 0.471556 0.581053 0.393652 0.571837 1.42906 1.21458 0.40266 0.459749 0.314277 0.416942 0.648403 0.590463 0.358754 0.348682 0.627693 1.0183 0.511825 0.726898 0.95626 0.428056 0.437206 0.400274 0.638767 0.791827 0.675191 0.94885
threshold=91.208648993800026 181.57898176000003 18.804956025800003 21.881081380950004 194.75204781875001 14.351157895250003 73.064159960350011 8.3434888241000014 27.471913688500003 158.55438663830003 74.766480717350007 162.62753922915002 166.68115439205005 16.445384243750002 30.359384049000003 10.650859343850001 25.024903008400003 20.797746106000002 21.350715310200005 73.007768990450018 71.249517373150013 11.80968402675 11.890615410500002 21.881081380950004 85.121961326250016 170.27155321280003 179.88087463185005 8.543332867800002 199.39609444495002 19.221712148250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 -2 -10 -8 -12 13 14 15 16 -13 20 19 -19 21 -14 -23 24 -22 -20 27 28 29 -27
right_child=6 2 4 -5 -6 -7 10 -9 9 -11 11 12 17 -15 -16 -17 -18 18 25 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0086391830903564289 0.066339823647721549 0.00054190805268749013 -0.070208089409593527 -0.12685641799408939 0.024378665769455181 0.0052540047462790391 -0.04099488402075778 0.059171538165023643 0.026600344351982736 -0.093966947422620919 0.071680172631508762 0.030227585084384119 -0.14155409020531115 -0.10768935330031765 0.1037496450037881 -0.1079820407950596 -0.10164633281688587 -0.11291137437035798 0.052263027969722986 0.042962704102545657 -0.067936086867741316 0.091244613811036115 -0.11662729630762157 0.062560190473036334 0.036442963944226713 0.0084451035907950854 0.00097060895660464389 0.037515979394694789 -0.14720210911958395 -0.11868629240287572
leaf_weight=6.8007010075452881 2.1946188781002984 1.4976515955931957 1.9748143218457697 1.2805905172426717 2.4346417658962309 2.1112206466495991 2.3756679508951484 2.7783315926790237 1.5729732699692252 1.7822383865714071 0.90147347620222618 1.0422822870314123 0.40864248848083551 0.58536772387742519 0.39399300515651692 0.7358208866426138 0.25719499946353597 1.1958809423376795 1.4764391452190455 0.64524300955235947 0.61057957857337886 0.62400778522714972 0.34291465859860182 2.9976268622267526 1.1707308765617197 1.608847578987479 163.00748464027129 1.0496783303096888 0.72822953207651142 0.92438230075640593
leaf_count=118 13 41 18 69 20 24 35 25 25 23 41 53 32 163 5 120 214 78 34 14 70 14 45 154 31 93 2980 14 37 30
internal_value=-1.83621e-05 -0.0106269 -0.024717 -0.0581805 -0.0104594 -0.0312174 0.000873927 0.0221368 0.00359664 -0.0374432 -9.3291e-05 0.000444423 8.7275e-05 -0.0319286 -0.0136731 -0.0364039 0.00412685 0.000633215 -0.000210209 -0.0582835 0.0240175 -0.0297339 0.0175238 0.0394892 0.000664969 0.000423223 -3.4218e-05 -0.0380275 -0.0623407 -0.0379455
internal_weight=207.51 16.0996 9.29892 2.77824 6.52068 4.08603 191.411 8.32816 5.54983 3.35521 183.082 180.707 179.805 3.01466 2.42929 2.0353 1.29948 176.791 170.636 1.84112 6.1545 1.37556 0.966922 4.77894 1.78131 168.795 167.319 4.31114 3.26146 2.53323
internal_count=4633 290 172 110 62 42 4343 86 61 48 4257 4222 4181 555 392 387 267 3626 3280 92 346 91 59 255 101 3188 3154 174 160 123
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=0 12 12 3 18 15 5 16 2 3 0 6 18 17 9 17 18 10 3 4 17 12 4 4 6 10 3 5 16 15
split_gain=0.207009 0.736424 0.920993 0.880794 0.822552 1.25975 0.847728 0.623428 0.985638 1.49099 0.83508 0.749445 1.13308 0.752979 0.87177 0.802148 1.22775 0.644126 0.670285 1.57859 0.612003 0.655073 0.776189 0.598006 0.578853 1.2236 2.35806 1.16921 2.59707 1.08103
threshold=86.345209775600011 323.50112601465008 315.91084638950008 93.345954747300013 13.511883313150003 41.54912092575001 23.803605515150004 22.604947139800004 195.72231170465002 93.668569722950011 86.162394622750014 16.395383075500003 13.122774073950001 187.32964365115004 189.68479361675003 189.44392401325004 13.317304170000002 62.079186690200011 93.794927255050013 209.52275111965002 185.54770736950005 135.68664087135002 168.18037996940004 327.2007166575001 15.785368822600002 66.859265246100009 89.256809930900019 21.020044509750004 22.654947022900004 38.567335632300008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 10 11 -10 17 12 -9 20 -15 -16 -17 23 -19 -20 21 22 -13 -5 27 26 -26 29 -29 -2
right_child=24 -3 -4 4 5 6 -8 8 9 -11 -12 13 -14 14 15 16 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.068172782422575004 0.0021423794083126704 -0.085233943692592545 0.097444298616965977 -0.017877157227224449 -0.13080282746847069 0.061720572143900754 -0.054964818076488266 -0.12063602660943917 -0.12998235313637793 -0.0011854114077017456 0.088180223489298271 0.0043166519130134508 0.014026875724874741 0.053210732804468169 0.032487217744396155 -0.088382878427957778 0.022493103928329768 0.077540898191273008 -0.11254475321132534 0.064743179422011923 -0.056454177945368327 0.031062186229391033 -0.069551342097372834 0.044755935640950983 0.087107983034844516 -0.063761850130994946 0.0073526208295396599 -0.05667824031907151 0.10432608525318421 -0.10059067289369006
leaf_weight=2.1373080797493449 94.403869711262814 1.1279540059203998 0.88735258718952437 7.4945743141797703 1.2264767463711899 1.0460291728377344 1.5381808716338126 1.2432524883188372 1.5584883065894239 2.1233785909134895 1.5057704336941231 4.0293046911247092 1.2561478519346563 5.1558188816998136 3.9268324633594602 1.9344622557982805 2.064561945036985 2.3672066275030366 0.78661056107375804 1.3892588976596014 2.5830048501957199 3.7679000576026738 2.198762025218457 1.9136273936892392 4.0811021067202082 2.08256269712001 40.452956344466656 7.9740859947050904 1.1458259075880048 1.0355116487480689
leaf_count=19 2623 110 5 468 40 7 43 28 32 50 11 44 14 68 27 23 17 18 119 39 30 32 27 28 43 37 384 205 18 24
internal_value=-2.39815e-05 -0.00526151 -0.00359519 -0.00527899 -0.0026489 -0.0473434 -0.00773324 0.000951961 -0.00704695 -0.0557035 0.0174299 -0.000685202 -0.0529572 0.0044062 0.0212038 0.000383167 -0.0311413 0.0097938 0.040715 0.000650842 -0.0130627 -0.0018502 -0.0217618 -0.00513759 0.00189059 0.0111579 0.0146614 -0.00224114 -0.0364497 0.00102773
internal_weight=206.438 55.2623 54.1343 53.247 51.1096 3.81069 2.58421 47.299 31.8419 3.68187 15.457 28.16 2.4994 25.6606 13.0817 7.92586 3.99902 13.9513 4.54308 2.17587 12.579 9.99597 6.22807 9.4082 151.176 46.6166 44.5341 104.559 9.11991 95.4394
internal_count=4633 1299 1189 1184 1165 90 50 1075 392 82 683 310 42 268 135 67 40 672 176 158 133 103 71 496 3334 464 427 2870 223 2647
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=9 7 4 19 5 19 9 6 15 18 18 16 16 10 18 8 0 6 19 3 3 17 10 3 12 5 10 16 8 16
split_gain=0.192551 0.607657 0.961607 1.37905 1.50529 0.967717 2.30682 1.25719 0.926541 0.687577 0.656255 1.93705 1.33529 1.31467 1.08187 1.7642 1.63268 1.04394 1.18419 1.02164 3.12329 1.92203 2.05972 1.6316 1.42257 1.32473 1.32281 1.28463 1.05006 1.00751
threshold=186.70853236170004 23.109894804950002 230.62319231240002 14.251149826300002 24.148799123900002 14.251149826300002 195.13041324455003 16.305380972600002 46.055224235250002 13.391483899700001 13.829007611650001 22.454947490600002 22.654947022900004 62.046925192600007 14.122113655700002 8.543332867800002 93.501885318850015 16.525386113000007 14.451165964200003 85.589753040950015 84.812788641250009 200.68261045605001 66.859265246100009 89.404675128050016 122.54271974380002 17.687678651600006 68.846035804500005 19.134955254150004 8.4434108459500017 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -7 -6 -9 11 -3 14 17 15 16 -12 18 29 20 27 24 23 -23 -21 -22 -24 -16 -25 -13
right_child=1 10 3 4 8 7 -8 9 -10 -11 12 13 -14 -15 19 -17 -18 -19 -20 21 25 22 26 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0061467485996042522 -0.11416035178119532 0.073221096446975983 0.038453937940538835 -0.085369310069349433 0.043497172156527909 0.066834041943705541 0.032771912264580129 0.0040663806878796427 -0.081613614022698802 -0.05628864163851896 -0.078880371964842488 -0.0075667031307217322 0.066301481041532578 -0.020449413199689605 -0.0035941291501873037 0.020876347029533393 0.022998581257581644 -0.036849327455477893 0.070030279493011258 -0.019354173284972048 -0.014655664053231772 0.07446363311616247 -0.1303498542921098 0.022935253104933037 0.07185857141899743 -0.12104528111021691 -0.0037486196574592805 0.073832855931388927 -0.068443295608886665 0.051139473886050682
leaf_weight=40.61755762897883 2.2855960279703167 4.6283725500106803 1.8883687942288805 5.7088428904535231 1.9021106641739609 2.9749954007566002 2.006587557043531 14.746947252715474 0.85937346800346848 2.1645883033052078 7.0927644423209113 8.4302618824876898 2.6952743534930041 13.172413241583852 46.163470082927233 4.3903770996257654 2.0212811091914773 2.7985307066701344 5.0203993115574113 2.2177109792828578 1.8348268142435689 3.1244001756422204 1.9005236667580896 2.8564724018797278 7.4667897364124656 3.2320025456137955 1.4588330890983341 2.2471638843417159 2.2466002497822046 4.4752486795186988
leaf_count=2022 17 97 23 63 12 22 47 160 74 26 75 59 50 89 1127 39 42 49 36 18 26 42 32 57 59 176 21 11 35 27
internal_value=-1.73483e-05 -0.00154389 -0.0133291 -0.038822 -0.0560498 -0.00240744 -0.0454698 0.00688687 0.00456271 -0.00365875 0.00159984 0.0125387 -0.00303377 0.00425292 -0.00515129 -0.0312 -0.056286 0.0199537 0.0288216 -0.000445218 -0.00781847 0.0180916 -0.00938982 0.0175514 0.0509712 -0.0825189 -0.075372 -6.0858e-08 -0.0172937 0.0127909
internal_weight=204.629 164.011 34.5374 10.3587 8.47033 24.1787 4.29218 19.8865 2.76148 16.9115 129.474 38.5252 90.9485 33.8969 88.2532 13.5044 9.11405 20.7244 17.9259 74.7488 53.4775 21.2713 11.5868 8.22747 9.6845 5.06683 3.35936 48.4106 5.10307 12.9055
internal_count=4633 2611 444 172 149 272 64 208 86 186 2167 357 1810 260 1760 156 117 171 122 1604 1340 264 187 134 77 202 53 1138 92 86
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=9 9 17 8 6 5 2 6 10 0 17 7 17 3 16 0 18 6 3 12 15 16 7 9 16 10 6 13 2 3
split_gain=0.19712 1.25224 3.30829 0.721173 0.764722 1.93586 1.71857 1.54188 1.21375 2.46994 1.64632 0.889487 1.38114 0.87025 0.753943 1.31043 1.10952 1.00326 0.902926 0.715282 0.795209 1.12326 0.664309 0.650186 0.690033 0.912359 0.60501 0.602848 0.58856 1.2439
threshold=202.38851837455002 203.09362050815002 196.01244718945003 7.7439566930000003 14.935348962050002 18.946524085150003 344.91334945730006 14.995350363950001 67.181880221750006 90.321439350550008 192.28474763930004 25.121320584100001 190.19286262750003 81.80440399325002 22.584947186600004 88.350799540950007 13.565012728250002 16.485385178400005 92.367355987800025 105.28371344000001 24.673905035600004 9.7049773055000017 24.775165158000004 206.22988073345002 18.764956119400004 73.448676123850007 8.0101871567500016 116.67639440335002 238.63425815445001 93.345954747300013
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 11 27 -6 9 14 -10 12 -5 19 16 28 18 -18 -9 -13 21 -21 -14 -15 25 -25 -3 -7 29 -16
right_child=1 3 -4 4 7 6 -8 8 10 -11 -12 13 22 23 15 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021859421141158879 0.0088162279606911788 -0.10380553826168058 -0.16289043768685083 0.00036052761754619232 0.10548310206866843 -0.12500078910184606 0.035617086292285376 0.10572915700846718 0.051045551780874866 0.10252279750442228 -0.11677374555150606 0.056263764761949366 -0.13411358462741738 0.070317671901686238 -0.096624773752440565 0.085022088735689741 -0.10356160298556823 -0.010533022071184336 -0.020321591908121817 0.060135991661592586 0.011192059853368548 -0.063348620412765649 -0.035954648269076898 -0.081459457532875229 0.034164625634500498 0.043348360737797111 0.070450315244103973 -0.008822664902744826 0.032129225633164185 0.0058438797222925545
leaf_weight=135.72214762343538 3.1000456656765882 0.2200406380979979 1.7586625372059641 4.6160528450273004 1.5924345247913176 2.9604078947741068 1.1055160700343547 0.92651419341565189 0.88039520128222593 2.6303775794804087 1.739652670919895 1.3657288049289515 1.4970872262492778 2.7065647505223733 1.5597855821251849 2.1542964465916148 2.2377668325789273 2.4053329406306148 1.4697542291833086 0.86494497126477465 4.4246314885094762 4.965899446309777 1.2780501013621686 1.4401713539846244 5.0559029597789049 0.98719710134901095 2.1082422208455682 0.52600022964179505 3.490544174797833 4.9263117781374604
leaf_count=3202 38 74 30 57 14 132 25 8 16 35 40 48 77 13 21 19 23 36 43 20 84 200 19 34 27 16 120 14 59 89
internal_value=-4.91731e-06 -0.00444333 -0.0533349 -0.00062024 -0.00274588 -0.0126668 -0.0730236 0.0101425 0.00392552 0.0116542 -0.0603827 -0.00317592 -0.0331567 0.00698377 -0.000813978 0.0142929 -0.0268476 -0.0553686 0.0284158 -0.0117205 -0.0207741 -0.045031 -0.0889079 0.0283155 0.0131241 -0.0307008 0.0539818 -0.107473 -0.000979956 -0.0187979
internal_weight=202.716 66.9943 4.85871 62.1356 59.8073 33.7942 4.59192 26.0132 24.4207 21.8007 2.62005 29.2022 7.39119 21.811 19.1703 12.1309 7.03937 4.6431 2.39627 11.6212 10.2555 5.83084 2.77514 10.1898 7.48327 2.42737 2.32828 3.48641 9.97664 6.4861
internal_count=4633 1431 68 1363 1169 766 171 403 389 333 56 595 153 442 298 188 110 59 51 352 304 220 96 90 77 50 194 146 169 110
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=15 5 0 15 5 3 0 6 9 7 0 0 9 13 15 9 6 9 7 3 13 7 5 5 15 8 15 13 3 16
split_gain=0.199777 1.36648 2.11669 2.70011 1.33346 1.27452 1.35576 0.998295 1.17379 0.940724 1.65592 0.935055 1.01011 1.46797 0.900612 0.803227 0.729705 1.43911 0.698823 1.04378 0.649824 0.608681 0.597149 0.622811 1.18552 1.59929 1.21621 0.727046 1.80677 3.37195
threshold=37.491361913600009 20.911722254300006 87.380266155850009 35.293770423450006 20.971847224900007 87.963661570150023 90.321439350550008 15.695366719750002 205.22231928645002 23.322419822750003 86.264556031700025 86.780739992750014 201.65416293750005 117.55820867010002 37.261389050600009 194.82237869650001 16.375382608200002 194.03220695150003 22.703933514050004 93.716961969300016 122.52916775330002 19.975862989550006 20.852055640250004 20.743195000100005 35.293770423450006 8.1436447804000007 34.969820938750011 115.13321943645001 87.399085362750014 20.394952307700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 -4 -3 -2 7 8 -7 10 14 12 16 -14 18 -13 17 -9 19 -6 -21 -1 23 24 26 -26 27 28 -23 -30
right_child=5 2 3 -5 9 6 -8 11 -10 -11 -12 15 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.088757784682995888 -0.08006501592520858 -0.13795099831868443 -0.019904593113916753 -0.17634108720690364 0.10050117563699562 -0.12213882801728643 0.086424915976048067 -0.12594383960994782 0.001336782354461575 0.031585651544146616 -0.10479943681054851 0.07659447902541984 -0.13137026870901239 -0.013595055563095974 -0.12745803350640939 0.017305265182393573 0.011048488589840847 0.013592029901189996 -0.074943161574781078 0.0055765409212347123 -0.11871685902501006 0.0037043950124289642 0.050213248134821004 -0.049757290068332058 0.084361373835893649 -0.014350369809478514 -0.066645842670689487 0.030760571899402553 -0.12100311153358817 -0.00079762714908616537
leaf_weight=0.8110650023445477 1.7388635217503168 0.77518664067611709 2.6311422079452305 1.9001077453140167 1.152237960603087 1.3313313983380788 2.0646204845979801 1.1890855866367922 1.8256050050258634 5.2756695701973504 1.8980428449576709 2.9283197224140158 1.2525398290599676 6.8243147402536124 0.55912761355284679 10.401125350967048 35.833396023488604 1.9533039870439095 1.0434448560699827 7.9601390687512303 0.44409628212451924 76.611032750879531 2.4902130161644882 2.393697401508688 3.8668900579214087 2.8517119945026934 2.7401420064270487 7.5228025796823195 3.4808719228312821 7.0805318960919976
leaf_count=25 79 11 89 31 10 18 30 30 32 78 25 23 31 125 10 85 352 28 11 685 6 2384 35 31 24 38 29 97 103 78
internal_value=-4.90247e-06 -0.00224507 -0.0240554 -0.0855038 -0.00948354 0.00443562 0.00667536 0.004084 -0.0507349 -0.00405139 -0.0184504 0.00695008 0.000326715 -0.0318594 -0.00376329 0.0303304 0.00699656 -0.0392086 0.00276139 0.0112457 -0.000991366 0.00244845 0.00180645 0.000675091 0.00183414 0.0424632 -0.000967408 0.000933091 -0.00164096 -0.0404155
internal_weight=200.831 133.488 23.6392 4.53125 19.1079 67.3425 65.6036 63.539 3.15694 18.3328 13.0571 60.3821 47.0526 8.07685 11.159 13.3294 38.9758 3.14239 10.5999 9.55647 8.40424 109.849 109.038 106.548 104.154 6.7186 97.4354 94.6952 87.1724 10.5614
internal_count=4633 3800 956 120 836 833 754 724 50 825 747 674 566 156 722 108 410 58 712 701 691 2844 2819 2784 2753 62 2691 2662 2565 181
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=9 12 13 0 9 5 5 5 5 3 10 18 16 13 14 18 13 5 10 7 4 12 0 10 6 15 18 18 17 5
split_gain=0.19017 0.771381 0.934162 0.602586 0.389472 0.772681 0.650303 0.336243 0.513794 0.291966 0.731521 0.32343 0.60177 0.291884 0.834768 0.735564 0.620357 0.601552 0.571963 0.572165 0.663057 0.507683 0.377481 1.10266 1.0596 0.890486 1.14142 0.782785 0.707919 0.577728
threshold=37.364870866050005 293.55977308740006 96.357027853400012 113.1679565431 43.730860148300003 9.1899936892500005 5.3654262215500008 5.136608915900001 4.9923198389000012 79.47351079420001 82.299080289250014 16.222567477200005 8.1899808482500021 95.811270852950017 312.77868840275005 17.327266398450003 92.792132372400019 11.926356180100003 82.299080289250014 27.973342028250006 315.43554467000007 284.29960850000003 98.51854819030001 76.871083323950003 12.255286342800002 22.248428019100004 15.589604336850003 16.012058908900006 208.35751021765003 13.153721664750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 8 -2 10 -1 -12 -13 14 -6 17 18 -15 -16 -20 -21 -17 23 27 28 -26 -27 -19 29 -24
right_child=4 -3 -4 -5 13 -7 -8 -9 -10 -11 11 12 -14 15 16 21 -18 22 19 20 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10269664560774233 -0.10489139588372227 -0.11049808339612338 -0.10612394183458418 -0.10155489211654518 -0.1039018135182372 0.09691915274798274 -0.072574929283640385 0.10331466434259909 0.10786988707583121 0.10370742313830872 0.088218951791952424 0.099594627920117654 -0.07682037263494948 -0.077817764604687895 -0.051619810155264179 0.071561805181564436 -0.077711858841581383 0.0010609435712580148 0.088321802899404112 0.10674804825548696 -0.10174859717083835 -0.021522466229502383 0.06837360869669433 0.062703001282840259 -0.11551872933452778 -0.10852702541791961 0.026043685253936945 -0.071115767551141976 -0.069275893137206876 0.00052899158150343116
leaf_weight=0.38582979311468157 0.26448663685005092 0.78358364982705087 0.69232136447681103 0.3460521895030978 1.037943221937893 1.2348433611914513 0.80527024192269892 0.52467258181422949 0.19882656633853912 0.54881776589900244 0.96407903358340241 0.34843466663733125 0.43444195797201246 0.99587220273679022 0.77681959816254753 2.3633901211433108 0.83017883647698898 163.42323421131732 1.2983305540765284 0.23947089712601144 0.42012348889693385 0.77906581247225393 1.4936620956286768 2.8902097559039239 1.6149378181435157 0.97967091994360123 1.7674112727399913 1.5165612355340261 1.2320653440256126 7.8599142393213697
leaf_count=56 52 228 64 175 356 17 68 4 1 6 11 9 58 57 43 45 38 2663 24 4 131 37 30 22 77 47 35 48 47 180
internal_value=-8.25849e-06 -0.0203236 -0.001329 0.022634 0.000462019 0.0360454 -0.00587258 0.048494 -0.0135869 0.0386602 0.021922 0.049445 0.0016966 -0.000100588 -0.0249782 0.000512031 -0.00199922 -0.000308283 0.0209847 0.049791 -0.0260523 0.0484847 0.000114031 0.00147027 -0.0151137 -0.0565899 -0.0219472 0.000397305 0.00197744 0.011363
internal_weight=199.051 4.50356 3.71998 3.02766 194.547 3.0281 1.79326 0.987986 0.463313 2.6816 2.13279 1.74696 0.782877 191.519 4.60287 186.916 3.56492 183.774 2.73474 1.95792 0.659594 3.14246 182.778 167.83 14.9477 4.36202 2.74708 164.94 10.5856 9.35358
internal_count=4633 607 379 315 4026 142 125 57 53 140 134 78 67 3884 596 3288 240 3206 202 159 135 82 3149 2733 416 159 82 2711 257 210
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=0 12 5 12 18 5 18 2 3 6 9 5 13 12 8 13 0 2 15 5 15 16 5 8 9 10 8 18 0 9
split_gain=0.196011 0.598843 0.706154 1.89343 3.09845 1.14059 1.13643 1.28426 0.739969 1.20706 0.672538 0.655044 1.16947 0.586735 0.637593 0.776453 1.46734 0.600721 0.695607 0.538697 0.511714 0.73867 1.07258 0.703365 1.34773 0.674239 0.643505 0.600199 0.798235 0.931599
threshold=86.345209775600011 323.50112601465008 22.825270530250005 127.48316811305001 13.141419083100002 23.636018850950002 13.258241318650002 125.02712973155002 93.883646373400012 16.555386813950005 186.70853236170004 23.967536448650005 117.76521994615001 66.834523482800009 10.441851282850001 117.60660091645001 85.799452775150016 186.79363985910004 28.444110612900001 25.704065249550002 45.793006327050001 22.624947093000003 21.836296031200003 8.3434888241000014 202.38851837455002 61.987779113750001 8.543332867800002 13.829007611650001 90.321439350550008 201.81004550795004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 10 6 7 -4 -1 -10 -5 12 -7 -13 15 17 -17 18 -15 20 21 25 23 -23 -25 -2 -24 -27 29 -29
right_child=19 -3 5 4 -6 11 -8 -9 9 -11 -12 13 -14 14 -16 16 -18 -19 -20 -21 -22 22 26 24 -26 27 -28 28 -30 -31
leaf_value=0.021207595254431284 -0.055454630330794091 -0.079763527057508637 0.059456399310027566 0.043063260551737231 -0.1141512265355209 -0.12304469780927051 0.079821289567752307 -0.033183778241986421 -0.080004025651067845 0.023295574939792778 -0.029833245838929479 -0.11612901963695943 0.014739741578607649 0.0096615080853473048 0.090161656465246875 -0.004624089899457188 -0.13295812352701103 0.029492151802556699 -0.11196000616671119 0.061820850261247742 -0.046307289151588556 0.035502862703700754 0.09478110910577725 -0.080554428198412173 0.029703922514998028 0.013000564988109562 0.016766194613436924 -0.075909898139417009 -9.4258778510895484e-05 -0.0093763496916291541
leaf_weight=10.180595500394704 2.1748705629142924 1.0559491235471785 2.7273744399426523 2.183235178665198 4.2736886527854949 1.2559653455973632 3.5647868012310937 3.3155776429921389 2.2208680955809532 2.305420096963644 3.0112223317846656 0.42370252846740086 1.2089860013220457 1.3996284976674309 0.79856172855943519 4.1340135326026948 1.1356910169124601 7.203595389277325 0.70822396894800466 1.484708379022776 2.2251067757606497 3.7478965483605844 2.7301057688891879 2.1357916668057442 2.3051077499985695 30.176081428362522 1.7255590222775934 3.0668179642525484 85.958665697711695 6.7067893529310822
leaf_count=100 26 110 32 23 52 42 28 33 93 33 24 10 9 287 13 173 29 158 50 30 35 19 36 14 29 374 18 65 2616 72
internal_value=-1.41716e-05 -0.005209 -0.00369653 -0.0162039 -0.0510833 0.00715028 0.0350428 0.00862765 0.00625106 -0.0273894 0.000805222 -0.00751903 -0.0554655 -4.05366e-05 0.00315764 -0.00160729 -0.0322818 0.0157526 -0.0312025 0.00189587 0.00127349 0.00202581 0.0250843 0.00360057 -0.0233234 -0.00025054 0.064568 0.000703025 -0.00317332 -0.0302536
internal_weight=197.545 53.1071 52.0511 24.175 9.46815 27.8761 9.60774 6.04295 14.7069 4.52629 5.19446 18.2684 2.46495 15.8034 15.3797 14.5812 5.2697 9.31145 2.10785 144.438 142.953 140.728 12.6445 8.1888 4.4409 128.083 4.45566 125.908 95.7323 9.77361
internal_count=4633 1299 1189 325 99 864 93 65 226 126 47 771 51 720 710 697 202 495 337 3334 3304 3269 116 62 43 3153 54 3127 2753 137
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=19 2 15 17 16 18 9 9 9 19 15 9 6 6 8 19 19 15 12 0 7 13 8 17 2 8 13 3 2 4
split_gain=0.202366 0.358155 0.326538 0.234496 1.52087 1.26072 1.38491 0.97353 0.941676 0.922722 1.1327 0.865986 0.685095 1.07158 0.728813 0.757745 0.705725 0.82888 0.649738 1.37286 0.995802 0.607146 0.61322 0.545091 0.963585 1.12847 1.08205 1.14382 1.29185 1.03621
threshold=14.651182102100002 172.99241708655003 38.567335632300008 201.39543491635001 22.644947046300004 14.380989918050002 205.22231928645002 202.38851837455002 208.17787845895003 14.451165964200003 35.293770423450006 209.48385303980004 14.935348962050002 15.945372561050002 1.7486353823000003 12.250988447150002 13.351077205700003 23.884857921950005 221.15890037120002 97.32487278035002 26.366329164100005 98.599201934150003 2.9476996444500005 194.75204781875001 106.26660184425002 8.0437227585500022 117.69263157665002 93.292185584700022 170.01157529015003 222.34787280370003
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 5 6 7 -5 -8 10 12 -12 14 -14 -7 21 18 -18 19 -17 -20 22 -16 -1 25 -25 27 29 -29 -26
right_child=1 -3 -4 4 -6 9 8 -9 -10 -11 11 -13 13 -15 15 16 17 -19 20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0026908947809956003 -0.0379620215348088 0.039228364480319473 0.026020131692821587 -0.058997760505371755 0.084433685000458725 -0.10285258275421756 0.042909727551209212 -0.17322226896431106 -0.072103522072452061 -0.09399947221001087 0.070054704432411505 -0.019961998520062411 -0.1309975583352587 0.015500355813632944 0.076863500807614532 -0.01012109593447532 -0.067821766306722417 0.025743831321650062 0.056521200334197066 -0.11178132120501337 -0.064508965878732602 0.10121734703563352 -0.10214705935917955 -0.040819600765833061 -0.039274915734223918 0.050654820174935437 0.083810358069100976 0.015904623002036902 -0.12269892738873354 0.012264440106927637
leaf_weight=109.21780186792057 1.654137424193322 3.4907511514611542 1.5405292327050117 2.290124975086655 1.7009229585528363 0.71748955531803815 1.7929304260760548 1.1067556608468292 1.1806532163172958 1.0785459931939829 3.5426039658486834 1.5304120715009046 1.1095348531380289 0.9078269779565743 0.38526556431316139 3.7284576675156149 1.0873614782467464 7.3243973668140825 1.8302107420749965 2.0636077471426688 1.0815253999317063 1.2394603244028983 0.38022195591474883 1.5879730142187316 4.6422349347267362 8.9477119571529311 1.5484095003921527 1.174316969700157 1.5734923388808963 24.429101369212731
leaf_count=2743 22 37 21 34 32 208 28 26 23 31 38 39 23 20 19 40 46 92 28 111 68 15 134 46 52 151 28 10 56 412
internal_value=-1.27493e-05 0.017086 -0.00710861 -0.000616938 -0.00786968 -0.0124367 -0.0525899 -0.0962139 -0.00275597 -0.00330339 0.0003292 0.0428987 -0.00955194 -0.0650725 -0.00390596 -0.000193028 -0.00700649 0.0136489 -0.0269688 -0.0463408 0.0115662 0.0579712 -0.0120521 0.00109195 0.0105025 0.0368675 0.00217786 -0.00179461 -0.0634646 0.00403442
internal_weight=195.885 6.68542 3.19467 189.199 36.0783 34.3774 6.37046 3.39688 2.97358 28.0069 26.9284 5.07302 21.8554 2.01736 19.838 19.1205 17.1156 8.41176 8.7038 5.79207 2.91174 2.00495 0.765488 153.121 43.9032 10.5357 33.3676 31.8191 2.74781 29.0713
internal_count=4633 80 43 4553 1055 1023 111 60 51 912 881 77 804 43 761 553 385 138 247 151 96 168 153 3498 755 197 558 530 66 464
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=17 6 16 7 15 17 0 3 2 13 5 17 18 13 19 6 6 16 3 18 15 9 18 2 15 4 6 7 15 17
split_gain=0.184892 0.518366 0.371072 0.268131 0.403901 0.441398 0.274042 0.234412 0.712555 0.363743 0.561927 0.420728 0.259387 0.43831 0.391493 0.299752 1.43768 1.04873 0.806642 0.710894 0.625698 0.837209 0.801467 0.768343 0.917898 0.847281 0.758546 0.706893 0.93273 0.994945
threshold=243.29790314680005 8.2451926476000015 8.9449790827500006 27.973342028250006 6.8054746905500005 180.67147619190004 102.75018128760001 68.609451489050016 219.56639384385002 91.399511060850017 5.3654262215500008 176.44238483465003 17.108018746400003 95.937628385050019 12.150980378200002 13.665319288000001 13.775321858200002 15.839962959300001 81.699554126200013 16.399957653700003 23.949961253350004 210.85023439230002 15.917243450850002 185.00267682035005 32.355961258350007 393.51715702600006 11.630271739450002 22.673598830200003 23.884857921950005 183.44170283300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 8 -1 10 -9 -12 15 -14 -15 19 17 -17 -18 20 21 22 27 24 26 -25 -22 -11 29 -29
right_child=1 -3 -4 4 5 6 -8 9 -10 12 11 -13 13 14 -16 16 18 -19 -20 -21 23 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10142808333394392 0.078578474198179565 0.078076244910210896 -0.10345151766445754 0.069607140810778512 0.057754047095669461 0.030950111633248692 -0.10259475180942648 0.05725052409298105 0.066091341991810604 0.027208117458625419 0.019369210928083993 -0.10193682087495733 -0.049082451532039578 0.078451806069023355 0.0012520460411350302 0.099518664964003412 -0.07798304562620248 0.0075499855306266281 0.00033004113821589212 -0.05631894451363996 -0.011255419423502472 -0.11077302089608546 0.051283474754365316 -0.11192334025491942 0.037631559943503874 -0.0058149782343395635 -0.10935060151914307 -0.0081489055475585416 0.10571591931299403 -0.10749897723658666
leaf_weight=0.30831506472895753 0.16389956115744897 0.97297151747625321 0.35358028174960054 0.29061747108062164 0.26734113322163455 0.17901789222378273 1.0848197741725014 0.43434813967905839 1.4390727724676251 4.4607215598225611 0.38100678327464255 1.1455748156295156 0.60179413243895341 1.5320315686985853 1.1499534319154916 2.5245893467217675 1.3268745886161912 2.4365567183122039 150.28442492428076 2.9515485338633871 3.3031258903210965 0.55730749573558647 4.0879365407745363 1.7074745516292753 2.9502864694222808 1.3455740024801341 1.035386713221669 2.9927420512831304 0.47494947817176569 1.5199494163389315
leaf_count=161 9 37 51 101 68 5 319 38 57 151 45 135 45 22 36 33 40 24 2462 160 77 22 62 81 14 77 39 128 5 129
internal_value=-1.7915e-05 0.0350676 -0.0457978 -0.000289183 -0.0384714 -0.0589847 -0.0836786 7.50995e-05 0.0365336 -0.000261612 -0.043107 -0.0716611 0.000187092 0.0280448 0.0453509 -0.000310184 0.00137806 0.0543503 -0.000355341 -0.00996192 -0.00436248 0.00934508 0.0142905 -0.0230428 -0.00540203 -0.0651581 -0.0346659 -0.0017149 -0.0275824 -0.0416117
internal_weight=194.264 1.49045 0.51748 192.773 1.8218 1.53118 1.26384 190.952 1.74739 189.204 1.96093 1.52658 187.243 3.28378 2.68199 183.959 156.572 4.96115 151.611 27.387 24.4355 14.0936 13.5363 10.3418 7.2888 3.05305 4.33851 9.44836 4.98764 4.51269
internal_count=4633 97 60 4536 493 392 324 4043 218 3825 218 180 3607 103 58 3504 2559 57 2502 945 785 497 475 288 130 158 116 413 262 257
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=19 3 17 17 17 16 0 2 7 7 3 10 2 6 8 15 17 17 9 9 9 14 0 4 0 17 17 6 5 5
split_gain=0.165751 0.321138 0.208185 1.35923 0.810649 1.04498 1.60989 0.865781 1.18296 0.804974 0.722374 0.609104 0.584772 0.509053 0.68802 0.867027 0.759443 0.45543 2.05493 0.396743 0.802639 0.80084 0.692613 0.613232 0.572827 0.498175 1.77569 0.852836 0.759955 0.980518
threshold=14.651182102100002 93.883646373400012 205.96542837505004 205.28496454895003 209.54662559615002 15.774963111300002 91.109157582800023 309.04644204820005 25.198021589200003 26.459406588900006 81.075831839950027 62.678712853250012 355.90084126225003 8.0101871567500016 7.3442686056500008 23.884857921950005 215.11020472680005 204.55825889135002 202.86134752310002 212.49340169810003 211.36251378275003 193.55017375590003 94.940210418650011 161.08698257945002 88.350799540950007 201.39543491635001 202.72018094520004 14.845346859150002 22.053438739150003 20.872540794500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 10 11 8 -6 -9 -4 -7 17 -10 -15 16 -16 19 -19 20 25 23 24 -21 -23 -1 28 -28 29 -27
right_child=1 -3 4 -5 7 6 -8 9 13 -11 -12 -13 -14 14 15 -17 -18 18 -20 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012764713679699845 0.030502767461780225 -0.016894726164555156 -0.06695715961782725 0.077648061499735022 -0.10304323464922967 -0.075342385596748607 -0.13072680845183376 0.088798453265381966 -0.10252499674136605 -0.022898848918046659 0.095285857444424943 0.042756159249219133 -0.075650046140565058 0.098489451172421208 0.017339279804105951 0.019714061929832119 -0.10702383515052627 0.051339560675788425 -0.11610018446395098 0.014422761880686719 -0.077676079338217949 0.017167881151025948 0.0052778830935710092 -0.087179049095489555 0.08582207551781687 -0.095205573061586793 -0.043958991724048102 0.044993353261446718 -0.16464720347296152 0.038917915324088753
leaf_weight=139.76779014549902 4.5255633257329455 2.0894986793864518 0.42713142909633706 2.2535385907394803 1.233709915773942 0.70416157506406341 2.0476346201030537 1.9014140618965023 0.44344853793154371 0.97658635966945428 0.76761826290749013 1.1498607359826563 1.0301120154254011 0.75359810978988928 0.82021255843574215 5.2230855883099139 1.2235113406495655 1.3583765835792285 1.5919499080628154 1.2185737950057949 1.3467191191812151 2.1274227396934275 5.6940975828911178 1.1591075520555021 2.8346385708719026 1.7417252997984167 1.6324080098129341 3.1726224398007616 0.80713603307958681 0.7933292407542466
leaf_count=3143 43 37 56 32 37 35 70 38 127 105 8 21 100 12 26 80 106 20 29 15 42 52 129 34 33 72 76 34 16 5
internal_value=-2.40435e-05 0.0155313 -0.000576669 0.000506103 -0.0109026 -0.0445464 -0.0696038 0.00273201 -0.011562 0.0508964 0.0372828 -0.00209792 -0.000539402 0.0017725 0.00753911 -0.00189282 -0.0571129 -7.11759e-05 -0.0390083 0.000636651 -0.000824393 0.0173683 0.0290771 -0.0351076 0.0563874 -0.000124683 -0.0241619 0.0147737 -0.080139 -0.0532325
internal_weight=192.817 6.61506 186.202 168.53 17.672 5.09641 3.90166 12.5756 9.69757 2.878 1.19475 1.85402 166.276 8.46386 8.02041 7.26681 2.04372 165.246 2.95033 162.296 149.262 13.0338 10.6562 2.37768 4.96206 147.915 8.14722 4.80503 3.34219 2.53505
internal_count=4633 80 4553 3832 721 190 126 531 388 143 64 56 3800 351 224 212 132 3700 49 3651 3388 263 214 49 85 3346 203 110 93 77
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=9 19 12 19 19 15 12 19 15 9 8 14 14 16 4 7 4 19 5 17 18 17 14 9 8 0 15 5 5 5
split_gain=0.158787 0.538947 0.722153 1.24689 0.992322 0.890869 0.901176 1.03286 0.908171 0.863763 1.08853 0.664391 0.543181 0.627592 0.610072 0.534374 0.842347 1.09911 1.19888 0.766012 1.95809 1.37407 0.954073 1.39115 0.940733 0.835231 0.702242 0.629914 0.567233 1.13865
threshold=186.70853236170004 14.451165964200003 150.80177373595004 14.351157895250003 14.351157895250003 40.726271367500011 124.89425631215002 13.151061067750001 27.220712026400005 186.16747084260001 7.943800736700001 195.37489133290003 234.45909168080001 19.304954856600002 241.58130306185004 23.109894804950002 230.62319231240002 14.251149826300002 24.148799123900002 188.51582982015003 13.037923179150001 191.06791329340004 144.12207640715005 195.13041324455003 8.543332867800002 85.968825637350008 46.055224235250002 21.950234501100002 21.869642762900003 21.612734424500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 7 8 11 10 -8 -1 -4 -14 -15 16 19 -18 -19 20 22 27 -2 25 -23 -24 -20 -21 29 -17
right_child=15 -3 3 -5 -6 -7 9 -9 -10 -11 -12 -13 13 14 -16 28 17 18 26 21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.12325633438126236 -0.070494486471063392 0.035517772158683687 0.069395565124473563 0.092162315661255184 -0.066894957390683227 0.097017810270879135 -0.048760817658819712 0.036481121738147666 0.10636829492099986 0.10349177989041228 -0.22753301946926305 0.047293970573457182 0.0071236511095443683 0.026189719257088996 -0.09215401166198367 -0.0007608027018389667 0.033391820675502441 -0.07976302206876984 0.037026389639775184 0.084515989312365952 -0.11172779645797043 0.011745358707402464 -0.054498975825028939 0.071190281873744196 -0.072225853262967279 0.022166861063807834 -0.075284232793785391 0.011250390880389729 0.0137144976684354 -0.08492532775078894
leaf_weight=1.1279932489051097 1.6942149270325924 5.2439442863687864 1.2201157696981741 1.7939015300944436 3.1144208218902341 0.83273341506719667 1.8339043058222166 4.2212410693173297 0.28704231977462757 0.28266237676143635 0.41827886551618565 0.28640760245616537 15.523275534054848 0.65204762294888396 1.3122652708261737 89.24679260857738 1.8018189959693689 5.439900338300502 1.8157415636815133 3.0112181566655618 1.9426322925137345 4.2138602174818516 2.8450278877280635 2.6800952557241544 1.9522593705914912 2.8390904702246189 0.80291597137693305 1.9228374110534785 29.343870992539451 1.6369191902922455
leaf_count=209 32 93 50 18 28 5 298 61 2 3 3 32 1161 5 54 1779 23 63 12 28 26 38 29 54 27 18 74 20 368 20
internal_value=-2.86414e-05 0.00574395 0.000999191 0.0125224 -0.0180456 -0.00166958 -0.0113864 0.0099686 -0.0558084 -0.0612825 -0.0819627 -0.0887209 0.00488566 0.000384778 -0.0528702 -0.00146625 -0.0127462 -0.037215 -0.053002 -0.00230209 -0.0198149 0.016632 -0.00206329 0.0117978 -0.0148408 -0.0162061 0.00259043 0.0559639 0.00162626 -0.0022767
internal_weight=191.339 38.1502 32.9063 20.5016 12.4047 9.29026 8.45753 5.92268 1.70144 2.53485 2.25218 1.4144 18.7077 17.4876 1.96431 153.189 32.9616 9.86038 8.05856 23.1012 12.0011 11.1002 10.0584 8.36421 6.16612 5.68412 2.61866 4.93406 120.228 90.8837
internal_count=4633 2022 1929 1288 641 613 608 304 243 304 301 241 1270 1220 59 2611 444 172 149 272 159 113 133 101 65 47 86 48 2167 1799
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=9 12 13 0 9 5 5 5 5 2 3 10 18 16 18 6 6 16 18 3 5 5 5 5 0 0 13 19 13 4
split_gain=0.170259 0.640064 0.800578 0.505043 0.360867 0.612516 0.502625 0.26722 0.42593 0.241036 0.240627 0.596356 0.261428 0.493903 0.236594 0.518566 1.22118 0.988096 0.903357 0.649225 0.618611 1.13745 1.21313 0.885939 0.550726 0.693435 0.553395 1.12053 0.844911 0.612727
threshold=37.364870866050005 293.55977308740006 96.357027853400012 113.1679565431 43.730860148300003 9.1899936892500005 5.3654262215500008 5.136608915900001 4.9923198389000012 56.799426908350007 79.47351079420001 82.299080289250014 16.222567477200005 8.1899808482500021 16.884724796650001 13.665319288000001 13.775321858200002 15.839962959300001 16.399957653700003 81.699554126200013 16.222050829800004 16.411347766100004 16.546942136250003 16.810410538500005 105.7585659356 102.65877371115 101.51349054760001 12.851036860900001 101.12635257680002 278.29044475435006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 7 8 -2 -8 11 -1 -13 -14 15 18 17 -17 24 -18 -21 -22 -23 -24 25 26 28 -28 -6 -29
right_child=4 -3 -4 -5 14 -7 9 -9 -10 -11 -12 12 13 -15 -16 16 19 -19 -20 20 21 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.10228359411043664 -0.10407722081916229 -0.1092682163954125 -0.10555488745087345 -0.10146468399394958 -0.0040109959500454215 0.094157433111054817 0.022260013287045056 0.10042363058520652 0.10657626915053593 -0.10442250962974622 0.10082814947122787 0.083667564081467138 0.098370846412373855 -0.073583144688178045 0.018164075978051836 0.097975616732654813 -0.071678380238105174 0.0064355279734810049 -0.086614040788093982 0.064949140639348771 -0.086656453564147307 0.084087293875580726 -0.044389357102127457 0.00093591890672020542 0.063612237078963005 -0.10870045680408742 -0.09817095302210252 0.0081244515476281871 0.083919876223629924 -0.054765859121794672
leaf_weight=0.32387135247699994 0.22011994500644438 0.67466226284159336 0.60888795295613807 0.29568067428044731 8.5230794194212773 1.0993104432709513 0.21647936850786209 0.45736541459336877 0.17020209133625031 0.49049785133684054 0.47444162354804564 0.85940124839544274 0.29410197772085667 0.38663031451869756 6.8189623133912383 2.3144976533949366 1.2646266655065108 2.4038755893707275 1.6339250093878934 1.4644240923225869 1.5119384946301568 1.7170022055506695 4.4505086615681639 139.00313244307108 0.98435893600253521 0.72958999400725488 1.7794265561387854 5.3845054007251747 1.2534808489726845 2.1749125653877854
leaf_count=56 52 228 64 175 298 17 2 4 1 66 6 11 9 58 545 33 40 24 122 11 14 6 48 2390 32 61 93 83 15 69
internal_value=-1.80205e-05 -0.0206488 -0.00221285 0.021675 0.000416367 0.0370269 -0.00337041 0.048556 -0.0122206 -0.0656318 0.0372452 0.0210616 0.0469996 0.000707453 -0.000113387 -0.000819152 0.0012496 0.0513386 -0.0150137 -0.000332197 0.000276836 -0.000368829 0.000529849 -0.000470253 -0.00939714 -0.0130186 -0.00936663 -0.0267756 0.00726287 -0.00996966
internal_weight=189.984 3.91768 3.24302 2.63413 186.066 2.65398 1.55466 0.847687 0.390322 0.706977 2.33845 1.864 1.54013 0.680732 183.412 176.593 154.13 4.71837 22.4633 149.412 148.147 146.683 145.171 143.454 20.8294 19.845 19.1154 9.33884 9.77656 7.55942
internal_count=4633 607 379 315 4026 142 125 57 53 68 140 134 78 67 3884 3339 2566 57 773 2509 2469 2458 2444 2438 651 619 558 245 313 152
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=19 5 6 15 16 17 16 18 6 0 13 15 19 2 10 6 3 5 15 6 17 12 12 6 2 10 5 18 3 19
split_gain=0.1592 0.29936 0.294291 0.194217 0.577846 0.681416 0.626414 1.18637 1.03949 1.22614 0.865877 0.546218 0.516902 0.692053 0.46804 0.450375 0.617397 0.628592 0.592008 0.546062 0.565019 0.494105 0.889776 0.526464 0.597582 2.08463 0.603285 1.21412 0.838584 0.71476
threshold=14.651182102100002 22.327062271350005 16.555386813950005 44.732387748900003 22.594947163200004 195.81403325600004 22.674946976100003 13.405741979600002 16.405383309150004 85.866664228400012 118.06363879865002 42.968808980200009 14.451165964200003 168.12216079815002 61.998532946250002 16.455384477450004 90.461239173300015 20.093158056800004 42.33967733730001 16.445384243750002 188.70679832985002 79.204428604100016 90.571070795850019 17.755414852450006 176.47634813035003 61.950140699950005 21.757682542950004 13.023955459300002 93.82450029455002 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 10 -6 -10 -8 15 13 -13 -11 18 -17 -18 19 -1 -21 -19 -23 24 26 -26 29 28 -28 -24
right_child=1 2 -4 4 6 -7 7 -9 9 14 -12 12 -14 -15 -16 16 17 21 -20 20 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0013197456916542493 0.039154170519502429 -0.037847121101563214 0.020265197426372304 0.051288120179747015 -0.12288605005703478 -0.035791799269023192 -0.116137026907464 0.09243715353752692 -0.11559501313821136 -0.034152903630832787 0.035533428419904776 0.046171727004800933 0.065679737762693452 -0.022325781709623311 0.032308081684894324 -0.090417167670171397 0.064651258980149506 0.047292393019064807 -0.066305913461148655 0.0008477442419939533 0.076060026104709036 -0.12478208501581566 -0.035734921878823392 -0.072179766083910218 0.0074135379360685469 -0.10451189038792003 -0.13538795817499674 0.045600960640722735 -0.0061207194869853428 0.013741230001694006
leaf_weight=120.88796380916392 2.9160002879798403 1.4960674615576866 2.087260621599853 2.5053299504215825 1.2854306584631539 1.4012111196207113 0.77837029694637772 1.1390078999102113 1.1266894799773579 1.9643671596422789 0.72887115832418203 2.7815747708082181 2.3033515852876008 3.1401028748368844 2.3006166210398078 0.95318705763202061 1.1259912769310165 1.3758959544356901 1.2623119850177307 1.9745707415277132 2.0212404616177082 0.70780352444126293 7.0652657225728124 1.3596847055487149 4.5453602561465223 2.6251384765491821 0.5981669425964341 6.0911838890169747 3.1165009793185163 4.9766240231692791
leaf_count=3271 28 17 35 24 52 31 32 14 92 29 9 15 27 42 14 23 17 34 20 9 38 26 48 201 104 65 6 103 173 34
internal_value=-1.56401e-05 0.0153632 -0.00399715 -0.0005644 -0.0122323 0.020054 -0.0257604 0.0154136 -0.0420783 -0.022813 -0.0427923 0.000349475 0.0254842 0.00984938 0.00169747 -0.000937089 -0.0110545 -0.00880222 0.00183321 0.00252195 0.0388931 -0.0113501 -0.0139457 -0.0113632 -0.00851357 -0.0335627 -0.000292377 0.0181222 -0.0269364 -0.0152876
internal_weight=188.641 6.49933 3.58333 182.142 13.2299 3.90654 9.32335 2.64625 6.6771 5.39167 1.50724 168.912 8.22503 5.92168 4.26498 160.687 34.5408 33.5876 126.146 124.884 3.99581 32.4616 31.0857 30.3779 29.0182 7.1705 21.8477 9.80585 3.71467 12.0419
internal_count=4633 80 52 4553 297 55 242 55 187 135 41 4256 84 57 43 4172 834 811 3338 3318 47 794 760 734 533 169 364 282 179 82
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=3 10 5 2 18 8 3 3 17 10 16 7 18 4 5 17 16 5 6 6 0 5 7 3 7 7 18 5 19 10
split_gain=0.158308 0.632276 1.08918 1.45655 0.903198 0.687678 0.625283 0.649635 0.461552 0.857068 0.6703 0.442935 0.683743 0.390281 0.389283 0.340363 0.327471 0.319319 0.308791 0.525564 0.468034 1.73118 0.658279 0.945932 0.735351 0.608692 0.720537 0.517295 1.00231 1.22213
threshold=93.883646373400012 61.917879202350001 23.435546682850003 90.05676182820001 13.1052958007 2.9476996444500005 93.776108048150022 93.733092718100025 188.85216786605002 61.740440965750004 23.024946157700004 22.580797808900005 12.899561312100003 197.71977442185002 36.806659819600007 185.54770736950005 22.664946999500003 34.053606374050013 18.195425133200001 16.890394641350003 85.990333302400003 23.374630421750002 22.673598830200003 93.394346993650018 22.747724408400003 22.812602664350003 13.193283301750002 20.911722254300006 14.251149826300002 68.20618276945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 16 15 -4 7 18 11 10 -10 12 14 -8 17 -5 -3 -2 19 20 21 -1 23 27 -24 -26 -27 -22 29 -29
right_child=1 2 5 4 -6 -7 13 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.078855826202016324 -0.0045379531047263768 -0.096541986868667676 0.10198447829127094 0.024003003576455632 -0.039503652587831166 -0.11498912123168088 0.052011515861376402 -0.072204840544527402 -0.096527137030377241 0.094661466284914342 0.054510422161631079 0.078315118216800622 -0.13174519383316671 0.0064697316414248085 0.079191088990299321 0.10813806435720863 -0.027327303986063339 -0.094171455906938789 0.059156806532180119 -0.06298624666079955 0.025265295443710534 0.020556584158770957 -0.053340780899670259 0.098157767581933078 0.04997050723118069 -0.059304151417689605 0.00047283546885781608 -0.15771824524346487 0.048636890201437605 -0.0041614046580579264
leaf_weight=3.2167106028646222 8.0439923571575438 1.385948409646516 0.15948415361344803 0.7738286244421041 1.0050352579564785 1.7371576362638732 3.7503902530297628 1.247797172050922 0.5836310164049785 1.4362888853065667 0.59175434382632375 0.60885654645972032 0.43765219920897003 3.7766302816744428 0.53240614045353218 1.2698803544044492 1.3487966433167455 0.41811064480862192 0.88441473618149657 1.3177405921742309 9.7276805657311325 3.8462182658549864 2.5906246440717942 1.4570085844025005 2.4370386531809336 2.0489601420704266 127.10427274270114 0.81708951928885643 1.3573006242513654 1.4173470342066137
leaf_count=38 378 34 4 66 21 283 28 17 29 15 20 12 42 40 38 7 11 24 13 25 248 44 48 12 27 22 2999 34 11 43
internal_value=-1.82543e-05 -0.00834936 -0.0309834 -0.00941769 0.0381121 -0.0967443 0.000996104 -0.000333296 0.00538939 0.0428391 -0.0204864 -0.00435129 -0.0096875 0.0291612 -0.00374846 0.0762812 -0.0624048 -0.00896672 0.000233508 -9.77061e-05 0.000433448 -0.0247194 0.00162609 0.0216586 -0.000579951 0.000458754 -0.000475501 0.0132903 -0.019142 -0.0603141
internal_weight=187.33 20.3328 7.68013 5.78349 3.04874 1.89664 166.997 159.47 12.6527 2.61167 1.17539 10.041 9.43216 7.52702 8.99451 2.04371 2.73475 8.4621 158.222 157.338 156.02 7.06293 148.957 14.7764 134.181 131.59 129.153 13.3194 3.59174 2.23444
internal_count=4633 984 426 139 94 287 3649 3581 558 64 49 494 482 68 440 73 45 402 3564 3551 3526 82 3444 348 3096 3048 3021 336 88 77
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=9 12 13 0 9 5 5 15 18 6 6 2 18 0 0 3 5 13 5 5 5 15 8 9 12 16 18 6 16 13
split_gain=0.166749 0.571103 0.717853 0.448889 0.294348 0.526356 0.450149 0.243911 0.354674 0.440173 1.03174 0.928873 0.767069 0.562759 0.626589 0.548629 0.519314 1.03738 0.565715 1.02788 0.725085 0.693935 1.61953 1.87719 1.01316 0.936319 1.97231 1.0508 0.914225 0.853922
threshold=37.364870866050005 293.55977308740006 96.357027853400012 113.1679565431 43.730860148300003 9.1899936892500005 5.3654262215500008 11.870705757150002 16.884724796650001 13.665319288000001 13.775321858200002 189.32640726775003 16.399957653700003 105.7585659356 102.65877371115 81.699554126200013 16.222050829800004 103.75835308650001 16.411347766100004 16.546942136250003 16.810410538500005 28.579157549250002 8.2435668022500028 196.40176798710004 97.388883832800005 18.684956306450005 13.956123578150001 14.935348962050002 18.734956189500004 109.40142670235001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 12 11 -11 13 14 -9 -12 -17 -18 -19 -20 -21 22 23 24 -22 26 -23 -28 -27 -24
right_child=4 -3 -4 -5 7 -7 -8 8 -10 10 15 -13 -14 -15 -16 16 17 18 19 20 21 25 29 -25 -26 28 27 -29 -30 -31
leaf_value=0.035392505286573027 0.047625383898078848 -0.10893021609497573 -0.1050542740196629 -0.10135325477985187 -0.053742037980186799 0.090444893893129402 -0.064658524944081155 -0.0089753266640826088 0.02359167686399067 0.0098880250337442955 -0.066777796108603904 0.10183813478286036 -0.081774275724776926 0.068364582565825047 -0.10797208830488124 0.060861666349331982 -0.09043438177173424 -0.067910698489575302 0.080422279298239835 -0.039418432877317867 -0.087660651039684859 0.048430344609193987 -0.034310510447246631 0.09458451336484415 0.026903602075468963 0.072564233109618903 -0.1161279072862252 0.020625189564321512 -0.00063584375152885757 0.028069691223019319
leaf_weight=2.1672303490922791 0.77797598572214999 0.61659099120879535 0.56281532303546544 0.26995744986925263 0.84244125021723348 1.0042152809910474 0.65989635098958388 18.573299148178204 6.2516205123829414 2.6272621490061274 1.2270710037555534 1.8882208140566943 1.5495690958632611 0.9036491567385373 0.6621466358192255 1.405449766665696 1.2634769200485596 1.1959533933550108 1.6172508224844921 4.4631712138652793 0.92406103113899174 1.5737935848592304 5.8660811192530655 4.5287211891263723 4.6889605110027333 1.7332438053563226 2.6542825367650953 0.71276658959686745 109.35579139140464 3.5060116194654256
leaf_count=140 57 228 64 175 244 17 68 540 354 23 40 34 117 28 56 11 48 10 6 47 67 29 58 23 477 13 204 8 1404 43
internal_value=-1.38635e-05 -0.0212766 -0.00326117 0.0202457 0.0004076 0.0348921 -0.00390613 -6.02193e-05 0.000192185 -0.000653781 0.00125688 0.0483384 -0.0139765 -0.00875994 -0.0123831 -0.000192149 0.000369442 -0.000220623 0.000577465 0.00115582 0.000240192 0.00154607 0.0189936 0.0466875 0.00804311 -0.00138824 -0.0439836 -0.0871788 0.000506245 -0.0109747
internal_weight=186.073 3.61659 3 2.43719 182.456 2.44209 1.43787 180.014 179.172 172.92 151.232 4.51548 21.6887 20.1391 19.2354 146.716 145.489 144.084 142.82 141.624 140.007 135.544 19.5138 10.1417 5.61302 116.03 4.94084 3.36705 111.089 9.37209
internal_count=4633 607 379 315 4026 142 125 3884 3640 3286 2545 57 741 624 596 2488 2448 2437 2389 2379 2373 2326 668 567 544 1658 241 212 1417 101
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=13 13 17 13 13 12 13 8 6 17 15 17 10 8 6 18 5 13 16 18 19 0 6 15 2 4 5 16 19 2
split_gain=0.163628 0.606974 0.611684 0.595264 0.381113 0.627911 0.467447 0.494945 0.420649 0.404934 0.383559 0.366183 0.36537 0.83653 0.356588 0.603111 0.589678 0.500942 0.288386 0.568573 0.37349 0.90101 0.64665 1.05386 0.760625 0.811299 0.62205 0.843739 1.48979 1.19661
threshold=95.937628385050019 92.792132372400019 172.18378740490002 96.357027853400012 92.146902421150017 216.20511703005005 89.208417684550014 2.5480115570500002 3.6650856341500009 201.00900942685004 6.8054746905500005 201.39543491635001 81.573196594050017 6.9445805182500004 6.9201616884500003 13.921859755900002 13.252098438300001 101.03763345850001 13.534968349350001 15.398663672050001 11.850956171350001 101.91675926715001 13.005303866850001 23.884857921950005 186.79363985910004 414.02602702375003 15.332427622700001 15.404963976500001 12.651020723000002 73.064159960350011
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -7 -1 -11 14 -14 15 -5 17 -16 19 -18 21 -20 23 -22 -25 -26 -24 29 -29 -28
right_child=3 2 -4 12 -6 6 -8 -9 -10 11 -12 -13 13 -15 16 -17 18 -19 20 -21 22 -23 26 24 25 -27 27 28 -30 -31
leaf_value=0.079297862342388475 0.07039130891125174 0.045695124403365373 -0.092606692542029495 0.019660185479697043 0.050276675440758645 -0.10315631016506628 -0.056325724228229429 -0.10186393235558387 0.063793268621774118 0.10364138055653116 -0.10179560866629411 -0.10098441484228314 0.097256429914979001 -0.10660693293081834 0.055619855429082557 -0.10430712647117153 -0.0060957683822706055 -0.015410879874561592 0.076235941636671592 -0.12232275372390491 -0.10451299168571491 -0.0089678504764388565 0.051277752320133013 0.016986703825500132 -0.11203046472408369 0.023900459608268771 0.020758213948200724 0.051243303222196591 -0.00036177927767555736 -0.067745782201157484
leaf_weight=0.13368474668459185 1.2147270876157552 0.40618536648253201 1.5035921240632886 0.73190872988197841 1.2639561944524755 0.34873215856350848 0.88734878596733313 0.27378677989327105 1.9565513967681907 0.29390481486916542 0.93471016634794069 0.12449914898024872 0.26541388616897055 0.83300550188869238 3.4679540803190312 0.84615741140441969 1.6359119487569835 1.3911666031926868 2.1526093421998658 0.56669526963378292 1.4980948017910112 2.9310432113707066 2.4157087965868405 3.6083793994039297 1.1803691354580221 0.69915727642364789 2.4260874763131133 5.8294698421886997 138.63578010815036 4.125279494561255
leaf_count=37 34 35 158 24 51 119 91 118 73 7 427 97 7 117 70 146 96 33 61 16 107 18 29 53 47 27 9 173 2243 110
internal_value=-9.07971e-06 -0.0138826 -0.0631917 0.000629892 0.00126401 -0.011243 0.00742879 0.0263022 0.0391855 -0.0235756 -0.079136 0.0427535 0.00014632 -0.0573469 0.000508966 -0.046811 0.000941698 0.0352838 -5.3338e-05 -0.0359991 0.000425051 0.0271106 -0.000420614 -0.0301751 -0.00988221 -0.0614661 0.00093415 0.000128838 0.00172059 -0.0349712
internal_weight=184.582 8.12695 1.90978 176.455 6.21717 4.95322 3.88482 2.99747 2.72369 0.767136 1.06839 0.418404 175.24 1.09842 174.142 1.57807 172.564 4.85912 167.705 2.20261 165.502 5.08365 160.418 6.986 5.48791 1.87953 153.432 151.017 144.465 6.55137
internal_count=4633 1213 193 3420 1020 969 505 414 296 223 464 104 3386 124 3262 170 3092 103 2989 112 2877 79 2798 234 127 74 2564 2535 2416 119
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=0 4 7 18 17 8 4 6 15 18 18 9 19 6 12 8 14 8 7 19 6 15 5 17 18 0 2 17 16 2
split_gain=0.15723 0.456357 0.253685 0.455155 0.446259 0.360071 0.497 0.351636 0.56566 0.355727 0.663401 0.334334 0.739027 0.274743 0.315672 0.552419 0.47907 0.452191 0.52514 0.418378 0.372648 0.362054 0.353208 0.337736 1.01122 1.51154 0.921829 1.66725 1.60363 0.684111
threshold=71.096275259750016 160.20223982390002 20.797746106000002 12.514699516150001 171.19957438235002 5.1459841250500009 208.25848595475003 15.635365317800002 23.672254530550003 12.964611930900002 14.170404054850001 66.544071737050004 14.051133688400002 18.195425133200001 58.770113158150004 8.8430989333000021 144.12207640715005 8.7431769115000026 20.965117707800005 14.451165964200003 16.605387982250004 34.139075990150012 21.990725385850002 188.27285108100003 13.304953393500002 86.345209775600011 108.63443756215001 189.00567661160002 22.644947046300004 90.05676182820001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 -6 9 -9 -2 -11 -8 -13 14 -5 16 -16 18 -18 21 -21 -17 -19 -20 25 26 29 -28 -29 -25
right_child=2 -3 3 13 5 -7 11 8 -10 10 -12 12 -14 -15 15 19 17 22 23 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.072406564532867798 0.064925668490347421 -0.1032844835429868 -0.064287190538857009 0.07304033178955617 -0.10844691672281154 0.10374108109355203 0.065501541411460071 -0.11995277101168465 -0.0031552618248567319 -0.10505203391587865 0.0828245776501184 -0.11333168836577122 0.10508000816171809 0.041632623058310447 -0.056486234503080747 -0.054501620947013274 -0.11526887645384087 0.04744050816979356 -0.0080859736585579042 -0.12391663366889848 -0.033377592984632234 0.023067016936357439 -0.00044466750196923803 0.0058367585456586381 -0.00094242361821616463 0.074210952834555782 0.051753558970630859 -0.12440678672648529 0.0089061312990017551 0.086371723922104807
leaf_weight=0.21599094556586251 1.1393072972714424 0.4685948760707106 1.1158161644416384 0.58026714622974296 0.24473186687100756 0.80647002113983024 1.6313013168401087 0.5234727507195206 1.9947548261989139 0.43166286178166036 0.33288039662875235 0.36296362186476461 0.27028228342533112 1.5548670257849142 1.4843166843056668 1.0296514676520012 0.39739902295695984 3.5881761191412798 40.264950315562601 0.79173300461843599 1.0675795222632585 1.447858882776927 2.6990841096267104 2.4952242225408536 104.16660040218267 4.6520845703780642 2.0001334596454399 1.9270543138845826 1.6968411051202563 1.8271241709589956
leaf_count=14 28 174 31 6 83 18 32 77 116 39 16 59 2 47 14 29 80 32 1108 19 26 21 37 49 2328 41 17 39 37 14
internal_value=-1.83692e-05 -0.0478529 0.000161041 -0.000623367 0.0178797 0.0456133 0.0269314 -0.00291539 -0.0274344 0.0295159 -0.023251 0.0415618 -0.0201091 -0.000214334 -0.000592372 -0.000841455 7.25023e-05 0.000579102 -0.000458258 -0.0360776 -0.071931 -0.00917045 0.0268837 -0.000171359 0.00251194 0.0271603 0.00515399 -0.0215348 -0.0619848 0.0398801
internal_weight=183.209 0.684586 182.525 174.787 7.73783 3.31575 2.50928 4.42208 2.51823 1.90385 0.764543 2.26455 0.633246 173.671 172.116 171.536 167.199 165.715 159.427 4.33682 1.85931 2.47751 6.28726 159.03 118.765 14.5985 9.94638 5.62403 3.6239 4.32235
internal_count=4633 188 4445 3975 470 194 176 276 193 83 55 93 61 3944 3897 3891 3796 3782 3713 95 45 50 69 3633 2525 197 156 93 76 63
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=3 10 5 2 18 8 3 3 17 10 6 7 17 7 17 4 5 16 19 6 10 5 15 2 15 18 18 0 8 15
split_gain=0.146159 0.547731 1.01994 1.19196 0.722055 0.563707 0.509239 0.521777 0.382896 0.771643 0.574238 0.379119 0.6103 0.393222 0.339388 0.318009 0.30761 0.300533 0.291273 1.08213 0.863198 0.915759 0.841337 1.03557 0.643322 0.557545 0.643161 0.529749 0.968066 0.937082
threshold=93.883646373400012 61.917879202350001 23.435546682850003 90.05676182820001 13.1052958007 2.9476996444500005 93.776108048150022 93.733092718100025 188.85216786605002 61.740440965750004 17.880417773100003 22.580797808900005 183.93802912725002 22.343045670750005 185.54770736950005 197.71977442185002 36.806659819600007 22.664946999500003 14.451165964200003 16.575387281250006 65.509659264600018 19.841254985200006 42.80317728375001 221.01224434660003 46.674706678850008 13.304953393500002 13.531614672700002 86.208098410950015 8.543332867800002 45.484733152800011
decision_type=2 2 2 2 2 2 2 2 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 8 3 17 14 -4 7 18 11 10 -10 12 13 16 -5 -8 -2 -3 19 27 21 -20 23 25 -24 -23 -27 28 -1 -29
right_child=1 2 5 4 -6 -7 15 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 22 24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.046231031871444082 -0.0086072349980331562 -0.091450468755317774 0.10155169317322915 0.020098541482121403 -0.033970129158167675 -0.11414533135374035 0.048094523476149779 -0.064957431366026649 -0.092974221928805875 0.09225326945536888 0.050297215322609015 0.074026469386354973 -0.070901436737446089 0.10669844162141816 0.10702402458560019 0.0064377357358066621 0.073314545415534171 -0.024227919911039123 0.089548824184311704 -0.070896500073581573 -0.057996216085613422 0.040918325501778409 0.066718621245867527 -0.074869305387547838 -0.015792975586806642 -0.041413300478666905 0.014015999547893532 0.0025918574207482344 0.013526101690847437 -0.079094296642178652
leaf_weight=6.4737797034904343 6.8691272463875066 1.3056450203584966 0.1312494184821843 0.74885342022753354 0.97298557241447259 1.5763948369713032 3.5697206864133468 1.2363741109147657 0.55508728451240974 1.3126333053223787 0.56398999551311135 0.58268108661286611 1.3617130087222902 0.34103034436702717 1.1223388463258741 3.765931205736706 0.49112616894126393 1.3555369079113004 1.5745636448264182 2.2121960477670646 1.6945536751300085 3.6594197954982546 3.7190088294446459 1.7130909007973958 1.2667955295182762 3.2040664060041291 6.0386248761788011 116.58445574673533 4.6641435810888652 1.421491028741001
leaf_count=66 413 34 4 66 21 283 28 17 28 15 21 12 29 2 7 40 38 11 14 37 34 51 34 40 39 28 60 3092 35 34
internal_value=-1.34168e-05 -0.00824391 -0.0300482 -0.00910532 0.0359034 -0.0975669 0.000961836 -0.00025307 0.0047783 0.0402404 -0.0207686 -0.00416183 -0.00918874 0.00172308 0.0722363 0.026709 -0.00314086 -0.057209 0.000265641 -0.0015477 0.0106807 0.0161765 0.0102825 -0.00181826 0.045754 0.00788117 -0.00519909 -0.00035978 -0.021207 0.00160787
internal_weight=182.089 19.2904 7.213 5.50536 2.84418 1.70764 162.798 155.463 12.0774 2.43171 1.11908 9.64568 9.063 7.70128 1.87119 7.33565 7.36025 2.66118 154.226 131.356 22.8701 21.1756 19.601 14.6152 4.9858 12.9021 9.24269 129.144 11.1379 118.006
internal_count=4633 984 426 139 94 287 3649 3581 558 64 49 494 482 453 73 68 451 45 3564 3264 300 266 252 179 73 139 88 3227 101 3126
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=13 16 13 9 18 7 5 9 8 16 5 19 13 2 18 8 16 17 17 10 13 9 9 2 9 17 16 3 6 16
split_gain=0.150889 0.552972 0.507169 0.608671 0.505431 0.496499 0.524172 0.435267 1.03425 0.437494 0.469928 0.706645 0.70446 0.454341 0.422423 0.386655 1.07446 0.345456 0.424572 0.317847 0.474946 0.302635 0.589763 0.659851 0.562337 0.737842 0.80451 1.2768 2.13581 1.37904
threshold=95.937628385050019 14.274966618900002 96.357027853400012 38.283670303850009 14.693728290050002 21.350715310200005 11.926356180100003 54.842324361600014 3.0476216663000004 12.644970430600003 13.252098438300001 12.250988447150002 101.03763345850001 90.828344481500011 13.602243858600003 7.3442686056500008 17.874958200600002 189.31980273685002 182.37451917730002 72.62331947780001 98.050756475600011 186.70853236170004 185.98753508445003 52.497771754550008 193.49750438550004 198.39433209390003 22.594947163200004 89.883220675300024 14.995350363950001 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 17 14 -9 13 11 -11 15 -10 -5 -13 -17 18 -7 -16 -21 22 23 -12 25 26 27 28 -23 -29
right_child=2 -3 3 7 5 6 -8 8 9 10 21 12 -14 -15 19 16 -18 -19 -20 20 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.090180661997016839 0.066257570482907563 -0.090305251154740834 -0.10410952698317762 -0.0093513527235509659 0.089936971724521322 0.01891436071649873 -0.067822045954342033 -0.098379405631561889 -0.0025663683166676503 0.077043420460444628 0.10252405128132352 0.095858840670007314 -0.09197290218918952 -0.11088805204767527 0.10857924961651946 -0.10613976084436472 0.10284490871306869 0.029364416905793514 -0.087586659563061206 0.07696002475864995 -0.064038947162399426 0.017157019164664718 0.060633131689007094 0.0020303535494701434 0.0012509204526142061 -0.074694221892225549 -0.031959646527002387 0.10459867227694085 -0.10436548319535432 0.0039318255923188701
leaf_weight=0.62316609830668213 1.168666325858793 0.83970232750289131 0.55805488259647873 1.2131351504940533 0.61032986920326937 0.82875157223315887 1.074909027025569 1.0660902534145851 0.84350348301450029 1.9970564492978145 0.6772503259126158 0.58495047967880986 0.65541213192045678 0.71580847125005675 0.9200788652524351 0.51732386561343446 0.46909751743078232 3.0228501386591233 0.68265446145233 0.69042751943925373 0.36529520590556785 4.2434033686295205 2.1643757391721001 18.540574092778115 116.11885696166428 1.9401368511753379 9.6744941052311315 2.12420853972435 2.1940671280026436 3.786686548293801
leaf_count=80 34 96 111 35 23 274 105 45 70 23 12 8 23 78 6 40 14 526 109 20 46 49 39 774 1741 40 121 26 17 48
internal_value=-4.61981e-06 -0.0137185 0.000603562 0.000157628 -0.00432006 0.00428279 -0.00503719 0.000496905 -0.000196532 0.000429319 0.000925486 0.0338527 -0.0048823 -0.0522919 0.0370968 0.0314428 -0.00675608 0.00984684 -0.0291888 0.0656157 0.0281724 6.41229e-05 0.0111453 0.00557183 -0.00162732 -0.0155746 -0.0103663 0.00655125 -0.0242612 0.0401086
internal_weight=180.911 7.68236 173.229 172.06 6.84266 6.2195 5.60917 171.502 168.313 167.247 165.688 4.22384 2.22678 1.55931 3.18894 1.57137 0.986421 4.53426 1.51141 1.9758 1.05572 161.464 21.3822 19.2178 140.082 23.963 22.0229 12.3484 6.43747 5.9109
internal_count=4633 1213 3420 3386 1117 1037 1014 3275 3168 3123 2975 108 85 148 107 62 54 909 383 72 66 2867 825 786 2042 301 261 140 66 74
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=3 3 6 5 13 0 15 18 3 18 10 18 2 17 6 10 6 9 9 13 4 5 18 7 10 13 6 12 19 17
split_gain=0.163027 1.60821 1.99159 1.97692 1.92814 1.44298 1.84749 0.987848 0.897799 0.635612 1.20129 1.19037 1.79471 0.78141 0.726825 0.606531 1.77996 1.72091 1.10312 0.873415 0.575685 0.538749 0.467293 1.40605 0.928928 0.760205 0.712684 0.446531 0.810422 0.429113
threshold=85.589753040950015 86.26455603170001 14.845346859150002 18.160071980500003 109.64607639220002 94.625660817400004 28.826925781250004 13.921859755900002 85.302088021000017 14.380989918050002 68.327163385350005 14.508675588850002 258.06114663960005 201.39543491635001 15.945372561050002 71.053259929650025 14.515339148550002 204.89606367675003 216.07042296730003 105.21549739325002 143.58239362595003 18.513175162200003 14.598777227650002 23.623818563000004 75.085947125300024 107.92277473060001 14.355335410100002 350.01304375890004 14.551174033150001 191.40027208745002
decision_type=2 2 2 2 2 2 2 2 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 7 -2 6 8 -3 -1 10 21 13 14 -11 -13 17 20 19 -19 -7 -17 -5 23 -22 -25 26 -24 -23 -29 -10
right_child=1 3 -4 9 -6 15 -8 -9 29 11 -12 12 -14 -15 -16 16 -18 18 -20 -21 22 27 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.09126843525933627 -0.1098989101533783 -0.030264260252261456 0.080022135364080982 0.067463932518028985 0.065325167622503039 -0.00033631569880561934 -0.11887467828434879 -0.14277212561000496 0.097191061098003448 0.12733720646013319 -0.082970497457837022 -0.14487142151257207 0.055259057788116718 0.029633669154167749 -0.020640890511635639 0.095460688864351662 -0.11056714732003139 -0.076441912208517523 0.040668279947962384 0.10530774150516307 0.030110582406955647 0.00075956764027382978 0.0013643256497570054 -0.12921450882470512 -0.015479606609289721 0.063209833686849945 -0.074028062323467203 -0.099515418015416551 0.067736829743983193 -0.0034933720461280495
leaf_weight=0.68377745745237861 1.3377237012027756 1.817237236304208 5.3935964475385845 1.1951560139423225 1.1836384776979683 1.1122194069321261 2.3985385288833641 1.3678248281357808 0.80814058359828755 1.5099990218877786 1.7451689659101237 0.86967688135337073 2.1914560181758134 1.7876805688720194 1.0271960543468592 0.62011171504855056 1.5084904447430734 1.8400499746203425 1.4289625311503185 2.6404956658370793 2.1954793859331394 94.546532348078472 39.938678389600682 1.5373536706320012 1.3475906741805372 1.9300106214359392 1.2944782553240646 1.0803915845081054 0.39586597292509385 0.88889625435695052
leaf_count=27 53 36 44 9 11 54 104 58 27 4 38 21 47 37 20 4 122 36 15 14 68 1727 1829 61 14 24 16 84 13 16
internal_value=2.50566e-06 0.00219443 0.0457253 -0.000951117 -0.027641 -0.00413818 -0.0569311 -0.0785808 0.00547355 0.00137382 -0.000738195 0.0296722 -0.00638299 0.0743719 -0.077598 0.000258037 -0.0035801 0.0277919 -0.0252503 0.0739972 -0.000277257 0.000737966 -0.00150785 -0.0301946 -0.0760876 0.00186866 -0.00100255 -9.2545e-05 -0.0546659 0.0444532
internal_weight=179.622 117.449 7.91496 109.534 2.52136 62.1733 4.77935 3.18506 2.38081 106.349 98.9631 7.38601 4.08833 3.29768 1.89687 57.3939 50.3722 7.02173 3.26901 3.75272 48.8637 97.2179 48.2436 5.08042 2.88494 43.1632 41.2332 96.0228 1.47626 1.69704
internal_count=4633 2202 108 2094 64 2431 174 94 70 2000 1871 129 88 41 41 2257 2138 119 51 68 2016 1833 2012 143 75 1869 1845 1824 97 43
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=9 13 18 17 15 13 16 3 15 2 18 16 12 7 2 15 6 2 0 0 14 8 6 5 16 10 10 10 10 5
split_gain=0.138537 0.419834 0.705388 0.359698 0.34922 0.32066 0.461104 0.248909 0.272423 0.310343 0.212489 0.407042 0.372285 0.574022 0.406133 0.39459 0.812484 0.339829 0.331608 0.443528 0.748545 1.00111 0.900584 0.487893 1.15089 1.16235 0.821003 0.468872 0.54821 0.461251
threshold=38.283670303850009 96.357027853400012 16.435318745950003 158.19986339130003 5.1773271655500013 92.146902421150017 12.344971132100001 61.312976123050007 11.870705757150002 309.88494104580008 16.622853636350005 11.864972254500001 285.94642765385009 23.695207782600004 223.32247823975004 20.152484759300005 13.185308072600002 312.25197865035005 105.7585659356 98.51854819030001 272.02763708760006 8.1436447804000007 13.185308072600002 16.222050829800004 15.664963368500002 72.209296925700016 75.629015667650023 75.424692849750016 75.180043159850015 16.546942136250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -4 6 -1 -5 9 -9 11 17 14 -14 15 16 -12 -10 19 23 22 -22 -21 24 -13 -26 27 28 29 -25
right_child=3 -3 4 7 -6 -7 -8 8 10 -11 12 18 13 -15 -16 -17 -18 -19 -20 20 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.056084543737954753 -0.10699459586865519 -0.10379570282284661 0.080945784711729862 0.066757283471401418 -0.094125182125709167 0.072181967389153112 -0.10429685317739137 -0.1115435161118483 -0.10370256636830377 0.0093456084830732308 -0.090505432386840917 0.07492661424965813 0.084775924049082102 -0.048384392147066115 0.083096074861779265 0.039840117108434228 0.037096450231197856 0.011356523578553969 0.053638333197785083 0.0045223514150750993 -0.11002631850176031 0.050765148471839765 -0.1076158556805565 0.045163202442683001 0.025678968276786725 -0.11011076523034176 -0.068468362079764603 0.04247323881272088 -0.06364761552700425 3.8259162378581143e-06
leaf_weight=0.40010174849885494 0.31146125049417506 0.51008350511256129 0.13104261366242986 0.56627839912834943 0.87294248665784835 0.96802553941961378 0.32477833144366741 0.46184580059343616 0.68889955583654117 0.39310981348899077 0.8704916732240221 2.8672968350583679 0.40701593458652485 1.5819801740581168 1.1199353925185276 2.9507469116942957 1.1692741790320722 0.40915308333933353 1.15558258187957 7.3994970739004184 1.6578032593242817 0.50522209866903711 0.79291442316025484 2.2993535706773391 2.2121681568678473 0.88160183202126052 1.7256659846752871 2.665077429264783 1.3347835056483734 138.2326911890741
leaf_count=34 218 111 41 70 346 44 50 109 178 34 172 58 5 119 26 76 24 11 31 178 75 22 38 20 30 60 20 18 14 2401
internal_value=-3.68178e-06 -0.0205997 -0.00486426 0.000374488 -0.0712745 0.0345206 -0.0157734 0.000566295 0.000350608 -0.0559585 0.000629002 -0.000148049 0.0164424 -0.0211353 0.0286742 0.0164612 -0.017359 -0.0608296 0.000258912 -0.000120511 -0.0201461 -0.0724699 -0.00633111 0.00124183 0.0292849 -0.0130157 9.8868e-05 0.000917539 0.000136884 0.000742713
internal_weight=177.867 3.20697 2.69689 174.66 1.00399 1.69291 0.72488 174.348 173.782 0.854956 172.927 164.828 8.09944 1.989 6.11045 4.99051 2.03977 1.09805 163.73 162.574 10.3554 2.16303 8.19241 152.219 5.96107 3.09377 146.258 144.532 141.867 140.532
internal_count=4633 626 515 4007 387 128 84 3789 3719 143 3576 3154 422 124 298 272 196 189 2965 2934 313 97 216 2621 148 90 2473 2453 2435 2421
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=17 17 17 7 17 3 7 9 16 10 16 6 8 9 16 6 10 7 12 8 7 9 9 9 9 16 3 6 6 7
split_gain=0.144165 1.52351 0.550624 0.806832 1.02638 0.793893 0.70368 0.900013 0.653999 0.993702 0.55279 0.420025 0.723856 0.581639 0.598162 0.417969 0.404224 0.402931 0.384294 0.534409 0.385459 0.53136 0.360673 0.747702 0.527828 0.335608 0.778268 0.413864 0.531988 0.320594
threshold=182.37451917730002 183.09840208680004 179.88087463185005 23.727132803250004 177.04629530565003 87.399085362750014 20.965117707800005 216.72927494925003 18.554956610400005 72.62331947780001 12.604970524100002 23.145540791850003 5.1459841250500009 70.238863950400017 21.074950717600004 11.945279099550001 55.782817748650011 22.435297587800004 84.828830943350013 8.8430989333000021 23.567644028800004 201.16241229375001 227.40597858270002 207.89602404040002 213.03443802080002 22.724946859200003 94.383699585650007 16.625388449550005 16.605387982250004 22.040683815500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 5 10 8 11 -8 9 -1 -5 12 13 16 -15 -11 -7 -2 20 25 -3 -22 23 -21 -25 27 -27 28 -20 -4
right_child=1 18 29 4 -6 6 7 -9 -10 15 -12 -13 -14 14 -16 -17 -18 -19 19 22 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.088112079930169979 -0.03434909272944061 -0.010276288785693992 -0.016687012628094244 -0.10387391458825289 -0.14572872817435156 -0.065490266974564559 -0.10066837870504651 0.030276699498047163 0.10518758429560848 0.0073706584781249463 0.0015616350349013401 -0.11484188978389645 0.070637316361184754 -0.10662355120170396 0.09299859445457126 0.096471778663683019 0.02576718072111446 -0.13318214239331616 0.00098677484981419595 -0.13883875666822371 -0.15464394768911557 -0.022581467748598458 0.020384111145528228 0.02548888019377929 -0.062875834516866083 0.08222855774763331 -0.012273797313437649 0.05093552352914154 -0.075432570598146467 0.038056023008562166
leaf_weight=0.66264856478665679 0.67829025234095652 3.0621744087984544 1.2798687611357298 0.60795543970380039 0.76974661496933539 0.56899647061072611 1.5025766107282836 0.80669284053146828 1.2774478197097776 1.0441837477264928 2.7311156520154327 0.26374081522226323 1.6745436066703403 0.86047506588874945 0.18182599311694503 1.0618668932584112 3.3031356093706563 1.0527057148283345 134.96882873195136 0.72395730196149033 0.51085005256027194 0.75487739825621247 0.97609453723998729 1.1917868948075923 1.5618793598841874 1.6544196158647531 1.8413908639922736 1.6447884958524799 0.9171418733894815 6.5174641860066913
leaf_count=31 19 35 22 321 58 52 63 17 10 65 35 4 58 433 3 14 109 33 2918 23 15 34 19 23 44 23 32 33 6 81
internal_value=-1.32223e-05 -0.00117619 0.00700409 -0.00293174 -0.0416324 0.00910735 -0.0071851 -0.0549256 0.0459995 0.0186908 -0.0176354 0.00890277 0.013856 -0.0054917 -0.0718001 0.0522953 0.0123572 -0.0944544 -9.83808e-05 0.000775195 -0.0294632 -0.0758821 -0.0333303 -0.0484068 -0.0246316 0.00185227 0.0324502 0.00107452 0.000470994 0.0290704
internal_weight=176.653 151.539 25.1143 17.317 4.10882 13.2081 9.16199 2.30927 4.04615 2.7687 3.33907 6.85272 6.58898 4.91443 1.0423 2.10605 3.87213 1.731 149.808 145.48 4.3279 1.26573 4.45372 3.47762 2.75367 141.027 3.49581 137.531 135.886 7.79733
internal_count=4633 3257 1376 1273 414 859 739 80 120 110 356 659 655 597 436 79 161 52 3205 3121 84 49 109 90 67 3012 55 2957 2924 103
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=3 3 5 6 13 0 15 18 3 18 10 8 2 7 13 10 6 9 9 13 18 18 4 18 7 10 13 6 12 16
split_gain=0.139593 1.40311 1.72535 1.66629 1.60752 1.24628 1.68775 0.907476 0.752881 0.530522 1.04049 1.0352 1.10173 0.989403 0.682472 0.50976 1.57611 1.50276 0.908053 0.745731 0.475154 0.556834 0.448344 0.4882 0.740472 0.800292 0.610825 0.570476 0.431533 1.04768
threshold=85.589753040950015 86.26455603170001 18.160071980500003 14.845346859150002 109.64607639220002 94.625660817400004 28.826925781250004 13.921859755900002 85.302088021000017 14.380989918050002 68.327163385350005 8.1436447804000007 316.46407472665004 24.930088150450004 112.67059178900001 71.053259929650025 14.515339148550002 204.89606367675003 216.07042296730003 105.21549739325002 13.876389391100002 14.170404054850001 143.58239362595003 14.598777227650002 23.567644028800004 75.085947125300024 107.92277473060001 14.355335410100002 328.37985594320008 22.674946976100003
decision_type=2 2 2 2 2 2 2 2 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 7 4 -2 6 8 -3 -1 10 28 -11 13 14 -13 17 20 19 -19 -7 -17 -22 -23 24 -24 -26 27 -25 -4 -30
right_child=1 2 9 -5 -6 15 -8 -9 -10 11 -12 12 -14 -15 -16 16 -18 18 -20 -21 21 22 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.08599823414966451 -0.10303967368756597 -0.029301711472217429 0.0018069635398052291 0.076117562750660478 0.060816346343615914 0.00047275151344669861 -0.11704925027274998 -0.13986461796533892 0.042188713343856904 0.087840495498038684 -0.078459765514428556 -0.039772946093661103 0.076731013883869756 -0.095445750205380986 0.069433191465959263 0.078643139224815986 -0.10960369519255786 -0.070094594649427064 0.036890218272355689 0.10082078367509768 -0.10397972585884392 0.10752874149082857 0.027317510552843538 0.0012302790020864258 -0.13003405044380328 -0.01546962841819419 0.056980715073342729 -0.066592961629683173 -0.088143467404278711 0.048405433393112852
leaf_weight=0.63874167948961202 1.255581264937063 1.8019583291898009 93.937121450158884 5.1070757638663054 1.1444813869893549 1.0553452603635372 2.2032327633496607 1.262470035740989 1.6208613762573802 2.0381568303419035 1.6886329864973948 1.1746911521768204 1.4597489982843397 1.313279243186116 1.115847769193351 0.74913070426555251 1.3587462697178114 1.820578830491286 1.4060818722937254 2.4828706639818847 0.52562446112278749 0.38122493028640647 1.2217379313951817 38.744875128886633 1.1251276765833611 1.3311325690301599 1.9074698213953514 1.2811751533299673 1.6106640273937949 0.86293507902882982
leaf_count=27 53 36 1675 44 11 54 104 58 43 28 38 22 33 19 27 21 122 36 15 14 47 2 27 1829 35 15 24 16 129 29
internal_value=-1.37494e-05 0.00201337 -0.000885537 0.0438205 -0.0249041 -0.00393471 -0.0547713 -0.0748509 0.00595299 0.00126902 -0.000641672 0.0276623 0.00343968 -0.0262474 0.0134274 0.000161165 -0.00341698 0.025881 -0.0234738 0.0708899 -0.000364544 -0.00163688 -0.000467265 -0.0013699 -0.036303 -0.0679476 0.00169408 -0.000940643 0.000721312 -0.0405073
internal_weight=175.627 115.773 108.266 7.50714 2.40006 59.854 4.46284 3.06443 2.2596 105.201 98.0994 7.10172 5.06357 3.60382 2.29054 55.3911 48.6262 6.76488 3.22666 3.53822 47.2675 46.5184 45.9927 45.6115 3.678 2.45626 41.9335 40.0261 96.4107 2.4736
internal_count=4633 2202 2094 108 64 2431 174 94 70 2000 1871 129 101 68 49 2257 2138 119 51 68 2016 1995 1948 1946 77 50 1869 1845 1833 158
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=7 6 8 9 18 17 8 2 4 0 18 6 18 8 19 14 8 6 17 2 5 19 17 17 5 10 10 2 16 15
split_gain=0.144399 0.402195 0.550508 0.472535 0.357009 0.318043 0.31107 0.301577 0.445804 0.358396 0.424741 0.393734 0.672077 0.253015 0.460228 0.378306 0.3563 0.340703 0.457814 0.480974 0.321467 0.307538 0.531337 0.999341 0.541744 0.738967 0.790735 1.62789 0.807167 0.721126
threshold=20.797746106000002 23.145540791850003 5.1459841250500009 72.978853106700015 12.305297263050003 179.33099108465004 9.5425530862500008 145.83272221200002 169.30632827135003 71.249517373150013 11.80968402675 13.400313096150002 14.170404054850001 8.8430989333000021 14.551174033150001 144.12207640715005 8.7431769115000026 16.355382140900002 189.31980273685002 73.795394389500018 21.869642762900003 14.451165964200003 188.27285108100003 189.90635174060003 22.744024947450004 61.982402197500001 62.057679025150001 106.99702195580001 22.644947046300004 37.646552559600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 7 13 8 -1 10 -9 12 -11 15 17 -6 21 -15 -19 -20 -18 -17 -23 -24 25 -25 -27 -28 29 -29
right_child=4 -3 -4 -5 6 -7 -8 9 -10 11 -12 -13 -14 14 -16 16 20 18 19 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=0.026077862055814291 -0.069152515776788923 -0.11326664469814818 0.074013212267947937 -0.10065633126222717 -0.046886350374837377 0.07878895794005536 0.047290827382915596 -0.080705974722820206 -0.10695380355330103 -0.10392032698170517 0.030847195329224184 0.067622665767328199 0.072895031029797594 0.041794569474399856 -0.089650875793709339 -0.0025676375558774367 0.046193618343308172 0.016215963160627001 0.0048724166610113577 -0.11700740749320188 -0.00011538246307188669 -0.036451180706004963 0.09339057823700786 -0.049661934180797403 0.030503765774484045 0.049648326392507408 0.058514668151333576 -0.017629697136606375 0.026197625083492972 -0.094185524182054239
leaf_weight=0.46979324704443459 0.75692483384045672 0.24217433482408512 1.4033726586494593 0.3996971267815751 1.7068004645407189 0.63041120267007489 1.3611041575932166 0.68466524046380095 0.54312854714225978 0.43255459802458096 0.68062207568436861 1.6257807929650878 0.42735929548507556 0.98085626412648652 0.86627784767188121 125.54914608710351 3.1733848322182885 1.2486490176524969 0.542570039629936 0.80296747875399888 2.8410379258566536 2.3209417234174934 1.4754322603112111 2.711371066048744 7.4977601021237197 3.3348638433963051 2.6866582222282869 2.5776855600997806 1.6736742872744796 2.3541423892602324
leaf_count=11 24 4 49 356 18 18 36 38 69 32 27 38 16 17 30 3333 30 20 7 38 39 39 18 37 132 35 45 22 23 32
internal_value=-1.84641e-05 0.0135175 0.0177251 0.00432276 -0.000631549 0.0119597 -0.000318552 0.00329797 -0.0452537 0.0160685 -0.0250946 0.0386776 -0.0160468 -0.000712855 -0.0242562 -5.89356e-05 0.000446292 -0.00841025 -0.0273926 -0.067861 0.0243186 -0.000497173 0.00926326 0.0136275 0.008474 -0.00229465 0.00787641 -0.00711511 -0.0338087 -0.0541726
internal_weight=174.002 7.53956 7.29738 5.89401 166.462 5.49431 165.705 4.8639 1.01292 3.85098 1.36529 2.48569 0.859914 164.344 4.44132 159.903 158.196 3.57504 2.59419 1.34554 6.01442 152.182 26.6325 24.3116 22.8362 15.3384 12.627 9.29216 6.6055 4.93183
internal_count=4633 658 654 605 3975 249 3951 231 80 151 65 86 48 3915 112 3803 3785 82 65 45 69 3716 383 344 326 194 157 122 77 54
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=17 17 17 7 5 3 16 17 16 7 9 3 5 6 8 9 16 4 17 12 12 8 7 19 4 0 17 15 15 16
split_gain=0.138047 1.28722 0.410688 0.6355 0.912453 0.69069 0.629499 0.778379 0.593958 0.534325 0.74267 0.495523 0.370789 0.331778 0.534115 0.472604 0.520528 0.345048 0.319394 0.60497 0.300979 0.408376 0.3025 0.473902 0.3009 0.409037 0.29817 0.29249 0.358484 0.272538
threshold=182.37451917730002 183.09840208680004 179.88087463185005 23.727132803250004 13.713273242250002 87.399085362750014 18.554956610400005 172.68891404560003 12.604970524100002 20.965117707800005 216.72927494925003 84.388012256650015 20.389142059250002 23.145540791850003 5.1459841250500009 70.238863950400017 21.074950717600004 209.52275111965002 169.38704859920003 247.65401887280004 84.828830943350013 8.8430989333000021 23.567644028800004 12.651020723000002 279.56682314525005 71.249517373150013 179.03071761140004 38.469938489650012 32.355961258350007 22.724946859200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 5 8 6 7 18 -5 13 26 -6 -2 14 15 17 -17 -7 19 -1 22 29 -3 -24 -19 -26 -11 28 -23 -22
right_child=1 20 -4 4 11 9 -8 -9 -10 10 -12 -13 -14 -15 -16 16 -18 24 -20 -21 21 27 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10472214355699737 -0.033089651265285402 -0.0093896514036176711 0.026215311829172569 -0.10415974639169245 -0.12460136735240812 -0.059151549109656698 0.10484211573290625 -0.0588437815848354 0.022077546176396262 -0.13073661859375849 0.029918055731851835 0.046879490365056044 -0.12874406393667653 -0.11185501690217765 0.06353754646780406 -0.10591874987983961 0.090965278500273875 0.057554970323514643 0.094800467145606304 0.078434903203564624 0.00084532500989169907 -0.05972862727517872 -0.014593276923589044 -0.14031150654056526 -0.068525850155204557 0.035141597889998752 -0.038907903887417251 -0.078913873390878686 0.0095409538309501035 0.029568322073736376
leaf_weight=0.29280029088841508 0.69823883124627062 3.0167301182809743 7.6127028196351594 0.45496915906733182 1.2245131488307377 0.58273058015038115 1.1934399269521234 0.88853548507904623 2.0616669496521354 0.82191353467351314 0.77941641258075822 0.19540337054058898 0.965744013490621 0.2217518389225005 1.5414202958927488 0.7302243305794035 0.16454202705062926 1.464402068173513 0.9592264168895781 0.46951510309008881 135.68895484318091 1.1784462190116749 0.70175411699165102 0.5235351319424808 0.62269856396596857 0.97898930823430419 0.62057173428183887 0.95173352654092003 2.0411698902025819 3.3858824507333329
leaf_count=42 32 35 103 262 134 36 10 36 15 58 17 3 20 4 58 433 3 55 14 18 2957 33 30 19 38 32 5 47 29 55
internal_value=-1.40074e-05 -0.00114423 0.00704483 -0.00192571 -0.0369076 0.00924084 0.0446789 0.0171696 -0.000744218 -0.0065634 -0.0487334 -0.101003 -0.0886057 0.00829327 0.0126718 -0.00458456 -0.069713 0.0113863 0.0564022 0.0080855 -0.000157477 0.000619904 -0.0264084 -0.0683095 0.0247925 -0.00516187 -0.091231 -0.0302102 -0.0158131 0.00154461
internal_weight=173.034 149.152 23.8814 16.2687 3.93655 12.3322 3.80352 2.61008 2.51664 8.52866 2.2219 1.41992 1.66398 6.30676 6.08501 4.54359 0.894766 3.64882 1.72154 0.762315 147.488 143.246 4.24202 1.22529 3.06609 1.60169 1.44249 4.17135 3.21962 139.075
internal_count=4633 3257 1376 1273 414 859 120 110 277 739 80 137 52 659 655 597 436 161 74 60 3205 3121 84 49 125 70 63 109 62 3012
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=3 18 10 5 2 18 6 9 19 17 0 7 9 6 16 5 5 16 17 10 18 18 7 19 7 16 6 10 3 2
split_gain=0.133447 0.490456 0.476551 0.941029 0.953511 0.632142 0.618303 0.449237 0.367311 0.330239 0.317104 0.413752 0.359671 0.314931 0.952282 0.711639 0.922643 0.611484 0.724057 1.75393 0.454973 0.51756 0.498042 0.897464 0.856 0.526828 0.719469 0.549276 0.45291 0.891223
threshold=93.883646373400012 12.783127173500002 61.917879202350001 23.435546682850003 90.05676182820001 13.1052958007 16.555386813950005 58.084576609100004 14.651182102100002 185.54770736950005 85.121961326250016 22.673598830200003 227.40597858270002 16.535386346650004 22.594947163200004 20.608876568850004 22.705169530700005 22.644947046300004 200.37850214585004 62.079186690200011 12.899561312100003 13.037923179150001 22.580797808900005 14.451165964200003 22.650953015950005 22.554947256700004 13.855323727400002 67.606656606400023 93.216908757050007 108.63443756215001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 6 9 -4 -5 13 -6 11 12 -2 17 -15 -16 -17 20 19 -19 -3 -22 23 25 -24 26 27 -23 -26 -30
right_child=2 8 3 7 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 18 -20 -21 21 22 24 -25 28 -27 -28 -29 29 -31
leaf_value=0.057361746940254969 -0.0051935586975003344 -0.049339872853187333 -0.095689975229589622 0.10121556092535891 0.016714229794630376 -0.032311469405877466 0.0037250446142764269 -0.11371603194222489 0.029641088128732247 0.10620634335879203 0.032869012760128914 -0.10862428037358224 0.10219950993345638 0.013930711677348285 0.0086858007075210457 -0.11112106455231066 -0.018918468818729935 0.033494088445398883 0.081204409404652331 -0.061120216097083083 0.03982607269203331 -0.10920174958037901 -0.083973815305535771 0.10570863932083546 -0.00010429941338846308 -0.097905808660465776 0.098302303262239446 0.01184996945393163 0.039651130702758622 -0.035111043441362511
leaf_weight=1.5245083285262797 7.3603145391416565 1.9387212941655878 1.4490855666481359 0.10449076443910588 0.70097030785109415 0.95441187563119445 1.1008709994057424 1.4027310572200802 4.1671629305928937 1.0014301240444181 2.9131023210247795 0.37202720763161767 0.32565258443355549 5.5452769189141673 1.8577709570527075 2.1825544009916484 2.1587530034594238 8.7006653416901809 1.7580705583095539 2.5287344674288752 3.0997764845378688 0.41551709297345851 1.2952173725352611 1.1405180320143697 100.04209909597557 0.43056489899754513 0.90291068411897857 3.8292498409282416 1.944437164813279 8.8596726218529493
leaf_count=27 484 21 32 4 66 21 13 283 43 7 37 31 6 64 10 26 21 80 37 36 39 29 18 10 2831 6 15 212 32 92
internal_value=-2.01415e-05 0.000922769 -0.00824809 -0.029232 -0.00908936 0.0328348 -0.0527704 -0.0988155 0.00035966 0.0693576 0.00459343 -0.00562868 -0.00064334 -0.000461305 -0.0161765 -0.0431083 -0.0652725 0.000887001 0.0215305 0.012188 -0.00127692 -0.000512895 -0.0015649 0.0248807 -0.00314934 0.00835473 0.0172426 3.06286e-07 -0.00220492 -0.0216559
internal_weight=172.007 154.322 17.6851 6.71399 5.20677 2.65681 2.54996 1.50722 152.798 1.7024 10.9711 8.05799 7.68597 148.631 11.7444 6.19908 4.34131 136.886 12.9875 11.2294 123.899 121.96 118.86 6.71876 112.141 5.57824 5.14768 4.24477 110.846 10.8041
internal_count=4633 3649 984 426 139 94 45 287 3622 73 558 521 490 3579 121 57 47 3458 153 116 3305 3284 3245 272 2973 262 256 241 2955 124
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=15 6 12 0 5 0 15 5 4 15 7 3 15 18 12 0 7 18 8 8 17 17 17 17 18 18 12 3 9 16
split_gain=0.126648 1.06274 0.97005 0.912896 0.742851 1.71031 2.17383 0.986935 0.715036 0.696626 0.653707 1.18327 0.647891 0.639268 0.542247 0.489873 0.645003 0.483451 0.480626 0.470365 1.00375 0.544837 0.448939 0.56951 0.40338 1.04746 0.761891 1.09914 0.638525 0.56077
threshold=37.491361913600009 15.470361462550001 367.09662155515008 86.904409066750006 20.911722254300006 87.380266155850009 35.293770423450006 20.971847224900007 274.81987900165007 34.139075990150012 23.322419822750003 93.345954747300013 37.050691080100002 13.876389391100002 218.12027148180002 85.619326080400015 19.627338137150002 12.783127173500002 8.3434888241000014 8.543332867800002 199.59317753375004 203.09927826650002 199.24932835515003 197.38773738110004 13.24088655595 13.304953393500002 196.28146755185003 93.668569722950011 181.33671263215004 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 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 8 13 17 7 9 -6 -2 14 11 -9 15 22 -7 16 -13 -1 -12 20 -5 -22 23 24 26 -26 28 -28 -3 -30
right_child=1 3 -4 19 5 6 -8 10 -10 -11 18 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.059652267978159895 0.033793963350890292 -0.048649919323174536 0.039778956876060811 0.080607024558652138 -0.12924451126960423 -0.12311081278443248 -0.16702636953542549 -0.091878248337578114 -0.10918302500315612 0.098208113991133772 0.061195348032973808 0.0060529183330748099 -0.096266033441216967 -0.0547380794507977 0.0013448939503353013 0.034919040880122543 -0.081996744552406228 0.00089048529063948025 -0.00082072932970355414 -0.00087788822017662276 -0.032619887293548873 0.041923099646718934 0.044548905531352892 -0.048344755052144479 0.069385724686952463 0.0035285342173880401 -0.10149264425639859 -0.0059701638776682685 0.061226113354626244 0.0046317592141391093
leaf_weight=1.4219442200264882 0.42437751637771715 1.8962152842432285 0.85725521476706479 4.032751299440859 0.6219846245367141 0.5467902930977282 1.6359134516678748 1.6782167424098577 1.9898849195742512 0.45008784811943758 2.407577084566582 3.6436411244721931 0.65357889031292948 1.992721932241692 0.97311157814692706 3.6002267366275191 1.0781450240465345 91.189203853757135 2.5984185449779034 3.0229585431516162 1.7183129377663133 2.2835751678794622 2.4745900189154773 2.2387766298488705 2.9382553656469126 13.563260251612517 1.8114909608848382 3.5955092473886907 2.0688939075916997 11.387594147032358
leaf_count=29 8 23 23 37 11 39 31 25 87 7 65 317 12 41 43 30 363 2815 13 34 19 40 29 41 32 146 40 87 18 128
internal_value=-1.26866e-05 0.00377012 -0.0516028 0.00706233 -0.00197292 -0.0195083 -0.0818229 -0.00570763 -0.0840506 -0.0110685 -0.000800929 -0.0148062 -0.000395595 0.000602862 -0.0434285 0.0071337 -0.0140518 0.00179271 0.0290052 0.0327465 0.0453974 0.00991616 0.00323014 0.000641613 0.00358488 0.015255 -0.00569154 -0.0379728 0.00567745 0.013333
internal_weight=170.795 58.2964 3.27152 55.0249 112.499 19.8877 3.6059 16.2818 2.41426 1.96999 15.6598 10.6538 8.97559 43.9673 1.5199 8.32201 4.72179 92.6111 5.006 11.0576 8.03464 4.00189 41.9746 39.5 37.2612 16.5015 20.7597 5.407 15.3527 13.4565
internal_count=4633 833 118 715 3800 956 120 836 95 89 825 747 722 585 82 710 680 2844 78 130 96 59 544 515 474 178 296 127 169 146
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=6 13 13 5 3 13 4 6 15 15 7 8 19 18 15 14 6 18 13 19 18 16 6 16 19 7 17 9 7 9
split_gain=0.129617 0.342739 0.344788 0.342591 0.197089 0.617819 0.585315 0.972538 0.618575 0.528378 0.4243 0.380526 0.37133 0.377327 0.350951 0.512282 0.690214 0.572253 0.298002 0.356197 0.294759 0.436161 0.312639 0.9591 0.414875 0.392448 0.662494 0.680449 0.460533 1.36607
threshold=22.560527123150003 118.84598011460001 118.06363879865002 29.110986871100003 93.883646373400012 117.97223122220002 175.22798587345002 16.575387281250006 44.732387748900003 23.180824130700003 23.781511574300001 8.3434888241000014 14.651182102100002 12.783127173500002 25.852338405700003 245.99173885435002 16.545386580300001 12.98549864095 116.60111757565001 11.850956171350001 12.854871756700001 22.714946882600003 16.535386346650004 22.594947163200004 14.351157895250003 22.580797808900005 187.96055726210002 71.932467616300016 23.032419884600003 195.46053662500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 12 6 7 -6 9 18 -10 -9 13 -1 -11 17 -17 -16 19 -8 -15 22 25 -24 -25 26 -22 -28 29 -27
right_child=-2 3 -4 -5 5 -7 8 11 10 14 -12 -13 -14 20 15 16 -18 -19 -20 -21 21 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.051294695868775476 0.038129402268001378 -0.090218647219634893 0.059637016616076122 -0.0023734152638716752 -0.09593916261486303 -0.11591420293499347 0.018695940550480902 0.053364977490996834 -0.10740231909124441 0.0743646313969583 0.019039635590507944 -0.073220292172504239 0.031442318389621075 -0.051221289364573513 0.0013316890753976368 -0.11880787116240138 0.034837339799017784 0.06864927922408659 0.081911421812416285 -0.10145963793277019 0.0014363574282314838 0.059098341852738517 0.013244475059061057 -0.077724584652991105 -0.022558665264387077 -0.00041097950651897575 -0.0064880890550239566 0.089574417155878716 0.0015572714754825813 -0.073368903075900285
leaf_weight=1.4279581208538719 0.8864283449947824 0.84091538471693528 0.97210431365237937 0.94046915241051465 1.6912391087262197 0.5453029843047269 0.36009239050326669 0.91931068368648972 0.77330871335288864 1.1383847475663058 0.40406621340662241 0.32018468603564543 3.8885785806924096 1.1306315838010039 3.2677242774188926 0.61425904429052003 0.55796017264219699 2.0581433122279122 0.16041865685838264 0.78362149711665552 6.3333889113127935 1.2396761663258065 5.4434769947547448 2.348888237029314 3.2487813252955675 10.939093023087478 1.1191813285986429 2.1614463392179459 109.62637306098077 3.3531043119728556
leaf_count=27 15 93 37 39 45 11 53 51 103 149 21 29 42 13 50 18 35 26 4 207 220 21 64 18 31 164 62 41 2907 37
internal_value=-9.76735e-06 -0.000210278 0.000255618 -0.0438414 -9.24275e-05 -0.0116293 -0.00727124 -0.0466235 0.00412739 0.0131001 -0.0640084 0.0206657 0.000937597 0.00013812 0.0231463 0.0141735 -0.0456749 0.0273461 -0.0457266 -0.0636293 -0.000359004 3.53803e-05 -0.000471067 -0.0166431 -0.0457073 0.000866116 0.0203293 0.0568028 -0.000643901 -0.0175277
internal_weight=169.495 168.608 166.827 1.78138 165.855 13.594 13.0487 2.93073 10.118 8.9406 1.17737 1.2395 152.261 148.372 7.63647 6.49809 1.17222 5.32587 1.30413 1.14371 146.944 145.813 144.574 11.0411 5.59767 133.533 9.61402 3.28063 123.919 14.2922
internal_count=4633 4618 4486 132 4449 802 791 125 666 542 124 80 3647 3605 278 129 53 76 264 260 3578 3565 3544 113 49 3431 323 103 3108 201
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=9 6 18 7 13 15 3 5 9 18 7 5 13 14 18 2 18 17 13 5 16 17 15 6 6 6 17 15 6 6
split_gain=0.125906 0.387917 0.384461 0.297615 0.378233 0.293166 0.197193 0.208874 0.5532 0.266398 0.204294 0.171546 0.165506 0.458691 0.418335 0.399759 0.362368 0.376843 0.361159 0.325665 0.249227 0.564426 0.316622 0.517675 1.00113 0.494089 0.327073 0.247152 0.242476 0.842727
threshold=38.283670303850009 2.7350639043000005 16.435318745950003 22.721067571950005 96.357027853400012 5.1773271655500013 61.312976123050007 8.7712570224000022 43.730860148300003 15.064837217800003 22.812602664350003 5.7417596483000013 95.811270852950017 312.77868840275005 17.370891598500005 263.5517324101001 14.693728290050002 176.64562507980003 92.792132372400019 11.926356180100003 13.534968349350001 170.71754227170001 19.314972497650004 12.145283772600001 14.135330269750002 14.785345457250001 167.17143786700004 18.019770707250004 13.665319288000001 13.775321858200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -2 9 -9 11 -11 -8 13 -10 20 -16 -15 -18 19 -19 21 27 23 -22 -25 -26 -27 -14 -24 -30
right_child=6 3 5 -5 -6 -7 7 8 12 10 -12 -13 14 16 15 -17 17 18 -20 -21 22 -23 28 24 25 26 -28 -29 29 -31
leaf_value=0.063195578142703671 0.060649790702426314 0.028158532630441015 0.080874080229047407 -0.10153511856674124 -0.10348741224518919 -0.10140868399584956 0.076805297151399221 0.084188450254191874 -0.10272514233703856 0.10187763654853776 -0.10290454728109913 -0.040810014198241568 0.016179771888256794 -0.10496322490871422 0.068039866407346619 -0.026408356795197842 0.095204399589665312 0.046572068815520833 -0.10604123529571233 -0.065413620817201715 0.076582706475146561 -0.091335363494216518 -0.012736174097918291 -0.06088662293800147 0.10596239427094233 0.069935198837313778 -0.10494603930690527 -0.060209690939977981 0.045897775014999385 -0.00037356759682752013
leaf_weight=0.80021940177539297 0.54061902843750331 0.64738968911115058 0.12065623253874946 0.70340412592486246 0.32923487448715605 0.32831792187062092 0.22454440407454856 0.78517913818359275 0.58534389417582078 0.053181372582912445 0.58018505631116568 0.27697212219936773 1.8720747200404728 0.30556692610844072 1.6823301604017609 0.61085673118941475 0.42742987073143002 0.87877805878815685 0.31708730931859452 0.36861150557524525 1.4245082789566357 0.97163048076617986 14.181799428130033 1.2920156335458162 0.88230321556329705 0.19763359797252633 0.23305809948942624 0.54738477638602479 4.056716624647378 132.34598962991367
leaf_count=24 86 25 37 269 49 222 5 16 284 1 165 39 102 31 42 36 18 52 20 32 28 75 390 30 7 28 42 59 54 2365
internal_value=-9.87943e-06 -0.0205612 0.0216412 -0.051941 -0.0162213 -0.0524225 0.000353552 0.000156114 0.000452027 -0.0425971 -0.0857098 0.01185 4.91125e-05 -0.0236989 0.000476199 0.0428808 -0.00356484 0.0119901 -0.0107448 0.0134796 -0.000139235 -0.0269566 0.00044894 0.0281126 0.00160748 0.063103 -0.0246974 -0.00110278 -0.000291317 0.00100258
internal_weight=168.571 2.92922 1.24919 1.68003 0.976625 0.448974 165.642 165.101 163.966 1.13488 0.633366 0.501517 163.181 2.88282 160.298 2.29319 2.29747 1.99191 1.56448 1.24739 158.005 3.39109 154.614 4.02952 2.60501 1.31299 0.430692 2.41946 150.585 136.403
internal_count=4633 626 283 343 74 259 4007 3921 3711 210 166 44 3695 437 3258 78 153 122 104 84 3180 236 2944 135 107 77 70 161 2809 2419
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=17 0 2 4 9 4 17 9 6 13 18 5 6 4 16 7 3 9 2 17 7 4 10 17 17 6 2 2 5 2
split_gain=0.131146 1.14123 0.751233 1.16906 0.974274 1.16797 0.918105 0.85591 0.796124 0.778139 1.54514 0.834049 0.81079 0.618786 0.566002 0.515518 0.512449 0.822949 0.494006 0.465068 0.400596 0.357114 0.478032 0.328679 0.326367 0.478543 0.32287 0.679129 0.603299 0.494897
threshold=201.39543491635001 86.692020874450009 205.16057895720004 310.53945085780003 214.52351813370004 271.42658756670005 203.09927826650002 210.85023439230002 15.945372561050002 115.13321943645001 14.329845562450002 20.315138807500002 14.935348962050002 312.24436677560004 19.134955254150004 26.879744042600006 81.93344998355002 188.08209940425004 358.71993462570009 210.59174899425003 28.961691114250005 315.43554467000007 103.90352982555002 214.22447330960003 203.09927826650002 14.135330269750002 325.13486840910008 309.04644204820005 21.191508333600002 337.25756644740005
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 9 -5 13 18 10 -3 12 16 -8 24 -15 17 -12 20 -7 -9 -17 -23 -21 -6 -26 27 -1 29 -28
right_child=1 2 3 6 14 19 7 8 -10 -11 11 -13 -14 15 -16 21 -18 -19 -20 23 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0011702247239262285 -0.11504843909944847 -0.13688871019887922 0.099682053936098539 -0.10339353346732826 0.038661202359817196 -0.11501970890820992 -0.10307948170681998 -0.088494493439958313 0.069527001032389735 0.061838508239019187 0.024640372314964049 0.080861367600463641 -0.095062385708102895 0.057188843501316623 0.073644508681647999 0.10626254513323259 0.0081222006917238462 -0.10826413345601854 0.039665972525463111 0.05457998682993527 0.022427013696899253 -0.10233746880902186 0.097185657688246399 -0.10404125596586056 0.0014515525671048527 -0.10946421511463052 -0.10444652543430011 0.069628474799354287 -0.10145010274735403 0.056639956458858769
leaf_weight=132.34040035549333 0.92791069173108454 1.0844014198519349 1.5095289146993298 0.72112542550894332 1.4542754225258243 1.8807017919971252 0.30001537350471874 1.8892125386046257 0.70317982975393523 1.178658939898013 0.80584506796730782 0.89743362367153245 1.2449962691171093 4.7600809499272145 1.5122852362692354 0.16304096579551686 5.3603028337238356 1.1044279723137149 0.50790481046715275 0.32158925262046967 0.39339086167456105 0.54219254587951582 0.15423941929475404 0.21999635532847606 1.8779639596468771 0.49060629168525327 0.26036866780486778 1.4651499616884383 0.85858260541226628 0.71297459887136938
leaf_count=3253 34 22 24 56 9 67 31 78 18 12 44 13 27 106 15 1 56 85 30 13 46 129 20 43 83 18 37 93 98 72
internal_value=-9.6912e-06 -0.0057676 -0.00250469 0.0175812 -0.0145395 -0.0283133 0.00535217 0.0136829 -0.0255678 -0.0152035 -0.0238538 -0.0108319 -0.0204952 0.0368484 0.0218584 0.0443188 -0.00772651 -0.0521986 -0.0495307 -0.0915061 -0.0693779 -0.0269603 -0.0581489 -0.00985322 0.00137232 -0.0215226 0.00134896 0.00191983 -0.0403483 0.0135494
internal_weight=167.643 32.0053 31.0774 11.6439 19.4335 14.0984 10.1344 9.41326 3.49369 11.6761 10.4974 9.41301 8.51557 5.91957 5.33513 5.61955 7.27058 1.91027 2.79051 2.42229 2.2826 0.859473 0.696432 0.541586 3.82285 2.36857 135.637 133.806 1.83193 0.973343
internal_count=4633 1080 1046 539 507 382 515 459 172 259 247 225 212 287 125 256 185 129 154 123 124 150 149 56 110 101 3553 3346 207 109
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=3 3 15 5 3 19 4 6 2 15 3 7 16 9 13 10 6 4 18 18 18 13 0 10 13 18 13 19 13 13
split_gain=0.132763 1.24029 1.7051 1.43855 1.05123 2.14874 1.58018 1.02008 0.875654 0.874847 0.953066 0.840422 0.499613 0.518709 1.2613 0.686285 0.853941 0.674471 1.4148 0.456719 1.04771 1.37008 1.12126 0.884353 0.441976 0.433209 1.17919 0.878333 0.734755 1.45872
threshold=85.589753040950015 86.26455603170001 32.145494189350011 18.160071980500003 84.812788641250009 12.851036860900001 158.18845385165005 14.935348962050002 80.759923107050014 27.614913206150003 87.399085362750014 20.797746106000002 19.134955254150004 206.57490536735003 107.58940592240002 71.053259929650025 14.515339148550002 180.98021180325003 15.398663672050001 14.380989918050002 14.508675588850002 113.0174028878 90.189704902150012 68.327163385350005 105.21549739325002 14.718816667350001 107.92277473060001 12.851036860900001 104.19926021995002 103.89008753490002
decision_type=2 2 2 2 2 2 2 2 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 8 9 12 -6 -7 -4 -2 10 -3 -12 13 15 17 24 25 -15 -19 23 -21 -22 -23 -5 -1 27 28 -17 29 -27
right_child=1 3 7 19 5 6 -8 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0036862233763340379 0.0043773258949269134 0.10157554059124647 -0.11737297490954401 0.00073723131596996729 0.075685356556797756 0.033483126509258436 -0.11522021599146359 0.035257546637969255 0.096130848044350806 -0.13090120759602178 0.04104730291024556 -0.13871615407417592 0.03952083768722825 0.038521629357592325 -0.10227230690429273 -0.0048846062617392706 -0.11222484725282177 -0.12232482529153432 -0.0059886440908653894 0.070968855102839443 -0.10500068336488866 -0.034485198755358666 0.10011805368670348 -0.074991534213281169 0.090236231407483408 0.0026465483758315034 0.10747375299694935 -0.11018858555517369 -0.027933081216922957 0.085421070484318684
leaf_weight=0.98328909126575981 1.4281971211748885 0.45614977323566508 0.89508599229156949 91.194902534160065 1.1176357555086713 0.92815195908769954 3.1058761275053257 0.8572308449074626 3.827954580570804 1.3081460922257973 0.4199529639445243 0.68312523880740628 3.0635785190388551 2.5588023748714468 1.5745499225449737 5.7278588081826518 0.65501084760762651 1.1719190455041815 9.6799085222701233 2.9452160266228011 1.0586586330755383 1.273796293884516 1.2036453606560824 1.5685936995942018 1.4752011224627493 15.144399571605399 1.1663241107016791 0.91919248912017781 5.381861710920929 2.4772755857557049
leaf_count=53 13 11 35 1833 57 8 210 7 53 27 8 48 23 35 64 100 21 38 475 41 37 23 28 38 8 1187 6 54 63 29
internal_value=-1.93338e-05 0.0020254 0.0427199 -0.000767666 -0.0039248 -0.0470127 -0.0810064 -0.0427063 0.0711997 -0.0705966 -0.0200028 -0.0702784 0.000345644 -0.00210789 -0.0176033 0.00473555 0.000760609 -0.00766221 -0.0185521 0.00124983 0.026914 -0.00977924 0.0309107 -0.000543312 0.05562 0.00316211 0.00937983 -0.0194466 0.00440628 0.0142831
internal_weight=166.251 109.121 7.00847 102.112 57.1308 5.15166 4.03403 1.75232 5.25615 2.86737 1.55923 1.10308 51.9792 48.9156 14.9852 33.9304 31.4719 13.4106 10.8518 99.2448 6.48132 3.5361 2.47744 92.7635 2.45849 30.8169 24.1699 6.64705 23.0035 17.6217
internal_count=4633 2202 108 2094 2431 275 218 42 66 94 67 56 2156 2133 612 1521 1460 548 513 2000 129 88 51 1871 61 1439 1285 154 1279 1216
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=5 15 15 15 15 5 0 3 6 13 13 10 6 7 7 18 4 18 13 13 10 7 6 7 18 0 16 5 2 7
split_gain=0.130011 0.694625 0.540728 0.842691 0.575347 0.780844 2.98513 1.54137 1.44367 1.06958 0.873623 0.573758 0.575873 0.49388 0.983456 0.841119 0.737973 0.516767 0.47824 0.966007 0.837565 0.569927 0.564149 0.471784 0.830369 1.32439 1.26255 0.501302 0.435933 0.479407
threshold=21.836296031200003 39.864684991950007 38.992510055900006 38.469938489650012 37.882159664350006 20.911722254300006 87.380266155850009 93.077108934250006 16.445384243750002 117.58509325145 116.99094400460001 65.765062787050013 15.345358541850002 23.109894804950002 22.835261448650005 13.317304170000002 261.61825292320003 13.258241318650002 117.46680109370001 115.13321943645001 62.046925192600007 23.156313609200001 16.165377701450002 22.532843451200005 13.023955459300002 86.345209775600011 22.624947093000003 22.127107789600004 236.24065663045005 24.068567769550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 11 -8 -13 14 23 17 -15 -16 19 22 21 -20 -18 27 -25 26 -26 -2 -23 -30
right_child=13 -3 -4 -5 -6 6 10 9 -10 -11 -12 12 -14 16 15 -17 18 -19 20 -21 -22 28 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.001654946899924562 -0.071386695082437765 -0.089227919723064458 0.077196440225034482 -0.061525932543847001 0.040158768185940309 0.10432736133415182 0.024054008029554458 -0.084543563896443782 -0.00044939391342041241 -0.0029072702430822887 -0.1934435783247051 -0.045265450670088359 -0.2242977646162484 0.046949326177909909 -0.046728648108683032 -0.10164816714246412 -0.1083417345383737 0.023763257403050679 0.062610000906845917 0.054008565626787901 -0.058387518295498445 -0.017283523809171752 0.036139248617430494 0.085138992962539253 -0.099076625352849917 0.086540677053744824 0.020307373557814101 -0.00041874550467713471 0.041835747976629679 -0.024044466514643249
leaf_weight=89.350865124599295 1.0859461004583923 0.90457035886356507 0.8719742251560082 2.3174434702377757 3.358749884995631 1.8883194699883441 0.42296545635326699 2.825379442438134 4.3315298652742058 3.7152682282030582 1.09124493971467 0.418075615511043 0.31505977222695947 5.3220210286090177 2.5514053994993438 1.6673221344826741 0.6753229821697484 1.755506442277692 1.5852630510926271 4.1162881893105805 2.350089928135275 7.04010321642272 0.45056235045194626 1.7664932076004323 1.442650933749974 1.4600968112936241 2.2951328448834829 11.930651910094637 3.5044780834577978 1.6129580547567455
leaf_count=2849 23 26 20 35 33 63 7 39 21 36 10 40 6 40 39 39 47 21 12 55 32 103 10 31 33 18 33 829 33 50
internal_value=-2.3966e-05 -0.00195286 -0.00124104 -0.00186262 -0.000579013 -0.00189014 -0.0229962 -0.00427978 0.0313604 -0.0381719 -0.129269 -0.0686943 -0.122203 0.00407532 -0.00574355 -0.0413421 0.0136357 -0.017996 0.00532558 0.0315579 -0.00321947 0.00621455 -0.0505226 0.00490028 0.0259076 0.00577791 -0.0257706 -0.00633945 -0.00113905 0.021071
internal_weight=164.424 111.811 110.907 110.035 107.717 104.359 15.0078 12.7605 6.21985 6.54065 2.24735 1.1561 0.733135 52.6123 25.9552 5.97423 26.6571 4.30691 21.3351 5.24217 16.0929 13.7428 1.12589 19.981 6.96437 5.19788 3.73778 13.0166 12.1575 5.11744
internal_count=4633 3185 3159 3139 3104 3071 222 159 84 75 63 53 46 1448 1066 99 382 60 342 112 230 198 57 967 115 84 66 852 186 83
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=17 17 17 7 7 17 17 7 10 12 9 17 2 2 0 2 17 0 7 6 15 15 12 3 8 15 18 16 8 9
split_gain=0.125604 0.41096 0.38819 0.643694 0.390009 0.387684 1.07773 0.325793 0.324157 0.322282 0.458979 0.888835 0.348415 0.491488 0.307483 0.393683 0.528074 0.296292 0.232921 0.39176 0.294985 0.224793 0.224682 0.378918 0.587893 0.418968 0.388679 0.302794 0.272561 0.749766
threshold=174.72950843050003 173.77968723070003 179.88087463185005 23.727132803250004 23.156313609200001 182.37451917730002 183.09840208680004 22.435297587800004 81.573196594050017 66.834523482800009 190.90230715925003 172.68891404560003 154.46567853970001 94.087390192850009 71.249517373150013 170.01157529015003 171.19957438235002 102.11570516885001 22.040683815500007 14.845346859150002 22.654569872000003 26.912781836550003 91.208648993800026 82.705037467000025 8.3434888241000014 27.614913206150003 13.317304170000002 18.804956025800003 8.8430989333000021 207.89602404040002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 18 7 -7 9 -1 11 12 13 -11 15 -14 -17 -5 -4 20 -20 -12 23 24 -8 27 -27 -25 -24 -30
right_child=2 -3 5 17 -6 6 22 -9 -10 10 21 -13 14 -15 -16 16 -18 -19 19 -21 -22 -23 28 25 -26 26 -28 -29 29 -31
leaf_value=-0.053953218431782059 -0.018432522625847429 0.063281622684494082 -0.016759500699278344 -0.13357918448621112 0.095589047302989949 -0.027883113492614655 -0.13436885806608151 -0.12184143897045317 -0.082835436380177471 0.013948565305019296 0.012993954258000227 -0.19569696399135758 0.087007554939140266 -0.093925786656859661 0.042680584193588361 -0.1151515703311248 0.037307734874432903 -0.035480118363612173 0.038319927622214305 0.06758476121091396 -0.015797832533815472 0.072937979482176771 0.0015583102801108241 -0.0099017593032842185 0.0020830046982171927 0.010511818316312973 -0.05181414003447065 0.072465773448118317 -0.12949346628380218 -0.0065473999596648144
leaf_weight=0.78674964094534239 2.5331954569846853 1.2945166327517643 1.242125130171188 0.70667147543281295 0.34028307878179465 0.61451121466234215 0.64073438871491706 0.92384280485566705 0.41854583171516502 0.99631740477161457 1.0705519371331322 0.22944674384052621 0.27127476879104528 0.73314461468908121 2.4868027555421577 0.53112850258185063 0.39700730638287496 0.54559157261246582 2.1578753456997219 1.9540457008406518 1.8888521668850442 1.5051416129281276 128.65004143725946 0.84580895495309938 0.62251719483174384 1.7814224380999801 2.2827484947629273 0.94491118937730789 0.58774335656198617 3.1782640314777382
leaf_count=20 166 52 22 27 12 19 45 33 289 66 27 22 14 271 133 66 6 64 43 15 23 38 2934 28 7 24 47 12 23 85
internal_value=-1.34489e-05 0.010449 -0.000749235 -0.0310054 -0.00492986 9.24095e-05 -0.00106605 -0.0843088 0.00319335 0.00719077 0.0130424 -0.00291822 0.00524927 -0.031781 0.0226228 -0.0189642 -0.0499376 -0.0908389 0.0226561 0.030815 0.0130599 0.0480231 -0.000148305 -0.0174557 -0.0671268 -0.00673863 -0.0244952 0.0335612 0.000782068 -0.025735
internal_weight=163.162 10.7206 152.441 4.12574 2.87348 148.315 141.073 1.53835 9.42611 9.00757 8.22082 5.64512 5.41568 1.72946 3.68621 1.19941 0.928136 1.25226 7.2429 6.00077 4.04673 2.57569 139.534 7.11814 1.26325 5.85489 4.06417 1.79072 132.416 3.76601
internal_count=4633 1004 3629 269 178 3360 3257 52 952 663 643 578 556 337 219 86 72 91 103 81 66 65 3205 163 52 111 71 40 3042 108
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=17 3 16 14 18 18 5 19 13 6 16 10 8 16 7 2 8 3 17 5 17 2 6 2 6 17 4 13 7 9
split_gain=0.124345 0.982705 0.68632 0.529765 0.428197 1.08369 0.382987 0.576872 0.430267 0.473435 0.376403 1.24959 0.701255 0.622937 0.802413 0.581563 0.486696 0.717905 0.404424 0.761663 0.775175 0.684318 0.375698 0.332851 0.292078 0.274255 0.904324 1.01703 1.80265 1.41143
threshold=201.39543491635001 92.90235915575002 22.654947022900004 162.62753922915002 13.988302431200003 14.122113655700002 7.754880527600001 12.250988447150002 98.599201934150003 5.0851188130000002 18.684956306450005 75.981203682750007 7.943800736700001 17.684958644900004 25.290974689350005 90.828344481500011 7.3442686056500008 81.93344998355002 203.65799419860002 21.869642762900003 209.54662559615002 174.51290495925002 14.285333774550002 210.71970372160004 8.2451926476000015 194.75204781875001 191.03149642590003 117.55283175385001 23.822419043000004 199.39609444495002
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -6 -7 8 9 -8 11 -9 -12 14 -13 -14 24 -18 -17 20 21 -20 -22 -23 -16 -1 -27 28 -28 -30
right_child=1 -3 -4 4 5 6 7 10 -10 -11 12 13 15 -15 16 18 17 -19 19 -21 22 23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0016766828510468635 -0.11003989737583519 -0.11303231058748885 0.0793749329123008 0.041460790507822996 -0.1149050019679462 -0.10109524336153167 0.09255437854063317 -0.097689623901052944 0.099843373760214127 -0.10164194958712158 0.046380944018362076 0.053000281290246143 -0.075012078843864127 0.091546882299337995 -0.049359265202083426 0.032223337771749121 -0.093881775081764832 0.078095137325882927 -0.019705461819618464 0.049706137381969578 0.040916725126411986 -0.14644456249749901 -0.022393669124219293 -0.057861934682957472 0.062341189448120449 0.037363729239642464 -0.055656406296830455 0.030262295617892634 0.046635744736479738 -0.014581014228887093
leaf_weight=92.499036627330497 0.47763507452328724 0.83116160266217676 0.98306558281183143 1.9425464794039751 0.9019687175750758 0.39448576219001807 0.2276620515622223 1.7690419926657366 0.93461917899549007 0.27986258646706119 2.9844691720791188 1.2700081462971864 1.1554555576294649 0.64974013157188881 0.39742372604087028 2.8508421591250217 1.7364935821387919 0.28217515815049399 2.4311396703124029 1.7155458051711319 1.8646127767860892 0.85421751905232646 1.8847827340941874 0.84259012853726745 0.56960955495014787 8.4134640069678408 6.3727370485139607 8.3678640044527111 5.8103736504999715 10.706211648808674
leaf_count=2774 15 34 26 14 22 248 5 116 15 121 33 10 15 22 36 29 138 6 28 42 11 9 35 37 13 186 107 110 177 199
internal_value=-1.6887e-05 -0.00580263 -0.00277116 -0.00561295 -0.00382772 -0.0072118 -0.00334104 -0.00177982 0.0595924 -0.0145306 -0.00558526 -0.0256378 0.00248538 0.000346038 -0.013578 -0.00714791 -0.041898 -0.0698424 -0.000846425 -0.0106742 -0.023824 -0.0537207 0.00909124 -0.102457 0.0164354 0.00130648 0.00826226 0.000429047 -0.0104774 0.00695444
internal_weight=162.401 30.2312 29.4 28.4169 27.9393 25.9967 25.0948 24.7003 1.44214 0.507525 23.2581 6.67449 16.5837 4.90545 4.25571 13.5992 2.9857 2.01867 12.4437 9.59289 7.87734 4.12795 3.7494 1.69681 0.967033 132.17 39.6707 31.2572 22.8893 16.5166
internal_count=4633 1080 1046 1020 1005 991 969 721 141 126 580 341 239 225 203 206 193 144 191 162 120 74 46 46 49 3553 779 593 483 376
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=9 8 9 9 16 8 8 8 3 7 6 18 16 16 5 17 19 9 7 5 0 17 4 6 6 2 18 2 19 17
split_gain=0.124197 0.435538 0.462578 0.563064 0.387545 0.660809 0.881092 0.381486 0.361537 0.387228 0.860077 0.751095 0.776336 0.525015 0.463007 0.670202 0.742922 0.431347 0.421914 0.722284 0.353467 0.32627 0.307517 0.380738 0.348184 0.293641 0.325394 0.287241 1.60115 0.876117
threshold=186.70853236170004 8.3434888241000014 185.98753508445003 185.00606802455005 22.664946999500003 8.0437227585500022 7.943800736700001 7.8438787148500007 76.190903416900014 22.929105819350003 15.785368822600002 13.391483899700001 22.614947116400003 20.864951208700003 20.315138807500002 190.37043331840002 14.351157895250003 190.64005357525002 22.460452099450002 30.133297129900004 86.103248543850015 240.41195881570002 208.25848595475003 16.890394641350003 16.665389384150004 35.561888367500011 16.060787203800004 291.35280339325004 14.351157895250003 209.54662559615002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 21 10 -10 12 13 -12 -14 16 20 -15 19 -18 -16 -2 23 25 -24 -1 -27 -11 29 -29
right_child=8 -3 -4 -5 -6 -7 -8 -9 9 27 11 -13 14 17 15 -17 18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.013032089469285186 -0.10196506507910963 0.050222954584758166 0.052285676537259809 -0.050140271104281368 -0.029432017327924366 0.050111617748903374 -0.11360934075152836 0.060740091375680497 -0.079370782744119239 0.0026863960107569472 -0.031777030488303666 -0.069480692599582491 0.04033211588646058 -0.0041398567730744863 -0.079441717277598467 -0.090811814848834604 -0.052083815039721107 0.058575153420750453 0.042806565872764796 0.059448159692719209 -0.014261878540703286 0.0079151630185174664 0.0088507177413042343 0.041432296498235648 -0.10303615213189957 -0.10747174921620098 0.090210754663859014 -0.10977700201416139 0.038023016495884437 0.0099628714544799796
leaf_weight=0.37637715600433175 0.67222453983231278 2.0593179606366894 1.7472091127128795 2.1283499967539674 3.08046842040494 3.2283148072892791 0.64803122589364548 1.1529647847637541 1.8011065572500253 104.55010583717376 1.2541842798818894 1.7523662210260216 1.2372267208993424 1.5517540628788991 1.8585873166448421 1.3208525958470989 1.8018576186732391 3.7396651726012351 2.2346427471202333 0.85671773180365551 1.5062879882752893 0.4518925540469354 12.940539391291164 0.46791788870177686 0.28424078427997379 0.94633491911554279 0.091300350923120277 1.9514946586568833 2.4512841579780797 0.88962441188050423
leaf_count=5 336 33 42 29 33 34 17 7 19 1628 38 36 9 17 36 25 58 64 35 11 10 68 1254 147 143 274 4 77 92 52
internal_value=-1.85653e-05 0.00588835 0.00251839 -0.000912442 0.00360047 0.00865388 0.000738046 0.00529537 -0.00132424 -0.000838775 -0.0133098 -0.00708498 -0.000787229 0.0263953 -0.0172372 -0.0246729 -0.0140943 0.0401834 0.0107782 -0.016143 -0.0502639 -0.0577935 0.00106376 -0.0367581 0.00644593 -0.0626324 -0.0900779 0.00153586 -0.0211928 -0.0722835
internal_weight=161.033 29.1514 27.092 25.3448 23.2165 20.136 16.9077 16.2597 131.882 130.758 20.9152 19.1141 17.3618 6.5456 10.8162 9.57895 8.25809 5.29142 4.89322 2.65858 3.36488 1.12412 15.1067 1.88193 13.2248 1.41401 1.03764 109.843 5.2924 2.84112
internal_count=4633 2022 1989 1947 1918 1885 1851 1834 2611 2207 358 339 303 119 184 175 150 81 104 69 46 404 1827 430 1397 283 278 1849 221 129
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=3 16 3 2 10 0 19 13 13 3 19 4 7 3 7 5 10 6 9 9 6 4 6 17 5 5 2 5 7 15
split_gain=0.129283 1.1019 1.30933 1.56261 0.989043 1.49571 1.33931 1.19177 1.40795 0.926566 1.81515 1.43959 0.926178 0.646615 0.624579 0.866924 0.409967 0.895633 0.856038 0.595062 0.554302 0.402485 0.388373 0.528289 0.35012 0.449279 0.889624 1.73544 0.724315 0.829171
threshold=85.589753040950015 19.224955043700003 87.399085362750014 138.24741514690001 66.859265246100009 91.886121982450007 13.751109481500002 113.19215266625001 113.89115178020002 84.812788641250009 12.851036860900001 158.18845385165005 25.257178691350003 89.404675128050016 20.797746106000002 22.887221773600004 71.053259929650025 14.515339148550002 206.50942114985003 214.52351813370004 14.555340083200003 143.58239362595003 15.635365317800002 173.77968723070003 19.480650800750002 21.191508333600002 105.39281967610002 20.911722254300006 23.473156321500003 36.370482311550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 7 -6 -7 -3 -9 16 -11 -12 -5 -10 22 -16 18 21 20 -20 -1 -18 -4 -24 -15 26 -26 28 -28 -30
right_child=1 4 14 12 5 6 -8 8 13 10 11 -13 -14 24 15 -17 17 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.027085674232992997 0.10282678832380283 0.066799542689769884 0.046865956008888238 -0.121527610850796 -0.11530427504498275 -0.080748200445041024 0.020727594861397046 -0.083691717438297231 0.061342451082656096 0.072168240879791234 0.030231902419581791 -0.1136312037875271 0.045841874877580568 0.032060144703447042 -0.1185408476428471 0.038079895665924769 0.091560145955182262 -0.10956004742138932 -0.063973066466323197 0.028448962784280864 0.11700195854565215 -0.0022617611297504228 -0.10341300188951526 0.056062748262465822 0.0034637200484047802 0.0033784626907393091 0.053413207158463871 -0.1111270534547406 -0.08974858971466837 0.0062411681355416734
leaf_weight=1.6551282966393039 3.7090780229773355 2.7385525405406943 1.9245851483719891 0.55665724209393352 1.7973940315423522 1.9017038138117639 4.1151092695072293 1.9739475573878724 1.7823608545586456 1.0206977650668694 0.92248669033870134 2.8276840730104595 0.81427012046333402 3.3603487643413237 0.91741383237604146 0.57486754769342951 0.46211255341768165 0.77733501326292653 1.2787719058105724 1.530333860311657 1.1704157516360281 43.339575540152509 0.48013944261947461 0.36611263061331556 11.279346512630584 59.16380093513726 1.392077937722205 2.4002676827367395 1.4684737515635791 2.3242032453417778
leaf_count=58 42 35 83 45 46 29 36 28 34 57 8 210 22 21 147 58 4 38 28 17 4 2007 277 95 182 917 22 26 41 16
internal_value=-2.05326e-05 0.00203591 0.034815 0.0691084 -0.00116437 -0.0352576 -0.0113453 0.00186705 -0.000221402 -0.0039491 -0.0460634 -0.078243 -0.0221176 0.00175965 -0.00604956 -0.0582063 5.22391e-05 -0.00316018 0.0254675 -0.0136237 0.0643314 -0.00127193 0.0220403 -0.0344193 0.000454824 -0.000906286 -0.0143444 -0.0408261 -0.0082805 -0.0309248
internal_weight=160.025 105.041 9.34312 5.08001 95.6976 7.81421 6.01681 87.8834 85.1448 54.9845 4.77087 3.75017 1.37093 83.1709 4.26312 1.49228 50.2137 44.579 5.63465 2.80911 2.82554 43.8017 2.77084 0.846252 81.3885 78.0282 18.8644 7.58502 5.18475 3.79268
internal_count=4633 2202 769 109 1433 111 65 1322 1287 2431 275 218 67 1259 660 205 2156 2049 107 45 62 2011 455 372 1225 1204 287 105 79 57
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=15 2 2 6 7 2 2 12 12 18 7 3 13 6 16 10 9 0 6 0 9 14 15 18 19 3 13 17 5 13
split_gain=0.129561 0.459444 0.374939 0.220482 0.286521 0.26486 0.160543 1.43957 0.571545 0.576585 0.964541 0.470459 0.382805 0.569684 0.536739 1.10276 0.755247 1.01478 0.892229 1.04576 0.839761 1.58615 0.796364 0.837158 0.760936 0.530336 0.506184 0.493873 0.410451 0.465003
threshold=46.723315192750007 247.02271001585004 184.20633225945002 16.475384944750001 23.736034462250004 287.56973319225006 189.32640726775003 212.31925379130004 217.54417277160005 13.204116077450001 22.673598830200003 74.346621139400014 117.69263157665002 16.515385879350003 22.624947093000003 61.93938686740001 205.73475031020004 88.350799540950007 15.945372561050002 97.491557184450016 195.74493321760002 329.73756363125005 26.384523135650003 13.405741979600002 14.351157895250003 81.850107781500014 117.46680109370001 210.19483915710003 23.636018850950002 96.975373223400013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 7 11 -8 10 -10 -1 13 14 15 -11 20 -18 19 27 22 26 28 -24 -23 -21 -22 -19 29 -17
right_child=1 3 -4 -5 5 -7 8 -9 9 12 -12 -13 -14 -15 -16 16 17 18 -20 25 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.076355531546746888 0.0046786569265468451 0.028545822439706017 -0.11132484477579918 0.035700942889643233 -0.0056055028965149014 -0.10507186737348609 0.041254878224452236 -0.11336687368979022 0.004784698976352429 -0.12383474865053257 -0.12714422331998082 0.00021440651033756539 0.063512877349566371 -0.046822901760073837 0.030864569586126541 0.00090653314928345469 -0.14401021847084322 -0.12014828143711064 0.080454158581977311 -0.0099280690563079681 0.082111607520738469 -0.10796450858188222 0.00023520305217305119 -0.11682542459699652 0.028404896113949016 0.10332637392565708 0.019244780776028605 -0.016315084302993169 -0.10585780727400365 0.063506623963717451
leaf_weight=0.80823107662581506 0.4360717654635653 0.75243747837521402 0.77168302219070029 1.2501538913056718 0.57524925470352151 0.50074745551683009 4.1018734400950043 1.1381636322039401 1.4350303777573565 0.70365169289289653 0.90280367946252216 111.71753369318139 1.0889819596195582 2.1251813880153341 7.0801029568538061 4.3745490993678739 0.65095372870564361 1.3226822513970549 0.87948808167129744 2.4576719195065384 4.1578482098993836 0.92600630712695398 1.2986997566185894 1.1535770042828515 0.7331343914847821 0.49709580885246385 1.8508844822645185 0.70078075840137888 0.28057390999310872 1.6282772064732851
leaf_count=425 28 17 61 26 4 42 162 12 122 23 16 2380 33 38 87 502 19 90 18 186 59 41 12 58 8 7 30 32 17 78
internal_value=-2.10131e-05 -0.0171698 -0.0694406 0.00333646 -0.0187921 -0.0518952 0.000456253 -0.0014674 0.0058751 0.00187147 -0.0461624 -0.000335567 0.00518302 0.00324768 0.00671423 -0.000526106 0.0032608 -0.0255618 -0.012399 -0.028803 0.0146972 0.0388473 -0.00650099 -0.0548314 -0.0477061 0.00912531 0.0627466 -0.084188 0.0123613 0.0178869
internal_weight=158.3 4.28634 1.20775 3.07859 1.82843 1.076 154.014 113.664 40.3498 36.248 2.33783 112.526 33.9101 32.8212 30.696 23.6159 22.9122 6.50867 5.85772 4.97823 16.4036 7.66787 8.73568 2.45228 1.65914 2.95477 6.00873 2.02346 6.2834 6.00283
internal_count=4633 178 89 89 63 46 4455 2817 1638 1476 138 2805 1338 1305 1267 1180 1157 352 333 315 805 138 667 70 49 193 89 122 597 580
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=6 3 6 5 15 2 18 5 7 18 2 17 0 18 16 7 5 6 6 5 3 3 19 0 6 13 12 6 3 5
split_gain=0.121372 0.931996 1.40705 1.29354 0.614887 0.547539 0.484174 0.470972 0.417786 0.772273 1.16623 1.49089 0.670758 1.04052 0.735617 0.803675 0.79406 0.721091 0.636677 0.597232 0.481467 0.914021 0.395563 0.358596 0.631941 0.884444 0.691844 0.592904 0.64228 0.533525
threshold=14.845346859150002 86.26455603170001 15.045351532250001 18.280220412300004 36.548474543700003 344.91334945730006 13.845746551550002 18.280220412300004 23.960918281000001 13.900697602550002 92.716362671650018 204.73764675200002 89.057864029250013 14.442085364750001 22.604947139800004 24.068567769550004 23.803605515150004 16.415383542800004 15.975373262050001 19.480650800750002 89.103567817450013 89.732667019950014 13.351077205700003 86.345209775600011 16.375382608200002 117.39690118230001 121.79144674955002 16.455384477450004 91.496295553550013 22.217208590350001
decision_type=2 2 2 2 2 2 2 2 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 -1 6 -6 -4 9 19 -11 -12 14 -14 15 -10 -16 -17 -15 -9 -21 -22 -5 24 25 26 -23 28 -25 -30
right_child=1 2 7 22 5 -7 -8 8 12 10 11 -13 13 18 16 17 -18 -19 -20 20 21 23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.0013929593740549071 0.082936437885378134 -0.090443608742300841 -0.060501097976345876 0.029054155624745649 -0.0015406330002653229 0.031171756636584239 -0.10868289713135595 0.049418744006952668 0.033316210194056971 0.01809966850792679 -0.16050382450638501 0.0023656062143272366 0.10019518146230671 -0.070836860067658283 0.081900555367213551 -0.10777852418798939 -0.019767322887124628 -0.013535551949041975 0.051816036966056411 0.08391872224890555 -0.090103158054361421 -0.10969275167098878 -0.040831484517859895 -0.011107010102781648 -0.0021914788250562756 -0.11611990681651217 0.057520509157502245 -0.0079995673959435722 0.052015802719623909 0.0067748490874951208
leaf_weight=58.061593637161423 3.2812584645580491 1.7052030016657216 1.2173387559014361 1.6082089988049122 0.60411218367516983 0.6205042749934363 1.3973995391133938 2.5317184762097886 1.9302477391902337 1.7572272938050435 1.3019311843963808 0.98898059967905272 2.1414993302896614 0.78269756864756324 1.9399931881343948 1.255677411798388 1.2718703636201096 2.2971352747408673 0.92147251777350903 0.67607492953538795 1.1292067654430855 0.35645783762629368 1.6316266869544049 4.1501036435365704 37.422503182910987 1.1923547771439187 0.80904116024612449 10.996487110853193 6.9303660951554757 4.1782586899935268
leaf_count=2607 41 31 23 21 6 18 105 19 14 36 26 19 28 17 32 24 46 42 25 5 14 26 30 39 1032 45 34 87 109 32
internal_value=-2.85948e-05 0.00217673 -0.000471629 0.0386805 -0.00353208 -0.0509005 -0.0763444 0.00126825 0.00213294 -0.000712348 -0.0431853 -0.0901935 0.019018 0.0537933 0.00363724 -0.0186245 0.0416409 -0.046844 -0.00451644 0.00173088 -4.87558e-05 -0.000893965 -0.00614123 0.00063151 -0.00535518 -0.0555677 0.00637977 0.0097022 0.0224593 0.0349994
internal_weight=157.089 96.4049 89.8838 6.52109 60.6836 2.62202 2.00151 88.1786 86.9613 74.4207 4.04814 2.29091 12.5406 3.84567 8.69492 5.48306 3.21186 3.55281 1.70417 70.3726 67.8409 67.1648 3.23984 66.0356 39.7804 2.35785 1.1655 26.2552 15.2587 11.1086
internal_count=4633 1897 1805 92 2736 129 111 1774 1751 1523 81 45 228 70 158 80 78 66 42 1442 1423 1418 51 1404 1137 105 60 267 180 141
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=3 3 15 3 15 19 13 19 0 5 13 3 13 10 16 0 9 3 5 5 5 5 18 16 5 18 17 8 3 16
split_gain=0.112948 0.939767 1.18115 0.869261 1.519 0.599696 0.436963 0.446507 0.387907 0.617045 0.805266 0.769683 0.668086 0.471704 1.30616 1.05774 0.803412 0.5646 0.523276 0.461261 0.375542 0.667942 0.832758 0.885406 1.34943 0.610462 0.487572 0.469054 0.459203 0.562848
threshold=85.589753040950015 86.092494711350014 32.145494189350011 84.812788641250009 28.826925781250004 12.851036860900001 109.58961877145002 13.351077205700003 93.047535894850014 18.160071980500003 111.38282034450002 87.130239549750016 105.40368946235002 66.859265246100009 19.934953383400003 90.321439350550008 204.51365672970005 89.732667019950014 19.480650800750002 20.497141515850004 21.191508333600002 21.072048321250005 13.845746551550002 22.514947350300002 19.897785533950003 13.317304170000002 188.70679832985002 8.543332867800002 92.316275283350009 22.634947069650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 5 -5 7 -2 9 10 12 -11 -3 15 19 17 -17 -13 -19 -15 21 22 23 24 -20 26 -25 -24 29 -22
right_child=1 8 -4 4 -6 -7 -8 -9 -10 11 -12 13 -14 14 -16 16 -18 18 20 -21 28 -23 27 25 -26 -27 -28 -29 -30 -31
leaf_value=5.4470984710913808e-05 0.095563158768469547 -0.10800345209472013 -0.039837315011374878 0.071808034480388166 -0.11109988509631574 -0.031494469577164196 0.10809226395771715 -0.003352728642056586 -0.045473150367508465 0.062275543926804504 -0.12159646007759489 -0.052142996377965857 0.047127679783631943 -0.071170528047826101 -0.11660444619693676 0.011229294975558489 0.10117714186971452 0.043882697310501068 -0.0824514666552702 0.040468817223315558 0.013297644017078836 -0.075136324983572533 -0.12036343178473624 -0.017299410590368162 0.092411939723499537 -0.039236276895156234 0.032681855154093137 -0.020778357669590203 -0.00014214483825236715 0.08379082026517648
leaf_weight=49.672417613428479 0.79943202753202003 0.39990825999848245 1.2383557304274289 0.89758935419376884 1.9853768126849898 1.5029164726147426 1.8097707107663152 1.0633530560880897 1.8579943699296553 2.065763226884882 0.94167363503947843 2.0623918278142801 0.90776502899825573 0.489188446998014 1.2592882118769919 2.183274485578294 1.8214799249544738 2.7294319180509765 0.56564563699067294 1.5201867464056702 6.1952932862914158 1.5873615536838759 0.93172332897665799 4.0854236809536797 2.0078326099319384 4.6296396944671869 3.7370903287082911 0.96060228580608964 52.512291906972678 1.3860586825758217
leaf_count=2156 24 55 36 46 197 32 12 19 35 24 19 35 14 18 35 23 41 20 10 57 86 15 28 41 89 35 50 26 1324 31
internal_value=-1.97192e-05 0.0019428 0.0446191 -0.00371356 -0.0463885 0.00713207 0.0730971 0.039098 -0.000221444 0.000663774 -0.0510881 0.00191912 -0.000314003 0.000543909 -0.0367533 0.00193885 0.0521402 -0.000472012 0.000838303 0.0132899 -0.000656459 -0.0131127 -0.00729319 0.000580288 0.0539773 -0.0104552 0.0065784 -0.069811 0.00317933 0.0261855
internal_weight=155.807 101.748 4.91091 54.0583 4.38588 2.40051 3.67256 1.86279 96.8373 94.9793 2.24935 92.73 1.30767 90.6642 3.26866 87.3955 4.00475 83.3908 81.3284 2.00938 78.599 18.5053 16.918 15.0256 2.57348 12.4522 7.82251 1.89233 60.0936 7.58135
internal_count=4633 2202 91 2431 275 78 55 43 2111 2076 88 1988 69 1964 110 1854 64 1790 1755 75 1735 294 279 225 99 126 91 54 1441 117
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=19 9 10 5 7 6 7 2 2 15 18 9 2 18 9 10 5 15 3 7 19 17 7 2 12 2 18 5 13 7
split_gain=0.107918 0.524148 1.07423 1.0156 0.878338 1.01023 0.436688 0.68282 0.451345 0.450832 0.441967 0.437199 0.392391 0.573199 0.299129 0.269295 0.490587 0.267727 0.761845 0.51461 0.749615 0.389566 0.336129 0.309392 1.65583 0.72056 1.08189 0.761243 1.09012 0.711209
threshold=14.451165964200003 188.55070358395002 65.130586668250018 19.841254985200006 22.791048179400004 16.525386113000007 23.322419822750003 229.44804549725004 213.37240936950002 46.723315192750007 13.602243858600003 202.86134752310002 145.83272221200002 13.037923179150001 191.96565807215003 61.993156030000002 21.869642762900003 44.483611103700007 93.017962855400015 23.209106085000005 14.351157895250003 190.92966541395 23.543468673550006 189.32640726775003 212.31925379130004 236.24065663045005 14.122113655700002 20.389142059250002 104.30679854515002 23.602039070650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 12 3 -3 5 -5 14 8 10 -9 -8 -10 13 -2 -6 -16 -17 23 -19 20 -20 -21 -23 24 -1 29 -27 28 -28 -25
right_child=1 2 -4 4 6 -7 7 9 11 -11 -12 -13 -14 -15 15 16 -18 18 19 21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0015891372640863693 0.01960799563041124 0.091894365861216798 -0.093026197974197103 -0.10344071567122196 0.072319942819926805 -0.0060826303482149173 -0.037184628636626811 0.072854451650109869 -0.008584768466781861 -0.013063141494469589 0.021529295279977621 -0.12707136788444173 -0.011917864281199789 0.099749433844611171 0.05298857434462062 0.036490004724951924 -0.038536150890371247 -0.10363374736992302 -0.11851060530841291 0.042431434526850033 0.002124083739069639 -0.059104842459108145 0.010717052919933691 -0.0092388313504835947 -0.15342698726026943 -0.066097081396413418 0.0054635554397232554 0.051106608635234932 -0.11143479402483619 0.038310697245086955
leaf_weight=91.213621113567569 2.2521354481577904 1.2464969865977824 1.197597998427226 1.597143674094698 1.3392534224258259 3.2036749255203176 2.5926492091966775 1.5801081825047734 0.55662429332733132 0.99550977605395008 2.5362041587941349 0.70691447984427214 1.3287966311909256 1.4782620873302219 1.6260413747513665 2.0026910966262226 1.543070585663372 0.93623549267067385 0.89931175416131748 2.0983108184300363 1.205691912342445 1.0577985160052779 1.980178488884121 4.5018103891779928 0.723915866088645 2.5967556188475092 5.3121941175122611 2.7420978002774063 0.93869758909568179 10.441637268007979
leaf_count=2505 38 15 32 31 18 67 25 31 17 28 31 36 44 38 20 21 33 33 41 13 36 12 47 142 8 164 595 90 46 376
internal_value=-9.17458e-06 0.00563484 -0.000846045 0.0042823 -0.00110275 -0.0384719 0.0104873 -0.00382444 -0.0213396 0.0396462 -0.00815075 -0.0748747 0.0347445 0.051366 0.0301995 0.0192923 0.00383957 -0.00124732 -0.0187474 -0.00777237 -0.0494142 0.00929368 -0.0135944 -3.936e-05 -0.00278471 0.00947327 -0.00923909 0.00717884 -0.0120911 0.0239861
internal_weight=154.431 27.7832 22.724 21.5264 20.2799 4.80082 15.4791 8.96801 6.39239 2.57562 5.12885 1.26354 5.05919 3.7304 6.51106 5.1718 3.54576 126.648 8.17753 7.24129 2.105 5.13629 3.03798 118.471 91.9375 26.5332 11.5897 8.99299 6.25089 14.9434
internal_count=4633 525 405 373 358 98 260 168 109 59 56 53 120 76 92 74 54 4108 182 149 77 72 59 3926 2513 1413 895 731 641 518
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=13 13 16 16 12 15 18 6 17 17 7 5 15 16 15 19 0 17 0 10 18 18 16 2 12 7 19 19 17 3
split_gain=0.120344 0.436554 0.428384 0.357224 0.612475 0.360165 0.323977 0.331076 0.346645 0.288209 0.24891 0.569547 0.311681 0.245711 0.468418 0.355508 0.400761 0.352533 0.317906 0.546059 1.52182 0.592496 0.515172 0.622802 0.738936 0.613834 0.416648 0.371866 0.361906 0.34595
threshold=95.937628385050019 96.357027853400012 14.274966618900002 14.184966829400002 216.20511703005005 6.8054746905500005 14.693728290050002 3.6650856341500009 201.00900942685004 201.39543491635001 21.698399695800003 15.023351587500002 21.086216674150005 13.534968349350001 18.019770707250004 11.750948102400001 101.91675926715001 168.97717400795003 98.51854819030001 76.279622535200005 15.957401718700002 15.771515858900001 17.684958644900004 219.56639384385002 142.72328397895004 26.366329164100005 12.551012654050002 13.351077205700003 230.32451555280002 81.93344998355002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 -10 -9 12 -12 14 17 16 -15 -3 19 21 -21 -17 23 24 26 -25 -20 -28 -24 -23
right_child=1 13 -4 -5 6 -7 7 10 9 -11 11 -13 -14 15 -16 18 -18 -19 22 20 -22 29 28 25 -26 -27 27 -29 -30 -31
leaf_value=0.082923894445529597 0.06766190462538467 0.018201867440652459 -0.089313765486255692 0.085614713499970491 -0.084659382826235058 -0.10197480296717139 -0.10359538551618803 0.1020667260605886 0.10258406720402538 -0.10058785329603721 0.050507660435641137 -0.11195379659530498 -0.058067371200478002 0.069078532671464757 -0.08946991681539955 0.00090279918034015148 0.0031815277676176023 -0.084974475209398548 0.016431398880700141 -0.11473049219886347 0.08303074381966466 -0.11690911710494806 -0.013729147890836658 0.07027719689851529 -0.093962548152909012 -0.067253018732954126 -0.10824243774978058 -0.0023518669108237604 0.080647026786926701 -0.019821020931973216
leaf_weight=0.11913597488637495 0.96329707209952076 1.6556874578054701 0.66821975812490553 0.40719067503232498 0.36012429046240857 0.91040668945788639 0.4271804922318555 0.41044062934815917 0.20926850661635399 0.10477812582394108 1.9116288174700464 0.29706238443031896 0.30683051550295193 1.5949732179869891 0.88184079774509871 127.21740382302096 2.1902356613427401 0.41395958489738394 1.6870171218179151 0.47708293117466327 2.1103892383398488 0.65531587507575639 0.85447975283022948 0.99688015002175212 2.0868533286266029 0.48117434061714448 0.70457812194945268 0.62656803615391254 0.77471723966300488 0.83422448101919144
leaf_count=37 34 92 96 17 42 514 171 8 7 117 164 22 18 54 84 2557 18 41 49 98 27 25 28 28 127 45 53 9 20 31
internal_value=-8.47465e-06 0.00056331 -0.0137343 -0.00449142 -0.011747 -0.0805788 0.00584919 0.0147373 -0.0449602 0.034798 0.0298603 0.0180789 0.0354909 0.000121336 -0.0284391 0.000709615 0.0309485 -0.00243491 -0.000110852 0.00108303 0.0465672 0.000168633 -0.0191981 -0.0316581 -0.0482084 0.0255048 -0.0165726 -0.0583999 0.0311487 -0.0625344
internal_weight=153.339 147.207 6.13227 5.46405 5.05686 1.02954 4.02731 3.66719 0.741227 0.314047 2.92596 2.51552 2.21846 146.243 2.95149 143.292 3.78521 2.06965 139.507 131.294 2.58747 128.707 8.21227 6.58307 5.10502 1.47805 3.01816 1.33115 1.6292 1.48954
internal_count=4633 3420 1213 1117 1100 551 549 507 295 124 212 204 182 3386 217 3169 72 133 3097 2738 125 2613 359 311 238 73 111 62 48 56
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=9 9 14 19 6 15 0 18 0 7 10 17 17 17 7 13 18 6 9 16 6 0 9 2 2 16 7 4 14 8
split_gain=0.111962 0.590645 1.09685 0.663908 0.68966 1.09049 0.810398 0.966529 0.609778 0.492213 0.516782 0.415934 0.458923 0.742619 0.357976 0.357339 0.346461 0.394081 0.508358 0.348741 0.304613 0.594857 0.293892 0.230921 0.559007 0.526742 0.418825 0.415447 0.372956 0.475916
threshold=206.78020849415003 212.49340169810003 181.67250789200003 14.251149826300002 16.285380505300001 31.890196708700007 93.972365491700018 15.771515858900001 89.237990724000014 25.688358367700005 80.538140213850014 203.09927826650002 196.39284362915004 192.92322630085002 24.673428656250003 99.534785363600022 17.108018746400003 15.945372561050002 221.38017838285003 17.684958644900004 16.375382608200002 95.117648655250022 206.57490536735003 325.13486840910008 309.04644204820005 11.864972254500001 27.902905420600003 436.81694392880007 391.44625313395005 5.5456722124000004
decision_type=2 2 2 2 2 2 2 2 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 14 4 5 6 -4 -8 -5 -9 -11 12 13 -3 -2 -13 17 18 -17 -18 21 -14 23 24 25 26 -1 -25 -27 -30
right_child=1 11 3 8 -6 -7 7 9 -10 10 -12 15 20 -15 -16 16 19 -19 -20 -21 -22 -23 -24 27 -26 28 -28 -29 29 -31
leaf_value=-0.090408105593758309 0.0032024015016109578 0.010307789182526381 0.087807236709864789 -0.031319891651725384 0.029843782860963758 -0.14042645009634966 -0.10875594210176687 0.085907196442870037 0.070435371374194852 -0.085439155924497648 0.020339287612877028 -0.10330334921235762 0.098198685113488671 -0.10813116934086515 0.073399429481067396 -0.0769160367380778 -0.022013050384137534 0.034567996980858301 -0.00089473786349373923 0.10235154965253759 -0.0028620109508940201 0.022402043113887018 0.048232816802560648 -0.10832015265735098 0.059223363518070664 0.0018601971581803014 0.018414763602628288 -0.0058593279524474066 0.013785737974585899 -0.13136696235017534
leaf_weight=1.1137602486105596 1.9081715625943645 4.3620850100451225 0.43331660889088919 1.6676881725434216 0.84506794833578158 1.5048841692332642 1.8881051619537172 0.41935792891308699 0.91042831540107716 0.95142875611782052 0.89758863439783454 0.42138341143436164 1.6305508189761893 0.6025139276171102 1.1730752484290858 1.5905265500769021 0.39857249171473075 1.0608836484607307 1.9680302797642069 0.5192072931677103 1.437093370594084 2.8367883460596204 1.3205119725316752 0.533836620896181 1.647354626438754 115.2152678864004 0.51822240404726461 1.5296707382649399 0.42949724888603569 0.47646260532201268
leaf_count=387 40 139 7 43 13 81 52 6 21 36 101 113 26 30 21 72 29 34 46 17 27 38 16 69 123 2538 227 220 41 20
internal_value=-1.67541e-05 -0.0055568 -0.02193 -0.038718 -0.0548157 -0.0665543 -0.0423333 -0.0559006 0.00461366 -0.0119059 -0.03409 0.00670207 0.0183427 -0.00406621 0.0299274 -0.0145315 -0.00777599 -0.0189255 -0.0348731 0.0483426 0.0371847 0.0500673 0.00131098 0.000800865 0.00137407 0.000564762 -0.0558523 -0.0323663 0.00135766 -0.062553
internal_weight=152.211 29.4267 12.5991 9.51787 6.93975 6.09468 4.5898 4.15648 2.57812 2.26838 1.84902 16.8276 10.869 4.9646 3.08125 5.9586 5.53722 4.61944 3.55856 0.91778 5.90443 4.46734 122.785 121.464 119.401 117.753 1.63198 2.06351 116.121 0.90596
internal_count=4633 992 421 360 296 283 202 195 64 143 137 571 260 169 61 311 198 152 118 46 91 64 3641 3625 3336 3213 614 289 2599 61
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=5 5 5 10 17 13 16 15 19 15 3 4 14 6 7 16 19 9 18 5 19 0 16 19 7 15 6 6 2 7
split_gain=0.104597 0.322113 0.456628 0.391493 0.57752 0.461068 0.302566 0.270768 0.270051 0.296943 0.207904 0.506449 0.750618 0.548525 0.52734 0.414137 0.324883 0.298961 0.290684 0.278989 0.290258 1.0301 0.498204 0.344986 1.14396 0.913132 0.875492 0.346492 0.312788 0.423667
threshold=31.794087907800002 30.922794813800003 30.133297129900004 60.87206898960001 168.97717400795003 122.52916775330002 22.764946765650006 23.672254530550003 13.451085274650001 30.632308446700005 93.883646373400012 175.22798587345002 245.99173885435002 16.575387281250006 23.736034462250004 22.664946999500003 14.651182102100002 190.36745536595001 12.783127173500002 25.704065249550002 14.551174033150001 86.09518316945001 22.534947303500005 14.451165964200003 23.602039070650005 41.54912092575001 16.575387281250006 15.945372561050002 106.99702195580001 23.131311951800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -1 9 -2 16 13 15 -12 -14 17 18 -13 -5 20 23 -22 -23 26 28 27 -20 -26 -25 -30
right_child=8 -3 -4 6 -6 -7 -8 -9 -10 -11 11 12 14 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.043562515327682204 -0.082002174455907573 -0.068787999687316401 0.075870605102172653 0.046559295145464516 -0.096931155344745584 -0.10874277566950541 0.035444816482648515 0.080423670045313755 0.066182524415478533 0.09668853820884693 -0.091537687799394807 0.077380585354403231 -0.095231079300087673 0.0041277186350431932 0.024546387189877464 -0.0090558513774344693 0.031011698729902976 0.0028435506524404561 -0.00052183602214522817 0.053127090873197086 -0.11081005770017678 -0.047109749158505007 0.021814072270327063 0.066183537747694851 -0.017958408010681156 0.031302016654538682 -0.071686057644414866 -0.11447832003900336 -0.0064128217550021753 0.049081722799356742
leaf_weight=0.25117655867552391 0.32763921047990041 0.68277231277170258 0.79019754744149295 1.3198283880774386 1.0258195525020708 0.26110775023698807 2.4052893677726379 0.5895786889923329 0.75084879188216291 0.12985521925293142 1.49986289456683 1.4833430087601303 1.1581783129367975 0.9982808899367227 0.53846131719183166 2.3680027035297826 3.4363806936889878 0.8444452131516299 111.00596522546766 0.95909559742722095 1.0837530326098193 1.6180387651547787 2.9807072328403592 2.4568147417157871 0.54691279516555402 1.1617707237601278 1.7560848997673009 1.1624602531082926 2.5690895258449018 2.9615645110607147
leaf_count=95 68 29 47 26 171 6 33 33 35 7 43 177 127 56 29 19 42 24 3220 37 32 25 52 30 15 30 33 43 28 21
internal_value=-2.26748e-05 -0.000258868 5.46692e-05 -0.00034892 -0.0429356 0.0073336 0.000270369 0.0433827 0.029281 -0.0312826 -0.000317535 -0.0151297 -0.000209372 -0.0533089 -0.0572174 0.0203882 0.000657803 0.050341 -0.000134915 -0.000608025 -0.0010066 -0.0231051 -0.00243632 9.2067e-06 0.0170327 -0.0371045 -0.0016301 -0.0835968 0.0364927 0.0233035
internal_weight=151.123 149.915 149.232 148.442 2.12768 1.10186 146.314 0.840755 1.20834 0.457494 143.909 8.89057 6.39243 2.49814 1.69664 4.69579 135.018 2.32779 131.582 130.262 129.303 5.6825 4.59875 123.621 10.8586 2.87114 112.762 1.70937 7.98747 5.53065
internal_count=4633 4523 4494 4447 305 134 4142 128 110 75 4109 475 376 99 156 220 3634 201 3592 3566 3529 109 77 3420 167 88 3253 58 79 49
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=15 2 5 7 7 5 12 12 0 5 15 15 9 6 2 16 12 8 15 13 19 19 15 2 9 9 9 2 15 4
split_gain=0.115859 0.30286 0.215161 0.567352 0.54255 0.435285 0.454873 0.280418 0.420225 0.355019 0.323446 0.382791 0.2754 0.238039 0.300704 0.213883 0.184181 0.222021 0.271109 0.329247 0.591261 0.237383 0.409008 0.811237 0.525429 0.634535 0.531413 0.48523 0.47507 0.385987
threshold=50.429073788800004 310.93569142660004 25.834968130800004 21.698399695800003 20.714163848350005 24.453399453300005 270.40131768760006 66.834523482800009 75.381677519650012 29.110986871100003 20.734744936600006 27.063546193350003 67.070312222050021 16.755391487050002 105.39281967610002 22.834946602000002 58.770113158150004 8.8430989333000021 31.028113015250003 117.15225149240001 14.351157895250003 14.451165964200003 42.629181320700006 221.01224434660003 201.16241229375001 188.55070358395002 184.36538191430003 226.19683278270003 38.86986296220001 274.12249728105002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 16 15 -4 9 -9 -11 13 -13 -12 -15 -7 -1 21 -19 -20 -21 -18 23 24 25 26 -23 29 -27 -24
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 11 12 -14 14 -16 -17 17 18 19 20 -22 22 27 -25 -26 28 -28 -29 -30 -31
leaf_value=0.051949572701339722 -0.11129136514906393 0.023514255489776901 -0.1079768817966931 0.082519664043302798 -0.10706457459392536 -0.10849838546030866 -0.0082412554405263232 -0.10343904290354521 0.0710140259211509 -0.12330582587063532 0.09511292876293069 0.020218440624088816 -0.11495028700836699 0.10463589406673712 -0.10152270713395009 -0.01460632022587807 -0.0011003480507456823 -0.077025020194227245 0.020232960730799346 0.017169614157479422 -0.1128835955156282 0.0037932107197714382 0.039220948027665473 -0.065283833773329622 0.051332625894780909 -0.028792323994857452 0.079912823948718459 0.080287096278325865 0.01864729199969271 -0.033451102698573702
leaf_weight=0.68748843856155772 0.32235958943783671 0.34504282884154236 0.17533268313854922 1.1409667912448638 0.4064726637516286 0.92161851322452937 2.1974461476784199 0.3099353316820278 1.1303129464504307 0.15962488858167478 0.71339277079096042 0.36371206154581148 0.25741597878732136 0.12447382509708405 0.16393044538563117 0.32930539234075695 114.55639807177249 0.7643141147000273 1.6262327511794867 0.72052889503538586 0.67899406561627984 2.1300642378628321 2.0451641138643022 1.5789351703133423 2.5623166132718316 6.0404114890843612 1.6106456797569988 1.6342239677906034 3.2449496854096651 1.1372912018559871
leaf_count=11 52 24 6 33 37 137 50 178 56 26 26 15 52 1 76 6 3380 50 30 6 38 26 31 63 31 54 43 34 40 21
internal_value=-2.54545e-05 -0.0415977 0.000160243 0.0206702 0.00212205 -0.000541881 -0.035644 0.0151826 0.0218829 -0.00465657 0.0125189 0.0258781 -0.0357999 0.0641194 -0.0125457 -0.0837813 0.000316486 6.35321e-05 -0.0238106 -0.0103685 -0.0459271 0.000726227 0.0102443 0.00301937 0.00993775 0.0017951 0.0365682 0.0359951 -0.0122136 0.0132507
internal_weight=150.079 0.667402 149.412 4.94557 3.8046 144.466 3.44837 3.39813 3.2228 2.09249 1.78255 1.62293 0.621128 1.0018 0.288404 1.25092 141.018 140.33 3.79007 3.02576 1.39952 136.54 21.984 17.1673 15.5884 13.0261 3.74071 4.81668 9.28536 3.18246
internal_count=4633 76 4557 506 473 4051 193 436 430 374 196 170 67 103 77 143 3858 3847 124 74 44 3723 343 257 194 163 69 86 94 52
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=19 16 16 7 16 17 19 2 12 19 7 10 10 2 17 7 15 7 14 15 0 12 2 14 6 15 16 9 9 16
split_gain=0.103828 0.261633 0.223862 0.462047 0.333298 0.332287 0.444737 0.267396 0.161208 0.574734 0.720811 0.799232 0.826087 0.49709 0.467634 0.634909 0.409644 0.394022 0.352601 0.30696 0.44388 0.349705 0.389982 1.11624 0.842783 0.51704 0.43829 0.781339 0.826741 0.734827
threshold=9.8507947922000021 8.3649804390000018 9.7049773055000017 25.764895874800001 11.864972254500001 177.30738098725001 10.650859343850001 223.87650328090004 285.94642765385009 14.351157895250003 24.745523433100004 66.235542959850008 62.057679025150001 292.59177727695004 209.54662559615002 26.459406588900006 46.055224235250002 24.068567769550004 345.61424191910004 46.723315192750007 85.216057360850016 266.21985070420004 189.32640726775003 274.15552132740009 13.400313096150002 24.673905035600004 22.574947209950004 205.73475031020004 195.74493321760002 19.304954856600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 18 10 11 12 -10 -13 -12 -16 -11 -18 19 21 -21 22 23 -6 25 -25 27 28 29 -24
right_child=2 -3 4 -5 8 -7 -8 -9 9 16 14 13 -14 -15 15 -17 17 -19 -20 20 -22 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10291471607001877 -0.10212646946414164 0.027720505361033099 -0.10044847009764331 0.059759008387680883 0.00072309135046438162 -0.1045672701827364 -0.10428988190655071 0.10104752083022062 0.0025202016208562923 0.058411657883181506 -0.10781244500480364 -0.052219458877885455 -0.12952323549883701 0.0808043524632375 0.074139472632477291 -0.076410359790528223 0.041178571075574315 -0.056476020284782616 0.040132543135419051 0.016019206372794997 -0.10674583464710458 -0.050500497481478696 0.03573471744198297 -0.052297518917850429 -0.096563284077002209 0.068209556238049487 -0.00080977411342251246 -0.016551394665699784 0.067422958912395942 -0.061134242453576841
leaf_weight=0.32362130809906275 0.20336529587257146 0.29131771298125386 0.081972486732410088 1.32511587395129 104.37707848260106 0.60848624607751844 0.26468378956633387 0.33506197237875313 1.4150786751902149 1.5844047230202707 1.44516633652529 0.36074721826298617 0.71228347521901003 1.2694176818622507 0.4297128894831983 0.80469430319499224 0.75064079464209477 0.91904800734482706 2.2741027648444279 0.54572956124320515 0.63982240373297827 1.3117859114427108 2.4793773313285805 0.77894820348592408 2.1092351274564862 0.65578639766317792 11.540213134605436 3.1093451047781846 5.1736858806107193 1.1446193984302224
leaf_count=329 72 58 103 149 2214 223 43 7 84 60 131 26 44 71 18 85 30 32 41 12 80 32 129 78 38 18 170 149 79 28
internal_value=-2.24979e-05 -0.0410283 0.000147136 0.0382201 -0.000248413 -0.0508512 -0.00290541 0.0614414 0.000199283 -0.0122623 -0.0295769 -0.00131856 -0.0416906 0.0513669 -0.0692033 -0.024002 0.0219889 -0.0125735 0.00108637 0.000423051 -0.050235 0.000875702 0.00138872 -0.0011509 -0.0563438 0.00278368 0.0130779 0.0265377 0.0417666 0.00513919
internal_weight=149.265 0.614939 148.65 1.52848 147.121 1.2902 0.681718 0.417034 145.831 9.69119 6.4371 3.75753 2.12736 1.63016 2.67957 1.23441 3.25409 1.66969 136.14 133.866 1.18555 132.68 131.368 107.921 3.54397 1.43473 23.4472 11.907 8.79768 3.624
internal_count=4633 387 4246 221 4025 376 153 110 3649 581 459 225 128 97 234 103 122 62 3068 3027 92 2935 2903 2348 134 96 555 385 236 157
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=6 13 17 6 16 17 9 17 15 17 2 5 18 15 17 9 6 8 17 17 15 14 18 18 18 16 6 16 13 0
split_gain=0.101408 0.278982 0.28248 0.324983 0.267964 0.17297 0.230414 0.171732 0.44359 0.361368 0.384843 0.310386 0.394041 0.288207 0.288921 0.422241 0.31282 0.371774 0.236287 0.83354 1.09299 0.389384 0.386821 0.379503 0.270255 0.553503 0.406555 0.37669 0.418031 0.385689
threshold=22.560527123150003 118.84598011460001 162.43086425485004 21.760508430800005 22.764946765650006 162.04221493815001 58.084576609100004 174.72950843050003 29.171703351550004 179.03071761140004 45.979371440700014 23.499898996300001 15.771515858900001 28.826925781250004 168.62011096010002 195.46053662500003 16.455384477450004 3.0476216663000004 182.37451917730002 183.58889821140002 21.881081380950004 147.98468416440002 12.816643511250001 12.880535946600002 13.037923179150001 22.604947139800004 16.555386813950005 22.674946976100003 117.67112391160002 85.732241321850012
decision_type=2 2 2 2 2 2 2 2 2 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 13 10 -9 12 -12 14 15 16 17 -7 -11 20 -20 -21 -23 -22 25 -24 27 28 29 -27
right_child=-2 2 3 -5 -6 7 -8 9 -10 18 11 -13 -14 -15 -16 -17 -18 -19 19 21 23 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.044275003107866119 0.037811556659206456 0.055831160404410524 -0.10770507401909435 -0.0028393343734202433 0.033449409519954371 -0.05441168268867444 -0.10311786487430658 0.061723446060605175 0.08032224577146671 0.016764425682034123 -0.11599782550057075 0.031887950168435618 -0.013947173973223198 -0.090766726119484442 0.03110503097448581 -0.1248653252223318 -0.10902779927661271 0.032951726603467589 0.016293878718700243 -0.047544130107405019 -0.035541696358969962 -0.12439386902916148 0.069368342503424593 -0.13141808766820112 -0.00037232302191611273 0.025270439379875272 0.039441808372391952 -0.049927544250549072 0.062041489887167782 -0.062608996134349656
leaf_weight=0.15168230398921778 0.70495666190981765 0.23758159356657316 0.69985146223189054 0.51152408448979259 2.388065591454505 0.65462012866191832 0.35263579385082267 0.31360831856727545 0.90338379262357182 7.6757881609155438 0.96414458718936635 0.32087796324776707 0.62275352337564982 0.2963482264894991 3.2205214930272632 0.29787721591128491 0.23903472195024722 1.903471598479882 1.3889902287337457 1.6970422416925419 0.60900080762803543 0.24672140117036079 1.6861799426624182 1.2817931180470621 111.86989493548617 1.0397417448402855 2.352851765230298 1.6513950129447037 1.0075947918230665 0.96102181752212334
leaf_count=57 15 17 102 13 35 57 308 3 29 132 56 96 48 8 234 37 100 104 47 24 13 19 26 48 2909 19 17 23 10 27
internal_value=-2.56392e-05 -0.000206421 -0.0438698 -0.0634237 0.000226623 -0.000325452 -0.0587869 -0.000119571 0.014595 -0.00093455 -0.0409363 -0.0578119 -0.0759496 0.00561469 0.0101373 -0.0116808 0.000372619 0.0105953 -0.000268778 -0.00130814 -0.0510594 2.37541e-05 0.00069192 -0.100538 0.000947885 0.0179263 0.00555706 -0.0115524 0.0095131 -0.0169405
internal_weight=148.251 147.546 1.44896 1.21138 146.097 143.709 0.504318 143.205 7.51526 135.689 2.22138 1.90778 1.5869 6.61187 6.31553 3.095 2.79713 2.55809 133.468 125.792 3.27978 122.512 120.815 1.89079 120.569 8.69879 7.01261 4.65975 3.00836 2.00076
internal_count=4633 4618 132 115 4486 4451 365 4086 569 3517 203 200 104 540 532 298 261 161 3314 3182 108 3074 3050 61 3031 122 96 79 56 46
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=6 16 13 2 0 3 3 10 8 13 13 9 6 2 5 5 9 6 8 10 3 15 3 3 5 6 5 2 5 4
split_gain=0.100123 0.698546 0.928818 0.895545 1.07244 0.890519 0.712541 0.911734 1.69926 1.05166 0.816423 0.583304 0.532611 0.79921 0.528404 0.512227 0.464576 0.441402 1.60817 0.587694 0.50916 0.41976 0.411066 0.350317 0.358979 0.304344 0.287059 0.605249 1.34763 0.605431
threshold=14.745344522600002 19.224955043700003 109.64607639220002 136.64906039505004 92.168410086200012 85.589753040950015 86.092494711350014 66.859265246100009 8.1436447804000007 113.19215266625001 113.89115178020002 199.17419511990002 14.865347326450001 173.47633273965002 19.480650800750002 26.429611911700004 216.72927494925003 14.375335877400001 7.943800736700001 69.873026810350026 83.511574906150017 38.86986296220001 89.883220675300024 84.643415779050017 26.144057174750003 15.470361462550001 21.191508333600002 105.39281967610002 20.911722254300006 185.29521033610004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 -3 4 15 -6 -4 9 -9 -8 -11 -10 -5 16 -12 -2 -14 21 23 -20 -21 -1 -16 -19 -25 -15 27 29 -29 -24
right_child=1 2 6 12 5 -7 7 8 11 10 14 -13 13 25 22 -17 -18 18 19 20 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=0.00075851130463428656 -0.11686995631608287 -0.069901210122922025 0.071191028496043848 -0.10727573588166398 0.020723194399421496 0.10206386973917694 0.069229792056158368 0.033242281728537312 -0.1274749928798723 -0.067635999163014507 0.056558248886631718 -0.03280922802747354 -0.15666450350742941 0.092674305665362625 0.046663422833783781 0.054723283942787228 0.017708131265220476 0.11397286942745655 -0.0023994180066188404 -0.018066418255872296 -0.10843802044823475 -0.076254742528913705 -0.0072153911539591378 -0.10369433720006833 0.10358884315952205 -0.0060275071077445994 0.002660368397204784 -0.0024442168919073942 -0.10081463998187917 0.063832747834761769
leaf_weight=46.582116656001745 0.52511509398209266 1.9028634661808599 1.411904290318488 0.56460065172723295 2.4720771710854024 2.9546112800016999 2.2645987533032885 1.7502463022246946 1.7585290169809016 1.7399320919066656 1.7129604555666436 1.0333830057643352 0.38714993857865909 0.71030306845204882 1.8682879898697127 0.26014985483197961 0.25240562821272761 0.77451709564775117 1.3287877561524508 0.87869515921920571 2.1460605010797735 0.71865231567062338 9.0403782762587088 0.18145937298686476 0.15484286844730377 0.55767731607102178 54.116830046237737 3.906944796210154 2.1640262939035892 1.382848523557185
leaf_count=2285 139 30 8 50 31 36 32 17 35 23 14 25 74 24 33 142 8 5 12 12 209 43 114 82 2 94 895 71 25 63
internal_value=-2.92318e-05 0.00191514 -0.000812667 0.0289459 0.0492042 0.0650099 0.000749599 -0.000452453 -0.0440079 0.00207752 7.47722e-05 -0.0924359 -0.021959 0.00329347 0.0016627 -0.060023 -0.087847 -0.00352027 -0.0304299 -0.0578328 -0.082185 -0.00041157 0.000365313 0.0769681 -0.00825542 0.0492637 -0.000859683 -0.0124088 -0.0375088 0.00221056
internal_weight=147.503 94.7378 86.0537 8.68409 6.21195 5.42669 84.1509 82.739 4.54216 78.1968 75.9322 2.79191 2.47214 1.90754 74.1923 0.785265 0.639556 52.7651 5.46436 4.35354 3.02476 47.3008 72.4793 1.11082 0.336302 1.26798 70.611 16.4942 6.07097 10.4232
internal_count=4633 1983 1385 598 348 67 1355 1347 77 1270 1238 60 250 200 1215 281 82 2650 322 233 221 2328 1201 89 84 118 1168 273 96 177
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=15 2 5 7 7 5 8 9 12 8 9 12 13 16 10 0 7 3 18 18 18 17 9 19 0 7 7 12 7 15
split_gain=0.105675 0.265717 0.153038 0.504012 0.464147 0.341733 0.387372 0.354252 0.251818 0.346313 0.248895 0.159955 0.407171 0.366218 0.287766 0.210798 0.807927 0.800645 0.458066 0.247841 0.426729 0.407298 0.525778 0.490727 0.306077 0.249709 0.627618 0.683573 0.507582 0.653511
threshold=50.429073788800004 310.93569142660004 25.834968130800004 21.698399695800003 20.714163848350005 24.453399453300005 8.543332867800002 189.34276022045003 66.834523482800009 5.9453602998000008 71.932467616300016 66.834523482800009 117.97223122220002 22.724946859200003 61.821094709650005 85.619326080400015 22.435297587800004 94.227769014100019 12.678381831100001 13.075178189100003 13.1052958007 188.06121519230001 195.13041324455003 14.251149826300002 85.968825637350008 22.580797808900005 22.375171215700004 211.51213392550002 22.747724408400003 32.84618138455
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 11 7 -7 -4 10 -10 -1 13 14 -13 16 18 -18 -16 21 -21 22 23 -17 -25 26 27 -22 29 -27
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 15 19 17 -19 -20 20 25 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.035050582660680334 -0.11070336738216882 0.019963025468345729 -0.10750493327343286 0.079881322226775339 -0.10612911452336585 -0.10622954163071477 -0.10897237581268732 -0.0024326245475752503 0.011641235480871237 0.082212268188806323 -0.10051358190062989 -0.065254171757060567 -0.069917116865539267 0.036071973764513092 0.074544970313477399 -0.049056766362423204 -0.041397478009636612 0.096555472590215199 -0.1225886372124329 -0.053215956547840108 -0.05345348009865987 0.054383987919715077 0.049212350894711203 -0.01390724167530407 0.029586273100967637 0.02568112050952015 0.071002796722761052 0.037584776758129372 1.183608719718148e-05 -0.071984453833577947
leaf_weight=1.3146233356237633 0.29195027366949844 0.33330159515026025 0.1645577298477291 1.026220072104479 0.36803497585060529 0.38215193696669292 0.5488050302810733 2.3555820375913754 1.9695898676873191 0.67693812679499377 0.21996871130068019 0.67919232957228715 0.82785070419777085 2.8225064277648917 0.13550789940927577 1.9759523330721984 1.0409817027975803 0.70605064858682443 0.90562966247580334 1.5360430255532254 1.507176281702413 2.0736598372459403 2.2238514963537446 3.2301162509247661 3.2419583387672901 1.0075950718019151 1.7030371196742633 1.8216401953686725 106.89643190231254 2.140750402584672
leaf_count=27 52 24 6 33 37 109 46 38 126 15 289 31 43 31 13 35 41 9 118 25 124 21 17 38 24 26 48 91 3045 51
internal_value=-2.63532e-05 -0.0410493 0.00014993 0.0184613 -8.20098e-05 -0.000424462 -0.0322925 -0.0169213 0.0127944 0.0197004 0.000373873 0.000335646 1.24953e-06 0.000427956 -0.000329469 4.22425e-06 -0.0272004 0.0143552 -0.096931 0.00059059 -0.000856501 0.0138304 0.00595046 -0.00543776 0.00787931 -0.000157606 0.0216267 -0.00363429 -0.00115371 -0.0407276
internal_weight=146.128 0.625252 145.502 4.42531 3.39909 141.077 3.28654 2.73773 3.03105 2.8665 2.18956 137.791 136.476 135.648 132.826 132.146 2.78817 1.74703 1.04114 129.358 116.613 12.7455 10.6719 8.44803 6.47207 115.077 5.03185 3.32882 110.045 3.14835
internal_count=4633 76 4557 506 473 4051 193 147 436 430 415 3858 3831 3788 3757 3726 181 50 131 3545 3410 135 114 97 62 3385 263 215 3122 77
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=6 6 16 5 10 8 6 7 15 15 15 13 16 6 2 15 5 18 10 15 15 16 16 15 4 3 3 18 17 16
split_gain=0.102159 0.559285 0.8246 0.378682 0.601061 0.500282 0.363411 0.359949 0.349332 0.335031 1.36007 0.716703 0.521805 0.410377 0.333674 0.297995 0.437713 0.448691 0.316603 0.289226 0.840435 1.08195 0.726775 0.576608 0.571786 0.470462 0.958362 0.941183 0.870458 0.833163
threshold=13.665319288000001 13.775321858200002 15.839962959300001 15.332427622700001 75.180043159850015 8.1436447804000007 12.145283772600001 23.050081659550006 19.314972497650004 23.949961253350004 23.008892218750002 104.19926021995002 16.094962363000004 16.645388916850006 156.09660346185004 17.138389019350004 15.332427622700001 14.668863553700001 65.571493801650021 26.912781836550003 28.579157549250002 18.764956119400004 15.454963859600001 25.186533201700005 201.80971861865004 82.705037467000025 85.589753040950015 14.881594619900001 180.19381692845005 19.134955254150004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 -6 -8 10 15 -11 -12 -14 -10 -3 -17 18 -18 22 21 24 -13 -24 -21 -22 27 28 -27 -29
right_child=1 9 -4 4 7 -7 8 -9 14 11 12 19 13 -15 -16 16 17 -19 -20 20 25 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00064846771366956248 0.095310641080131889 -0.082076714423990171 -0.0010546532172606175 -0.0083315142307230604 -0.01312799887161039 -0.07124200842265356 -0.01408211582158847 -0.10876978524353734 0.015015691461175052 0.06424783045832938 -0.13232440448718638 -0.17705966117849989 -0.11729833565210677 0.06232161927618049 0.1032137107367873 0.07221181572513502 -0.050676630997793459 -0.041000217221330092 0.024212592213766287 0.028657472607285007 0.057459887581047468 0.00079257625741731882 0.026155624173899841 -0.046820257036095346 0.11452752865943792 0.084091817525286258 0.00076023554406382378 -0.036682960356492059 -0.11198742547507035 0.085685968364864015
leaf_weight=15.071264588974381 1.5419295546598726 0.4227410836811013 2.0937272105365992 4.9517809540120643 0.59478729453985568 0.89808343500771926 0.81289962126174886 1.1627633386378873 0.75308639649301745 1.7965163870248932 1.2448662881506596 0.29019045321911008 0.21949532208964218 0.3024837981138262 0.99659349024295807 0.84178312798030663 0.65804803721221095 2.2338945935116499 3.9716838783588173 1.3440452403046941 1.3609152897261072 4.1832906278141309 1.9859646172153587 2.3806442335499014 1.8329736956438862 0.25409696344286148 86.051733931411945 2.1807872579374821 2.0773954749165569 0.74698495701886702
leaf_count=1559 33 80 25 230 23 83 34 75 46 22 18 3 16 40 6 10 211 35 28 38 12 64 129 136 27 6 1355 123 160 6
internal_value=-2.40077e-05 0.00119219 0.0398151 -0.00580674 -0.0261632 0.00156316 0.00527109 -0.0764029 0.0400857 -1.43675e-05 -0.0176155 0.00162119 -0.0971343 -0.0132096 0.0652521 -0.000330158 0.0041547 -0.00419211 0.0135682 0.000546481 0.00168056 0.0342049 -0.0238145 -0.0136303 0.0782 -0.000902632 -0.00177248 -0.0432126 -0.0906178 -0.00546204
internal_weight=145.257 120.016 3.63566 25.2413 6.70933 18.5319 17.6338 1.75755 2.56258 116.381 9.895 106.486 1.76685 0.521979 1.74968 8.12815 7.70541 6.86363 4.62973 104.689 100.032 7.36031 4.6568 4.36661 3.17702 92.6719 91.311 5.25926 2.33149 2.92777
internal_count=4633 2577 58 2056 328 1728 1645 98 86 2519 438 2081 74 56 52 364 284 274 239 2059 1791 129 268 265 65 1662 1650 295 166 129
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=9 13 18 13 16 15 18 16 12 7 8 16 15 0 13 3 7 3 2 7 9 6 5 6 4 6 16 19 10 19
split_gain=0.0980577 0.334683 0.480044 0.238051 0.362087 0.2126 0.159081 0.343751 0.305258 0.292722 0.444956 0.318491 0.653484 0.229904 0.320538 0.794979 0.216294 0.213952 0.209086 0.197038 0.194448 0.364993 0.394593 0.284182 0.917435 0.495271 0.733869 0.346316 0.403711 0.659184
threshold=38.283670303850009 96.357027853400012 16.435318745950003 92.146902421150017 12.344971132100001 5.1773271655500013 16.884724796650001 11.564972956100002 170.40138255105003 26.545218975000001 8.1436447804000007 17.684958644900004 20.937157557000003 105.7585659356 97.873318238950006 83.613736315050019 27.973342028250006 85.850533479600017 296.32908460740003 29.094060964600004 53.996381295800006 9.4652211533500026 13.153721664750002 13.665319288000001 274.81987900165007 13.775321858200002 15.839962959300001 14.051133688400002 78.196493182200015 13.051052998800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 17 -8 -10 11 12 16 14 15 -9 -11 -2 19 -18 -16 -22 -23 24 27 26 -25 28 29 -24
right_child=6 -3 5 -5 -6 -7 8 13 9 10 -12 -13 -14 -15 20 -17 18 -19 -20 -21 21 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.057771995848291548 -0.10276937237827755 -0.10314977716498981 0.075544122420834442 0.069085037833418336 -0.10351643333243224 -0.088515527369004435 -0.10290886111723008 -0.10839486877693812 0.060326431684762961 0.0481385580297852 -0.09476266795051852 0.096723690483936531 -0.10215880438189717 0.047955246006526647 0.033408649243075315 0.044438496675823155 -0.10098306634045616 0.02457238211967433 -0.10146944169934487 0.059674995725188355 -0.072211594867493983 0.064236221804488486 -0.10609568164562669 0.093590036276000654 -0.074049093299282387 -2.6917517993301369e-05 0.00024618313368067246 0.04111740832730032 0.0079383416173220214 -0.0058160429694945493
leaf_weight=0.30074474237335358 0.51934059511404385 0.40301806269417273 0.090052778308745363 0.75882859580451623 0.25910985353402793 0.64283790827539633 0.20221429092180088 0.85525213996879645 1.4456527076581549 1.6010916999657654 0.38371090707369138 0.45455135218799103 0.46098070562584315 0.99358779151225363 1.7380019709526084 0.56530770538029174 0.101057320673135 0.17687537169922507 0.21365635231995839 0.31209754289011471 0.70126564666861568 0.95304606761783262 0.98660604946780806 1.4195721819996827 2.1637660724809384 115.19409014258827 2.0710711590945721 1.5695957960560916 4.6178878258215263 1.9533205553889272
leaf_count=34 129 111 41 44 50 346 156 145 44 59 43 18 63 48 80 39 56 50 88 70 38 20 61 33 134 2467 24 10 89 43
internal_value=-2.13777e-05 -0.0198376 -0.00347147 0.0325902 -0.0168749 -0.068357 0.000322 -0.000330558 0.0175317 0.0224293 0.00689656 0.0193058 0.00621848 2.88105e-05 -0.000324476 -0.0475753 0.0286431 -0.0704179 -0.0211551 0.0203782 0.000178811 -0.000259945 0.000125434 -0.000344657 -0.0155045 0.00109759 0.0382072 -0.00162578 -0.0105026 -0.0394688
internal_weight=144.108 2.45459 2.05157 1.31868 0.559855 0.732891 141.654 136.479 5.17501 4.9728 3.52715 3.14343 2.68888 135.782 134.789 1.42056 2.2279 0.696216 0.626811 0.413155 133.368 131.63 130.929 129.976 11.2912 118.685 3.49064 9.12741 7.55781 2.93993
internal_count=4633 626 515 128 84 387 4007 3410 597 441 397 354 336 3231 3183 184 273 179 214 126 2999 2919 2881 2861 337 2524 57 203 193 104
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=17 6 7 7 15 17 0 3 2 5 6 2 5 19 5 13 17 8 5 9 9 7 7 3 17 9 12 5 18 16
split_gain=0.0914284 0.226896 0.264146 0.145383 0.174709 0.217994 0.152555 0.136507 0.318861 0.215459 0.347898 0.352123 0.28375 0.223944 0.6382 0.221035 0.424361 0.219949 0.145846 0.135558 0.865932 0.828751 0.346067 0.403928 0.286691 0.358124 0.320335 0.283625 0.386466 0.269958
threshold=243.29790314680005 8.2451926476000015 28.043300357450004 27.973342028250006 6.8054746905500005 180.67147619190004 102.75018128760001 68.808397390700023 219.56639384385002 12.306951632950001 8.2451926476000015 225.22936691895003 12.901187908600003 12.651020723000002 5.3654262215500008 99.865465713650011 180.67147619190004 2.4480895352000007 11.527079425750001 212.49340169810003 210.61272793875003 24.314922763450003 26.366329164100005 77.817420585800008 203.09927826650002 219.87257840710004 211.51213392550002 26.429611911700004 15.589604336850003 15.404963976500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 8 -1 10 11 13 -11 14 -9 -15 -17 -13 -16 20 22 -22 29 -24 25 26 -21 28 -27 -14
right_child=1 -3 -4 4 5 6 -8 9 -10 12 -12 17 19 15 18 16 -18 -19 -20 24 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10077939251519474 0.10332086786146291 0.071786592452867601 -0.1015767990017365 0.058503961527746721 0.056617676376782423 0.026051110200284458 -0.10140994770760209 0.050356078019093725 0.06052141772487396 0.054157221811020964 -0.10958820108817047 -0.092028073357408202 -0.015494438754309114 0.075684338354577163 -0.10285196635555478 0.10277906533017207 -0.10765179756247555 0.048178592155543432 0.025436205614529628 0.018092433072130053 0.014771572492537594 -0.093779171292255381 0.0064374336235122958 0.089746137351477961 -0.011039146456736917 -0.11039105124194298 0.068643492893665878 0.024252242972684038 0.016713194521709562 0.0010637597274875726
leaf_weight=0.14337457441888446 0.091449700295924141 0.53576084424275905 0.20165778366208542 0.15560881966302886 0.13997593001477071 0.11244548542890698 0.56937798907165416 0.66841243352973856 0.84394621464525699 0.97595465598715136 0.42098297044230992 0.69466848109732371 10.867231513397654 0.6668495947087647 0.62918696009728592 0.16577736857288983 0.22713925415882841 0.13336961576715112 0.10314563661813736 6.4488876390951173 1.112162729375995 1.91328684957989 1.5814538755221286 0.92091039149090637 4.7159711862332179 0.57476177893113234 1.5560193544079082 0.74619084293954074 0.4097582473186776 104.79910047846761
leaf_count=166 1 37 59 101 68 5 319 50 60 45 78 142 508 38 135 3 56 4 5 93 27 81 48 16 172 36 47 20 17 2196
internal_value=-2.81849e-05 0.0330877 -0.0376486 -0.000221084 -0.0386557 -0.057053 -0.0803892 4.47436e-05 0.037098 -0.00021595 -0.0239956 -0.0130385 0.000429712 0.00594418 -0.020297 0.0406284 -0.0188679 -0.0694454 -0.0847832 4.31491e-05 -0.00104848 -0.0538757 0.00030404 0.0370964 0.00919781 0.0190007 0.0279187 -0.0222472 -0.0574901 -0.000491937
internal_weight=143.125 0.828868 0.293107 142.296 0.977408 0.821799 0.681823 141.319 0.987321 140.331 3.70953 3.28855 136.622 2.46051 1.40075 1.05977 0.392917 0.828038 0.732333 135.646 121.194 3.02545 118.169 2.50236 14.4516 9.73562 8.00491 1.73071 0.98452 115.666
internal_count=4633 97 60 4536 493 392 324 4043 226 3817 511 433 3306 287 190 97 59 146 140 3261 2876 108 2768 64 385 213 140 73 53 2704
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=4 14 5 5 16 10 7 5 0 0 19 8 7 19 2 15 15 5 9 15 5 15 17 9 19 2 3 0 5 16
split_gain=0.0919456 0.369642 0.751927 0.777027 0.55702 0.544596 0.859694 0.476136 0.474831 0.454975 0.443981 0.391305 1.38155 0.524875 0.669757 0.649386 0.469695 0.594568 0.718318 0.456292 0.55214 0.437591 0.435855 1.13216 0.631859 0.557623 0.536069 0.507115 0.494103 0.420448
threshold=240.27283890470002 255.27041524225004 22.458857822500004 19.897785533950003 22.674946976100003 70.348883899450016 25.923236208600006 24.800945798900006 86.103248543850015 85.662341410450011 14.651182102100002 8.1436447804000007 22.958251375150002 13.751109481500002 210.71970372160004 35.929665612950011 36.080675573650005 18.850689434250004 210.61272793875003 38.469938489650012 21.869642762900003 37.050691080100002 193.82504409230003 205.22231928645002 14.451165964200003 229.44804549725004 93.017962855400015 86.345209775600011 24.148799123900002 22.584947186600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -2 -7 -6 9 -4 11 13 -13 15 -15 -3 17 -14 -19 21 -21 -18 27 24 26 -26 -24 28 -22 -25
right_child=1 4 8 -5 7 6 -8 -9 -10 -11 -12 12 16 14 -16 -17 19 18 -20 20 22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.0023633211595840337 0.056417307026530354 0.0045908268410486648 -0.085386579867786722 -0.077459790163275768 0.05735392474166863 -0.11073347202272484 0.0059679305364273849 -0.023894527662953025 0.063321440581426455 0.020685462766957208 0.04404161580111312 -0.11755023416241416 -0.012425964547185267 0.083116759388459124 -0.025007002831058972 -0.10972829564642342 -0.00059219650850377719 -0.13530408160334562 -0.010195344996561865 -0.072950322349637234 -0.03003374840680529 0.062114260627825046 -0.13423067129291028 -0.018240572863994373 -0.053900648765271487 0.054888617429448075 -0.037635253619653058 0.043019187300035587 0.021010840364545699 0.050574329832252796
leaf_weight=75.392179926993776 0.9456231754738823 14.632872468785536 0.60123669193126295 2.9848704277537763 2.8938633296638723 0.92269461190153412 1.998358740174808 0.96073130928562012 1.3966739214956758 1.2350197429768739 1.9925017524510611 1.1629626652356808 5.679707560222595 1.8127946545137086 0.83759994254069159 0.51436172169633287 2.3572198579786372 0.9973204198759047 0.85010815737769008 1.1714318115846278 3.6611177027225512 2.1081482178997248 1.259022033947985 1.5489442657417387 1.2729291944415311 0.74803748580598028 1.0567400658037511 3.3692484041675925 3.9340905248973286 2.0803190984297544
leaf_count=2007 15 1456 41 33 75 72 67 43 14 19 26 82 124 34 45 32 31 37 33 40 28 47 22 26 37 17 27 28 31 44
internal_value=-3.20536e-05 -0.00272801 -0.0203735 -0.0391306 0.000399222 -0.00954246 -0.0308954 0.0371033 0.0193783 -0.0140452 -0.00226781 -0.00407511 -0.0104795 0.00789233 0.0489466 0.000708839 -0.00659968 -0.028455 -0.0777344 9.65385e-05 -0.00632669 0.0290122 -0.00220397 -0.0200058 -0.0544934 -0.0136336 -0.0901518 0.0107296 -0.00359418 0.0212046
internal_weight=142.379 66.9865 10.0845 6.85155 56.9021 3.86668 2.92105 3.85459 3.23293 1.83626 53.0475 51.055 33.2573 17.7976 2.65039 15.1472 32.0944 7.52714 1.84743 24.5672 20.1019 4.46537 18.9304 7.96599 4.33673 2.02097 2.31576 10.9645 7.59521 3.62926
internal_count=4633 2626 261 187 2365 154 139 118 74 60 2247 2221 654 1567 79 1488 572 194 70 378 300 78 260 173 103 54 49 87 59 70
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=15 5 5 2 2 5 17 12 16 6 15 17 2 6 12 4 7 9 6 7 6 2 16 18 15 15 8 15 5 10
split_gain=0.0998407 0.658305 0.681101 0.318986 0.330223 0.123729 0.385626 0.627517 0.554623 0.347699 1.08591 0.748484 0.532465 0.468782 0.420396 0.72541 0.516566 0.803021 0.412963 0.392887 0.373955 0.515826 0.316922 0.391594 0.3164 0.624733 1.18142 0.450234 0.428655 0.282882
threshold=46.055224235250002 24.367802910700004 24.458659404000002 247.02271001585004 184.20633225945002 21.836296031200003 204.73764675200002 322.74414298955008 22.624947093000003 16.165377701450002 42.33967733730001 185.88129754265003 145.83272221200002 16.285380505300001 225.44236677700002 296.43037955425007 23.109894804950002 200.95377551580003 13.400313096150002 22.995234593000003 16.495385412050002 236.24065663045005 22.674946976100003 12.783127173500002 38.469938489650012 38.86986296220001 8.4434108459500017 37.882159664350006 21.482549112100006 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 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 22 7 9 -9 10 11 12 -7 -11 16 -16 19 -18 -14 -15 -17 -22 23 -1 27 -26 -27 28 -25 -8
right_child=1 2 3 -5 -6 6 29 8 -10 13 -12 -13 18 14 15 20 17 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.058599941490243036 -0.097317966934559394 0.090102200323290083 0.0099839683176575766 0.0018037067592001849 -0.10941684551937346 -0.11609490362133001 0.10241130248166493 -0.12183141864654706 0.026779293518463778 -0.068971469753504586 -0.10808036038791469 0.08776680391150278 -0.074299817595732134 0.0058498499015879179 -0.068618731501302196 -0.032313721037298987 0.065840467661936089 0.003656172459126035 0.063457267115288762 -0.041823780484316883 0.048489968383665809 -0.031496206368476103 -0.033634239407189813 -0.00058601333172099467 -0.096039933608926986 -0.071427165028053297 0.08244373961598607 0.038944648793550481 -0.065803967805641919 0.0014538021580106863
leaf_weight=1.1102976128822764 0.79612258268752967 0.72480548114981491 0.37098261498613316 2.7146291373210261 0.61663438049436081 0.32953122580875005 0.69438185635954031 0.72826808780564423 0.38330487255007029 0.89921048749238153 0.48374177302321175 2.230051426042337 0.2924889503046868 14.624534644275633 1.9694267787272099 2.0393664771690965 3.6625376180745643 4.7959872869541869 0.85005342087242752 1.9603920644149173 2.3717741892687632 1.2214856061473254 2.9666077978909007 85.084087093801827 1.0333676192676642 1.0801619528647282 0.92741786746773858 2.8639877237146711 1.0198785253378435 0.46233529120218009
leaf_count=28 44 18 28 79 74 96 27 87 18 14 18 36 26 613 33 28 27 39 41 20 30 29 53 2974 21 35 18 32 24 23
internal_value=-3.3239e-05 -0.013601 0.00145394 -0.0159011 -0.0645658 0.000487516 0.00516097 0.00346655 -0.0705858 0.00564819 0.0328235 0.0512348 -0.00410761 0.00225712 0.00421909 -0.0163777 0.0104713 0.0305819 0.0281917 0.000214672 0.00188821 0.0212996 -0.00145796 -0.000432883 -0.00114525 -0.032864 -0.000345246 -6.10947e-05 -0.0013585 0.062059
internal_weight=141.308 5.22317 4.42705 3.70225 0.987617 136.085 39.9989 38.8422 1.11157 37.7306 4.18587 3.70213 1.47207 33.5447 32.6455 7.60205 25.0435 8.45852 1.14254 16.5849 5.63263 3.59326 96.0858 93.1192 92.0089 3.04095 2.00758 88.968 86.104 1.15672
internal_count=4633 243 199 181 102 4390 1205 1155 105 1050 217 199 163 833 819 120 699 66 67 633 87 59 3185 3132 3104 74 53 3030 2998 50
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=19 16 16 7 16 17 4 7 15 18 10 13 4 8 10 4 17 16 10 17 17 4 2 15 16 2 18 10 17 0
split_gain=0.0862101 0.207339 0.167756 0.376853 0.259583 0.279364 0.372999 0.127556 0.400745 0.310859 0.984506 0.379556 0.374978 0.623526 0.356289 0.817996 0.901332 0.601499 0.379789 0.350163 0.344969 0.31488 0.313062 0.300953 0.309255 0.461727 0.31762 0.263392 1.23362 0.666474
threshold=9.8507947922000021 8.3649804390000018 9.7049773055000017 25.764895874800001 11.864972254500001 177.30738098725001 342.02920059975003 26.709562027450005 19.077611477100003 15.917243450850002 76.279622535200005 102.35497794245002 267.06082587310004 7.6440346712000009 75.629015667650023 310.6261364962001 183.44170283300005 17.204959767300004 75.424692849750016 199.59317753375004 186.51219468755002 257.19770387215004 83.777728670400009 20.343341900300004 17.684958644900004 156.09660346185004 17.549283450150003 72.327589083450007 188.70679832985002 96.870523356300012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 9 -9 14 -11 12 21 19 18 16 -16 -18 27 -14 -17 22 -12 -10 25 -25 -26 -6 -29 -30
right_child=2 -3 4 -5 7 -7 -8 8 23 10 11 -13 13 -15 15 20 17 -19 -20 -21 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.10228318740343884 -0.10202089774830746 0.022487551358727341 -0.08017394491991324 0.055617240731954037 0.0013898295988423513 -0.10393456000501403 0.082994980064468635 -0.083175915211924939 0.073471876277095727 -0.090331131978171691 0.078405745119408204 0.08960131570937957 -0.03714229037551188 -0.10160151404684779 -0.0020711065368197506 -0.037231032412454339 -0.11352647105752899 0.00095857199449781198 0.03935061213362407 0.056383881111976078 0.080150513121994837 0.10133174780190153 -0.0015532936075674261 -0.0053605819446986957 -0.019639229479273504 -0.1024718967658117 0.10190653330340248 0.016775622887516776 -0.020258956816815863 -0.10229557325984738
leaf_weight=0.26755186170339484 0.17416228161027802 0.26519999343145173 0.28903386645833851 1.1733660849859004 107.91773542728879 0.49906429943439434 0.27188360266154632 0.74836605273958312 0.45195111712382674 0.70783776557072897 0.76132485875859934 1.0295747567433862 0.6343612658674832 0.5365647138096391 2.8349868696732292 0.34188975399592869 1.8357778007048184 0.61188319847860828 2.5080843288451424 1.0850286371423861 0.93528709041129332 0.77698982052970667 1.3722467715269884 1.8406099377607468 0.45146713068243105 0.66703735631017469 0.4104623245075345 4.9730406154412758 2.1594444327056412 1.8291212964686563
leaf_count=329 72 58 144 149 2530 223 9 138 22 46 34 18 35 20 89 33 127 46 33 39 61 8 56 26 27 110 17 59 19 56
internal_value=-2.27327e-05 -0.0401732 0.000130242 0.0352432 -0.000211434 -0.0495084 -0.00108396 0.000168813 -0.016258 0.000733872 0.0213946 0.0341581 0.0231094 -0.00749097 -0.000398666 -0.023089 -0.0404521 -0.0849067 0.000848068 0.0218778 0.0487284 0.0468276 0.0269786 -0.00315353 -0.0134311 -0.0311923 0.0382425 2.18517e-05 -0.0164517 -0.0578802
internal_weight=140.361 0.532752 139.829 1.34753 138.481 1.05998 0.560917 137.421 4.56989 132.851 6.90393 6.19609 5.16652 2.25595 125.947 6.55982 5.28265 2.44766 119.387 1.71939 1.27718 2.91056 2.13357 3.82153 3.36958 2.50765 0.861929 116.879 8.96161 3.98857
internal_count=4633 387 4246 221 4025 376 153 3649 340 3309 256 210 192 94 3053 356 262 173 2697 74 94 98 90 202 180 136 44 2664 134 75
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=0 12 5 12 18 5 7 19 6 9 15 13 0 5 2 18 17 6 17 9 3 6 0 17 13 15 15 16 5 4
split_gain=0.0901794 0.332836 0.401202 1.04932 1.4805 0.621148 0.785241 0.603146 0.458625 0.973306 0.409133 0.389241 0.850432 0.529264 0.361556 0.308821 1.09689 0.572842 0.572041 0.310861 0.27754 0.52052 0.365597 0.244396 0.447829 1.2601 1.31385 0.431985 0.514861 0.494002
threshold=86.345209775600011 323.50112601465008 22.825270530250005 127.48316811305001 13.141419083100002 23.636018850950002 23.050081659550006 14.351157895250003 16.375382608200002 194.03220695150003 40.957632625650007 117.60660091645001 85.799452775150016 23.967536448650005 186.79363985910004 13.278511569200001 189.44392401325004 16.455384477450004 184.89106522365003 188.55070358395002 93.883646373400012 16.575387281250006 85.866664228400012 194.75204781875001 117.41840884735002 39.203018015350004 37.646552559600003 22.654947022900004 21.072048321250005 147.36370056065002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 10 6 7 -4 9 -1 -5 13 -13 -7 -6 16 17 18 19 -2 22 -22 -10 24 25 26 -17 29 -29 -25
right_child=15 -3 5 4 14 11 -8 -9 20 -11 -12 12 -14 -15 -16 23 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.11347158391000044 0.010736289893007133 -0.07945094611751613 0.049993190259935996 0.031404156023676945 -0.12229526038197501 -0.10885858853944828 0.086043739513794751 -0.020386495535600003 0.056063657773661006 0.10267917929812749 -0.03203651564443321 -0.0068321828440129715 -0.10642074473376362 0.016225668636733238 -0.053811879264445112 -0.003127717517615123 0.07842797984153857 -0.057520168064618883 0.039752059556047721 -0.066345708241037998 -0.055139386304191455 0.031439478353190567 0.007423638619500364 -0.12102147315852887 -0.030903025342576454 0.088604068923370125 -0.15954752946634343 -0.0027315946471903022 0.082362658651062348 0.0027909439922652744
leaf_weight=0.78538413651404215 1.0655760444788014 0.57877285733684303 2.158443822409029 1.8578701643382363 1.8773037078499331 0.35712955904454968 1.8907345178304238 2.7937097293324769 2.3080116994678956 0.28352776169776917 2.2448289878666401 4.3911654828116298 1.0655450357589868 6.4064828764167032 1.3080700417049227 30.068791947455797 2.3214598838239908 1.4261699956841765 3.2912321363110095 1.0278706997632978 1.4559170082211497 1.327619461360882 4.6762410318478942 0.32430621981620689 6.2105908449739209 1.4783929003751826 0.54674720868933846 1.3527159597724669 1.4989091055467723 50.964219238394435
leaf_count=84 35 110 32 30 33 35 17 44 20 4 17 201 33 502 19 1418 31 14 28 12 25 29 64 6 39 19 8 23 41 1660
internal_value=-2.87198e-05 -0.0042008 -0.00302965 -0.0136819 -0.0430219 0.00709822 0.0312206 0.0102892 0.00605029 -0.0561378 -0.00330798 -0.00640936 -0.0262791 0.00962102 -0.0941726 0.00152248 0.0190656 -0.00116795 0.0137573 -0.0271105 0.0128557 -0.0138452 0.0234972 -0.000210547 -0.00632336 -0.00156688 -0.00592114 0.00411431 0.0419968 0.00200806
internal_weight=139.344 37.7668 37.188 18.1248 7.28807 19.0632 6.84289 4.95215 10.8367 1.06891 4.1027 12.2203 5.45671 6.76361 3.18537 101.577 9.13231 6.81085 5.38468 2.09345 9.76779 2.78354 6.98425 92.4447 38.3045 32.0939 30.6155 54.1402 2.85163 51.2885
internal_count=4633 1299 1189 325 99 864 93 76 226 88 47 771 234 537 52 3334 120 89 75 47 138 54 84 3214 1484 1445 1426 1730 64 1666
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=5 19 15 13 8 17 13 3 13 18 18 7 7 15 4 2 16 18 16 4 2 9 7 18 18 12 19 7 16 6
split_gain=0.0879942 0.202487 0.215511 0.157112 0.405103 0.438821 0.228128 0.17308 0.450187 0.35431 0.441943 0.461737 0.442189 0.435901 0.470057 0.576932 0.41812 0.196739 0.241188 0.17485 0.258729 0.225289 0.165689 0.189276 0.275029 0.29939 0.166412 0.141056 0.317337 0.144751
threshold=31.794087907800002 13.451085274650001 30.632308446700005 118.84598011460001 10.441851282850001 162.43086425485004 118.06363879865002 93.883646373400012 117.97223122220002 13.511883313150003 13.391483899700001 22.721067571950005 22.532843451200005 43.79812286300001 195.04069921150003 126.88362105025001 22.604947139800004 12.783127173500002 22.714946882600003 227.16561897400001 207.58106365020004 70.238863950400017 20.797746106000002 13.154691941050002 14.170404054850001 174.01334043920002 14.651182102100002 21.207505591350003 12.919969787500003 16.535386346650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 9 10 11 12 13 14 16 -16 -9 -1 22 -17 21 -21 23 -19 25 -25 27 28 -24 -29
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 19 -18 18 -20 20 -22 -23 26 24 -26 -27 -28 29 -30 -31
leaf_value=0.041860579543607376 -0.077860377971772976 0.064959680534752609 0.094134745114514029 0.053034047050281363 0.036014472557226299 -0.10584569091469842 0.053239556930020721 -0.11042430923324907 -0.11261607666978919 -0.08116915196309113 0.078821182962357711 -0.08334485642696661 0.065755524044267072 -0.12920939716006483 0.10154426409295043 -0.082308369035962503 -0.014628612841501732 0.091497378641824861 0.046970177945604506 0.080760192770056749 -0.053050648033189346 -0.002032272499326812 0.041023993734649926 0.059318228813992825 0.069762662407384921 -0.10310737901275156 0.02250042650443837 0.00036440050897630866 -0.10708332471993516 -0.012286837597797537
leaf_weight=1.1583056594099606 0.25914917100771973 0.61222040269058198 0.1013394210167462 0.22432176090660394 0.56307685002684593 0.77248550872172927 0.80394558457191934 0.52822777979235302 0.431733662728221 0.62455660350860931 0.61125976760377021 0.76476198920863669 0.85913076884753525 0.29513461131136853 0.74352528175222721 0.23496104790592687 3.3149974765256047 0.41247048723744117 1.1047372138127673 0.55457343600573927 0.48991811149312514 0.80685275466748863 0.23792379122460161 0.18263296107761562 0.410393868223764 0.29971757117891684 3.1060758586972943 107.47655984094399 0.3690803202916868 9.8748295361583569
leaf_count=27 68 35 7 16 10 111 37 270 11 76 16 42 21 33 22 69 37 12 23 19 36 50 18 12 25 32 41 3316 27 114
internal_value=-2.19693e-05 0.0299491 -0.0295096 -0.000234369 -0.03179 -0.0700914 0.000128376 -0.000188162 -0.0126729 -0.00828248 -0.00333625 -0.00918111 -0.001935 -0.0102808 -0.00502083 0.0259092 -0.0277951 0.00083957 0.000454755 -0.00104588 0.00926745 0.031693 3.48196e-05 0.0354735 0.00958902 -0.041608 -0.00034725 -0.000948874 -0.0490306 -0.00070017
internal_weight=138.229 0.972709 0.360489 137.256 1.55988 0.996807 135.696 134.892 10.2596 9.8279 9.20334 8.59208 7.82732 6.96819 6.67306 2.82983 3.84323 124.633 123.474 2.08631 1.85134 1.36143 122.37 1.30521 0.892744 0.482351 121.064 117.958 0.607004 117.351
internal_count=4633 110 75 4523 137 127 4386 4349 702 691 615 599 557 536 503 196 307 3647 3620 174 105 69 3597 81 69 44 3516 3475 45 3430
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=15 5 5 2 2 2 4 6 12 18 18 15 14 12 13 13 7 15 19 2 3 16 18 17 7 15 9 6 7 0
split_gain=0.0899487 0.59041 0.586579 0.273359 0.291628 0.116409 0.75314 1.08065 0.465437 0.360609 0.443772 0.439021 0.362793 0.372794 0.355506 0.355232 0.340125 0.632063 0.307944 0.450595 0.434885 0.441874 0.514649 0.798038 0.54125 0.444589 0.660202 0.384563 0.624183 0.364304
threshold=46.055224235250002 24.367802910700004 24.458659404000002 247.02271001585004 184.20633225945002 189.32640726775003 274.52314445175006 13.400313096150002 217.54417277160005 13.565012728250002 13.405741979600002 44.483611103700007 284.82531865025004 225.44236677700002 101.26615239960002 117.69263157665002 23.050081659550006 25.186533201700005 14.651182102100002 194.59788170430002 93.394346993650018 22.624947093000003 14.646070254650002 199.45200027940004 25.350214218950004 37.491361913600009 54.842324361600014 13.005303866850001 24.545313225450005 89.057864029250013
decision_type=2 2 2 2 2 2 2 2 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 -1 14 -7 10 12 -12 -10 -14 -8 18 17 -15 19 -11 21 22 23 25 27 26 -21 28 -24 -23
right_child=1 2 3 -5 -6 8 7 -9 9 15 11 -13 13 16 -16 -17 -18 -19 -20 20 -22 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00025609615808990215 -0.095688975449609498 0.087412968369302513 0.0079598447206968622 0.0012093072465855889 -0.10846475885107938 0.041024925218267248 -0.039856103384793451 -0.11979189782219322 -0.073000943576405394 -0.11691311011642946 -0.013349059417830631 -0.14301925279473124 0.054211071191406661 0.024407700784177293 0.059898389924073259 0.075229928033834229 0.0069596989869387949 -0.10705660364847314 0.066335734789573594 0.032078691095467848 -0.079340015762833602 0.065616224291470446 0.038351859628467024 -0.075944272611408098 -0.0054505509329498781 0.033069113376855065 -0.12347009019179972 0.079136727377736193 -0.10837623978018943 -0.0050209542619428157
leaf_weight=98.542782172947227 0.73917750801774573 0.66480032657273103 0.35534832140547257 2.6598929155152291 0.54531701064479421 3.3497419071263748 0.76895756558405925 1.2829972840845583 0.74667602183763193 0.30658085620963049 0.52794827874822636 0.51657141232863069 1.075617557915393 0.64137707866711913 0.66727516963146627 0.76878737565129895 3.3066676270682365 0.85091087417276867 0.80906640738248725 0.54496772939456339 0.58738926000660185 2.1369819194078441 1.8808161727647519 1.9161684484279247 5.6282008642192523 2.0702222255058587 0.54648330944473855 1.6789954028499776 0.34276106278412033 1.1090426947921512
leaf_count=2566 44 18 28 79 74 159 190 32 8 12 30 10 10 64 17 25 23 65 10 32 18 33 113 79 723 19 30 52 39 31
internal_value=-2.2899e-05 -0.0132382 0.00118561 -0.0149141 -0.0625306 0.000471866 -0.0011765 -0.0530928 0.00579755 0.001582 -0.0169001 -0.077478 -0.00734383 0.00100138 0.00648993 0.00855221 -0.0109248 -0.050554 0.0059312 0.00332453 0.00532337 0.00810866 0.000693081 -0.0250213 0.0143933 0.00584119 -0.0458037 0.0430116 0.0157339 0.0414822
internal_weight=137.569 4.96454 4.22536 3.56056 0.900665 132.604 101.262 2.71923 31.342 27.9922 7.66577 1.04452 6.62125 5.87457 1.43623 20.3265 4.79896 1.49229 19.5577 18.7486 18.442 17.8546 14.6086 5.07784 9.53077 3.16167 1.09145 3.90257 2.22358 3.24602
internal_count=4633 243 199 181 102 4390 2805 239 1585 1426 210 40 170 162 207 1216 152 129 1191 1181 1169 1151 1087 160 927 81 62 204 152 64
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=17 7 17 12 7 4 12 4 4 8 15 15 12 15 16 19 17 12 19 16 3 5 2 9 6 15 6 3 16 2
split_gain=0.0844251 0.584408 0.452075 0.789733 0.449594 0.403691 0.589717 0.546473 0.250919 0.291551 0.78658 0.977771 0.674836 0.427273 0.91446 1.72709 0.897119 0.692305 0.422197 1.12231 0.667382 0.603129 0.514946 0.550716 0.405567 0.387726 0.444514 0.3815 0.666509 0.382331
threshold=188.27285108100003 22.598495330900004 188.70679832985002 82.088033630950022 22.650953015950005 158.55438663830003 102.11013250220002 196.82258699960002 160.20223982390002 8.1436447804000007 24.673905035600004 22.654569872000003 94.177001085000015 31.584168001000005 20.394952307700002 13.451085274650001 201.81829107560003 118.69549532925002 13.751109481500002 19.154955207400004 92.585121096400016 19.221712148250003 100.92170827030002 206.57490536735003 14.905348261050003 27.874116299000004 14.865347326450001 84.643415779050017 19.134955254150004 78.110129541750013
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 -8 -6 18 11 -11 -12 16 15 -15 25 -18 19 24 21 22 -20 -24 27 -14 -27 29 -29 -10
right_child=1 2 3 4 8 6 7 -9 9 10 12 -13 13 14 -16 -17 17 -19 20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0038362875909658256 0.092792289737486836 0.059851297491771961 -0.11601275861581395 -0.069118779568111202 0.032506967398623514 -0.060921056790393793 0.09914924612180416 0.010355858970107433 0.069044041372401319 0.0017901057554216638 -0.092425591319818992 -0.1130824683761683 -0.0024832726643948732 0.0022711050600233 0.0003973655176092223 -0.12828926400792293 -0.11367273360654043 0.0027658421495237381 0.083621927116919126 -0.11288794706217456 -0.020968669001546349 0.099865619615633228 -0.10707098207536841 0.042871890292225497 0.090512038968910288 0.10064751709315263 0.033244141228474626 -0.10509868385973592 0.092829314724661743 0.0043615084130731044
leaf_weight=40.798291811258423 0.97976678982376952 1.2364028181400488 0.59339965565595676 0.93840486055705596 2.3781995452009133 0.71692655689548734 1.0335460690985203 2.1043249399581327 0.96831223586925119 1.516440235966001 0.8058511249255379 1.4489985855761913 1.3240425535477678 2.6331234018944079 45.154085339527228 1.6468968864646738 0.67115642828866873 2.1348784035071731 0.66643234528601103 0.81163962138816614 1.4827036584611049 1.7714466364122925 0.47845137934200466 0.50190688233124092 0.56696919586101913 1.6128439721651373 2.4873080397956073 0.70958135323598881 0.22379202581942081 16.241806235055265
leaf_count=1937 16 20 43 14 68 18 16 123 21 74 15 35 23 141 684 47 20 58 8 26 26 22 23 19 11 19 39 97 3 967
internal_value=-2.6491e-05 0.00159531 -0.000204516 -0.00103168 -0.000266558 0.035475 0.0209068 0.0396025 0.00046569 -0.000421821 -0.00409596 -0.0543399 -0.00154773 -0.000277722 -0.00379002 -0.0479668 0.0208186 -0.0250843 0.00882039 0.00223268 0.0350614 0.0593652 0.0157991 -0.0303058 0.00722649 0.044565 0.0597581 0.00462388 -0.0576421 0.00800081
internal_weight=136.638 95.8396 91.0051 89.7687 89.1753 4.83456 3.8548 3.13787 88.2369 85.8587 61.4356 2.96544 58.4702 57.6643 49.4341 4.28002 8.23023 2.80603 24.423 19.5221 4.90094 3.41824 1.64679 0.980358 18.7105 5.42419 4.10015 18.1435 0.933373 17.2101
internal_count=4633 2696 2523 2503 2460 173 157 139 2446 2378 1155 109 1046 1031 872 188 159 78 1223 1125 98 72 50 42 1099 81 58 1088 100 988
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=5 19 15 13 8 17 13 3 13 10 9 7 10 5 17 8 3 13 9 2 6 6 15 6 18 18 16 7 17 8
split_gain=0.084412 0.18032 0.178195 0.135391 0.357921 0.398962 0.18373 0.157499 0.394915 0.324051 1.02173 0.513656 0.418191 0.385483 0.255179 0.243516 0.233207 0.242919 0.205945 0.273992 0.451831 0.180038 0.558473 0.435228 0.26857 0.327759 0.220718 0.188057 0.513986 0.491946
threshold=31.794087907800002 13.451085274650001 30.632308446700005 118.84598011460001 10.441851282850001 162.43086425485004 118.06363879865002 93.883646373400012 117.97223122220002 61.928633034850002 187.45330412110005 22.435297587800004 61.86411003975001 23.435546682850003 188.85216786605002 2.9476996444500005 94.227769014100019 117.60122400020002 185.62570708695003 124.11382646410001 16.575387281250006 16.625388449550005 31.445204138150004 16.575387281250006 12.783127173500002 12.854871756700001 22.714946882600003 22.580797808900005 187.96055726210002 8.0437227585500022
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 9 11 13 12 14 18 -9 -15 -12 -18 19 20 -11 23 -23 24 -1 -26 27 28 -27 -30
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 16 -13 -14 15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.058006782342642664 -0.073604630481051023 0.063795229418540572 0.091764856312280416 0.049189048454633497 0.033048267813518134 -0.10529900245332427 0.048721218729745247 -0.00748261588309573 -0.11111558320366453 -0.11515139605536993 -0.10873182366618928 0.061874256466125294 -0.11140289500731691 0.10067806004308547 0.092172911238044331 -0.12094775821600992 -0.10218304907314738 0.10081207119244102 0.078619009045527474 0.046238661570473051 0.02487142694282185 -0.041589026498882138 0.053548328774086176 -0.053044744223801392 -0.058914224872375479 -0.00071264784796607351 0.056399990489758037 -0.00050584795381402247 0.00762879828487444 0.099206801282200011
leaf_weight=0.81712332330061954 0.24034998774641181 0.58163410067209043 0.089396695157120121 0.21934760658768826 0.55584412440657616 0.70264630212477641 0.77272508906025805 3.0565248298332763 0.38899405952543098 0.37780020648961066 1.340693864127388 1.3454559260571839 0.36820311719202425 0.058790918439626583 0.28052909445250396 0.31636830372008262 0.11814316203344777 0.11766158876707777 0.51805860921740521 0.93059924685803708 0.59087053686380386 0.87891316332388614 2.0707363011315465 1.516211830312385 0.92189468006836151 5.8115524420500133 0.71338865160941978 107.45800149839852 1.1406455120304602 1.207626342307776
leaf_count=19 68 35 7 16 10 111 37 235 11 76 95 25 17 4 10 154 45 6 7 15 2 27 37 23 12 225 18 3182 72 32
internal_value=-2.74352e-05 0.0303036 -0.0287718 -0.000232814 -0.030334 -0.0685454 0.000101362 -0.000182516 -0.0123755 -0.008298 -0.0282402 0.00895251 -0.0102645 0.00809508 0.000894916 -0.0862169 -0.0926018 -0.000892773 0.0227319 0.00748774 -0.0297402 0.000793504 0.0252001 0.000191506 0.000875145 0.000477001 0.000947662 0.000605508 0.0152411 0.0547239
internal_weight=135.507 0.911381 0.329747 134.595 1.47784 0.921994 133.118 132.345 9.80869 9.4197 4.36899 5.05071 3.70526 2.79249 3.33705 0.375159 1.5765 0.235805 2.41733 1.89927 0.968671 122.536 2.94965 119.586 118.07 117.253 116.331 115.618 8.15982 2.34827
internal_count=4633 110 75 4523 137 127 4386 4349 702 691 404 287 262 258 245 158 146 51 100 93 78 3647 64 3583 3560 3541 3529 3511 329 104
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=6 6 16 10 19 7 18 10 18 2 4 10 10 5 7 18 3 9 5 13 5 5 5 15 15 13 15 19 13 13
split_gain=0.085211 0.378448 0.654625 0.270921 0.448779 0.730012 0.513844 0.305952 0.286957 0.273814 0.276176 0.269203 0.56179 0.250597 0.263806 0.241304 0.233617 0.419904 0.354732 0.616102 0.273258 0.494011 0.299821 0.42692 0.935469 0.843428 0.656281 0.481135 0.842775 0.750436
threshold=13.665319288000001 13.775321858200002 15.839962959300001 78.196493182200015 12.851036860900001 22.703933514050004 14.365787915650001 78.473404369650012 16.352301071400003 243.75909071190003 414.02602702375003 72.327589083450007 75.981203682750007 14.47989612135 24.573979631000004 16.115468395400004 81.699554126200013 214.94003843055003 16.222050829800004 103.75835308650001 16.411347766100004 16.546942136250003 16.810410538500005 31.445204138150004 32.145494189350011 115.13321943645001 31.028113015250003 14.051133688400002 113.0174028878 113.19215266625001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 -5 11 -11 -6 -13 -9 -15 -14 17 -3 -18 -20 -21 -22 -23 26 25 -25 27 -24 -29 -30
right_child=1 16 -4 7 9 -7 -8 13 -10 10 -12 12 15 14 -16 -17 18 -19 19 20 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.054731318336702577 0.091478071680291248 -0.11172442124335867 -0.00033316189060440034 0.084957484504705805 0.017911659927610343 -0.10538328561556719 0.052468734477487483 0.0029032019155253775 -0.013573037733798532 -0.1080385989946132 0.010174735116022918 -0.10466749724838836 -0.02027434226393271 0.0095373234858462785 -0.1059642928889927 0.076376070746642988 0.059939496124223925 0.015467772664079053 -0.087495512273057435 -0.049902889231674324 0.0649625330350974 -0.026603546668210742 0.015625889205582128 -0.11650957733591352 -0.00046760032493936592 0.071181363629919378 0.075338197688165937 -0.10580705582787758 0.088166892846406331 -0.031755870162784576
leaf_weight=1.0250360281643245 1.2505968161858612 0.51096419163513818 2.0490327756851912 0.83636798989027628 4.152728852146538 1.3335004920445497 0.79310130080557417 10.547343475318481 0.45713574229739606 0.4669891126686706 0.34263185731833801 0.62766549229854707 0.74837258757179348 0.35351245198398906 0.44878829635854345 0.39448631042614579 0.99621180817484756 0.52751867647748441 0.79896277333909793 1.0586569283623237 1.1996138021349896 3.9492894094437352 17.364582487360401 1.2214030075701874 76.047376062453623 0.2977944369195028 1.6018487701076072 0.94430137448944096 0.75667335465550456 1.6811222548421936
leaf_count=148 33 26 25 50 60 146 30 1358 15 38 31 44 56 12 56 12 11 19 69 10 6 47 783 97 1307 10 31 29 10 64
internal_value=-2.71209e-05 0.00109925 0.0344643 -0.00563987 -0.0180425 -0.0491862 -0.0079689 0.00405659 0.0501359 -0.0034642 -0.0580107 0.0039915 -0.028658 -0.00119501 -0.0550716 0.013087 8.88261e-05 -0.0471145 0.000543059 -1.03499e-05 0.000648297 0.00115767 0.000420732 0.00148891 -0.00201978 -0.0797182 0.0136667 0.0089051 -0.0256012 0.00546725
internal_weight=134.784 112.256 3.29963 22.5277 9.88451 3.15164 1.81814 12.6431 1.2935 6.73287 0.809621 5.92325 1.77052 11.3496 0.802301 1.14286 108.956 1.03848 107.918 106.922 106.123 105.064 103.864 99.9151 77.5666 1.5192 22.3485 20.7467 3.3821 2.4378
internal_count=4633 2577 58 2056 565 324 178 1491 65 241 69 172 112 1426 68 68 2519 45 2474 2463 2394 2384 2378 2331 1414 107 917 886 103 74
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=15 5 5 2 2 14 0 10 15 5 15 18 17 7 6 6 6 18 17 5 18 7 10 13 19 15 6 6 16 9
split_gain=0.0813224 0.509092 0.489135 0.247965 0.260613 0.110947 0.302054 0.254258 0.192074 0.264225 0.199015 0.19502 0.193548 0.178879 0.154718 0.153768 0.404363 0.494588 0.148111 0.144503 0.258611 0.253192 0.63513 0.306071 0.451366 0.415496 0.24024 0.278235 0.630511 0.265574
threshold=46.055224235250002 24.367802910700004 24.458659404000002 247.02271001585004 184.20633225945002 458.95627065950003 96.324766355850002 84.92839234085001 11.870705757150002 1.6209823962500003 12.537637863700001 17.370891598500005 196.70927211395002 20.253927392100007 1.8500432259500001 5.0851188130000002 2.7350639043000005 16.115468395400004 218.22336811130003 13.252098438300001 13.317304170000002 22.791048179400004 77.852370541550016 98.255079293500017 12.350996516100002 26.135540888150004 13.665319288000001 13.775321858200002 15.839962959300001 219.46060697480002
decision_type=2 2 2 2 2 2 2 2 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 -8 9 14 11 12 -10 -11 -1 16 17 -12 -18 20 -17 -22 -23 -24 -25 -26 29 28 -28 -21
right_child=1 2 3 -5 -6 6 7 -9 10 13 15 -13 -14 -15 -16 19 18 -19 -20 26 21 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.10052056001710291 -0.092771148856302096 0.08455326586198264 0.0059067785913114778 0.0012333969219826503 -0.10778905898366711 0.08591065971363944 -0.10271149383307464 0.048034976815332427 -0.1044952283248971 0.086122688314579809 0.088206721830302592 0.084198463599852988 0.064314001992812356 -0.10550098507160466 0.10097271421164603 -0.066256136748900157 -0.10179258522385203 -0.10162568949750413 0.048967331820432808 -0.0098799332251615062 0.060925954378083708 -0.10635215649837136 -0.0055719818269184497 0.10315781138546454 -0.055376410527481004 0.098114821902708149 0.089371762074144434 0.00048511206122595963 -0.0034892151335626635 -0.07920352344060877
leaf_weight=0.051537232611734818 0.68297632946632703 0.59203044127207238 0.3410176120232794 2.640554859302938 0.49316294110758463 0.52109191963950152 0.22012421442195773 0.22754747159706312 0.13492328464599168 0.054085064330138266 0.41243143432075047 0.54489728690532502 0.13676819577813148 0.490622424891626 0.14624949730932713 0.35348197771236201 0.62440454390889499 0.20569832186083659 0.07275872363243252 12.666976789812903 1.2677239520417058 0.42202400951646302 1.7415025327973128 0.88627817388623931 0.50135382055304945 0.27206248277798295 1.1569288293831044 103.3580553533875 1.9869289118796585 0.5778255347831881
leaf_count=92 44 18 28 79 74 41 38 73 35 3 15 57 6 337 8 12 317 96 5 549 49 28 198 18 41 16 33 2236 23 64
internal_value=-3.20357e-05 -0.0128826 0.000534013 -0.0137813 -0.0613096 0.000440991 0.0341552 -0.0260884 0.000185957 -0.0505277 0.000481697 0.0496906 -0.0195175 -0.0864743 0.0484697 0.000164058 -0.0338495 0.0250352 -0.0860587 0.000521413 0.0164548 0.0221977 0.00935596 0.0237131 0.0544418 -0.00138323 -0.000203016 0.00137654 0.0306833 -0.0129043
internal_weight=133.784 4.74974 4.06677 3.47474 0.834181 129.034 0.968764 0.447672 128.066 0.742494 127.323 0.816589 0.271691 0.544707 0.197787 126.506 1.31529 0.61813 0.697163 125.191 5.44443 5.09094 3.82322 3.4012 1.65969 0.773416 119.747 106.502 3.14386 13.2448
internal_count=4633 243 199 181 102 4390 152 111 4238 440 3798 98 41 340 100 3700 433 111 322 3267 362 350 301 273 75 57 2905 2292 56 613
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=9 13 18 13 16 15 9 9 8 9 16 15 6 8 12 10 19 15 15 3 7 18 10 16 19 9 9 16 10 5
split_gain=0.0795707 0.268056 0.381295 0.174198 0.255861 0.148208 0.122017 0.267868 0.320834 0.407121 0.319526 0.35374 0.297309 0.589833 0.3807 0.354372 0.335567 0.317669 0.285923 0.258162 0.258743 0.663222 0.624871 0.592261 0.725364 0.507133 0.719078 0.373714 0.324971 0.373825
threshold=38.283670303850009 96.357027853400012 16.435318745950003 92.146902421150017 12.344971132100001 5.1773271655500013 186.70853236170004 185.98753508445003 8.3434888241000014 185.00606802455005 22.664946999500003 39.864684991950007 16.100376182700003 7.8438787148500007 134.67483745670003 62.116825104000007 14.451165964200003 35.929665612950011 20.734744936600006 76.190903416900014 22.929105819350003 13.453871405300001 65.571493801650021 22.604947139800004 14.451165964200003 193.49750438550004 190.64005357525002 22.554947256700004 61.987779113750001 23.286780469550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 9 10 11 12 13 14 -2 16 17 18 -14 -8 21 22 23 24 27 26 -25 -21 29 -27
right_child=6 -3 5 -5 -6 -7 19 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.052049387797981198 -0.056152622156693061 -0.10240765328070539 0.068599429654481195 0.065729411886274944 -0.10257084607773997 -0.086821493331840249 -0.058414025871921862 0.044706867111210892 0.046985624015980075 -0.044746549144881506 -0.025856263874587407 0.054376149308275196 -0.11209237464092965 0.10389449067897534 0.015891257777283681 -0.11627164396011831 0.10325689046045597 -0.0907868411553132 0.0090682932099827845 0.031904110128104443 0.0014658655553418686 -0.080944429323057843 -0.069975932319078379 -0.014214137508477519 -0.032357547802317879 -0.067325861689527353 -0.10378429645775294 0.10454192922903374 0.030399429597539124 0.0098770945999112486
leaf_weight=0.24095228270743863 0.83175582070817622 0.3286300428881076 0.069642153292079345 0.63022282771999016 0.19254056629142724 0.51564123937168915 0.77892076824264123 1.7543388200137986 1.5805453319335345 1.8254659278900351 2.7312075834488487 1.6947041554958548 0.21554300526895698 0.69577416777610768 6.2078165802249714 0.34100565892367729 0.24582515656948078 0.49984479323029507 2.0211637656429957 2.2745161026250638 92.325483384891413 1.2860496600114846 1.40669108275324 3.2611315944814105 1.3552160916733553 0.98615124099887941 1.2359914629560078 1.0286074366158571 2.7899072241780232 1.7230474935640812
leaf_count=34 158 111 41 44 50 346 404 46 29 29 33 26 99 8 554 29 3 10 372 61 1849 33 17 61 33 18 25 11 40 59
internal_value=-2.83612e-05 -0.0199375 -0.00350199 0.032167 -0.0166269 -0.0683281 0.000271974 0.00732853 0.00385727 -8.06749e-05 0.00518493 0.0118325 0.00531292 0.0160603 0.00737896 -0.0197021 -0.00866034 -0.0187139 -0.0026075 -0.001047 -0.000639563 -0.011845 -0.00631213 -0.000201051 0.0292481 -0.0139246 -0.0388316 0.0545239 0.0064441 -0.0182249
internal_weight=133.074 1.97763 1.649 1.06372 0.433493 0.585283 131.097 20.645 18.8907 17.3101 15.4846 12.7534 11.0587 7.73535 7.03957 3.32338 2.98238 2.73655 2.23671 110.452 109.673 17.3473 16.0613 14.6546 4.65834 9.99623 4.49712 3.30312 5.49911 2.7092
internal_count=4633 626 515 128 84 387 4007 1396 1350 1321 1292 1259 1233 720 712 513 484 481 471 2611 2207 358 325 308 105 203 86 72 117 77
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=2 12 12 12 2 9 13 9 3 12 17 7 16 3 3 7 4 10 4 6 4 18 0 6 5 9 14 16 14 5
split_gain=0.0861232 0.390552 0.501313 0.923908 0.828819 0.736334 0.445751 0.501115 0.413725 0.362353 0.977743 0.336461 0.956323 0.786387 0.758081 0.589213 1.40844 0.595174 0.508304 0.439008 0.434975 0.430644 0.465507 0.856068 0.548666 0.407 0.406459 0.382363 0.349054 0.348281
threshold=137.50513673700002 155.27099795600003 148.96091148645004 144.66294237600002 129.01927736685002 205.22231928645002 109.43099974175001 53.361180680650008 90.100985783850021 163.66964307765002 204.55825889135002 24.176603375500004 18.974955628300005 85.589753040950015 84.812788641250009 23.365573965200003 165.86037890555002 62.111448187750007 204.11408090635004 11.545269753400001 162.32075757215003 13.900697602550002 92.168410086200012 15.635365317800002 19.841254985200006 197.20558004415003 151.17331664065003 18.734956189500004 171.34954718425004 16.632399885950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 7 -6 -3 10 -2 15 13 14 20 18 25 -18 21 -20 27 22 23 28 -25 -17 -23 -13 -1 -22
right_child=9 8 4 5 6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 29 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.026824421823130912 -0.018679027874203499 0.063247429797456498 -0.085748258179042344 0.016325189181278146 0.039256850744808371 0.11405961250318263 0.055184543810266197 -0.11504256401430733 0.001841360778916169 -0.0015859284745079563 -0.27761514583712771 -0.00053022092121785371 -0.089971105291538733 0.095148947095503617 -0.110535024249696 -0.057810509594706697 0.0029870584499213353 0.066042518551890528 0.046708014735822978 -0.14022795204906496 0.0010020824549392135 0.012468819540803122 0.059808840346144559 0.05403877223169995 -0.0031961116707571458 0.0017777219745595853 -0.11608918480350155 0.10792091603589218 -0.14465142788640642 -0.034129482162959628
leaf_weight=0.45494870595577086 0.92482918467066955 2.1126176258494516 1.7237795875407749 1.9639629302600945 0.39426187454955641 1.2689312098664229 1.014701474457979 0.45153137336455984 2.2828012267127633 66.207000134663076 0.17312603059690446 0.69420465308939927 1.4381768025923509 0.7499932814389475 0.71131031797267574 1.7246358681877589 2.0345069691538811 5.6651307850406738 0.17003964746254396 0.48099622664085473 8.7658931225232646 0.40763416572008171 1.2740785492933344 1.8467732369899774 17.995768264267554 3.4177641517017037 0.61997971118125861 0.61141818761825562 0.56201068073278293 4.1614948129281393
leaf_count=15 138 23 30 63 14 16 8 26 18 2605 10 38 36 14 99 26 8 137 22 44 397 7 28 17 564 46 42 7 74 61
internal_value=-2.35353e-05 0.00257269 0.00048515 0.00276545 -0.0357905 0.0546866 0.0104961 -0.0431167 0.0313556 -0.00253082 -0.0595082 -0.000355307 -0.0119239 -0.00477195 -0.00978656 0.00505196 0.0223166 0.0493811 -0.00425892 -0.0914034 -0.00475154 -0.00180939 0.00112872 -0.0024554 0.00213082 -0.0182067 -0.0650928 0.050257 -0.0919401 -0.0103072
internal_weight=132.304 64.9993 60.6039 57.0197 3.58427 3.23289 1.86049 0.845793 4.39542 67.305 1.09796 53.7868 17.1325 15.6943 14.9443 36.6543 12.842 7.69964 23.8122 0.651036 14.233 23.1612 22.1336 20.8595 19.8425 5.1424 1.02761 1.30562 1.01696 12.9274
internal_count=4633 1880 1839 1761 78 79 48 40 41 2753 148 1682 652 616 602 1030 217 145 813 66 503 747 698 670 581 72 49 45 89 458
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=15 2 5 7 7 12 0 5 5 8 15 15 6 2 9 12 16 12 13 14 16 10 6 6 18 18 0 7 13 18
split_gain=0.0836307 0.205121 0.128419 0.446922 0.34892 0.236845 0.295107 0.278309 0.219466 0.296925 0.214521 0.284912 0.211929 0.236016 0.183598 0.13898 0.447199 0.134397 0.326083 0.255001 0.298682 0.250582 0.203451 0.197095 0.18765 0.392792 0.222732 0.65948 0.284295 0.175745
threshold=50.429073788800004 310.93569142660004 25.834968130800004 21.698399695800003 20.714163848350005 66.834523482800009 75.381677519650012 29.110986871100003 24.453399453300005 8.543332867800002 20.734744936600006 27.063546193350003 16.755391487050002 105.39281967610002 67.070312222050021 270.40131768760006 22.834946602000002 66.834523482800009 117.97223122220002 144.12207640715005 22.724946859200003 61.821094709650005 17.755414852450006 16.625388449550005 12.722397935550001 12.631308162550003 85.619326080400015 22.502236473750006 117.59584708395001 13.075178189100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 17 15 -9 12 -12 -14 -13 16 -10 -1 19 -19 21 -21 23 24 25 -23 27 -26 -29 -28
right_child=1 -3 3 -5 -6 6 -8 10 9 -11 11 14 13 -15 -16 -17 -18 18 -20 20 -22 22 -24 -25 26 -27 29 28 -30 -31
leaf_value=0.034820214660181398 -0.10822010923615016 0.013244207494675182 -0.10740208107418335 0.081096762380379508 -0.1048325394730506 -0.1032520693403825 0.066910103655520997 -0.11666393091234939 -0.10542246478692602 -0.10562044381131051 0.095134449515868857 0.015263520934858566 0.10343189220680427 -0.10141383354479916 -0.11132186869950556 -0.0013529633446478127 0.10490052115742923 -0.049712046466669421 -0.067691050589347809 -0.064215173520603575 0.034950251792074109 -0.068246000083212521 -0.053556587258685555 0.038998573445833906 -0.1176860868542554 0.10263417361155268 0.012704351686620072 -0.032502110036721474 0.060352941896248437 -0.00076082747221610861
leaf_weight=1.1141197986144096 0.24138801523440534 0.32787647300574463 0.15869837766513262 0.87222608376032429 0.28884801775529911 0.25016554470630614 0.83557593588920998 0.11927090655944983 0.44380026596991218 0.41781942490342761 0.54358108888845869 0.27400348300579935 0.09430404007434845 0.13936904725414934 0.19692434886019328 1.8892140813404692 0.13091619312763214 1.0101448606001202 0.70898304885486041 0.60420521678406558 2.4995243288576594 0.18876293245557363 0.69603352363992499 1.3263442710103834 0.63135831586032409 0.4680950011825189 10.702034590460242 0.79504551760328446 0.56338042300194502 102.8067035776744
leaf_count=27 52 24 6 33 37 178 56 26 114 46 26 15 1 76 52 32 1 23 43 31 30 11 31 31 44 63 118 38 9 3359
internal_value=-1.51973e-05 -0.0382609 0.000151294 0.0183322 -0.000540484 0.0109931 0.0186522 -0.00627532 -0.000388848 -0.0276706 0.0114659 0.0237094 0.0608982 -0.0187437 -0.0376697 -0.0144523 -0.0575124 0.000244591 -6.85896e-05 0.00032345 0.000740192 2.03112e-05 0.000348727 0.000668095 0.00023041 0.0535279 -7.27008e-05 -0.0332403 0.0060077 0.000508721
internal_weight=131.339 0.569264 130.769 3.77297 2.90074 2.61189 2.45319 1.61762 126.996 2.88175 1.36745 1.24818 0.777254 0.233673 0.470928 2.46393 0.574716 124.115 123.001 122.292 121.281 118.782 118.178 117.482 116.155 0.656858 115.499 1.98978 1.35843 113.509
internal_count=4633 76 4557 506 473 436 430 374 4051 193 196 170 103 77 67 147 115 3858 3831 3788 3765 3735 3704 3673 3642 74 3568 91 47 3477
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=13 13 18 10 10 3 17 17 16 15 18 9 6 10 7 19 3 17 17 12 6 10 17 5 6 16 12 4 15 5
split_gain=0.0711589 0.36323 0.27322 0.25629 0.412621 0.396308 0.236058 0.208818 0.444767 0.189344 0.161525 0.158394 0.189517 0.141391 0.415274 0.140877 0.177384 0.133645 0.28319 0.358236 0.253563 0.284425 0.218269 0.340597 0.386297 0.705923 0.244158 0.339669 0.215691 0.257482
threshold=95.937628385050019 92.792132372400019 17.370891598500005 82.299080289250014 87.313054702550019 69.085308578100012 172.18378740490002 211.79441883225005 17.684958644900004 13.699258176050002 18.105691257250005 27.033907557900005 5.5651300283500005 81.339300736700025 24.453757170650004 11.950964240300001 85.850533479600017 174.72950843050003 179.03071761140004 66.834523482800009 17.215402235100004 81.210254746450019 168.62011096010002 19.221712148250003 15.205355270700002 18.594956516900002 66.834523482800009 168.18037996940004 18.136407257500004 30.359384049000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 9 -5 11 -3 -4 10 15 -9 -6 -13 17 -15 16 -1 22 19 -19 21 -21 26 -24 -25 -26 -2 -28 -29 -30
right_child=2 6 7 4 5 -7 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 24 25 -27 27 28 29 -31
leaf_value=-0.10247265991278907 -0.08305624079754366 0.038626104700326402 0.097172972754854134 0.063104072437548842 -0.10079914931182617 -0.10410581014578946 -0.08772083312667632 -0.10225706503279477 0.10157197132185103 -0.10307546406542718 0.016705313775748163 0.04334671696878057 -0.10066334074743336 0.01610852944749026 -0.10407101174099441 0.097507957793270747 0.06870313367021634 0.064889248466827906 0.00017397726249385404 -0.10905769840324503 0.0096160146382460124 -0.012148593189231024 0.079445440166399983 0.072052395483559004 -0.14373513352082332 0.017517524755871604 0.085904241166036899 0.023283930063158913 -0.087935505980540007 0.0088377960086666561
leaf_weight=0.16404459696786888 0.35880821291357223 0.18000037509864319 0.49478830210864433 1.137618695443962 0.10707465705127084 0.38643287801733084 0.82849688717942627 0.25625510976533405 0.33879597671329975 0.3434624194924254 0.20579641708172858 0.83490136895306932 0.10261374044148397 0.68247738110949174 0.4968393634626409 0.10593353581498377 0.095945709246734623 0.29758796282112543 115.5781336604573 0.87895889944047645 0.47110901112682757 0.46207068860530853 1.0353259980765872 0.71583617106080089 0.34242037353578769 1.3104849944938903 0.43087617410037671 0.94457454793496287 0.57713494323434111 0.52507624472673342
leaf_count=51 11 35 14 111 170 206 158 36 17 83 8 227 147 8 136 6 19 7 2395 111 45 2 27 23 87 76 71 46 216 84
internal_value=-1.7091e-05 -0.0126884 0.000412611 0.00345779 0.0181521 -0.0175833 -0.06517 0.046098 0.0145423 -0.0497493 -0.0492716 0.0144246 0.0275844 -6.05146e-05 -0.0345224 0.000303471 -0.0393027 0.000267429 -0.00048877 -0.0367964 -0.0534951 -0.0756663 0.0145283 0.0315999 0.0106877 -0.015888 -0.00595948 0.00520546 -0.0117827 -0.0418342
internal_weight=130.69 4.28652 126.403 3.27803 2.56864 1.43102 1.0085 1.29564 0.800848 0.709386 0.462052 1.04459 0.937515 125.108 1.17932 0.365924 0.25999 123.928 117.688 2.10973 1.81214 1.34103 6.24054 3.40407 2.36874 1.65291 2.83647 2.47766 2.04679 1.10221
internal_count=4633 1213 3420 1020 861 750 193 75 61 159 44 544 374 3345 144 76 70 3201 2560 165 158 113 641 213 186 163 428 417 346 300
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=0 4 7 7 7 7 7 18 6 12 18 17 7 7 9 7 17 12 9 15 7 9 0 13 2 9 5 19 13 6
split_gain=0.0707595 0.184435 0.116204 0.188168 0.381059 0.357338 0.356921 0.28704 0.313697 0.246979 0.242384 0.198998 0.384516 0.169923 0.262257 0.183105 0.425689 0.352957 0.452627 0.321884 0.315678 0.2598 0.242579 1.03318 0.284846 0.238499 0.417263 0.170611 0.539906 0.531213
threshold=71.096275259750016 160.20223982390002 19.902030009200004 22.093462376800005 22.172877373800002 21.946499523750003 21.833224794850004 15.105469479800002 11.865277230300002 218.12027148180002 12.783127173500002 171.58888147770003 21.115414688150004 22.398098708400003 184.83999455315004 22.721067571950005 183.93802912725002 175.541285848 184.36538191430003 43.79812286300001 22.747724408400003 185.98753508445003 85.732241321850012 117.66037007905001 188.61740261325005 196.51002155900002 20.872540794500004 14.451165964200003 115.13321943645001 16.575387281250006
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 8 -4 11 -6 -10 -13 14 -12 16 -15 18 -18 -19 -17 -20 23 -22 -25 26 -23 29 -29 -24
right_child=2 -3 3 4 10 -7 -8 -9 9 -11 13 12 -14 15 -16 20 17 19 21 -21 22 25 27 24 -26 -27 -28 28 -30 -31
leaf_value=0.06589926753592254 0.02133745644069477 -0.10161874620784438 -0.07790269122661396 0.056276842549943362 0.061005890052280166 -0.090476719391244464 0.056739506690225372 0.10124296624451348 -0.086834083089239456 0.047955280998597485 0.0027349734503817882 0.055355124515370592 -0.03595866723680418 -0.041058566294214734 -0.053311496532277784 -0.058031054631200257 0.080067548319721543 -0.073084818373789648 -0.021812966088504238 0.026193788633205123 -0.10675080194049087 0.0094115947839141807 -0.00064673964991602412 0.094678106176132884 -0.0110399565392909 -0.011660014026679866 0.070144971088305363 -0.050111778622121378 0.016288876441765483 -0.072589167359101356
leaf_weight=0.09641047412151138 2.5242112646592423 0.2064847340104734 0.89168689552752667 1.2130862113845058 0.64666066177596704 0.6076779628638177 0.70459244969242707 0.18769916486780847 0.42215767519746883 0.58335141702923454 1.8536109020205906 0.62145548113039728 1.7877280193133627 1.3156584861280851 1.5191322411410508 0.96297636564850009 1.3485107170126847 0.72971807447902282 1.3946875808760522 0.59113743569469079 1.0068581618179444 2.4942019432783127 86.255075499453596 0.45581377873895668 0.57811559177935123 1.2954151430167256 2.0701528432982741 1.3489208211540233 13.280362318604601 1.0387175943178579
leaf_count=14 213 174 79 35 24 39 19 7 209 59 48 110 45 30 35 17 28 25 9 30 98 40 2873 9 37 20 37 39 207 24
internal_value=-2.14215e-05 -0.0482984 9.12967e-05 -0.000330304 0.00051083 -0.0179167 -0.00943507 -0.0198101 -0.0250863 -0.0112943 -5.20404e-05 -0.0235017 -0.012404 -0.000382341 -0.0225092 0.000260084 0.0123906 0.0194767 0.0268663 -0.0286535 -0.00103931 0.0169769 -0.000511414 -0.0346482 0.0355665 0.0262093 0.0369571 0.000172102 0.0101663 -0.00150279
internal_weight=130.032 0.302895 129.729 127.205 121.399 5.80635 5.19867 4.49408 4.30638 3.41469 120.186 2.83134 2.40918 119.539 3.37274 116.166 11.2395 9.92382 8.60297 1.32086 104.927 7.25446 103.964 2.04079 1.03393 5.85977 4.56435 101.923 14.6293 87.2938
internal_count=4633 188 4445 4232 3665 567 528 509 502 423 3630 364 155 3606 83 3523 219 189 134 55 3304 106 3287 144 46 97 77 3143 246 2897
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=8 7 18 6 16 10 2 15 5 6 5 6 13 5 9 16 13 3 5 12 7 7 7 8 15 14 6 10 10 18
split_gain=0.0736836 0.280186 0.221549 0.190061 0.266988 0.471541 0.253578 0.0921254 0.43065 0.49021 0.361166 0.152521 0.127791 0.108436 0.276287 0.317961 0.481155 0.695298 0.538799 0.379153 0.396279 0.478675 0.807664 0.457327 0.379258 0.416608 0.366847 0.287095 0.338416 0.477651
threshold=9.5425530862500008 21.698399695800003 11.634276750250001 17.755414852450006 21.979948601300006 60.87206898960001 35.561888367500011 46.055224235250002 24.367802910700004 16.495385412050002 24.458659404000002 16.475384944750001 117.61735474900001 21.836296031200003 209.24553857890001 22.624947093000003 117.60660091645001 93.345954747300013 22.825270530250005 330.7369843553501 24.227986230350002 23.567644028800004 23.299327580650004 8.6432548896500023 42.33967733730001 195.37489133290003 16.565387047600002 65.036490633650018 62.036171360100006 13.24088655595
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 13 -9 10 -10 12 -12 -1 15 19 17 -17 -18 20 21 22 23 24 25 -15 -20 28 29 -27
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 11 -13 -14 14 -16 16 18 -19 26 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0012826662387660065 0.024821013310803473 0.056566302306342103 -0.079314596035209531 0.10107116565507082 -0.10245012092990456 0.080427196725512365 -0.11392406113343395 -0.08997420107670602 0.08836674107532827 -0.10402009916017943 -0.072414702361019559 0.030852453968476162 -0.005722053115840977 -0.072669941182281497 0.045314115833680668 0.091096268535473299 -0.040840840199816576 0.015779510519311011 0.036709518479147336 -0.085746748702677622 -0.074952773277302501 0.029771009535852683 -0.1389211333235186 -0.054397248294818693 -0.023319186218859391 0.00621348214977668 -0.015342566962704106 0.064975207980925515 -0.026334724324918003 0.090927814519327702
leaf_weight=88.374754104523163 0.44698014482855686 0.96885766802006401 0.37629341707361164 0.061650801450013004 0.23695075581781566 0.34816108830273151 0.49802889324132593 0.64082146968576026 0.52546173555310893 0.40611193078802887 0.36939208996773265 0.88474919235159166 1.292905097325274 0.47539505001578231 1.6474542608557374 1.6156317563727487 2.5030312119051796 5.0786917777732015 3.2486061025410891 0.57366187644060929 0.73389441255130705 4.0857428058516225 0.46590651599945054 1.5943843288114301 3.4981285431422293 2.2555573133663533 2.3215557988733053 1.361798035824904 1.5014710345785713 0.94418814976233978
leaf_count=3170 11 29 47 2 44 9 156 44 17 58 67 18 27 232 41 32 29 42 34 85 24 33 14 21 40 169 26 53 42 17
internal_value=-1.81336e-05 0.0201177 -0.0227762 -0.000301064 -0.0408637 0.00636799 -0.0902415 6.6309e-05 -0.0146424 -0.000765036 0.0128828 -0.00268971 -0.0205423 0.000561827 0.00536956 0.00332952 0.0141342 0.0339567 -0.00230265 -0.00579327 -0.00308193 0.000177474 -0.00981784 -0.00464627 0.00325707 0.0174757 0.015015 0.0245439 0.0128322 0.0312112
internal_weight=129.336 1.79213 0.823274 127.544 1.14479 0.585112 0.55968 126.399 4.11944 3.47862 3.07251 2.54705 1.6623 122.28 33.9051 32.2576 14.7675 6.69432 8.07319 17.4901 16.9165 16.1826 12.0968 11.6309 10.0365 6.53841 5.57016 6.06301 4.70122 3.19975
internal_count=4633 87 58 4546 211 53 158 4335 231 187 129 112 94 4104 934 893 163 74 89 730 645 621 588 574 553 513 60 281 228 186
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=16 16 16 2 17 13 0 10 10 7 7 5 9 9 8 12 12 7 7 12 16 6 14 0 15 7 10 9 4 6
split_gain=0.0837189 0.113449 0.243861 0.211986 0.184083 0.148202 0.265756 0.153778 0.197032 0.12282 0.120197 0.110572 0.0995612 0.245348 0.272329 0.270112 0.471199 0.599591 0.498796 0.390198 0.55031 0.365912 0.350207 0.285273 0.26713 0.247465 0.271912 0.364805 0.240236 0.226522
threshold=7.1549832685000014 9.7049773055000017 11.864972254500001 312.25197865035005 180.19381692845005 95.811270852950017 109.89341454020003 91.23013819865001 103.90352982555002 19.773504439000003 20.253927392100007 1.1948093529500003 186.70853236170004 185.98753508445003 8.3434888241000014 150.80177373595004 124.89425631215002 22.532843451200005 22.375171215700004 114.82338089645002 18.554956610400005 16.665389384150004 234.45909168080001 86.208098410950015 38.86986296220001 26.500844050900003 80.677940036650014 36.083943265750008 257.19770387215004 16.575387281250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 9 10 6 -6 -8 -9 -3 -2 -1 13 14 15 16 19 18 -18 20 -4 22 -17 29 -21 26 27 -24 -27 -22
right_child=1 2 12 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16 21 17 -19 -20 24 23 -23 25 -25 -26 28 -28 -29 -30 -31
leaf_value=0.045132264552063726 0.08444142551786947 0.024277420094300811 -0.11554939511131675 0.021562490565110476 -0.10436029006592647 0.10172540030435179 0.082301391809332825 -0.10058861894539484 0.1006219396714933 -0.10299596333863881 -0.10317418754378416 -0.10188551970613934 -0.001030361556143686 0.043051473508271786 0.043757545800256398 0.082534550801232551 -0.065040204149185279 -0.13385853013317914 0.056551945408610166 0.082117076415144249 -0.046282912833171042 -0.10559125983003415 -0.10198491516149702 0.034698946307772302 -0.06222707382527122 0.053978403375171451 0.06352129258696014 0.012345150682065582 -0.077572362922953719 0.015802360038293224
leaf_weight=0.07267324289023136 0.044240274670300006 0.088509850109402488 0.45495002919779892 0.2693842088629026 0.13798047756426945 0.32724603994574863 0.43507436974323355 0.12576162545883562 0.079388938029296696 0.52892757669678758 0.14967338548922271 0.17278619195894862 106.7979814644641 1.6996360097546119 1.5185805689543475 0.70393153431359312 0.88073014543624617 0.65772513898991736 0.54685337354021613 0.80337086738290953 1.4232395866420127 0.25933204182752057 0.29340800871432282 1.5122230499982832 0.1525576077401638 0.18345768167637277 0.9819987203227355 5.7178508462820901 0.57053485393407755 1.0009831201459745
leaf_count=85 4 9 127 32 42 8 31 103 6 351 83 230 2248 43 29 23 210 61 8 119 30 108 116 13 3 11 68 272 127 33
internal_value=-1.24846e-05 9.91004e-05 -0.000201573 -0.052457 0.0294976 0.0452619 0.0215183 0.0486474 -0.0227244 -0.0847513 -0.0603708 -0.0583579 0.00016575 0.00676355 0.00327146 -0.000537051 -0.0145403 -0.0548597 -0.0184628 0.00118318 -0.0114202 0.0114118 0.0150022 0.000614455 0.059081 0.00886603 0.0147345 0.00676473 -0.0455641 -0.0206474
internal_weight=128.591 128.346 127.046 0.886822 1.29937 1.10545 0.778205 0.640225 0.205151 0.617437 0.193914 0.245459 126.159 19.3614 17.6617 16.1431 7.43263 2.08531 1.42758 5.34732 4.3914 8.71051 8.45118 3.93645 0.955928 7.74725 6.99326 6.01126 0.753993 2.42422
internal_count=4633 4318 4041 392 277 190 182 140 109 360 87 315 3649 1401 1358 1329 604 279 218 325 203 725 617 76 122 594 456 388 138 63
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=2 12 17 17 12 12 12 2 9 16 13 9 17 7 5 7 4 10 7 7 9 3 10 16 16 6 17 18 18 7
split_gain=0.0779111 0.302155 0.763294 0.320043 0.297443 0.47856 0.787253 0.694325 0.681439 0.390721 0.380187 0.428488 0.300723 0.277384 0.859106 0.48436 1.16166 0.523606 0.429672 0.42409 0.496864 0.418298 0.753712 0.409973 0.609398 0.756388 0.428417 0.560618 0.434453 0.416164
threshold=137.50513673700002 163.66964307765002 204.55825889135002 190.68993848360003 155.27099795600003 148.96091148645004 144.66294237600002 129.01927736685002 205.22231928645002 20.904951115100005 109.43099974175001 53.361180680650008 191.56943241645004 24.176603375500004 18.678742451450002 23.365573965200003 165.86037890555002 62.111448187750007 23.276000438150003 23.567644028800004 200.15236065845002 85.589753040950015 70.816675614150014 18.554956610400005 19.274954926800003 15.785368822600002 188.70679832985002 13.037923179150001 13.015629076450002 22.870118039000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 13 -7 12 -6 11 -9 -8 15 21 18 19 -18 23 -17 -21 22 -15 -1 -25 -26 27 28 -27 -28
right_child=1 -3 -4 -5 9 7 8 10 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.087275421179816709 -0.062665270046676783 -0.0015676154095578356 -0.24617427088258803 0.064931978787855643 0.0596250422390254 -0.082948361088416078 0.057612353137764749 0.035784551418046338 0.11213864411229341 -0.0011488943388093971 0.050495205106691199 -0.11354306599893063 -0.022422600057915368 -0.1143888683258979 -0.10284359369099633 0.030125827759709473 0.0026870263358964733 0.062242906284589443 -0.083428266614957947 -0.073342337339147343 0.00039731406688043648 0.056877588208759815 -0.0044683466774184388 0.066895383120767704 -0.067783729813265886 -0.0098753674696178285 0.0046237651938681006 -0.076286750269525264 0.055887015026517634 0.055606723590246043
leaf_weight=0.54130673055806866 0.55171747132953786 64.353217814838445 0.17538043860986363 0.30537829365130165 2.0386249366129041 1.6250486694043496 0.88185432381760565 0.35983947402564787 1.1705559556030491 2.198920177295804 0.95093918778002262 0.41236612276406959 1.0039278502663362 0.65245184325612982 0.95198052143678147 1.4371414361521582 2.0299907475709915 5.4116557371453382 0.65661275286401988 1.7105295326036869 1.9617190004792062 1.0209144325926907 14.2066518423494 1.3111978341476085 1.67591495998204 8.7930187270249025 4.9206329630687824 1.1440912191756059 1.1341630099341262 2.3733239494031295
leaf_count=372 116 2605 10 22 23 30 34 14 16 18 8 26 29 18 81 10 8 137 9 26 36 21 532 49 37 175 102 22 11 36
internal_value=-1.47546e-05 -0.00242867 -0.056097 -0.0172031 0.00250757 0.00064941 0.00288431 -0.0360558 0.0522061 0.0280886 0.00816719 -0.043958 0.0150044 -1.83418e-05 -0.0105722 0.00504252 0.0207881 0.0459968 -0.00372116 -0.0159275 -0.0339505 -0.00504069 -0.00929487 -0.00133067 0.000848133 -0.00347303 0.00239563 -0.0100014 -0.00236213 0.0212127
internal_weight=127.961 65.3857 1.03248 0.857096 62.5754 58.3378 54.9896 3.34819 3.05634 4.23755 1.72314 0.772206 1.88578 51.9333 16.832 35.1013 12.551 7.44165 22.5503 5.10939 3.67225 15.88 14.8591 21.8936 21.3523 20.0411 18.3652 11.0713 9.92718 7.29396
internal_count=4633 2753 148 138 1880 1839 1761 78 79 41 48 40 63 1682 652 1030 217 145 813 72 62 571 550 804 432 383 346 208 186 138
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=9 19 12 19 19 15 12 9 7 19 15 12 2 15 14 7 18 10 16 19 19 0 13 13 16 3 17 4 9 2
split_gain=0.0713175 0.225455 0.270411 0.589347 0.354685 0.383179 0.368298 0.468192 0.35363 0.319954 0.295948 0.303927 0.276793 0.233992 0.223639 0.184599 0.526625 0.467944 0.461864 0.558533 0.394464 0.446733 0.376361 0.26685 0.627191 0.20391 0.223914 0.199353 0.17793 0.169265
threshold=186.70853236170004 14.451165964200003 150.80177373595004 14.351157895250003 14.351157895250003 40.726271367500011 124.89425631215002 186.16747084260001 22.398098708400003 13.151061067750001 27.220712026400005 117.26476561030002 129.01927736685002 36.548474543700003 227.64501646235001 22.929105819350003 13.453871405300001 65.571493801650021 22.604947139800004 14.451165964200003 14.351157895250003 85.968825637350008 117.49368567500001 117.61735474900001 22.704946905950003 76.190903416900014 240.41195881570002 195.04069921150003 184.83999455315004 108.63443756215001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 5 6 9 8 12 10 11 -1 -8 -3 -4 16 17 18 19 22 21 -20 -2 29 -25 26 -17 -26 -16 -22
right_child=15 13 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 28 25 -18 -19 20 -21 23 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.11155919428947665 0.022079219100546853 0.080615817895143702 0.08606233418676261 0.088436121513446944 -0.047169344607221893 0.09098598601841168 0.038849063219030533 0.10199870256709649 -0.130220029089372 0.023083866329027057 0.10235246302153767 0.057821868542602343 -0.10758193089333833 0.015335036202815287 0.0029047201578744032 -0.1015336728815901 -0.075183833287714136 -0.063455630745003475 -0.082591173499533821 -0.028136679574279025 0.051766534687398696 -0.010136292848432437 0.094715571443667657 -0.079062276248731148 -0.010937146856922327 0.0011238588538628337 0.01379022380084427 0.050259214243826837 -0.10715890473098987 -0.00026126449471258252
leaf_weight=0.50436677941502894 1.8230045535601704 0.70799232274293844 0.3204691568425887 0.91463938914239484 2.1842303760349751 0.4309673961251973 0.33120644135669841 0.1691412329673766 0.58667288420292607 3.0210890550079057 0.10893149673938751 0.13410125221525959 0.21153613776823477 2.4461478160519619 8.2728491087002531 0.40304917466028101 1.1816074096377622 1.2869118386879552 1.4183419087275964 1.2931794564356094 1.3527775355614724 2.1272753356024623 1.1719063279597319 1.0536804844159635 1.2615256853168832 89.832362117063894 0.28914051951869624 0.92090985889080901 0.14953485783189613 1.1628064657779758
leaf_count=150 49 36 31 18 28 5 126 3 87 61 2 91 88 57 1224 336 33 17 40 33 21 16 23 37 41 1849 68 23 15 25
internal_value=-6.52759e-06 0.00539598 0.000922584 0.0120605 -0.0130791 0.000464217 -0.00723493 -0.0531627 -0.0763997 0.00859099 -0.0499911 -0.0759831 -0.018223 0.0299883 0.00407037 -0.00104537 -0.010928 -0.00582285 -0.000363445 0.0267864 -0.0128854 -0.0391202 0.0505018 0.00328688 -0.0157039 0.000707246 -0.0533607 0.0148855 0.0009506 0.0277171
internal_weight=127.072 20.4939 17.3397 9.65749 7.68224 5.49801 5.06705 1.29856 1.12942 3.76849 0.7474 0.638468 0.542743 3.15414 8.74285 106.578 16.0539 14.8723 13.5854 4.28809 9.29732 3.54562 2.99491 5.7517 3.23612 90.5246 0.69219 2.18244 8.42238 2.51558
internal_count=4633 2022 1929 1288 641 613 608 304 301 304 243 241 214 93 1270 2611 358 325 308 105 203 56 72 147 101 2253 404 64 1239 46
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=12 2 12 7 9 12 4 6 9 16 4 17 7 5 5 18 15 3 4 7 17 7 6 5 17 8 16 17 13 17
split_gain=0.0763443 0.802258 0.7041 0.571855 0.554512 0.305067 0.571592 0.525488 0.527476 0.439119 0.287071 0.258425 0.244165 0.767696 0.400345 0.425275 0.519522 1.30463 0.395695 0.389332 0.446262 0.407873 0.364426 1.0595 0.564736 0.302047 0.545235 0.397326 0.335799 0.291098
threshold=147.73915704645003 129.01927736685002 144.66294237600002 22.870118039000001 205.22231928645002 158.10685693470003 222.34787280370003 14.055328400500002 43.730860148300003 20.904951115100005 228.08113677860004 191.56943241645004 24.176603375500004 18.678742451450002 18.331716563250001 15.125532671900002 23.008892218750002 85.589753040950015 162.32075757215003 24.142338514450003 194.75204781875001 22.929105819350003 16.465384711100004 19.327153142150006 196.81899330385002 8.1436447804000007 18.764956119400004 199.59317753375004 101.12635257680002 183.93802912725002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 -2 11 7 -7 8 -3 -9 -8 -4 19 14 15 16 -14 29 -17 20 -1 -22 23 24 -23 27 -27 28 -20 -18
right_child=1 5 4 -5 -6 6 10 9 -10 -11 -12 -13 13 -15 -16 18 17 -19 25 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0035729530291348194 -0.0082820348306375299 0.060790556480408167 0.062785310324384544 -0.12177644256861622 0.11067038555846216 -0.1143615179469202 0.038143159154385098 0.088706575789752107 -0.11143350291076207 0.0095871672936610683 -0.0022942745275012721 -0.016397335110762776 0.0016657437924849667 -0.10058375860254634 0.075302898285261044 0.081409668345941266 -0.028085840064097131 0.054356790265836834 0.0080478166442954201 0.05883492274893113 -0.0376972077541625 0.045559331488560256 -0.0048757972590306722 0.098202012226257018 -0.04517903552133043 -0.083151786459608176 0.015837325971041795 -0.022286429247450876 0.067556227883058664 -0.11557175282932311
leaf_weight=25.134982163781615 0.83833638275973388 0.28678334704272801 0.717741274616855 0.94370642406283878 1.0219138489337636 0.44939431227976356 1.8042237040353928 1.3625838231382661 0.46810768942668801 1.4458092506974933 65.127632228975926 0.96811907492156024 2.8491647993505458 0.88074260856956321 0.60237087542191226 0.63906345347640936 0.48586159758269865 0.76984715834259976 2.627212531314397 1.2944909661600821 0.94986144102585868 1.5490645925747233 1.9155977154150603 2.2052472962532192 1.2309522857540285 1.0737120208796116 1.1549595557153223 2.3126156317375717 1.4838031958788631 1.7510551214218137
leaf_count=863 14 25 38 27 14 9 21 49 47 10 2661 21 29 81 15 39 4 16 263 11 22 11 25 81 32 44 5 71 11 74
internal_value=-4.8929e-06 -0.00211556 0.00285796 -0.0683846 0.0525467 -0.000450959 -0.00195893 0.0280646 -0.0460055 0.0479745 -0.00120424 0.017314 0.000215173 -0.00972761 -0.00464682 -0.00782622 -0.0289324 -0.0579267 0.00547604 0.00503873 0.00292756 0.0237397 0.0321961 0.046441 0.00538166 -0.000132459 -0.0318529 0.0108729 0.0295264 -0.0965697
internal_weight=126.345 72.7266 53.6184 1.78204 2.70777 70.9445 67.3813 3.56328 0.754891 2.80839 66.9319 1.68586 50.9106 16.6304 15.7497 15.1473 5.85593 3.00676 9.29137 34.2802 32.9857 7.85072 6.90086 4.98526 2.78002 8.6523 2.22867 6.42363 4.11102 2.23692
internal_count=4633 2863 1770 41 73 2822 2691 131 72 59 2682 59 1697 652 571 556 123 94 433 1045 1034 171 149 124 43 394 49 345 274 78
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=8 7 18 6 16 10 2 6 13 16 8 5 12 5 14 17 17 9 2 4 7 19 18 9 5 8 6 6 0 16
split_gain=0.0686507 0.226935 0.189944 0.15396 0.234239 0.42118 0.223332 0.0858431 0.310881 0.260438 0.213805 0.111557 0.0908277 0.384587 0.267066 0.269836 0.584709 0.32987 0.247533 0.241019 0.274316 0.213909 0.481566 0.746233 0.672332 0.173396 0.186008 0.392771 0.307146 0.202745
threshold=9.5425530862500008 21.698399695800003 11.634276750250001 17.755414852450006 21.979948601300006 60.87206898960001 35.561888367500011 16.845393589950003 117.97223122220002 22.764946765650006 4.046841884750001 22.458857822500004 91.208648993800026 19.480650800750002 159.50774844380001 194.75204781875001 183.32030055335002 201.16241229375001 79.152355410850021 173.16684681400002 22.598495330900004 12.751028791950002 13.807773949150002 190.64005357525002 17.756175227850004 8.9430209551500024 16.625388449550005 16.585387514950003 85.121961326250016 22.724946859200003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 8 9 12 -9 -12 13 14 15 16 -1 -18 21 20 -20 -14 23 -23 -24 26 27 29 -28 -21
right_child=1 -3 -4 4 5 -7 -8 10 -10 -11 11 -13 18 -15 -16 -17 17 -19 19 25 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.024648128123630982 0.024643793671764704 0.053330560030921473 -0.073906377833625733 0.10096086359357211 -0.10230449520253598 0.077910867435050671 -0.11201561788960186 -0.10082056923678978 -0.070633426467600985 0.049547894587394253 -0.016433665133391655 0.083514683827413394 0.048671182677245885 -0.067012755499130855 -0.036697723211908451 0.043738379149255963 -0.081614231138137289 0.00075970520288558599 -0.0014314172479833707 -0.00021018983308577824 -0.079871079824418711 0.0060147744762328939 0.015566161817370642 0.093107812978859061 -0.079542296408001881 -0.049890864451899053 -0.002648516031834768 -0.06440402412254613 0.081643890834591754 0.061990398072481127
leaf_weight=2.8362364610075002 0.43617594987153896 0.92975902548641898 0.35454718528944795 0.055423207581042133 0.21420902293175459 0.32865000516176224 0.44107842787525442 0.098847935887532823 0.62258501512405828 1.0606120992451895 0.1497290707193315 0.43935673154851429 1.631798206224629 1.0411290739368713 1.7794236065519724 1.5291069922968743 1.1287903728662056 0.85389266116544593 0.97725364464349584 95.254983943623756 0.8198860787670128 4.0057797478511912 1.8732861775497442 1.3040771819651125 1.2321515125222502 0.69913341887877223 1.0492524539240538 0.95242885257539356 0.73516470193862904 0.52693391405045886
leaf_count=31 11 29 47 2 44 9 156 82 26 13 10 64 28 28 60 58 18 29 45 3578 14 67 24 18 31 29 31 23 15 13
internal_value=-3.07245e-07 0.0198376 -0.0195445 -0.000276355 -0.0386018 0.00679893 -0.0882416 4.85508e-05 -0.000150219 0.000211569 0.0352741 0.0581106 -0.00022365 -0.00978972 -0.00245943 0.00713796 -0.00447584 -0.0461378 0.000566063 -0.00092282 -0.0372169 0.0155355 0.00911024 0.0274044 -0.0221702 -0.000265423 8.67419e-05 -0.00050341 0.0320792 0.000132
internal_weight=125.362 1.72048 0.790723 123.641 1.03936 0.542859 0.496502 122.602 121.914 121.291 0.687934 0.589086 120.231 9.16858 8.12745 6.34803 4.81892 1.98268 111.062 101.015 1.79714 10.0471 8.41529 5.30986 3.10544 99.2179 98.5188 96.7343 1.78442 95.7819
internal_count=4633 87 58 4546 211 53 158 4335 4179 4153 156 74 4140 224 196 136 78 47 3916 3748 59 168 140 85 55 3689 3660 3614 46 3591
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=10 6 10 10 17 16 13 17 16 5 7 8 7 18 18 7 2 18 15 17 18 16 15 8 4 10 13 17 16 16
split_gain=0.0695123 0.770644 0.396969 0.261852 0.503131 0.398504 0.927249 0.647192 0.458846 0.645012 0.503167 0.431641 0.507982 0.402366 0.278433 0.526545 0.576669 0.458323 0.809168 0.387567 0.32192 0.393545 0.584825 0.466171 0.761388 0.354848 0.468213 0.337789 0.491765 0.308819
threshold=71.053259929650025 14.515339148550002 70.816675614150014 70.348883899450016 188.51582982015003 19.224955043700003 109.47132661375001 204.04920942250001 18.684956306450005 18.280220412300004 23.473156321500003 7.943800736700001 20.869210126600006 13.913874241250001 14.380989918050002 24.385896469550001 316.46407472665004 14.243842826850001 34.761639995350009 205.96542837505004 14.122113655700002 20.394952307700002 31.890196708700007 8.3434888241000014 176.75641487215003 66.235542959850008 113.89115178020002 201.81829107560003 22.514947350300002 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 8 9 13 -11 12 -10 -1 17 -16 19 20 -19 -17 21 22 23 24 -8 26 -23 -22 -29 -28
right_child=1 -3 -4 4 -6 6 14 -9 11 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 27 25 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.0025855776873266972 -0.0013029441640757949 -0.092941115928279472 0.045378527230579682 0.04905498444841528 -0.10441707235474114 -0.11224072493656623 -0.13111136258570799 -0.11752938733820756 0.070538169844768059 0.017724020031002159 -0.064228199147176285 0.09541845646205524 -0.10887100532510308 0.099352133669744921 0.056874204655285067 0.015904655102201994 0.064331086894476835 0.026937199205086044 -0.1146352131597454 -0.07508032991163989 0.070754990708198851 -0.067135281380629602 -0.12379748725554383 0.079968431152021527 0.012980580186165028 0.04936735360568309 0.017823307820499231 -0.053448101769037061 0.063655537559024686 -0.002885950621732896
leaf_weight=0.72169648268027131 35.292195649942187 0.94220017260249633 2.0161445397088746 0.32512334325292513 0.62279430536000291 0.74268293695058574 0.56729744904441748 0.31313977593617881 0.3955865272027953 1.8648706151861918 1.2522731675126122 1.5722827976569531 0.2625713711604476 1.0620733093237502 2.3867480484768739 0.80429422191809896 0.79177660308778275 0.70869064144790062 0.93817130336537957 1.1202837140299378 1.2802822273224586 1.061055258847772 0.6275438256561755 0.42366427555680264 1.0371498745371353 1.4150421991944302 8.2978157276666007 0.78264473314629845 0.66187472536694258 54.46102467275341
leaf_count=33 2142 146 35 17 90 22 19 14 41 567 39 24 10 17 29 18 40 13 31 43 16 15 21 4 85 16 213 13 30 830
internal_value=3.63807e-06 -0.0036858 0.00151392 0.000491524 -0.0517782 0.00107067 -0.00103636 0.0231777 0.0293562 0.012244 -0.0151992 0.0669564 -0.00103692 0.0602013 3.11712e-05 0.0226061 -0.00750395 -0.00156305 -0.0537127 -0.0370571 -0.000346838 -0.00169949 -0.0394347 -0.0133309 -0.0379672 -0.000163327 -0.00126154 0.0333556 0.000208454 -0.000147825
internal_weight=124.751 36.2344 88.5166 86.5005 0.947918 85.5525 78.108 7.44449 7.13135 4.90091 3.11714 2.23044 0.658158 1.78377 77.3654 5.1031 2.71635 72.2623 1.64686 1.92458 70.6154 67.8906 2.65566 2.02811 1.60445 65.2349 63.8199 2.7248 1.44452 62.7588
internal_count=4633 2288 2345 2310 107 2203 1458 745 731 656 606 75 51 50 1436 130 101 1306 44 61 1262 1203 129 108 104 1074 1058 59 43 1043
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=18 18 18 7 6 7 17 6 7 3 16 10 7 10 6 6 7 5 17 12 12 18 15 10 2 3 18 2 17 16
split_gain=0.0686363 0.350925 0.700478 0.649057 0.639585 0.407623 0.56205 0.449984 0.344373 0.554012 0.342605 0.403567 0.311359 0.287148 0.239105 0.227856 0.389536 0.396778 0.248969 0.285849 0.249876 0.354897 0.3885 0.320951 0.412997 0.299871 0.335512 0.243845 0.226398 0.212261
threshold=15.329371696850002 14.912399602950002 15.015859748200002 25.334697901700004 13.990326881750002 24.653703271800001 182.02915412410002 13.665319288000001 24.930088150450004 83.511574906150017 14.504966081100003 82.299080289250014 25.459519683700005 71.246828915000023 14.825346391850003 11.085259005300001 27.266563853300003 2.7155367820000005 214.22447330960003 243.44243106745003 189.11492007315005 15.917243450850002 20.538897842700003 72.327589083450007 90.828344481500011 81.549000470900012 16.693547963350003 185.00267682035005 243.29790314680005 11.949972055800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 5 6 -4 -7 10 13 11 -2 -5 -10 -3 16 17 -15 19 20 21 23 -23 -17 -25 26 -22 -20 -19 -13
right_child=8 2 3 12 -6 7 -8 -9 9 -11 -12 29 -14 15 -16 18 -18 28 27 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00047791456896597814 -0.10153552888118607 -0.11596818027568723 0.014864702042992782 0.08992299748002798 -0.095276234094434628 -0.022433642520800576 -0.12194518552386427 0.092211956134805387 0.067715299358994091 -0.084831224603210451 0.07162008680151008 -0.044567145359529006 0.0072263524544155912 0.068211523535254212 -0.0055430870046005269 0.015389325673383601 0.0063941346848566966 -0.10046485060006219 -0.10346411667786506 0.059425548205445156 -0.10556671879103943 0.069092683620335313 0.0094926217936884723 0.00053676841447130512 -0.081154716977994923 0.014340801703478715 0.0011075083519517773 0.0011781678508907868 0.084803614109103378 0.075540317299744614
leaf_weight=94.657013266429203 0.30033864248980835 0.9374916715096322 0.65826686826767467 0.73530917335301627 1.1359837390482423 0.72028382276766911 0.55218696531665046 0.6525007477030158 0.68098778137937799 0.72975599693017912 1.4425233736401422 0.2150406696164282 1.1955396738121633 0.18956847575100555 0.24795180081855506 3.8749161139130539 1.8478273381551842 1.0222021723288888 0.39326335943769741 1.0748166457633495 0.67242656322196059 1.8274365527031475 2.723952658707276 1.6687753974692898 0.98364422518352501 1.0542604792863128 0.52507386307115667 0.5134173862170428 0.070508009754121193 0.46598585110041313
leaf_count=2625 49 80 8 17 54 34 45 9 7 60 57 48 54 21 11 14 694 309 46 43 38 79 30 69 36 19 23 25 2 27
internal_value=1.02352e-06 -0.00110224 -0.0229839 -0.00832086 -0.0327418 -0.00524219 -0.0475455 0.0320588 0.00502748 0.000683038 0.0406106 -0.0049707 0.038719 0.00394635 -0.0928713 0.00159163 -0.0229928 -0.0653409 0.00661724 0.0098163 0.00581639 0.0119888 0.0334228 -0.00295669 -0.0297583 -0.0245521 -0.0587927 -0.0442093 -0.0885103 0.0376152
internal_weight=123.769 101.493 6.83551 5.65007 3.71922 2.58324 1.21045 1.37278 22.2767 19.8528 2.42389 0.981365 1.93085 19.1231 1.18544 18.4421 3.13011 1.28228 15.312 14.4053 13.3305 11.0787 4.55139 6.52734 2.65242 2.25176 1.1975 0.906681 1.09271 0.681027
internal_count=4633 2937 312 221 150 96 53 43 1696 1515 181 124 71 1455 91 1448 1026 332 422 351 308 228 109 119 105 80 61 71 311 75
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=15 17 10 15 6 6 18 18 5 10 7 7 13 8 18 5 6 19 6 6 16 8 9 6 6 2 15 15 12 10
split_gain=0.0643078 0.201945 0.188187 0.158417 0.16071 0.322588 0.346662 0.121264 0.118469 0.170821 0.415649 0.280747 0.240915 0.208465 0.247434 0.180858 0.169383 0.168872 0.165863 0.255716 0.493351 0.200605 0.497379 0.384211 0.291045 0.273244 0.201604 0.196469 0.483351 0.3262
threshold=11.870705757150002 187.63270803470002 89.89935142405001 12.38011581135 5.0851188130000002 2.7350639043000005 16.115468395400004 17.448621627850002 13.252098438300001 78.537927364800012 22.791048179400004 21.833224794850004 98.255079293500017 7.1444245619500011 15.105469479800002 10.098719381700002 5.9851398418500006 12.551012654050002 13.665319288000001 13.775321858200002 15.839962959300001 7.7439566930000003 201.81004550795004 12.410289964450003 12.040281319250001 250.17063008210002 16.891056077300004 23.241064975550003 243.44243106745003 81.011308844800013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -2 9 10 11 -6 13 15 -15 16 -11 -14 21 20 -20 23 -23 24 26 27 -10 28 29 -24
right_child=3 2 -4 4 8 -7 -8 -9 18 12 -12 -13 17 14 -16 -17 -18 -19 19 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.084669862513558999 -0.0099053936034780403 0.056167459218595853 -0.10040335018458235 0.08385548294383563 -0.027898366826313421 -0.087000663991781677 -0.10118077921949326 0.085473519735534631 0.06739373620325434 0.059549850863599957 -0.064420987910730906 0.080665235232389401 0.10223416384736324 0.011455607106408718 -0.10271343001234845 0.068017840952715125 -0.10125777600003481 0.024825447948389614 0.086387479705166095 0.00010226612541445011 0.00093450938491930122 -0.10386504514328219 -0.10515064496173815 -0.074488895256449014 0.076420059625549958 -0.07633793504812153 -0.0041959369042951994 0.0047924337709933564 0.084717063411950844 -0.010192846514866172
leaf_weight=0.35162600773264685 0.20518428930699784 0.31637642724945181 0.10136019441779354 0.31315515103051328 0.41556400110130087 0.60217218114848947 0.14962669033593556 0.38048271359002683 0.43727072275942003 0.11809347747475862 0.75806580064818263 0.55811614997219294 0.61450051330029942 0.53996541697415523 0.29274614485984785 0.66549422335810959 0.14708461819827789 0.52056668535806239 1.0163275590166443 100.11825829580403 2.0153521448373795 0.67495129826420441 0.73823000886477508 0.57144111261732167 0.6161721110693178 0.62887462944490824 3.9179182584630325 4.1569430337985978 0.28092162357643236 0.70938947328249924
leaf_count=273 34 47 184 15 32 349 105 46 42 17 50 17 17 4 99 54 48 45 33 2493 25 62 77 71 22 61 187 78 5 41
internal_value=-7.11251e-06 -0.0288277 0.0181769 0.000174395 -7.55417e-05 -0.0387519 0.0240295 0.0520582 0.000266237 0.0159516 -0.00889757 0.0343306 0.0307983 0.00766772 -0.0286814 0.0401908 -0.0296443 0.0667328 -0.000360489 0.000968687 0.0295814 -0.0111289 -0.0221504 0.0031666 0.0120928 -0.013684 0.00299183 -0.00698929 -0.035323 -0.0586177
internal_weight=122.932 0.769363 0.417737 122.163 121.577 1.06495 0.462782 0.585667 120.512 4.6302 1.73175 0.97368 2.89845 1.76338 0.832712 0.930672 0.265178 1.13507 115.882 103.15 3.03168 12.7321 7.18931 5.5428 4.97136 6.51436 4.35519 5.88548 1.72854 1.44762
internal_count=4633 504 231 4129 4049 469 120 80 3580 383 99 49 284 222 103 119 65 62 3197 2551 58 646 324 322 251 262 229 201 123 118
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=9 12 16 0 18 16 2 7 8 16 15 3 3 4 6 0 5 3 7 15 16 18 10 6 2 6 17 10 9 10
split_gain=0.0643496 0.202682 0.256257 0.14777 0.113045 0.207689 0.201202 0.177439 0.292951 0.209914 0.397003 0.170582 0.180176 0.735849 0.333508 0.382055 0.263671 0.486952 0.262429 0.223225 0.309671 0.793802 0.592532 0.267605 0.314067 0.2107 0.191725 0.179996 0.167748 0.158591
threshold=37.364870866050005 293.55977308740006 16.094962363000004 113.1679565431 16.884724796650001 11.864972254500001 309.88494104580008 26.545218975000001 8.1436447804000007 17.684958644900004 20.937157557000003 73.913779380400015 80.785478361850011 271.78757961535001 12.255286342800002 101.91675926715001 15.332427622700001 84.049266532200008 20.797746106000002 17.319441631400004 15.404963976500001 14.951081515600002 75.424692849750016 13.115306437050002 172.99241708655003 11.805275828400001 196.01244718945003 75.499969677400017 212.20546459280004 76.279622535200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 10 -9 -7 13 14 25 -16 17 29 -19 -18 21 27 23 24 -22 -13 -24 -21 -15 -14
right_child=4 -3 -4 -5 7 11 -8 8 -10 -11 -12 12 16 28 15 -17 19 18 -20 20 22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.029788579506001524 -0.10194448772229792 -0.10271878612544399 -0.10156137301402662 -0.1007629557177793 0.050573012588995728 0.050215071103826864 0.013786233856742517 0.022228543415280771 -0.090444585437900987 0.094550571191945196 -0.10130902555401339 -0.0028053240032107746 0.029911982798440567 -0.10296607990246152 -0.10466547474771648 0.028054814448325922 0.064775149525373152 0.032161772531542808 -0.10463850531487025 -0.011903750173786082 0.0048338382536392268 -0.082324358102524364 0.10439609241465564 0.00053837583262578137 -0.094951936967154899 0.043597404094891656 0.030881989844975085 0.039729963782967954 -0.007620809055628429 0.086656793585030062
leaf_weight=0.91142136858252232 0.39000313105930118 0.25051315413111286 0.22090281186683558 0.095815141583443619 1.1244945241551243 0.67280919538461503 0.2443365277488283 1.7342190048434543 0.29691814488614898 0.29052480962127436 0.30603901106223919 4.3605994951867606 1.0697671822272234 1.0141178836347533 0.6006534001789986 0.3394837029336486 0.52945335805998084 0.23863410879857827 0.340056487795664 2.2277641510845565 0.62149717076681443 1.6119627097650662 0.65933252312242874 97.345419561955168 0.64045751799130812 1.2616571846883742 0.76798950391821563 0.96872059452289239 0.22557095426600415 0.91276233026292164
leaf_count=143 247 228 66 170 62 45 30 409 47 18 69 111 27 78 58 37 57 8 68 104 10 28 7 2337 58 22 33 8 25 23
internal_value=-8.68934e-06 -0.0207434 -0.00402223 0.0173696 0.000245124 -0.000302612 -0.057367 0.0173308 0.00310511 0.0150224 0.00369789 8.34651e-06 -0.000283521 -0.0149589 -0.00161091 -0.0567402 0.000777297 0.0324798 -0.0482263 6.72709e-06 -0.000320351 -0.025109 0.000871185 -5.47631e-05 -0.0458087 0.00760764 0.0648409 0.00374427 -0.0856173 0.0560375
internal_weight=122.274 1.47865 1.22814 1.00724 120.795 117.043 0.63434 3.7522 2.6277 2.33078 2.04026 116.409 115.736 7.80208 6.56239 0.940137 107.934 2.56122 0.578691 105.373 104.843 4.80845 100.035 98.6074 1.26195 5.62226 1.42732 3.19648 1.23969 1.98253
internal_count=4633 607 379 313 4026 3421 277 605 543 496 478 3144 3099 331 228 95 2768 126 76 2642 2585 140 2445 2405 68 133 40 112 103 50
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=9 9 8 19 9 16 15 6 8 18 15 8 4 4 0 6 16 18 18 16 9 13 9 5 18 12 2 12 17 7
split_gain=0.0644506 0.215719 0.237469 0.219903 0.197791 0.193518 0.220832 0.197693 0.499935 0.438244 0.236634 0.212004 0.211169 0.198798 0.168928 0.742359 0.358757 0.329422 0.755246 0.25944 0.236432 0.341407 0.289057 0.242772 0.178599 0.158679 1.1793 0.537994 0.475681 0.420811
threshold=186.70853236170004 185.98753508445003 8.3434888241000014 14.351157895250003 185.00606802455005 22.694946929300002 39.864684991950007 16.100376182700003 7.8438787148500007 13.007379166650002 20.734744936600006 8.1436447804000007 157.77812180380002 208.25848595475003 85.732241321850012 16.465384711100004 22.624947093000003 12.783127173500002 12.854871756700001 22.714946882600003 198.91155909545003 119.85415191350002 190.36745536595001 30.359384049000003 11.144561217000001 148.96091148645004 129.01927736685002 146.06315430690003 180.67147619190004 22.958251375150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 8 13 10 -9 -11 -12 -1 15 -2 -17 -16 -19 25 22 -22 -18 24 -23 27 -27 -20 -28 -30
right_child=14 3 -4 -5 -6 -7 -8 9 -10 11 12 -13 -14 -15 17 16 20 18 19 -21 21 23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.052566007202806721 -0.10714328142745029 0.0043568643099677487 0.041034158747883534 0.079111177891421081 -0.033845819080921449 -0.056211694216327934 0.035652835793135357 -0.11104604171905846 0.10291384939044455 -0.1127959692842414 -0.11254183379321357 -0.020888202187052399 0.01229872741154377 0.0073732012512154298 0.076696428480784659 -0.10501259642893655 0.030782129362538699 -0.13123652932365309 0.0027760158301546435 0.054564315470786197 0.078819979656711156 0.029823500481340328 -0.046473315820925308 0.039000608096103617 -0.10299112830246744 -0.10844813428760623 -0.073914567342408324 0.084679471478850202 -0.036209435946483272 0.0015280797766974794
leaf_weight=0.60449344440553954 0.8012913865277359 0.80823369407880707 1.4410907912533719 0.7669034362770617 1.6767906740424212 0.54187830351293165 1.9784769818070351 0.18062009105051435 0.53054231777787197 0.60012177167413916 0.14190405245608451 0.43139726389199495 2.9993128597398027 6.5386598782042711 0.55546610103920002 0.31359125312610547 0.7811098786187366 0.44009177386760612 37.818153194169554 0.86556352907791634 0.84760539082344599 0.14916546270251274 1.2746118415525414 0.52347678504884243 0.31518593389773741 1.0567066809162486 0.90017313312364322 0.81937433662824233 3.1338814928749334 51.735064852629876
leaf_count=163 60 13 29 33 29 14 29 100 8 102 18 11 298 1175 11 63 23 5 946 21 24 3 45 13 53 21 69 24 73 1157
internal_value=-1.6699e-05 0.00529329 0.00213148 0.0407533 -0.00132399 0.0024246 0.00469326 -0.000399665 0.00925697 -0.0174215 0.000259026 -0.0743587 0.00665907 0.00230081 -0.0010151 -0.0189299 -0.00211923 -9.36203e-05 -0.000534405 6.27258e-05 0.00617303 0.0322602 -0.0171187 -0.00769041 -0.0603266 -0.000431439 -0.00379325 0.00451292 -0.00181026 -0.000627327
internal_weight=121.571 19.2404 17.6653 1.57514 16.2242 14.5474 14.0055 12.0271 7.6737 4.35336 3.32184 1.03152 3.14122 7.14315 102.331 5.00604 4.20475 97.3245 96.769 96.3289 3.89116 1.83543 2.05572 0.987828 0.464351 95.4634 56.8258 38.6375 55.7691 54.8689
internal_count=4633 2022 1976 46 1947 1918 1904 1875 1346 529 416 113 316 1338 2611 284 224 2327 2316 2311 161 93 68 69 56 2290 1320 970 1299 1230
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=18 18 2 3 16 0 18 13 17 15 18 0 6 0 5 6 6 6 15 4 2 2 0 18 6 3 5 5 6 15
split_gain=0.0720527 0.582211 1.38891 0.492275 0.414384 0.375838 0.912943 0.531745 0.352861 0.534597 0.323957 0.573909 0.319389 0.510342 0.315648 0.284022 0.412598 0.272989 0.678394 0.698003 0.598443 0.570427 0.368263 0.318064 0.304002 0.430551 0.217691 0.871545 0.826237 0.374871
threshold=13.471502260950002 13.531614672700002 131.42729508740004 87.399085362750014 22.654947022900004 86.420486603250012 13.602243858600003 117.55820867010002 193.50449793755004 39.864684991950007 13.552878921100001 87.380266155850009 14.745344522600002 86.780739992750014 20.497141515850004 16.565387047600002 16.525386113000007 16.375382608200002 40.042228346200012 208.25848595475003 133.24279810655003 100.92170827030002 87.525442894850016 13.063922652800002 16.415383542800004 93.571785230250015 22.533652790000001 23.195398057700004 16.245379570700006 40.042228346200012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 -8 17 14 11 -7 -6 -14 -10 16 26 18 19 21 -21 23 -22 -5 25 -19 29 -28 -29 -12
right_child=1 4 -4 8 12 10 7 -9 9 -11 15 -13 13 -15 -16 -17 -18 24 -20 20 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.076763363216880653 0.045103828663023392 -0.1239900773789499 -0.11820244886088456 -0.04520732878256592 -0.023310867004140423 0.10362639363336407 -0.080619715973541617 0.031789403643746196 0.03769386708128248 0.071926767886869775 -0.0014464982689491321 -0.018798898780745487 0.0075758074554350286 0.10196028483300801 -0.04975397697121707 0.036062634605994792 -0.078673377053730995 0.064987968712677133 -0.079164663421368464 0.1035774812322508 0.047067667205285872 -0.13204502171260557 -0.039376168441150668 0.038093799512796671 -0.00061311753226981301 -0.0024654024080389223 -0.10153111144253053 -0.073101791482043085 0.055455155396849948 0.060028252563331233
leaf_weight=0.89079827858949912 0.86749457276891861 0.85454755523096482 1.303120224518352 1.3078219905237345 0.69448745064437334 0.79963449388742336 0.59324019196878941 1.4479504501214249 0.79373986460268431 1.7130554957402635 59.709571619668623 0.7347636102931574 1.1622016653418543 1.1297573270276187 0.85998245235532522 1.9566145694116119 0.70535089517943461 1.7953792214393609 1.4762652699719181 0.82251138299261617 0.94647485133464204 0.53658387608084002 1.0281958090490659 0.70570198564382725 29.762344828096957 2.0008415524152952 1.0572202786424889 0.78098052460700307 1.3892371868714688 1.0087030643917376
leaf_count=28 15 38 36 44 13 58 40 37 26 40 2752 9 34 36 17 37 10 16 38 15 63 75 34 13 929 28 46 47 18 41
internal_value=-2.00696e-05 -0.00188915 -0.0529365 0.00317023 -0.000392285 -0.00192636 -0.0372108 -0.000880552 0.00167176 0.032775 -0.000426928 0.0450017 0.0360984 0.0541 -0.00778149 -0.00147344 -0.00260944 -0.000921412 -0.0191551 -0.00258783 0.0319091 -0.0404271 0.00205703 -0.0160119 0.0027861 0.0294359 -0.00177042 -0.0270777 0.0091923 -0.000425228
internal_weight=120.835 76.1949 2.17061 44.6397 74.0243 71.0378 2.89574 2.04119 43.7489 3.36678 68.1421 1.5344 2.98645 2.29196 1.65372 66.6077 64.6511 40.3821 6.82356 5.34729 2.79718 2.55011 1.97467 2.01352 33.5586 3.79622 63.9457 3.22744 2.17022 60.7183
internal_count=4633 3267 51 1366 3216 3133 115 77 1338 83 3018 67 83 70 43 2951 2914 1255 282 244 112 132 97 57 973 44 2904 111 65 2793
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=7 7 17 4 17 12 12 12 4 18 18 18 7 16 16 0 18 9 17 9 5 10 0 13 2 18 8 19 17 18
split_gain=0.0696288 0.236023 0.219049 0.332525 0.510163 0.694247 0.733285 0.407173 0.354808 0.342804 0.236603 0.300086 0.649061 0.500308 0.31322 0.211147 0.209649 0.202052 0.528941 0.463114 0.360236 0.215104 0.196166 0.810236 0.202842 0.18989 0.184854 0.264412 0.156324 0.136995
threshold=22.721067571950005 22.747724408400003 188.27285108100003 194.12161462850003 189.44392401325004 146.06315430690003 171.52228777160002 113.06878671485002 158.55438663830003 13.453871405300001 14.693728290050002 13.037923179150001 22.626138143200006 20.719951547750004 19.079955382750004 89.576736448400013 13.015629076450002 195.13041324455003 177.73379099395004 186.16747084260001 20.452758643300005 66.52858489605002 85.732241321850012 117.66037007905001 188.61740261325005 11.939817493900003 8.3434888241000014 14.351157895250003 185.54770736950005 13.154691941050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -6 -7 8 -4 -8 11 12 16 14 29 -11 17 19 25 21 -21 26 23 -3 -25 -19 27 28 -1 -13
right_child=1 22 3 4 5 6 9 -9 -10 15 -12 13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013875245556708483 -0.052365871761167138 -0.10538822802357262 0.063472723379198764 0.071459264739305958 -0.12622246243567165 0.094314146895632167 -0.11263268731132503 0.10273508400909614 -0.015732023877991896 0.085433824430901695 0.071871917774694316 0.056722766359491472 0.094774469842211329 -0.10806937483194382 0.091322278908011478 -0.043593125720669916 0.043118274222742677 0.010261480804701954 0.092872081327486589 -0.0041560881492754848 -0.070890294302478271 0.091522719800532892 -9.0704063217354844e-05 0.087750080917122705 -0.0093623110334197287 -0.092822127119761344 0.033988432035934546 -0.042825766634124941 0.10097807258904029 -0.037852759833672936
leaf_weight=4.1347308142656001 0.89218854023783833 0.82615881627043453 1.0741319423541424 0.6826222872041402 0.53630404949944965 0.58383886504452653 0.44105872891259423 0.8552393615245818 1.1945687520492354 0.20730904639822256 0.4353314522340942 0.17568043641949715 0.72621310077374879 0.68209186173044134 0.27437868184642855 0.32670906059502158 0.94147454417543563 0.48129472043365129 0.68662033841246739 1.4326256401836874 1.8579033342030014 0.26601967093301926 94.807474951575387 0.37905885907821357 0.49720611510565504 0.28423182104597799 1.3048203712096436 1.5647483080974778 0.16385843970419944 1.194812948984463
leaf_count=536 17 98 39 31 18 17 42 19 32 8 38 70 17 15 12 37 15 12 24 11 40 7 3144 10 37 45 25 28 6 183
internal_value=-9.75098e-06 -0.00116814 0.00500299 0.0215511 -0.00362093 -0.028082 0.0056806 0.0439343 0.021768 -0.0473898 -0.000877918 -0.00283632 0.00274843 -0.0360634 -0.00620413 0.00649591 -0.00234601 -0.00586116 0.0291456 -0.0106011 -0.0418357 0.00322393 -0.000694845 -0.0343393 0.032647 -0.0280124 -5.29561e-05 -0.00762849 0.00518383 -0.0257293
internal_weight=119.911 97.4021 22.5086 5.90178 2.77784 2.09522 1.55892 3.12394 2.2687 0.975077 16.6068 16.1715 13.8445 2.32696 1.64487 0.534018 13.1183 12.1769 1.45215 10.7247 3.29053 7.43418 96.5099 1.70242 0.876265 0.765527 7.16816 5.86334 4.29859 1.37049
internal_count=4633 3306 1327 243 153 122 104 90 71 87 1084 1046 766 280 265 45 749 734 81 653 51 602 3289 145 47 57 595 570 542 253
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=8 16 7 18 8 5 4 18 17 18 8 14 16 7 9 13 16 3 19 6 2 6 15 15 2 5 6 16 5 9
split_gain=0.0662952 0.322387 0.260159 0.386945 0.529664 0.743516 1.01919 0.742539 1.15974 0.466181 0.548999 0.433303 0.772133 0.405246 0.271256 0.232555 0.35199 0.401194 0.275416 0.472348 0.428794 0.219681 0.320615 0.215604 0.199494 0.368294 0.255076 0.637424 0.337095 0.208316
threshold=8.4434108459500017 22.794946695500006 25.412871131150002 13.471502260950002 8.543332867800002 21.252944829650001 170.02009443710003 13.713893333650001 195.18216166535004 13.24088655595 8.543332867800002 257.84824695270004 22.624947093000003 23.164713644150002 218.19383831720003 117.61735474900001 22.624947093000003 93.733092718100025 14.451165964200003 16.425383776450001 168.12216079815002 16.585387514950003 23.757825964000002 23.180824130700003 54.465024697200008 20.452758643300005 16.425383776450001 22.614947116400003 22.458857822500004 201.65416293750005
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 6 -5 8 -6 11 -11 24 -13 -12 -9 18 17 -17 21 20 -20 -1 23 -23 -2 -26 -27 29 -29 -28
right_child=2 -3 -4 4 7 -7 -8 14 -10 10 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0013804367142269663 -0.034936510556407722 0.073665972506783958 0.03082688979725497 0.014517921831570069 -0.14380536998927285 -0.0043108564818786482 -0.10056906577777001 0.020150713367628855 0.0021341104886471052 0.066594319216102704 -0.0288456662372857 -0.11805218519056533 -0.0019386113747577292 0.026666075582220325 -0.030001027562464595 -0.092653120143987341 -0.0014794398877223988 -0.0079511069114315408 -0.050900186262587632 0.043186302012702349 0.024672777697075224 -0.10257326439216452 -0.12262649402224249 0.090448282970827146 0.058375269382787046 -0.039130506859913483 0.10287343653127644 -0.050113267296052921 0.0072548877701519108 0.016400629233031781
leaf_weight=62.097274499037667 1.3265590653754795 0.61768555361777444 2.123979324103856 1.0790696181356936 0.8580550171900535 3.6761107943020761 2.6821468411944807 7.0509403878013455 1.4902164607774464 2.1366118868172626 2.0208136420988012 0.91585771941754446 1.5284748432532067 3.765561300853733 1.2732090906647497 1.0800408781506114 5.2740677362016868 1.1595845589690723 1.3399316142313176 4.1902530412189662 1.7075533651368457 0.087632729765345085 0.34346040326909133 0.17038191897518118 1.1929469481110553 1.450386456097476 0.7902458421885965 1.3877455428009851 3.910518064716598 0.43027466761122923
leaf_count=3149 27 14 74 30 22 36 57 151 34 29 39 27 36 32 38 28 91 106 24 74 61 136 110 24 15 28 17 24 63 37
internal_value=-3.42366e-06 0.00170781 -0.00325467 -0.00511242 -0.0158065 -0.0362929 -0.0675513 -0.00152999 -0.051192 0.00417348 0.023275 -0.00752843 -0.0454448 0.00727935 0.0124798 0.00113393 -0.0155838 -0.048798 0.00293001 0.0214002 -0.00855548 0.000797879 -0.0593464 0.02489 0.00130778 0.0065555 -0.00120168 0.00723724 -0.00777124 0.0723889
internal_weight=119.158 78.0679 41.0897 38.9657 18.1097 7.43733 3.76122 10.6724 2.34827 20.856 7.92299 12.933 2.44433 5.78637 8.32415 77.4502 7.51369 2.23963 69.9365 7.23774 3.04748 62.6987 0.601475 0.258015 10.4887 9.16212 7.96917 6.51878 5.29826 1.22052
internal_count=4633 3817 816 742 368 123 87 245 56 374 100 274 63 71 189 3803 225 134 3578 159 85 3419 270 160 211 184 169 141 87 54
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=10 13 17 4 10 6 10 6 18 3 0 5 0 18 0 9 4 19 18 18 8 3 3 3 8 16 13 3 7 18
split_gain=0.0745097 0.689685 0.757514 0.326362 0.301758 0.328319 0.323625 0.6183 0.484855 0.554637 0.648023 0.648214 0.480404 0.370276 0.703556 0.340785 0.31558 0.451134 0.348268 0.341719 0.479979 0.383754 0.65096 0.432219 0.41944 0.297485 0.25409 0.239709 0.313134 0.230636
threshold=71.053259929650025 108.06526301150002 205.45998821870003 143.58239362595003 70.74946416085001 14.745344522600002 70.182199495350019 11.945279099550001 14.380989918050002 85.589753040950015 92.464140480550014 20.389142059250002 89.711159354950013 14.243842826850001 90.767723400200012 216.07042296730003 377.6847677435 14.351157895250003 14.122113655700002 13.988302431200003 8.4434108459500017 87.399085362750014 88.151853639250007 89.103567817450013 8.2435668022500028 22.694946929300002 107.92277473060001 92.913112988300014 23.883283491600004 13.829007611650001
decision_type=2 2 2 2 2 2 2 2 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 6 -6 8 -8 13 -10 11 -11 -13 16 -15 -9 18 25 19 21 -21 24 -23 -24 -1 -18 -5 -19 -29 -25
right_child=1 2 -4 26 5 -7 7 15 9 10 -12 12 -14 14 -16 -17 17 27 -20 20 -22 22 23 29 -26 -27 -28 28 -30 -31
leaf_value=-2.3213419835150677e-05 0.10430107818904258 -0.10567990206965505 0.024491322592401093 -0.0025669784660501708 0.0040543722883010667 0.080204287998445881 0.06152226392104642 -0.10754506213243145 -0.021297498156071393 -0.049515530725161461 0.076616380306790535 -0.031127828532203129 0.078648144337542344 0.035355151113903839 -0.088004972363693146 0.023876943427459687 -0.1143154588937893 0.078982788177996366 0.040981573578662833 -0.079883920495074923 0.00028856764640867045 -0.11180047392884107 0.075035074288526682 0.0020711521446620034 0.10415065243655575 0.016579459542033628 0.065995191703564646 0.042711537850294252 -0.10883511993412948 -0.021485468288956186
leaf_weight=0.79269724877667502 0.29491662979125877 1.3064161997172039 0.67962031206116069 31.263535703709298 1.2967654856474831 1.0049624146711265 0.41431288243620557 0.94842982319096314 1.9082882274524298 1.1597321715671571 2.6985217634355649 0.57143800817721047 1.318399019539356 0.72384645510464851 1.2796501946868373 0.24913726776139811 0.79125277806031025 0.33404737268574525 2.1395980558881993 1.262971863564416 1.8269346617162225 0.51330537727335368 0.78444907914672413 56.17917504174784 0.75426628161221743 0.22243855590932071 0.5500376841519018 0.29010510109219467 0.2572460895171389 4.4883048551710081
leaf_count=38 3 175 19 2078 41 10 19 91 34 39 60 33 45 30 24 14 112 17 33 36 27 24 18 1485 10 14 13 26 16 49
internal_value=-4.06335e-06 -0.00394814 -0.0611354 -0.000410884 0.00159279 0.0373024 0.000589309 -0.0437755 0.00147989 0.0254149 0.0409228 0.00933812 0.0454547 -0.0010429 -0.043436 -0.0802045 0.000159516 -0.0400968 0.00126931 -6.44616e-06 -0.0324812 0.00157347 0.000345286 0.00128203 0.0507697 -0.0855926 -0.00138158 0.0122276 -0.0285129 0.000328385
internal_weight=118.305 34.0945 1.98604 32.1085 84.2103 2.30173 81.9085 1.61188 80.2967 7.65638 5.74809 3.04957 1.88984 72.6403 2.0035 1.19757 70.6368 1.89509 68.7417 66.6021 3.08991 63.5122 61.9652 61.4519 1.54696 1.01369 31.8136 0.881399 0.547351 60.6675
internal_count=4633 2288 194 2094 2345 51 2294 124 2170 211 177 117 78 1959 54 105 1905 185 1720 1687 63 1624 1576 1552 48 126 2091 59 42 1534
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=9 5 18 17 7 5 15 18 12 7 8 16 15 0 7 10 7 9 3 3 14 8 5 0 4 7 2 5 10 10
split_gain=0.0641844 0.185162 0.189258 0.148934 0.180896 0.180137 0.110044 0.0931559 0.172012 0.170241 0.250838 0.177121 0.348388 0.164304 0.118958 0.195469 0.146342 0.286132 0.15184 0.237336 0.328377 0.431448 0.288772 0.463244 0.274076 0.217594 0.172916 0.229295 0.170674 0.357898
threshold=37.364870866050005 2.7155367820000005 16.435318745950003 195.44378352670003 24.314922763450003 18.160071980500003 5.1773271655500013 16.884724796650001 170.40138255105003 26.545218975000001 8.1436447804000007 17.684958644900004 20.937157557000003 100.69082235970002 26.756201080000004 80.538140213850014 26.366329164100005 208.34925031750001 73.913779380400015 81.075831839950027 272.02763708760006 8.1436447804000007 15.332427622700001 95.550490414250007 169.78554988275002 20.797746106000002 224.74008820395002 5.3654262215500008 75.629015667650023 75.424692849750016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -4 14 -9 13 11 12 -11 -10 16 -16 18 -18 26 20 24 -22 23 25 -20 -21 27 -2 29 -24
right_child=7 3 6 4 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 17 -19 19 22 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.080557333687072075 0.10321225191732485 -0.10212893016724725 0.069380854910306419 0.05522997171029264 -0.10066550878398715 0.041578102845818456 -0.10084006040253442 -0.10157592061338244 0.098609494442961659 0.022898097658571259 -0.086847084070026656 0.09305313002822807 -0.10122847886205283 0.018607487506956247 -0.076908377699025296 -0.0029070718572909884 0.066666361128685875 -0.012241300854443768 -0.10632942920889379 0.028461810998070537 -0.10124732625250527 0.051598519951978131 -0.00061532109116550814 0.060186426638448198 -0.0030071221556955022 -0.10414549746228255 0.085714312442450313 -0.10265983094526956 -0.030804337587530196 0.041605904517336624
leaf_weight=0.28785873169544973 0.08864475041627784 0.49427016887420905 0.054191031609661877 0.23467552356305532 0.10900621255859733 0.10591794922947884 0.12694621490118152 0.12028668381572005 0.46000492107123159 1.6825345092856885 0.26157301968487434 0.26717787282541383 0.26122295770619519 0.58087852847165777 0.53093433646426902 1.0892104673112042 0.94047584861982503 0.8986560135090258 0.27195997469243494 0.21378578245639746 0.87692811948363647 0.2339502046816051 96.166496350394368 1.7540853389364199 4.5856013109441847 0.29378586933307815 0.42236195993609726 0.13882685139151363 1.8003669688937396 2.0505046760663381
leaf_count=14 1 241 35 24 106 4 183 156 16 279 43 18 63 30 46 40 50 42 32 8 89 16 2637 41 219 66 15 54 33 32
internal_value=-5.48004e-06 -0.0211908 0.0301659 -0.0467093 0.0057843 -0.0767683 -0.0499149 0.000252576 0.0160113 0.0200371 0.00575469 0.0167103 0.00621664 0.0539633 -0.000257069 -0.0271579 0.000136507 0.0281097 -0.000335923 -0.000625242 -0.0200089 -0.0690581 0.000505882 0.0358411 -0.00879182 -0.0482922 0.047858 -0.0224323 -0.000293142 0.000266144
internal_weight=117.403 1.41287 0.468996 0.94387 0.343682 0.600188 0.181137 115.99 3.63368 3.51339 2.47251 2.21094 1.94376 1.04088 112.357 1.62014 110.736 1.83913 108.897 108.247 5.96844 1.11088 102.279 2.26166 4.85756 0.507572 0.649834 0.227472 100.017 98.217
internal_count=4633 607 232 375 130 245 218 4026 605 449 403 360 342 46 3421 86 3335 92 3243 3173 356 105 2817 115 251 74 70 55 2702 2669
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=16 16 9 16 17 15 13 7 16 9 17 5 9 7 7 6 19 15 15 15 3 13 18 6 7 15 0 3 0 9
split_gain=0.0693187 0.514038 0.778567 0.415222 0.410118 0.29474 0.306433 0.850106 0.347306 0.730202 0.520401 0.538638 0.297995 0.2984 0.362068 0.256003 0.379938 0.251592 0.600351 0.589291 0.423689 0.830439 0.416801 0.913513 0.380708 0.501128 0.364124 0.333026 0.251137 0.232743
threshold=18.634956423400002 18.369957043050004 187.45330412110005 18.304957195050005 172.68891404560003 31.445204138150004 108.64328150955002 23.445318439400001 15.954962690350003 191.61296531520003 236.15709471040003 18.331716563250001 73.466513400400018 22.375171215700004 22.673598830200003 14.355335410100002 12.250988447150002 31.264641197600003 31.028113015250003 32.145494189350011 86.26455603170001 109.58961877145002 13.934548574650002 16.165377701450002 24.872345000050004 28.579157549250002 92.168410086200012 88.151853639250007 90.321439350550008 194.57718764590001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 15 12 11 -11 13 -10 -15 -1 -17 18 20 -19 21 24 26 -24 25 -2 27 -22 29 -29
right_child=17 2 4 -5 -6 -7 7 -9 9 10 -12 -13 -14 14 -16 16 -18 19 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0036109601846903046 0.013812928959080754 0.094539658583909211 0.072925274068828955 0.085924662026157408 -0.10131019912694617 -0.10153361925985052 -0.11404772867177188 0.10469634657626799 -0.085848837171844036 -0.10516295008699 0.04494585004780547 0.044830757598339641 0.04321939029712589 0.096439123426889817 -0.1016864311037604 0.033013174321195542 -0.1256903053057816 -0.056965272770857125 0.10173190386093525 0.00054145582535207752 -0.11380196508933677 0.089372076784802468 -0.12019542764972085 0.020006332854743323 0.026355332777115093 -0.083350955208509214 0.084958175082410881 0.0044457873621275568 0.069082277118829985 -0.083603938281506834
leaf_weight=21.414201535363667 1.2994543481618133 0.28990744234761123 0.14978737734782033 0.54114160415519919 1.3771741518503402 0.29741209815983793 0.23230225166037044 0.75537289609201252 0.47342238026430949 1.8036602814536316 0.36015226534800593 0.2760583166964351 1.3290804840526105 0.27640775268082507 0.13843338893275359 0.25387154991449179 0.37172061017781743 1.8277859102236096 0.73609135672450143 71.037530751971644 0.26044225692749101 1.5502932118251918 0.94034697767347075 0.91885248618200421 3.8252335216384381 0.89737611380405713 0.51943564042448986 1.8575332984655695 0.49373438581824292 0.35807734541594971
leaf_count=1712 28 50 29 14 165 86 235 8 138 167 31 12 39 17 95 54 55 54 14 1257 6 16 30 27 38 51 7 177 9 12
internal_value=-8.76009e-06 -0.00412161 -0.0556951 -0.00083649 -0.0842186 -0.00251435 -0.0014506 0.0532475 -0.0034742 -0.0282864 -0.0660342 -0.085253 0.0132496 -0.0315931 0.0303242 0.00176886 -0.0612868 0.00143346 0.0138892 -0.000901068 0.00888484 0.0241035 -0.0126619 -0.050905 0.00730105 -0.0258772 0.00771555 -0.0057947 0.00458776 -0.00978443
internal_weight=116.862 30.3401 1.81687 28.5232 1.52696 27.9821 27.6847 0.987675 26.697 4.65721 2.43987 2.07972 2.21734 0.888264 0.414841 22.0398 0.625592 86.5222 13.6569 72.8653 12.9208 7.57236 5.34842 1.8592 6.02206 2.19683 3.48922 2.96979 2.70935 2.21561
internal_count=4633 2907 244 2663 194 2649 2563 243 2320 499 210 179 289 250 112 1821 109 1726 415 1311 401 133 268 57 117 79 211 204 198 189
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=15 6 0 12 7 7 2 16 12 9 9 9 17 13 16 16 3 16 0 0 5 0 15 5 15 2 16 16 19 5
split_gain=0.0662145 0.450354 0.65605 0.491017 0.382501 0.955311 0.715265 0.376543 0.325874 0.291241 0.546631 0.374504 0.474335 0.403517 0.26842 0.399061 0.774888 0.419127 0.615709 0.416367 0.213355 0.778696 0.870929 0.473857 0.336089 0.280313 0.262882 0.278179 0.543913 0.280962
threshold=37.408632939650005 15.205355270700002 86.904409066750006 367.09662155515008 23.109894804950002 23.913271136350005 190.3068252971 22.644947046300004 212.31925379130004 201.65416293750005 204.09084027260005 201.16241229375001 197.26918533450001 117.60660091645001 22.544947280100004 22.624947093000003 93.345954747300013 22.604947139800004 85.799452775150016 86.264556031700025 20.911722254300006 87.380266155850009 35.293770423450006 20.971847224900007 34.139075990150012 292.59177727695004 22.604947139800004 21.979948601300006 13.851117550450002 21.042547594650003
decision_type=2 2 2 2 2 2 2 2 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 3 9 8 -4 -6 -7 -8 -2 11 -11 12 14 -14 -3 17 -17 19 -19 -16 -1 23 24 -22 25 -23 27 28 -25 -29
right_child=1 2 4 -5 5 6 7 -9 -10 10 -12 -13 13 -15 15 16 -18 18 -20 -21 21 22 -24 26 -26 -27 -28 29 -30 -31
leaf_value=0.00058342757291199169 0.030769808813613339 0.03624084243658527 -0.010163374168208837 0.040298846683128983 0.096870684974415103 -0.055157629628807305 0.015678680907024595 0.1018003894543999 -0.10714323058752817 -0.075186129410397512 -0.0050266987615060566 0.047421118901259579 -0.095907945568766167 7.3720373540928921e-05 0.022310485833369573 0.067451623750693468 0.00085189930371715238 0.0065112238258102674 -0.094581533726825359 -0.032449057626795785 -0.1157126384744856 -0.081292170827981403 -0.13427555155406604 0.010073858967023045 0.096981895509072061 0.046149367083655718 -0.021104569685884242 -0.016358213920230409 -0.10791361512283322 0.044698672907440257
leaf_weight=61.297414581442808 0.20838508708402403 2.4140247893519797 1.6241053231060494 0.44966603702050623 2.1695680934935808 1.0826422069221737 1.5903563890606167 0.74573500361293543 0.96357567858649418 1.3800848115934048 5.685209387622308 1.8577043265104283 0.90132892536348552 0.85209772526286542 3.2268894633889449 2.1142482021823517 10.057621257932622 1.0639026028475203 1.3890873867785556 2.4373157732188702 0.35737198544666071 0.49566740157024403 1.0410824484424663 1.9864093403015188 0.24878318794071674 0.2647941230534343 3.3834020643262193 1.0039361640810964 0.48638091697284824 3.0232379604130983
leaf_count=2832 9 18 25 23 25 10 50 27 93 36 135 12 21 20 52 19 199 34 29 16 11 60 29 599 7 22 57 5 81 77
internal_value=-1.66112e-05 0.00314055 0.00520501 -0.0485362 0.0325545 0.0449694 0.0120322 0.0431707 -0.0826211 -0.000704457 -0.0187311 0.00413566 0.000847718 -0.0492646 0.00471804 0.000967404 0.0124202 -0.0162063 -0.0507359 -0.00125263 -0.0018277 -0.0138524 -0.070105 -0.00258984 -0.00391018 -0.0369168 0.00150056 0.0132671 -0.0131335 0.0294778
internal_weight=115.802 42.2135 40.5919 1.62163 7.21241 5.5883 3.41873 2.33609 1.17196 33.3795 7.06529 26.3142 24.4565 1.75343 22.7031 20.2891 12.1719 8.1172 2.45299 5.66421 73.5885 12.2911 2.05033 10.2407 1.00924 0.760462 9.88337 6.49996 2.47279 4.02717
internal_count=4633 853 728 125 137 112 87 77 102 591 171 420 408 41 367 349 218 131 63 68 3780 948 118 830 89 82 819 762 680 82
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=15 17 10 15 5 9 18 6 7 18 5 10 3 10 8 2 19 17 13 5 6 6 15 7 0 9 4 5 8 6
split_gain=0.0629761 0.159955 0.158861 0.121692 0.140703 0.2261 0.189061 0.105751 0.105379 0.10385 0.0946248 0.166084 0.413652 0.199827 0.205469 0.201166 0.154971 0.13574 0.153753 0.12821 0.105583 0.213915 0.36276 0.178311 0.27101 0.409387 0.189223 0.772838 0.466601 0.330751
threshold=11.870705757150002 187.63270803470002 89.89935142405001 12.38011581135 9.1899936892500005 31.965063082700002 16.115468395400004 5.0851188130000002 20.253927392100007 17.448621627850002 13.252098438300001 78.537927364800012 81.549000470900012 81.339300736700025 5.5456722124000004 206.22726210890002 12.851036860900001 243.29790314680005 98.050756475600011 11.926356180100003 13.665319288000001 13.775321858200002 28.579157549250002 26.417313068900004 97.722764583650005 205.73475031020004 309.25865594525004 21.363989181350004 8.543332867800002 16.265380038000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 9 5 6 -5 -8 -1 -2 11 12 -6 16 -15 17 -13 18 -16 -14 -12 22 -22 24 26 -26 -23 28 -28 -29
right_child=3 2 -4 4 10 -7 7 -9 -10 -11 20 13 19 14 15 -17 -18 -19 -20 -21 21 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.065607532172680047 -0.012438346064619851 0.050705027671650763 -0.10039524994147153 0.055775195363620814 -0.093448526912274676 -0.072646657589890862 -0.10111286481860589 0.10107655985730205 -0.1054408547897776 0.081133651488168479 -0.0091821917356953824 0.093320466116131803 -0.013105106069013196 0.072487420782814255 -0.1019941984690961 -0.1017423251177338 0.011965136076496066 0.07690574792744298 0.010564247477038637 0.070686414343140033 0.069060976473376473 0.0018413574043042694 -0.0030191624298221633 0.047749911316089744 0.027025774581999597 -0.086899832408782407 -0.10819756213289877 0.030601118171412846 0.024884326597507701 -0.013938625842115525
leaf_weight=0.041503926418953507 0.18249687686511507 0.28489329084072779 0.092065955344878603 0.36377809287659946 0.42654964610119284 0.6733004353573051 0.15685195690457476 0.030977189540863037 0.27247567578433518 0.33880507357389433 11.716242214723023 0.66235095448792003 0.35127320763422176 0.36261696252040554 0.15683529542548036 0.21234415853541577 0.36216928157955408 0.20979911595350131 0.53648988902568817 0.38031561765819788 1.2212542807683342 82.601694820363036 1.6302652265876529 0.77724229934392397 0.50052005518227705 0.85292529175058007 1.1790094343014041 2.3804036879628256 0.33926678530406196 5.5652477916237331
leaf_count=13 34 47 184 98 52 284 128 1 260 46 646 27 28 28 88 54 40 9 2 13 45 1914 13 39 14 36 88 110 20 272
internal_value=-1.11559e-05 -0.0301106 0.0138013 0.000170999 -5.01133e-05 -0.0337592 0.0137074 -0.0677673 -0.0828305 0.0483761 0.000317159 0.0161307 -0.0151802 0.0306206 0.00709489 -0.0141629 0.0645612 0.00642888 -0.0148973 0.0304538 -0.000215088 0.000867479 0.0278515 5.06172e-05 -0.000346239 -0.0447688 0.000306812 -0.0130868 -0.0784597 -0.000595155
internal_weight=114.862 0.690939 0.376959 114.171 113.65 1.22491 0.551607 0.187829 0.31398 0.521302 112.425 3.66074 1.15814 2.50261 1.47809 1.11547 1.02452 0.903124 0.693325 0.731589 108.764 97.0478 2.85152 94.1963 93.4191 1.35345 92.0656 9.46393 1.51828 7.94565
internal_count=4633 504 231 4129 4049 511 227 129 273 80 3538 341 93 248 181 153 67 99 90 41 3197 2551 58 2493 2454 50 2404 490 108 382
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=8 7 18 6 8 7 3 16 13 3 6 10 19 7 6 12 0 17 8 17 7 12 10 13 10 5 3 0 9 6
split_gain=0.0609277 0.156568 0.16323 0.11513 0.178829 0.149655 0.140567 0.0783003 0.0985566 0.23432 0.134884 0.421502 0.440349 0.230659 0.129813 0.0885014 0.334102 0.213468 0.598058 0.400683 0.162559 0.160212 0.148226 0.753892 0.444226 1.08086 1.05116 0.813369 0.686897 0.412531
threshold=9.5425530862500008 21.698399695800003 11.634276750250001 17.755414852450006 8.543332867800002 21.306175688000003 102.20711274525001 22.764946765650006 117.76521994615001 94.297668925450012 16.625388449550005 64.730006406800015 14.351157895250003 19.052023743050004 16.585387514950003 91.208648993800026 89.576736448400013 183.32030055335002 8.2435668022500028 194.75204781875001 23.781511574300001 94.177001085000015 71.053259929650025 108.06526301150002 69.545034918450014 19.841254985200006 85.589753040950015 94.625660817400004 206.50942114985003 13.915325129350002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 8 10 -10 14 12 13 -12 15 16 -1 20 -19 -20 -18 -17 24 -24 -23 26 27 -26 -29 -25
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 21 17 18 19 -21 -22 22 23 29 25 -27 -28 28 -30 -31
leaf_value=-0.074813776547579869 0.027273850641568731 0.049067729590252865 -0.068438002817273316 0.10119226889409601 0.014563967412157229 -0.090389506755099783 -0.10028961964698775 0.021623170865127241 -0.087823437919890973 -0.0028102901676724714 0.044291469440401458 -0.10790158575047382 0.10183645924658394 -0.11049923137284834 -0.033548170658037155 0.034436292682388479 0.038935964892704317 -0.11094754013059903 -0.034558136711997721 0.038508551401174825 -0.0033991449539561925 0.00011794551243305848 -0.0022133924898926293 0.04928629270737353 -0.077055155293209887 -0.070802728267437706 0.095831001939065158 0.082776091249579187 -0.012473159501936714 -0.10654768896295484
leaf_weight=0.72387832108620198 0.40900525450706371 0.83691671487758867 0.31573435437667285 0.13766076974570651 0.18922846764326096 0.481739446753636 0.046263727337645832 1.648971514776348 0.43177386652678151 1.3015480768517589 0.19883299338107352 0.18401361457472365 0.71844171400880441 0.18662405033251162 1.1642641905600601 1.4010669297495031 1.469614699482918 0.61439263113697995 1.7277223027776929 1.3269428070634601 2.3692313288624973 62.153723381400141 25.909970819892127 0.20244892267510195 0.83607310062507112 0.9847356933642003 2.2837670964509016 1.489509761129739 1.5398325407877562 1.0558322865690568
leaf_count=23 11 29 47 5 6 58 142 33 10 71 27 12 16 117 30 31 18 78 42 17 40 1406 1970 9 33 117 42 42 22 129
internal_value=-1.42117e-05 0.0196026 -0.0144232 -0.000285849 -0.0368442 -0.0607902 0.0505122 -6.60855e-06 -0.000330047 -0.0239872 4.77419e-05 0.0322172 0.0555743 -0.0306525 -0.000338555 2.59018e-05 -0.0099325 -0.00367693 -0.0209246 -0.00281806 0.0128079 0.000863608 0.000375949 -0.00588435 0.00283066 0.026465 0.0420416 0.0102616 0.0343603 -0.0814751
internal_weight=114.34 1.56166 0.72474 112.778 0.854892 0.670968 0.183924 111.923 110.274 1.73332 108.541 1.28791 1.1039 0.385457 107.253 106.089 8.23178 7.5079 3.66906 3.05467 3.83885 97.857 96.4559 27.1683 69.2876 7.13392 6.14918 3.86542 3.02934 1.25828
internal_count=4633 87 58 4546 211 64 147 4335 4302 81 4221 172 160 144 4049 4019 218 195 137 59 58 3801 3770 2108 1662 256 139 97 64 138
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=5 10 12 17 8 17 5 5 10 13 15 10 19 3 13 10 12 16 16 9 16 17 16 0 3 9 3 18 10 13
split_gain=0.0577511 0.23476 0.287325 0.2224 0.207799 0.176204 0.17177 0.144319 0.20867 0.301147 0.126428 0.14036 0.127992 0.102376 0.255601 0.102024 0.230754 0.0706807 0.571612 0.80147 0.353263 0.28279 0.22718 0.365488 0.468318 0.666735 0.307953 0.217858 0.290628 0.189488
threshold=12.306951632950001 82.299080289250014 221.15890037120002 194.75204781875001 7.1444245619500011 182.37451917730002 10.098719381700002 13.252098438300001 81.339300736700025 101.03763345850001 18.019770707250004 90.937096262400004 11.050891619700002 69.864961436000016 92.146902421150017 71.830224329350003 195.51336019310003 18.594956516900002 18.369957043050004 187.45330412110005 18.304957195050005 208.00356650210003 18.834955955700003 94.047642319350018 83.511574906150017 198.73585755510001 85.850533479600017 16.622853636350005 77.852370541550016 108.49810477050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 10 8 9 -2 11 13 -13 -3 -15 -5 -17 18 20 -20 21 29 23 26 -25 -26 -19 -23 -29 -9
right_child=7 4 -4 15 -6 -7 -8 17 -10 -11 -12 12 -14 14 -16 16 -18 22 19 -21 -22 27 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.010903874809915583 0.084343735622254903 0.064151831695404379 -0.10348124036692435 0.10171693656309698 -0.10126476527083504 -0.1021598233080578 0.067676415075424101 -0.0030493503468856731 -0.01738897702409278 -0.015431511983520727 -0.075794060320212242 -0.10053769816696778 0.056109528721997759 -0.10151386138425314 0.063844761871138772 -0.10398146810795537 0.086239276173160795 0.10138815801399048 0.091758817837799711 -0.11344201675160373 0.080646923156136488 -0.10277540281556884 -0.00011132849416633055 0.027222614367184234 0.051645094651257065 -0.1075893846889229 0.015536189815040322 0.041007813893395362 -0.10189762950162187 0.037789844619326246
leaf_weight=0.24481244679191083 0.87635056156432189 0.45967037844093261 0.50981775635591475 0.17458292783703655 0.15441637517324114 0.31544424535786675 0.52645602968550509 19.533141895992017 0.70283818750976923 0.46197138854768127 0.18856742776915769 0.172979061051592 0.074678567154478515 0.16154535786336055 0.22185162879759446 0.1135967470909236 0.14539783453801647 0.86496399249881395 0.23783943288071785 0.9530576569159166 0.51325593472938535 0.4858623111504119 79.153255114120839 2.5765088275074963 0.41268250509165205 0.72475136024877429 0.80821811545592936 0.37734982272377238 0.22847899866610533 1.2062938131334693
leaf_count=25 52 89 142 3 237 119 50 875 32 28 100 318 26 86 22 40 10 21 49 180 13 63 1570 16 8 55 50 22 50 282
internal_value=-1.06782e-05 -0.0127245 -0.0424485 -0.0111399 0.0100769 -0.052755 0.0195981 0.000389247 0.0267319 0.0499026 -0.000187104 0.012884 -0.0533024 0.0323268 -0.00582954 0.0426339 0.00280719 -0.000108271 -0.00495511 -0.0724604 -0.00135726 -0.0032852 0.00124105 0.0211115 0.0036287 -0.0498161 0.059918 -0.0528921 -0.0128868 -0.000673969
internal_weight=113.581 3.46382 1.50365 0.993834 1.96016 0.560257 1.80575 110.117 2.04116 1.33832 1.27929 1.09072 0.247658 0.843067 0.383397 0.433578 0.258995 108.076 23.5353 1.1909 22.3444 21.8311 84.5404 5.38712 3.71394 1.13743 1.67318 1.09169 0.605829 20.7394
internal_count=4633 1267 339 197 928 144 691 3366 112 80 641 541 344 197 108 53 50 3254 1534 229 1305 1292 1720 150 79 63 71 135 72 1157
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=2 12 12 18 14 13 18 6 18 16 9 17 16 16 16 9 2 10 12 2 7 15 6 17 15 4 6 8 19 12
split_gain=0.0590155 0.624654 0.322321 0.288181 0.400602 0.439569 0.335857 0.261189 0.67606 0.331033 0.329281 0.530859 0.500084 0.695593 0.373428 0.352417 0.276278 0.507574 0.371005 0.244613 0.396579 0.363656 0.506329 0.292442 0.385546 0.31212 0.226493 0.211252 0.177306 0.166677
threshold=189.32640726775003 212.31925379130004 217.54417277160005 13.258241318650002 287.72700792685004 117.58509325145 13.328768336950002 16.515385879350003 13.744231039150002 22.694946929300002 205.93480238635001 209.54662559615002 22.604947139800004 15.614963485400002 14.504966081100003 204.68881850780005 207.58106365020004 63.452988794850008 362.74080173280009 231.02502004595001 23.567644028800004 26.384523135650003 15.975373262050001 196.01244718945003 38.567335632300008 304.16392219750009 16.475384944750001 1.3489472949000001 13.751109481500002 243.44243106745003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -5 9 -9 10 15 12 13 14 -12 19 -13 -18 28 20 26 27 -23 -22 25 -25 -8 -21 -19 -27
right_child=2 -3 3 6 5 -7 7 8 -10 -11 11 16 -14 -15 -16 -17 17 18 -20 21 23 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.00052053895609121441 0.036174398703998877 -0.090449371118184477 -0.11719602301280163 0.053522377990579087 0.0057335185226345294 -0.09384134041988007 -0.037730121553869352 -0.10453810558466954 0.022428633037898053 0.078156778524380036 -0.07353833644580697 0.087760292491496028 0.00049673463175557611 -0.11448858076287959 0.082792420553685797 0.072659634562655326 0.081656299647678648 -0.016947285885436349 0.063625146901941182 -0.071313115502128252 0.081831850965002825 -0.11349925560325996 -0.010886911034462503 0.081900462775104835 -0.021777069377606588 -0.038275890217742303 0.022947814534266205 0.023445931885493751 -0.11367848796133978 0.038635601910319194
leaf_weight=83.313165185300477 2.7926655687197153 0.77962718915477935 0.43112333738099851 1.3118039525288647 2.2715683289891335 0.55083400142029848 1.5269145993806961 0.78115596386487485 0.90552463177846221 0.59379791282117267 0.27513416963301951 0.49274147045798633 1.5937046495382672 1.3682674734991449 0.34364356892183423 0.86247571581043381 0.53010606579482544 0.32541988934826782 0.2653988470119657 0.25879570583310885 1.0606544544789356 0.64824736985974629 1.8624962932481137 1.2048659948632128 1.2929331285413352 0.44973190016571585 1.0302289440733146 2.587655017009638 0.45365113921434386 0.75445237345411442
leaf_count=2834 165 16 14 13 143 47 37 35 41 27 37 22 35 137 16 33 18 72 48 291 57 66 50 17 28 52 10 242 20 10
internal_value=-1.579e-05 -0.00135427 0.00388891 0.000425553 -0.0274142 -0.0137 0.00440177 0.00140025 -0.0363737 0.0046211 0.00234538 -0.0179373 -0.0412319 -0.0747003 0.0132813 0.0108064 0.0224108 0.00196064 -0.0384878 0.00659825 0.0184819 -0.009639 -0.0373803 0.0355376 0.0222739 0.045916 -0.013284 0.0148306 -0.0732736 0.00991113
internal_weight=112.919 84.0928 28.826 26.0333 3.25353 2.8224 22.7798 21.468 1.68668 19.7813 19.1875 5.64807 3.58075 1.98705 0.618778 13.5395 2.06732 1.57458 1.04447 12.677 7.31978 5.35719 2.51074 4.76264 3.70198 2.40905 2.55714 2.84645 0.779071 1.20418
internal_count=4633 2850 1783 1618 204 190 1414 1401 76 1325 1298 405 225 190 53 893 180 158 140 860 211 649 116 164 107 79 47 533 92 62
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=15 6 0 12 7 7 2 16 4 6 8 4 7 16 4 8 16 16 3 7 15 7 16 3 5 0 15 5 15 6
split_gain=0.0633043 0.348031 0.538971 0.374268 0.341571 0.840659 0.580218 0.327199 0.311698 0.283454 0.389011 0.189142 0.556943 0.294466 0.353808 0.200294 0.340105 0.280363 0.600042 0.388016 0.251665 0.249705 0.194977 0.277944 0.185979 0.654406 0.707422 0.418417 0.247283 0.231176
threshold=37.408632939650005 15.205355270700002 86.904409066750006 367.09662155515008 23.109894804950002 23.913271136350005 190.3068252971 22.644947046300004 274.81987900165007 16.355382140900002 8.3434888241000014 286.34948838025008 23.050081659550006 22.594947163200004 292.86872700255009 8.2435668022500028 22.644947046300004 22.644947046300004 93.636308225400015 23.109894804950002 40.726271367500011 22.870118039000001 22.624947093000003 93.077108934250006 20.911722254300006 87.380266155850009 35.293770423450006 20.971847224900007 32.145494189350011 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 9 8 -4 -6 -7 -8 -2 10 -3 15 -13 -14 -15 16 -11 19 -19 21 -21 -17 23 -16 -1 27 28 -26 -27 -29
right_child=1 2 4 -5 5 6 7 -9 -10 11 -12 12 13 14 22 17 -18 18 -20 20 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.00046684660001065003 0.036057663590577965 -0.1172945420842926 -0.0094157883090110108 0.034636563619190812 0.095106145145640683 -0.04790569391896865 0.016301813693112718 0.10159062819790812 -0.10430726835881904 0.058230443744456621 -0.005654958563170628 -0.093818140925055665 0.018986925071210175 -0.076474884331655626 0.0094457321560364512 -0.007471221690641525 -0.0010300939230104519 0.074207813959687077 0.0024891766520349656 -0.010527817927041039 0.02775757996248095 -0.054291583033338586 0.0088760885968197541 -0.081927590159243377 -0.11413025397944604 -0.032906740764683751 -0.12662766621242832 0.030949743188378422 0.089624111986379262 -0.0071741851322451146
leaf_weight=59.330865092300655 0.19540411746129283 0.48206558318633941 1.6279465425759543 0.41830394486896683 1.9407400414347646 1.0815065503120425 1.4941017245873811 0.64355438854545344 0.8310005130697391 1.8445800282061164 0.88537754337812657 0.73922005430904292 3.47976589319296 0.88009647862054396 0.64346447214484193 2.3590587190992682 2.0389968658855651 1.4919369276612986 5.3495692627911922 3.6420651637017727 3.2482272378401831 2.202665359742241 2.7127219836693257 0.68975569098256528 0.32780639117117871 0.70664620328170602 0.97242963776807301 2.0078351344104686 0.21475895098410547 7.6531285813003933
leaf_count=2832 8 26 25 23 25 10 50 27 94 22 38 84 31 12 7 49 26 19 108 19 24 28 59 39 11 80 29 226 9 593
internal_value=-1.9034e-05 0.00311531 0.0048795 -0.0450921 0.0305212 0.0431213 0.0117811 0.0419785 -0.077585 -0.000444886 -0.0450113 0.00150077 -0.0106004 -0.00328212 -0.019013 0.00649086 0.0271168 0.00211212 0.018129 -0.00745644 0.00752072 -0.0300788 -0.0065136 -0.0378272 -0.00182015 -0.0132393 -0.0671349 -0.00302095 -0.00434754 0.000749099
internal_weight=112.136 40.9221 39.4774 1.44471 6.78785 5.1599 3.21916 2.13766 1.0264 32.6896 1.36744 31.3221 9.14502 8.4058 4.92604 22.1771 3.88358 18.2935 6.84151 11.452 6.89029 4.56172 4.04594 1.33322 71.2135 11.8826 1.89383 9.98877 0.921405 9.66096
internal_count=4633 853 728 125 137 112 87 77 102 591 64 527 232 148 117 295 48 247 127 120 43 77 105 46 3780 948 118 830 89 819
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=7 7 0 13 17 4 17 12 12 12 18 4 18 18 7 16 16 9 17 9 5 17 18 3 2 18 0 8 19 12
split_gain=0.0608967 0.211541 0.1799 0.674442 0.17317 0.334182 0.442556 0.547742 0.558736 0.345248 0.293395 0.278549 0.216738 0.212414 0.570655 0.418837 0.243139 0.17046 0.428587 0.288108 0.209078 0.302528 0.173224 0.17518 0.168945 0.162856 0.155486 0.135468 0.208853 0.141164
threshold=22.721067571950005 22.747724408400003 85.732241321850012 117.66037007905001 188.27285108100003 194.12161462850003 189.44392401325004 146.06315430690003 171.52228777160002 113.06878671485002 13.453871405300001 158.55438663830003 14.693728290050002 13.037923179150001 22.626138143200006 20.719951547750004 19.079955382750004 195.13041324455003 177.73379099395004 186.16747084260001 20.452758643300005 185.88129754265003 13.015629076450002 89.993447458600016 188.61740261325005 11.939817493900003 89.576736448400013 8.3434888241000014 14.351157895250003 96.720516239650024
decision_type=2 2 2 2 2 2 2 2 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 12 9 -7 -8 -9 11 -10 -6 13 14 17 16 -15 19 25 22 -21 -22 23 -1 -5 -19 -12 28 29 -25
right_child=1 2 -4 24 5 6 7 8 10 -11 26 -13 -14 15 -16 -17 -18 18 -20 20 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.079017883445046885 -0.050995526379137152 -0.10462795693626864 -7.9614550831260555e-05 0.083759525731897322 0.062043970638161874 0.067102557762319201 -0.1237552890187093 0.09156232749418082 -0.1098636464212123 0.10247441251136108 0.079273115026700966 -0.01129225251262748 0.0728341997912164 -0.020927677604975759 0.094099422912134939 -0.1020043667646178 0.090476922903847748 0.012638366883063468 0.091931807145309671 -0.0050400367604498363 -0.091760235848032223 -0.012352828891613791 0.086517613495902146 -0.10658209915749979 -0.010103370186109953 -0.088313515900508135 -0.039246383770793807 0.028898771052963925 -0.039117443340350416 0.0073237175959625384
leaf_weight=0.28528390871360354 0.84295879840647003 0.72304539618198649 88.203948248389452 0.3292659786529839 0.97389968298375595 0.60335869545815546 0.47645163437846338 0.45093820180045419 0.39066620043968214 0.74255150742828835 0.18369246257134364 1.10620404954534 0.3939450798789047 1.2203088865944676 0.64507349528139535 0.60594483363092866 0.23337134532630432 0.47208822565153308 0.62395792437018827 1.8763802237808707 0.95780536697566254 0.96132818507612683 0.25246615055948485 0.11185721123547399 0.45917945395922288 0.24156964864232577 0.27852727206482086 1.2444339311914516 1.5276727915043009 3.9814569874397421
leaf_count=14 17 98 3144 10 39 31 18 17 42 19 8 32 38 253 17 15 12 12 24 13 28 14 11 57 37 45 37 25 28 478
internal_value=-1.26616e-05 -0.0011343 -0.000665807 -0.0348734 0.00486103 0.0206575 -0.0069125 -0.0319972 0.00153366 0.0439393 -0.0460663 0.0230436 -0.000399037 -0.00229195 0.00237463 -0.0321576 -0.00304297 -0.0023452 0.0313948 -0.00637524 -0.0287762 -0.0519837 0.00510948 0.00223525 0.0290951 -0.0215333 0.00785489 -0.000955361 -0.00756479 0.00421104
internal_weight=111.4 90.5584 89.7154 1.51149 20.8412 5.20629 2.38363 1.78028 1.30382 2.82266 0.852886 2.0801 15.6349 15.241 13.1814 2.05963 1.45368 12.5363 1.33762 11.1987 3.79551 1.91913 7.40317 7.1507 0.788445 0.713658 0.46222 6.86542 5.62099 4.09331
internal_count=4633 3306 3289 145 1327 243 153 122 104 90 87 71 1084 1046 766 280 265 749 81 668 55 42 613 602 47 57 45 588 563 535
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=5 10 12 17 17 8 17 5 5 18 15 7 5 15 0 13 17 18 19 16 4 9 12 17 8 15 5 9 7 7
split_gain=0.0581468 0.211241 0.242171 0.185406 0.184342 0.182126 0.158986 0.140489 0.135878 0.114749 0.240198 0.17176 0.0946252 0.120355 0.0847966 0.0715706 0.254451 0.152867 0.254389 0.295601 0.129047 0.0855965 0.350307 0.145546 0.118739 0.190069 0.237604 0.255146 0.149726 0.210415
threshold=12.306951632950001 82.299080289250014 221.15890037120002 194.75204781875001 198.14651800945003 7.1444245619500011 182.37451917730002 12.901187908600003 10.098719381700002 16.161386252450004 12.38011581135 21.946499523750003 4.9923198389000012 6.8054746905500005 113.32926403090002 95.811270852950017 177.30738098725001 17.108018746400003 12.150980378200002 17.614958808600004 342.02920059975003 66.544071737050004 154.32008656120004 166.68115439205005 5.1459841250500009 19.198394745150004 30.922794813800003 74.737174262250008 21.115414688150004 22.093462376800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 -1 -2 9 -3 12 -12 13 14 -11 16 20 21 -19 -20 -9 22 -17 -24 25 -23 27 -27 -26 -30
right_child=7 5 -4 4 -6 -7 -8 15 -10 10 11 -13 -14 -15 -16 17 -18 18 19 -21 -22 24 23 -25 28 26 -28 -29 29 -31
leaf_value=0.0086647041294839796 0.047949381484311042 0.051233975081514983 -0.10304657794093848 0.098978147321680032 -0.041797004306204505 -0.10114359661539177 -0.10192421730365704 -0.061098378659289868 0.062107703640870274 0.097120213171808675 0.08733245400900011 -0.10081771641596216 0.070423671880548169 -0.10067567617373839 -0.10040270143694092 -0.10576598777544872 -0.10330447341560359 0.086369074935215187 -0.10297904601883841 0.076985176479544837 0.064653838063606098 -0.10695362070833125 -0.030327711930249569 0.044807323959971529 0.040856148123488964 0.036607180179588153 -0.11098316325136917 -0.10101391394414183 -0.030363190576906098 0.00027987248725506683
leaf_weight=0.23712763771618417 0.61743190175911777 0.31821546772698617 0.45146733015280915 0.22071142568165669 0.16078033532539848 0.13917490244534736 0.28774362674084841 0.12286263387750196 0.49231344767758844 0.08921048219781369 0.056252388749271631 0.3529326508351005 0.25851833946398983 0.09866898252403189 0.028734812751281424 0.20121916042989996 0.28739810488241346 0.52325219137128343 0.20300987811060622 0.16582413204014301 0.24301524677139241 0.25914094258337073 0.3064578839985187 1.6244539051403988 0.886722583687514 0.71398106150445506 0.19649163276380932 0.16604571109110111 2.2928838250663821 98.745874879708936
leaf_count=25 60 54 142 12 41 237 119 38 50 9 3 256 47 185 87 37 81 19 32 12 23 107 35 88 67 141 79 258 71 2218
internal_value=-9.15399e-06 -0.0133104 -0.0432087 -0.0134029 0.0396482 0.00882508 -0.0519621 0.000385575 0.0178553 -0.000261472 -0.0187917 -0.0749519 0.0295735 -0.0191792 0.048998 0.000110956 -0.0328871 0.000313776 0.0415353 -0.0220689 0.022426 -3.51374e-05 0.0197976 0.0328825 -0.000444643 -0.0300671 -0.0115589 0.0106405 -5.64623e-05 -0.000415514
internal_weight=110.748 3.19185 1.35783 0.906363 0.381492 1.83402 0.524871 107.556 1.69485 1.20253 0.884318 0.409185 0.475133 0.216614 0.117945 106.939 0.653276 106.285 0.892086 0.368834 0.365878 105.393 2.13213 1.93091 103.261 1.33566 1.07652 0.880027 101.925 101.039
internal_count=4633 1267 339 197 53 928 144 3366 691 641 587 259 328 281 96 3306 142 3164 63 44 61 3101 160 123 2941 585 478 399 2356 2289
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=15 6 0 12 7 7 2 17 4 6 5 4 16 9 17 9 19 17 7 4 8 16 16 7 3 18 15 5 0 15
split_gain=0.0591621 0.305318 0.461005 0.331567 0.280921 0.774212 0.51082 0.29495 0.27106 0.232993 0.363927 0.154809 0.246717 0.35605 0.429816 0.199639 0.234073 0.424464 0.196418 0.171875 0.235651 0.286811 0.262257 0.397527 0.31703 0.283334 0.214295 0.143721 0.572724 0.587959
threshold=37.408632939650005 15.205355270700002 86.904409066750006 367.09662155515008 23.109894804950002 23.913271136350005 229.44804549725004 203.09927826650002 274.81987900165007 16.355382140900002 22.627560662300002 286.34948838025008 22.594947163200004 200.84251237905002 192.80507188075003 201.65416293750005 14.551174033150001 193.44542285585001 23.299327580650004 277.39959974210007 8.2435668022500028 22.644947046300004 22.664946999500003 23.131311951800004 93.862138708350017 13.154691941050002 40.957632625650007 20.911722254300006 87.380266155850009 35.293770423450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 3 9 8 -4 -6 -7 -8 -2 10 -3 19 18 14 -14 -15 17 -17 -13 20 21 -11 23 25 -24 26 -22 -1 -29 -30
right_child=1 2 4 -5 5 6 7 -9 -10 11 -12 12 13 15 -16 16 -18 -19 -20 -21 22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00025017261295088791 0.031509125423040858 0.020612561498151424 -0.0076147113744047621 0.031613664469212453 0.093208417700462093 -0.027358331135238601 0.00039895912412307185 0.090407168920800446 -0.10206202138496312 0.054984624090696724 -0.085994795842668628 0.031489355943185804 -0.11241934628513217 0.025570803774394735 -0.017102013588657438 0.0019011928405490309 0.017514604009399647 -0.11726434413540601 -0.015190432236127023 0.03053580648818275 0.012067540995008338 -0.00048997121513840011 0.060861989079080664 0.006150762428960295 0.0017311132726940061 -0.063740542691667582 -0.04191964380141032 -0.0024016469656885022 -0.0043217531371050619 -0.11861488435464476
leaf_weight=58.814644942964605 0.18940939614549168 0.55018351646140462 1.5939072770997871 0.41252900811377913 1.7896492406725881 1.6587073924019935 0.62109157862141706 0.87976843537762761 0.7677811101275438 1.74484458938242 0.76608235539242742 2.0116555353633871 0.81931200596591214 1.3836491964757445 1.1195051846152635 0.66459413078700913 0.82073195464909066 0.54323723609559238 1.6332720745995173 2.5433275280956869 1.546211185981518 2.0005454306956381 1.2191579248756159 5.8268650949466974 3.5380594472808298 1.824928760906914 1.4018294528941622 9.8086261663790975 0.86605683832021785 0.93713675033359323
leaf_count=2832 8 18 25 23 25 32 23 32 94 22 46 28 68 9 33 13 10 52 19 30 20 25 16 35 81 35 31 830 89 29
internal_value=-1.44652e-05 0.00306361 0.00471416 -0.0433312 0.0288973 0.0406561 0.0108894 0.0531596 -0.0756309 -0.000237139 -0.0414342 0.00153255 -0.00949312 -0.023161 -0.0573815 -0.00371695 -0.0236936 -0.051695 0.0105724 0.0061148 0.00286335 0.0253537 -0.00262175 -0.0113764 0.0168849 -0.0327736 -0.013604 -0.00175707 -0.0119239 -0.063721
internal_weight=110.297 39.8708 38.5011 1.36972 6.54312 4.94922 3.15957 1.50086 0.957191 31.958 1.31627 30.6417 8.99596 5.35103 1.93882 3.41221 2.02856 1.20783 3.64493 21.6458 19.1024 3.74539 15.3571 10.5998 4.75722 4.77297 2.94804 70.4265 11.6118 1.80319
internal_count=4633 853 728 125 137 112 87 55 102 591 64 527 232 185 101 84 75 65 47 295 265 47 218 121 97 86 51 3780 948 118
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=16 16 9 16 19 18 13 4 10 4 5 19 16 6 8 15 0 6 15 17 8 16 0 3 9 3 7 19 17 0
split_gain=0.0556035 0.513988 0.703139 0.297198 0.262753 0.624739 0.893252 0.661601 0.313316 0.271833 0.389417 0.25908 0.243183 0.66848 0.505997 0.389338 0.260911 0.219387 0.271872 0.210753 0.20417 0.180049 0.370364 0.392355 0.568419 0.261143 0.178742 0.41403 0.3617 0.224907
threshold=18.594956516900002 18.369957043050004 187.45330412110005 18.304957195050005 12.651020723000002 14.804191144800003 104.19926021995002 168.18037996940004 67.254468591300011 309.31594811510007 12.306951632950001 13.351077205700003 15.404963976500001 13.115306437050002 8.1436447804000007 21.288946184100002 105.7585659356 14.745344522600002 24.673905035600004 162.04221493815001 5.1459841250500009 18.834955955700003 94.047642319350018 83.511574906150017 198.73585755510001 85.850533479600017 24.528146684550006 12.350996516100002 186.69708271700003 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 12 7 9 -6 20 11 -11 -7 15 16 -15 19 -14 18 -10 -1 -9 22 25 -24 -25 -2 -17 28 29 -28
right_child=21 2 -4 -5 5 6 -8 8 17 10 -12 -13 13 14 -16 26 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10218724759407108 0.10113376498730108 0.089907672465080191 -0.11257083059957174 0.075706931960485613 -0.049995557403425789 -0.071358356749954444 -0.11252658616402006 -0.086692525138870505 0.07576650536140811 -0.10159197827490113 0.061340967826024856 0.0033926379630893617 -0.10275891367844213 0.093145720132997878 0.014630883273434942 0.0025808176272745596 0.081819649240563119 0.10262585722861191 -0.011423919456117114 0.012391543070546856 0.10118564333118805 7.8287145935519221e-05 0.023199288005317106 0.042099066081237896 -0.10688003192095992 0.019146473040234605 -0.020275194792281646 -0.11623472784342417 0.0020724805856163282 -0.11773882092456503
leaf_weight=0.16355771107465855 0.7778546877671022 0.21462080855417187 0.85377537445310736 0.49370033885679632 1.1597542021663678 0.95584183662867894 1.3188228451472239 0.27180334440299736 0.74264481506543256 0.18090378430497356 0.77558452630182728 0.90045204444322735 0.49815847282297809 1.2190251691954475 2.5127141595585272 1.6782115694004449 0.090494576481432887 0.68381584365852166 0.68980276100774063 8.6806830602181417 0.073478005826473236 76.77561657599108 2.5520333629101519 0.41980777913704492 0.65676806564442813 0.77612487135047559 0.43902889639139253 0.55628273863112543 1.9919908106021464 0.51391634331230307
leaf_count=192 21 49 180 14 31 121 124 175 47 55 69 36 119 139 35 49 6 9 34 1274 3 1587 17 11 55 50 2 25 60 44
internal_value=-1.23362e-05 -0.00388928 -0.0718967 -0.00115678 -0.00261088 -0.0180455 -0.0446215 0.0122756 0.0416146 -0.012783 0.0305249 -0.0350981 0.00391236 0.0246561 0.0402789 -0.00247835 -0.0743834 0.0560254 0.0337795 0.0102726 -0.0467109 0.00129604 0.0193361 0.00184188 -0.048786 0.0601858 -0.0242515 -0.0371129 -0.0221672 -0.0728366
internal_weight=109.617 27.6591 1.0684 26.5907 26.097 7.7529 4.13161 3.6213 2.46154 2.81278 0.956488 1.85629 18.3441 4.32039 3.73174 14.0237 0.588653 2.11626 1.43245 8.84424 0.345281 81.9582 5.18259 3.62861 1.07658 1.55398 5.17943 3.50122 2.94494 0.952945
internal_count=4633 2892 229 2663 2649 704 405 299 268 281 124 157 1945 299 174 1646 125 90 81 1466 178 1741 154 83 66 71 180 131 106 46
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=19 10 5 6 17 5 3 9 9 18 18 9 13 15 13 17 8 17 0 16 6 17 15 2 19 12 18 13 5 3
split_gain=0.0516935 0.311166 0.490166 0.436907 0.385791 0.368159 0.328462 0.335318 0.326999 0.329346 0.405096 0.391532 0.315555 0.359257 0.380618 0.253532 0.290821 0.210889 0.173492 0.171847 0.291046 0.424917 0.250916 0.163227 0.153714 0.136184 0.362525 0.583191 0.408852 0.345499
threshold=14.451165964200003 64.630533455950015 20.201591378100002 16.425383776450001 201.61829342215003 20.556063402800003 92.913112988300014 195.34352961910002 191.96565807215003 13.602243858600003 13.511883313150003 207.52229237540004 117.60122400020002 37.261389050600009 117.73026999045001 198.39433209390003 8.4434108459500017 195.18216166535004 85.968825637350008 22.794946695500006 16.575387281250006 181.31611693365002 35.133229767950006 97.889449657450015 13.851117550450002 285.94642765385009 14.349689277800001 117.55283175385001 20.389142059250002 73.913779380400015
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -5 15 18 12 10 17 -11 -7 -14 -15 -4 -17 -10 23 20 25 24 -23 -8 -22 -1 27 -27 29 -28
right_child=1 4 3 5 -6 8 7 -9 9 11 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00069657165893983596 0.070328664717511841 0.016201628815171523 -0.048155033650841235 -0.048051804692136872 -0.086396166542192274 0.087716110043415618 -0.11100051696945495 -0.11765146480263117 -0.0069745560349919094 0.077316533463953785 -0.063900863633910662 -0.013576572933282431 0.0591797927069194 -0.089756866696647869 0.039604046946665403 0.068776618628852246 -0.01063174635176433 0.037247075522552207 0.0095958022391529826 0.050785398897949918 0.041859078930814614 -0.028138040865161792 -0.11305028981540007 -0.0070151912469168286 -0.020904676257569352 -0.09947985436308894 0.019183245190255448 0.0055874008921489122 0.055552496330385871 -0.063038146199948505
leaf_weight=80.529884319527355 1.1902706257533342 0.67587727680802234 0.79454483557492794 0.88598230900242825 0.80067830890766345 1.1515996302186962 0.33688846603035905 0.58233912277501065 3.2942488261396647 1.2487214271095584 0.94843267882242788 0.7638018014258704 1.1667288821190598 0.45193244016263623 0.45790188200771809 0.73157831374555815 1.2479239604435859 1.6032576779689405 0.65866476576775312 0.63547299121273582 0.61902090308046753 0.66713979697919945 0.72750201385133551 0.27351330788224004 1.0556556835272202 1.0766637338874709 1.0574817334991173 1.0372478277422486 1.0775408341651198 0.98906865505705344
leaf_count=2847 47 10 9 21 36 22 13 18 93 29 15 30 16 30 15 37 20 26 6 26 324 39 23 32 65 120 328 36 80 220
internal_value=-2.00801e-05 0.00467875 0.00834035 0.00389508 -0.0394331 0.0139794 -0.0222075 -0.0548265 0.0189366 0.0079293 -0.00408231 0.0428204 0.0457323 0.0224494 -0.024652 -0.000437434 0.0187158 0.00750193 -0.0259979 -0.00103181 -0.00140247 -0.0316594 -0.0724317 -0.064406 0.00229507 -0.000319689 -0.0159438 -0.0479258 0.00569668 -0.0205532
internal_weight=108.738 19.2649 17.7883 16.5981 1.47656 11.9726 4.62545 1.85141 11.0866 7.85846 5.84594 2.01252 3.22816 2.07656 0.909834 2.77405 1.9795 4.89751 1.26907 89.4727 88.8372 3.06932 1.39464 0.610402 1.67468 85.7679 5.238 2.11391 3.12409 2.04655
internal_count=4633 525 479 432 46 297 135 69 276 193 134 59 83 61 45 66 57 119 51 4108 4082 451 62 45 389 3631 784 156 628 548
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=13 16 18 16 12 2 15 2 8 9 13 17 0 5 10 7 5 19 9 17 9 2 12 9 12 9 9 2 15 18
split_gain=0.0533584 0.186328 0.173625 0.153958 0.285109 0.145321 0.137809 0.119553 0.18522 0.125028 0.124704 0.13559 0.312011 0.102386 0.228115 0.135584 0.112193 0.201102 0.0924153 0.113235 0.0772715 0.209941 0.253206 0.314949 0.195248 0.333312 0.218398 0.205834 0.279336 0.413402
threshold=95.937628385050019 14.274966618900002 17.370891598500005 14.184966829400002 216.20511703005005 263.5517324101001 6.8054746905500005 206.22726210890002 2.9476996444500005 66.544071737050004 75.758061657900015 180.67147619190004 109.89341454020003 12.306951632950001 72.327589083450007 21.833224794850004 13.153721664750002 12.350996516100002 43.163935383200005 193.94976740385002 186.70853236170004 56.799426908350007 94.177001085000015 185.62570708695003 192.90305237590005 65.064848378650012 66.544071737050004 190.3068252971 26.384523135650003 11.80968402675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 6 -4 -1 -6 9 10 -9 -12 -13 14 15 -2 17 -15 19 -14 21 -18 -23 24 25 -24 -27 -26 29 -29
right_child=2 -3 5 -5 7 -7 -8 8 -10 -11 11 12 18 16 -16 -17 20 -19 -20 -21 -22 22 23 -25 27 26 -28 28 -30 -31
leaf_value=0.079983764128272072 -0.055295547446735732 -0.086479812842782833 0.071997139077915329 0.088599507761095653 0.078537463338446648 -0.022642868867426419 -0.1012446082986585 -0.10155317457726941 -0.10115064075609555 0.092527197134183128 0.057176659925745693 -0.10252708149343968 -0.10195265806351478 0.07636229443791781 -0.10297621502903323 0.0553652725638209 0.098887370818909637 -0.017180016707287575 0.0983881557963701 0.036324924005481977 -0.0011186005474060927 -0.070175546417266088 -0.095426222664604821 0.045624839875527838 0.080442529973412294 0.084570515486638922 -0.0050934879329506194 -0.10910514668340775 -0.070011622031849741 0.045605901089633465
leaf_weight=0.046831912263769815 0.19193301378982042 0.31278898068376282 0.59550960129126806 0.16567407752154384 0.2051513940496078 0.2230053650928312 0.40325194256570285 0.11297170017041924 0.17013781982950593 0.16005680512171228 0.38046290873171507 0.26753270742483437 0.078186718572396785 0.51731327921152015 0.3079772266864893 0.26165941254294012 0.24450097492081013 0.41355735319666564 0.14731873339042068 0.24414581356541021 89.698568451608025 0.42913732654324022 0.39997434844553748 1.883708241250132 0.53455756545736166 0.28209678037092079 7.3365592917443792 0.19533956892553339 0.35409261828954175 1.4912177105003364
leaf_count=37 25 96 40 17 16 35 514 138 143 12 47 99 30 17 157 26 15 32 6 58 2141 39 50 51 23 22 510 40 71 126
internal_value=-2.0518e-05 -0.0139161 0.000334851 -0.00438643 -0.0113382 0.0462124 -0.0823875 0.0067699 -0.00266315 0.009386 -0.00142752 0.00869318 -0.0163293 -2.4348e-05 -0.0365568 0.00854027 0.000243737 0.0348043 0.0327725 0.00278357 -6.90636e-05 0.00708938 0.00535038 0.00794792 0.00124853 -0.00644495 -0.00177349 0.0252043 0.0107344 0.027687
internal_weight=108.055 2.69451 105.361 2.38172 2.21605 0.818515 0.450084 1.76596 1.56081 1.39068 1.23062 1.11765 0.737184 104.542 0.76157 0.453592 103.781 0.930871 0.469651 0.322333 102.85 13.1512 12.9067 12.4775 10.5938 8.01863 7.61866 2.57521 2.04065 1.68656
internal_count=4633 1213 3420 1117 1100 75 551 549 533 390 378 240 193 3345 208 51 3137 49 94 88 3088 947 932 893 842 582 532 260 237 166
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=16 16 9 15 15 16 17 19 15 18 13 4 16 6 7 12 4 7 10 8 15 7 17 7 6 15 8 15 4 15
split_gain=0.0528663 0.477606 0.598898 0.262734 0.406791 0.44381 0.374014 0.278319 0.407448 0.345675 0.606106 0.44138 0.293462 0.402482 0.389353 0.28565 0.251636 0.375972 0.243406 0.221551 0.220687 0.208001 0.185472 0.184927 0.272194 0.182455 0.172721 0.165509 0.304532 0.157522
threshold=18.594956516900002 18.369957043050004 187.45330412110005 31.445204138150004 28.298162031900002 17.809958352600002 173.77968723070003 12.651020723000002 26.384523135650003 14.804191144800003 104.19926021995002 168.18037996940004 15.404963976500001 13.115306437050002 24.653703271800001 82.088033630950022 309.31594811510007 26.366329164100005 67.254468591300011 8.4434108459500017 21.998656772400004 24.812967180000005 162.04221493815001 24.528146684550006 13.955326063950002 25.716185026400002 5.1459841250500009 27.614913206150003 165.86037890555002 23.008892218750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 8 12 11 16 -9 15 25 29 -1 21 -18 26 -20 22 -11 -17 -22 -25 -14 -13 28 -2 -15
right_child=27 2 -4 -5 5 -7 -8 9 -10 10 -12 18 13 14 -16 20 17 -19 19 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.12070840353223039 0.061257949366298685 0.086520681438615188 -0.11174553772993984 -0.10125081859182038 0.10634454920360892 0.104563138365597 -0.076870189445636311 -0.044438370036124754 -0.11050311724601306 -0.10709788209223543 -0.10296986136114228 -0.084145041877748683 -0.10166304321062232 0.032789328479213641 0.085911022050867189 -0.10200782823276794 0.090068934013961766 -0.059438444573529051 0.079755657886169021 0.0026187755243331778 0.023527749179151639 -0.018329163912717092 0.010837214864158942 -0.010927712271449952 -0.074641784331201652 0.061739400963140546 0.10103720045635151 0.00021136529924704948 0.002331382891049449 -0.028577775870679056
leaf_weight=0.19739692084478733 1.2813588603457891 0.18949526823780516 0.7773261865695531 0.26023691043519548 0.16568635459952819 0.7432024864374398 0.3401974522821547 1.1525492072632908 0.30795662216041719 0.32249853172834342 1.1097237631529422 0.24853539795014956 0.30497564202960292 1.4439118874452113 1.2514163458254186 0.1480312854218927 0.46042732713249268 0.265016104975075 0.9687720596193683 0.60480565414763987 0.81418862846476159 1.4543552387403904 9.057376989096154 2.2604733918196875 0.95328317582607258 0.088066915399394929 0.063168281689286232 76.987570990983841 2.7793274017421936 0.58887128538481182
leaf_count=35 32 49 180 92 3 9 50 31 25 36 66 173 84 89 24 190 47 65 64 6 29 120 1282 78 9 9 3 1582 127 44
internal_value=-1.93192e-05 -0.00389286 -0.0728857 -0.00128471 -0.000257061 0.0553848 -0.016864 -0.00314504 0.00350009 -0.0205486 -0.0414577 0.00431256 0.00555223 0.0305825 0.0420275 -0.00130087 -0.0141782 0.0354515 0.034116 0.050108 0.000480291 -0.0344407 0.00902256 -0.0190421 -0.029827 -0.0650503 -0.046617 0.0012492 0.0209258 0.0150121
internal_weight=107.59 26.5419 0.966821 25.5751 25.3149 1.24909 0.505884 24.0658 17.4159 6.64985 3.61202 3.03783 17.108 3.67724 3.2842 13.4308 2.5023 0.725443 1.88528 1.57358 13.2334 1.77685 9.20541 4.02795 3.21376 0.393043 0.311704 81.0483 4.06069 2.03278
internal_count=4633 2892 229 2663 2571 62 53 2509 1898 611 334 277 1873 250 157 1623 268 112 246 70 1588 156 1472 116 87 93 176 1741 159 133
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=13 13 18 17 13 12 8 2 8 15 19 0 17 5 7 7 13 17 17 9 17 0 10 19 16 5 15 19 3 9
split_gain=0.0516837 0.167569 0.156297 0.145367 0.137325 0.14407 0.130541 0.125103 0.121613 0.116892 0.106208 0.156633 0.118502 0.0991629 0.190215 0.171633 0.113398 0.0990118 0.124725 0.091672 0.188112 0.153185 0.162189 0.152172 0.139678 0.468118 0.238673 0.427609 0.231675 0.19548
threshold=95.937628385050019 92.792132372400019 17.370891598500005 172.18378740490002 92.146902421150017 216.20511703005005 2.9476996444500005 263.5517324101001 1.3489472949000001 6.8054746905500005 11.550931964450003 112.37754985275001 177.73379099395004 12.306951632950001 22.673598830200003 22.375171215700004 105.63489686155002 201.00900942685004 201.39543491635001 66.544071737050004 166.68115439205005 75.381677519650012 55.855406118200008 13.451085274650001 14.184966829400002 13.713273242250002 20.538897842700003 12.250988447150002 82.234557294150008 206.78020849415003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -3 5 9 8 -4 17 -1 11 12 -10 14 15 16 -2 -7 -19 20 23 22 -21 -15 25 -23 27 29 -29 -26
right_child=2 3 7 -5 -6 6 -8 -9 10 -11 -12 -13 -14 19 -16 -17 -18 18 -20 21 -22 24 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.076415934800524082 -0.10192573567539745 0.037405824331963815 0.069367264405636161 -0.084710644455796666 0.055345173638262558 -0.10104507426318694 -0.10045038468791456 -0.021005815828935463 0.02240737546399495 -0.10054556726417906 0.092812595000220002 0.058696598526637903 -0.10317630366334377 -0.10386252206836924 -0.10288512550849048 0.084598335953547155 0.031277015906110504 0.10088888398050347 -0.10042967513688156 0.0083437720873672152 0.035851395669914132 0.00025675475619739381 -0.10673500900640179 0.029875381840741823 0.095175371934604097 -0.1045097002762112 -4.5329948895307123e-05 -0.072695363846993974 0.041655040442272723 0.015127319311155102
leaf_weight=0.043671829263302597 0.15210790949640696 0.12214316031986516 0.56779359641950478 0.48277468675860291 0.36680196749875893 0.14686437044747414 0.11213307355501445 0.20976420009537833 0.14836878229107242 0.2569417192387391 0.21200942457653582 0.32858057498378912 0.152231985994149 0.19455447656218794 0.27212459642032627 0.16342367812103475 0.11022500041872263 0.075980800203979015 0.051723377008784155 0.22037026698524087 1.6249666481162419 1.8715687996664194 0.27567914323844889 0.15120119480707217 0.88493766964893372 0.55236397435771767 95.952489730892921 0.44385000900365401 0.29488821280756383 0.46556922560557723
leaf_count=37 52 35 40 158 51 165 130 35 18 427 9 40 23 37 133 19 4 7 113 161 104 29 215 21 45 180 2272 19 42 12
internal_value=-2.01395e-05 -0.0142287 0.000320108 -0.0600533 0.000397004 -0.0127891 0.00240156 0.044987 0.0127381 -0.0748374 0.0315999 0.0109736 -0.0411914 -1.50367e-05 -0.0375829 0.00415535 -0.0459576 -0.0450484 0.0193498 0.000239673 0.0216 -0.00017727 -0.0556112 -0.0453781 9.64354e-05 -0.0236173 0.000682723 0.0341199 -0.0270492 0.0675799
internal_weight=106.908 2.50023 104.408 0.604918 1.89531 1.52851 1.22789 0.777558 1.11576 0.300614 0.841191 0.629181 0.300601 103.63 0.697881 0.425757 0.262333 0.274569 0.127704 102.932 1.97072 100.962 0.496049 0.345756 100.466 2.42393 98.0417 2.08925 0.738738 1.35051
internal_count=4633 1213 3420 193 1020 969 505 75 375 464 90 81 41 3345 208 75 56 285 120 3137 162 2975 376 58 2599 209 2390 118 61 57
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=5 19 13 13 13 16 16 16 13 0 4 19 9 19 9 8 16 13 19 7 15 18 10 6 6 18 15 5 3 18
split_gain=0.0530283 0.164119 0.11923 0.0895421 0.231297 0.239707 0.182972 0.174933 0.321203 0.191596 0.187614 0.0802828 0.168243 0.109898 0.334535 0.360641 0.204658 0.147198 0.129563 0.529134 0.400233 0.40218 0.294439 0.217943 0.387743 0.226542 0.209813 0.390469 0.191165 0.184614
threshold=31.794087907800002 13.451085274650001 116.51508691550002 117.97223122220002 118.06363879865002 23.359945374300004 22.764946765650006 22.794946695500006 119.85415191350002 78.099708689550013 160.20223982390002 14.651182102100002 201.16241229375001 14.551174033150001 201.16241229375001 8.4434108459500017 22.584947186600004 117.56896250265002 14.451165964200003 23.602039070650005 41.54912092575001 13.829007611650001 62.907231794400012 16.575387281250006 16.625388449550005 13.845746551550002 34.139075990150012 20.971847224900007 90.730084986350008 13.204116077450001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 11 10 -9 -10 -6 13 -13 18 15 16 -15 -18 23 26 22 -22 -21 -1 -25 28 -20 -28 -26 -30
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12 12 -14 14 -16 -17 17 -19 19 20 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00027627721659200232 0.029391789774335122 0.068351004175199334 -0.1047950104759191 -0.10679819413362679 0.088973638396838958 -0.10813906155075066 0.041825762084559202 0.10067099375013865 0.03094338038739879 -0.083652832778010319 -0.10533520483621291 -0.0077832410642580986 0.040555881514432984 -0.056818610152419617 0.020495990801480759 -0.073421894122141076 0.04031985504399252 -0.026851261960912361 0.066540044862019462 -0.11105100950231475 -0.057680813061553982 0.081804954028613625 -0.0039102251469681441 -0.11384016947407526 0.090972429772946978 -0.1094253040502973 -0.037884848591691278 0.029525538274825187 0.00010788319793304797 -0.11007895431037898
leaf_weight=83.857045334973236 0.14274371581495771 0.40237942870589904 0.1235115068302548 0.27527100103907187 0.06459706983878255 0.20168798405211408 1.0441731670871366 0.38298228615894914 0.35244059935212135 0.24895406706491485 0.2153449789602746 1.4503681320347817 1.4298303481191394 0.56670279003810664 1.7299620588601099 1.3542371971234386 0.85062885819206691 0.52920509502291679 1.0206728000193814 0.72646467667072989 0.37974268058314908 0.45364966290071607 0.39649255172116682 0.45484328671955099 0.2046196470037106 0.21152226349886394 1.0480179097503421 4.7712902951388969 1.415103048624246 0.17036284374717059
leaf_count=3587 39 35 36 12 10 15 15 13 9 52 75 27 27 17 39 29 31 29 19 36 18 25 22 23 11 15 16 97 238 16
internal_value=-2.32682e-05 0.0280499 -0.0328553 -0.000200675 -0.02269 -0.00689705 0.00017563 0.00925338 0.0290897 -0.016495 -0.0604981 -0.000246517 0.016214 -0.000719947 -0.0151241 -0.0337928 -0.00622226 0.0145578 4.19449e-05 0.0116035 -0.0342567 0.018247 -0.0732219 -0.00113631 -0.0304957 -0.0115566 0.0247203 0.0173854 7.84801e-06 -0.011732
internal_weight=106.475 0.668635 0.266255 105.806 1.74128 1.46601 104.065 1.26432 0.984377 0.601395 0.279942 103.021 2.8802 100.141 5.03074 3.30077 1.94654 1.37983 95.1098 8.79633 1.95635 0.833392 1.12296 86.3135 2.45645 2.00161 6.83998 5.81931 1.79009 1.58547
internal_count=4633 110 75 4523 186 174 4337 159 74 61 85 4322 54 4268 145 106 77 60 4123 233 101 43 58 3890 303 280 132 113 265 254
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=5 6 5 17 17 0 3 2 5 18 15 15 16 16 13 13 12 9 2 18 19 3 12 6 4 13 5 3 9 6
split_gain=0.0525398 0.296756 0.381483 0.348756 0.348702 0.322788 0.356808 0.310269 0.257726 0.328059 0.269794 0.260053 0.250737 0.197406 0.387436 0.293106 0.185248 0.227771 0.182755 0.168733 0.177439 0.161988 0.176945 0.154762 0.433879 0.659388 0.200148 0.30741 0.282324 0.183052
threshold=23.605484525250002 16.405383309150004 24.367802910700004 199.05253715360001 193.94976740385002 86.162394622750014 93.571785230250015 283.83865810395008 23.195398057700004 13.391483899700001 42.33967733730001 41.54912092575001 22.574947209950004 22.674946976100003 117.61735474900001 117.73026999045001 66.834523482800009 200.15236065845002 158.58656282205001 12.783127173500002 14.651182102100002 93.883646373400012 142.72328397895004 16.455384477450004 269.33704784675007 117.66037007905001 21.757682542950004 93.345954747300013 199.17419511990002 15.945372561050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 -3 -6 10 18 11 13 -12 19 -15 -16 -8 -18 -10 21 23 -1 -23 29 26 -26 27 28 -25 -21
right_child=1 3 -4 -5 7 -7 16 -9 9 -11 12 -13 -14 14 15 -17 17 -19 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.072049551917863275 -0.097642091577751611 -0.11240878615142579 -0.0085274682254319664 0.063818039038215479 -0.089423858151728389 0.067304848526770822 -0.1051378506239113 0.0055005488470812984 0.033207943477344404 0.067201373120107086 -0.095733201644629257 0.027105767374435003 -0.0094746461823116482 0.0024639632146821883 -0.1134352342374892 -0.013768859480835977 -0.0055198707686861066 0.038079438645564366 -0.019427590493136332 -0.001699063013941288 0.032530517724728966 -0.1074103956785752 0.10006543303508847 -0.049704241391003517 -0.11321035789095875 0.0006818038850451739 0.013932632388458592 0.014859335018315423 -0.0046590714219044644 0.01095738737607092
leaf_weight=0.59207566022814617 0.74951697636788539 0.28542738733812623 1.3377349513580155 0.80955139632169526 0.83452662421041235 0.72108098329044867 0.15898192592430849 0.58621523050533142 1.2611426062649114 1.2892268926661925 0.55920251363750029 3.4968975963420226 0.84802673710510135 1.9182135332375758 0.67680100724101044 0.52315939543768764 5.4733452834948366 1.5340625217286286 1.3830663469852877 49.373147801979258 1.620749698486178 0.11916462635235803 0.062752434820140479 2.6314688019047008 0.9604175573913375 1.0799384564161298 4.4227331651200066 2.7701951507742706 2.9525936860591173 14.8688759568613
leaf_count=20 62 7 105 37 49 15 10 17 29 31 28 39 26 39 16 30 592 79 20 2792 29 66 6 26 50 5 49 33 36 290
internal_value=-2.49334e-05 -0.00611613 -0.0405279 0.000788091 -0.00453064 0.00341822 -0.00276382 -0.0502569 0.000789561 0.0258421 -0.000311762 0.000382355 -0.0437519 -0.000722606 -0.0254155 -0.0699826 0.00160319 0.0040249 0.00567667 0.000222672 -0.000223117 0.0466912 -0.0358414 -0.00089458 -0.0101071 -0.0529285 -0.003269 -0.0123755 -0.0258864 0.00123028
internal_weight=105.9 12.4904 2.08725 10.4032 9.59364 8.1729 7.45182 1.42074 93.4098 3.93344 89.4764 88.0692 1.40723 84.5723 3.11817 1.19996 7.16639 7.00741 2.64421 81.4541 80.6801 0.773993 0.181917 79.0594 14.8173 2.04036 12.777 8.35426 5.58406 64.242
internal_count=4633 973 167 806 769 703 688 66 3660 80 3580 3526 54 3487 85 46 681 671 49 3402 3310 92 72 3281 199 55 144 95 62 3082
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=2 4 6 12 18 14 13 18 16 15 4 7 13 3 19 9 12 9 9 9 17 7 5 0 16 6 12 18 17 17
split_gain=0.0490352 0.579134 0.527191 0.224302 0.213663 0.331949 0.284543 0.255507 0.228495 0.26708 0.58442 0.456532 0.288079 0.252079 0.198706 0.147343 0.339495 0.313394 0.322701 0.335404 0.275609 0.320853 0.237439 0.174058 0.595654 0.290847 0.277902 0.234946 0.17036 0.170052
threshold=189.32640726775003 274.81987900165007 13.345311811050001 217.54417277160005 13.258241318650002 287.72700792685004 117.58509325145 13.328768336950002 22.694946929300002 45.102215827400009 312.89209607035008 24.209421447000004 117.69263157665002 93.394346993650018 14.651182102100002 205.93480238635001 399.32436702310002 204.68881850780005 204.20786774030003 203.09362050815002 204.04920942250001 26.417313068900004 23.374630421750002 97.491557184450016 22.544947280100004 13.665319288000001 269.21583206470007 17.959397566400003 209.54662559615002 201.39543491635001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 -6 9 12 -11 -12 13 15 -13 17 23 18 19 20 22 -22 29 24 28 27 -26 -25 -17 -9
right_child=3 2 -4 4 7 6 -8 8 -10 10 11 14 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.000110814597143228 0.032191485423829484 -0.003317691156670861 -0.12610246537989805 -0.11426722604976279 0.049087522342990624 0.0036081228449300188 -0.084878641080550626 -0.0011016679632810061 0.059523101940483131 -0.11775881561606019 0.027746328191083365 -0.10901243180142933 0.091827403633831212 -0.043595801140372814 -0.015340040801621763 -0.11191244429366412 0.096412696203096643 0.088185888337787746 -0.10784030204136422 0.091280573706523468 0.0694199399406593 -0.058608207829729156 0.071178862660019521 -0.080574820656881888 -0.040307644514636205 0.064844062073174877 0.037777897619543539 0.03768364995486307 -0.027536888553051454 -0.058345137713966377
leaf_weight=78.421625438055798 2.5071975523096652 0.69578040389023843 0.70300261810189113 0.3624476082259237 1.1999060107045831 2.0734302584547781 0.44063400970844657 5.5010880062618508 0.65505198418395494 0.58293169946409706 1.4976975179542935 0.45302828401327122 0.37087767291814167 1.0941681180033818 0.45280564576387405 0.78184910242271077 0.29007094280677836 0.53094145923387337 0.22997236438095647 0.50445180025417347 1.1507637846516443 0.23586839992458397 0.42073881090618659 0.39061258739820892 0.77159309294074763 0.61914547230117023 1.1135256772104183 0.29477872486313572 0.34483777101559099 0.57301157193433017
leaf_count=2627 165 195 28 14 13 143 47 477 52 36 54 43 8 36 2 86 30 16 15 10 58 135 17 81 17 19 31 77 30 71
internal_value=-2.98598e-05 -0.00124842 -0.0650271 0.00379296 0.000688667 -0.0247992 -0.0119007 0.00434356 0.00149684 -0.000591087 -0.0279332 -0.00614769 0.00477458 0.00260006 -0.0621877 0.00627527 -0.00831007 0.0136205 0.00902557 0.0122305 0.00717087 0.0476421 -0.00146964 -0.0153477 -0.0285639 0.0151645 0.00581691 -0.0297132 -0.0860882 -0.00650184
internal_weight=105.264 79.8204 1.39878 25.4434 22.9362 2.87651 2.51406 20.0597 18.8598 18.2048 2.98646 2.40353 15.2183 14.8474 0.905834 13.7532 4.60641 9.14684 8.61589 8.38592 7.88147 1.38663 6.49484 4.31634 3.01181 1.30454 1.88512 0.685391 1.12669 6.0741
internal_count=4633 2850 223 1783 1618 204 190 1414 1401 1349 135 99 1214 1206 45 1170 371 799 783 768 758 193 565 341 164 177 48 158 116 548
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=15 17 10 7 10 2 9 10 18 2 12 4 16 18 7 6 16 18 10 13 8 16 18 17 2 18 7 10 8 12
split_gain=0.0480111 0.0941227 0.105063 0.0835984 0.0725787 0.0600589 0.406475 0.106107 0.177317 0.100575 0.197341 0.172994 0.165298 0.200036 0.220469 0.217401 0.259309 0.100149 0.205602 0.152898 0.245497 0.162945 0.194418 0.12908 0.352704 0.141853 0.387442 0.172874 0.227658 0.530803
threshold=11.870705757150002 187.63270803470002 89.89935142405001 20.253927392100007 89.052487112950018 352.4057119696501 223.65407503400004 62.678712853250012 14.912399602950002 309.04644204820005 322.74414298955008 392.33277900210004 22.674946976100003 13.956123578150001 24.528146684550006 15.945372561050002 8.6249798310500019 17.327266398450003 83.75622459600001 97.873318238950006 2.9476996444500005 11.949972055800002 16.161386252450004 214.22447330960003 174.51290495925002 15.917243450850002 25.662597900150004 75.629015667650023 7.7439566930000003 236.8986526866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 9 7 -7 -9 10 17 -12 13 -11 -15 16 -16 19 -19 20 21 -2 -23 25 -25 27 -27 -21 -29 -30
right_child=5 2 -4 -5 -6 6 -8 8 -10 12 11 -13 -14 14 15 -17 -18 18 -20 23 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=0.065575977649336717 -0.073797851166087544 -0.025411096612448392 -0.1003196485137081 -0.10345912284539807 0.09564699627900225 -0.096444413519065464 0.093785349594872808 0.055346831979887295 -0.090602898227366002 -0.087270890480327157 -0.0083517963042033256 -0.1109536497681313 0.09036596678945874 0.069456935387010907 0.10160992426404525 0.090902824931157589 -0.085841860374560458 0.061219518575594725 -0.030304672672427133 0.00094677911802865079 -0.10269122453166668 0.03125125938187167 -0.072564033685094606 -0.10451623080305186 0.016100706479668186 0.077868131254381925 0.0042319055624428772 0.0016120381864234271 -0.067019193392509724 0.073430325236519031
leaf_weight=0.034427232774759342 0.31053391550085407 0.085473376021127478 0.066201785552038928 0.19485795959349161 0.1177520283672493 0.39169407259100708 0.22091144166188315 0.16193567949812859 0.17129586432110955 0.18430139767951814 0.36632011807523568 0.29802764455598663 0.31138133041167737 0.57125440827803664 0.091522887349128723 0.1437571975402534 0.38103320753725711 0.72746758790890342 0.37042809633021534 87.845969812955673 0.3622896473534637 0.82654315561376257 0.2307509451329679 0.4232028346741562 0.56757083581760526 0.87308919196948309 3.9346646225894801 2.3430065514185108 1.6695328301648258 0.32079017988871772
leaf_count=13 122 36 184 260 11 50 17 23 61 63 12 42 27 46 2 11 130 54 228 2395 203 127 86 52 29 18 108 103 109 11
internal_value=-3.22486e-05 -0.0309856 0.00909083 -0.0780785 0.0447319 0.000116041 -0.0249681 -0.0611566 -0.0196778 0.000346043 -5.61266e-05 -0.0543792 0.0245897 0.00966011 0.0247031 -0.0167789 -0.0495369 0.000301882 0.0303394 -2.88643e-05 -0.0294977 -0.0101112 0.00859391 0.000491503 -0.0354201 0.000858359 0.0176043 -1.50497e-05 -0.0195134 -0.0443823
internal_weight=104.598 0.498712 0.269427 0.229285 0.203225 104.099 0.945837 0.724926 0.333232 103.153 101.47 0.664348 1.68325 1.37187 1.18757 0.616313 0.472556 100.806 1.0979 99.7079 1.73012 1.36783 1.05729 97.9778 0.990774 96.9871 4.80775 92.1793 4.33333 1.99032
internal_count=4633 504 231 273 47 4129 151 134 84 3978 3699 54 279 252 189 143 132 3645 282 3363 538 335 213 2825 81 2744 126 2618 223 120
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=5 19 15 13 13 16 16 13 0 4 16 0 15 3 6 13 15 2 18 7 18 17 2 2 16 3 15 6 8 18
split_gain=0.0499569 0.135978 0.132206 0.0812688 0.207562 0.205071 0.153699 0.292181 0.177278 0.170292 0.138431 0.0699881 0.224292 0.494085 0.321579 0.441356 0.312609 0.828323 0.951275 0.260678 0.277205 0.220048 0.538896 0.245583 0.245531 0.214217 0.233102 0.203867 0.19856 0.18533
threshold=31.794087907800002 13.451085274650001 30.632308446700005 117.97223122220002 118.06363879865002 23.359945374300004 22.794946695500006 119.85415191350002 78.099708689550013 160.20223982390002 22.764946765650006 86.345209775600011 32.99104187950001 93.883646373400012 16.375382608200002 117.39690118230001 41.29990759910001 108.01392853780001 13.122774073950001 19.164717746300003 11.780626785300003 192.92322630085002 198.08048018110003 125.02712973155002 22.574947209950004 93.668569722950011 41.54912092575001 15.745367888000002 8.4434108459500017 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 -5 6 9 -8 -9 -6 11 12 13 -1 15 -14 17 -16 -19 20 27 23 -23 -18 -25 26 -26 -15 -24 -13
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 -12 29 14 19 16 -17 21 18 -20 -21 -22 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=0.092110680106768761 -0.073615877013530548 0.066080380757983948 0.091133581110690379 -0.10612431404017308 0.087464525606754995 -0.1068728310705198 0.1000441553522935 0.030965601551643285 -0.082021055495641468 -0.10488927513984957 0.037386725634255401 0.0169445235029979 0.026610266134185753 0.089521109931338355 0.00081377486184637288 -0.10813089454836444 0.036460001220761692 0.0020622787784275332 -0.11356038258368634 -0.092161352252127057 0.068657574724926076 0.083820697159639856 0.020878502654534507 0.038607177922896127 -0.010371208674599871 -0.003567831966119114 -0.078029985225502668 -0.10757072299441778 -0.051902995444279454 -0.00027368598444500172
leaf_weight=0.73462745116558181 0.18120239625295553 0.37603069591568783 0.066615130121135735 0.25068741478025813 0.060005197563441248 0.17857531644403923 0.34476272109895945 0.32994066923856735 0.23979198728920892 0.19754433940579474 0.98854812886565824 6.8692190021320121 0.37365574901923782 0.069653074257075565 6.8112971722148377 0.69577756745093211 1.4439615122973899 1.2633952666801636 1.6291504506953058 0.30888533737584112 0.42771538172382861 1.1277624744834605 0.99803079331104505 0.97203697636723507 1.0818546190857889 4.8065730607650039 0.96201867051422585 0.21288911316963777 0.60030891544010956 69.492573933528774
leaf_count=20 68 35 7 12 10 15 13 9 52 75 15 118 12 3 106 51 12 21 38 341 40 23 33 11 5 106 40 92 38 3212
internal_value=-3.36951e-05 0.0281795 -0.02933 -0.000203798 -0.0225569 -0.00704602 0.00816382 0.0273816 -0.0165888 -0.0600737 0.000147573 -0.000217337 -0.00486557 0.0295936 -0.00752014 -0.0610529 -0.00488147 -0.0182256 -0.0630592 -0.0154705 0.0178818 0.00591604 0.03089 -0.00143108 -0.00842544 -0.0150991 -0.0422171 -0.0589831 -0.00645698 0.0012752
internal_weight=104.095 0.623848 0.247818 103.471 1.60131 1.35062 1.17204 0.914495 0.569733 0.25755 101.87 100.881 24.5196 1.75377 22.7658 1.06943 21.6964 9.70384 2.89255 1.01914 0.710258 11.9925 2.7261 9.26644 7.82248 6.85045 2.04387 0.282542 1.59834 76.3618
internal_count=4633 110 75 4523 186 174 159 74 61 85 4337 4322 992 496 496 63 433 165 59 476 135 268 94 174 162 151 45 95 71 3330
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=5 19 10 17 13 9 9 18 13 4 7 7 18 12 5 3 2 2 7 10 10 18 17 18 16 3 3 0 7 17
split_gain=0.0452903 0.193087 0.169399 0.19583 0.21301 0.123114 0.295588 0.124865 0.111983 0.15252 0.0916938 0.123751 0.2787 0.205937 0.270912 0.266004 0.222371 0.165174 0.137056 0.134524 0.106075 0.260839 0.098624 0.0982054 0.129775 0.154595 0.360954 0.150118 0.138284 0.335797
threshold=30.133297129900004 14.551174033150001 60.87206898960001 168.97717400795003 122.52916775330002 66.544071737050004 226.58992707320002 11.80968402675 120.78166996855002 254.21219862280003 19.907255598950005 22.093462376800005 12.783127173500002 211.51213392550002 21.950234501100002 95.346167596350014 45.979371440700014 102.91212950120001 22.172877373800002 71.658163008950012 67.606656606400023 13.378437733750003 167.17143786700004 12.899561312100003 22.724946859200003 94.227769014100019 93.915907870950022 85.619326080400015 22.580797808900005 189.44392401325004
decision_type=2 2 2 2 2 2 2 2 2 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 4 8 7 -7 -2 9 -1 22 13 -13 14 16 -16 -12 -17 -14 -15 -18 -22 -4 -20 25 26 28 -28 29 -25
right_child=1 -3 10 -5 -6 6 -8 -9 -10 -11 11 12 18 19 15 17 20 -19 23 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10162329888587536 -0.014161776759827436 0.1017332940816192 -0.044036326243687779 -0.09383046009876439 -0.10485798203751805 -0.088518319874107868 0.1006493288562975 0.075708953030065335 0.099296741475713268 0.074866407225591111 0.027192015630423522 0.072600014011987832 0.042767139505732028 -0.015228233572138823 0.064514448598656779 -0.0097788907698047947 -0.11331724878840005 -0.10595345483540619 -0.018669876117242811 0.07390038580412292 0.101047505907727 -0.10171370961205833 0.059156562346119351 0.0046035739838993428 0.038804149623707436 0.052765153227503414 -0.097702245601229407 -0.024212891127830344 -0.00050313400621484865 0.076457624100803076
leaf_weight=0.096403998148160919 0.32067726150853448 0.22957542538642872 0.11474258246016589 0.41546367539012863 0.14245649427175522 0.32382066328204928 0.11088858172297478 0.29851078934734687 0.16797389253042638 0.09950586240654502 0.19767027208581545 0.53360160209558571 0.74811112385941569 0.33461770841859095 0.41047536819678487 0.84065586704525663 0.62135960106388666 0.2267399831162038 2.7953963833788285 0.34285045746946707 0.090475499629974365 0.21236989379940496 0.48026516658137552 3.5446264206693732 0.86953504782286373 0.55174493899403287 0.4962976783644979 0.6318277754689916 86.334788456921842 0.79654469719389442
leaf_count=111 26 5 34 171 6 125 7 23 6 11 10 14 29 81 18 63 34 99 26 21 3 69 98 78 33 28 77 32 3251 44
internal_value=-3.81427e-05 0.0186298 -0.000272821 -0.0429471 -0.0011962 0.000526977 -0.0402642 0.0291649 0.0393862 -0.0119813 0.000115986 -0.000115562 0.000528177 -0.0192286 -0.0320252 -0.00389951 -0.0690757 -0.0302086 0.00013076 0.0298776 -0.0896656 -0.0411385 0.0392566 -0.000201426 0.000352357 -9.66882e-06 -0.000326847 -0.0565432 0.000372556 0.0177878
internal_weight=103.38 1.28347 102.097 0.921804 0.50634 1.0539 0.434709 0.619188 0.363884 0.19591 101.175 100.58 97.3025 3.27721 2.59975 1.47787 1.12188 1.0674 96.7689 0.677468 0.924205 0.302845 0.595008 96.0208 93.2254 92.3558 91.8041 1.12813 90.676 4.34117
internal_count=4633 186 4447 305 134 181 132 49 128 122 4142 4010 3612 398 296 180 116 162 3598 102 106 72 132 3569 3543 3510 3482 109 3373 122
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=15 5 5 2 16 19 9 14 16 15 17 17 18 17 7 17 18 16 10 16 9 19 9 9 9 9 7 17 17 19
split_gain=0.047317 0.279043 0.296861 0.172962 0.128981 0.0757788 0.22483 0.0702987 0.18184 0.14129 0.0946653 0.376635 0.290204 0.177801 0.24539 0.405334 0.293442 0.167255 0.404005 0.157746 0.257776 0.128559 0.195692 0.124161 0.195619 0.332284 0.465393 0.17626 0.384932 0.249888
threshold=46.055224235250002 24.367802910700004 24.458659404000002 247.02271001585004 23.044946110900003 14.651182102100002 201.16241229375001 458.95627065950003 22.514947350300002 15.714164299950001 208.00356650210003 209.54662559615002 14.577219465650002 205.28496454895003 24.812967180000005 205.96542837505004 16.115468395400004 18.764956119400004 76.279622535200005 17.684958644900004 218.58608511610001 12.851036860900001 184.83999455315004 219.87257840710004 212.49340169810003 210.61272793875003 24.314922763450003 201.39543491635001 202.72018094520004 14.551174033150001
decision_type=2 2 2 2 2 2 2 2 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 10 9 -9 13 -12 -13 23 -15 -16 -17 18 -14 20 21 -20 -23 24 25 27 -27 -1 29 -29
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 11 12 17 14 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012383082544933587 -0.087870071369035144 0.082404597380310751 -0.10281299459800906 -0.00071136942832777288 0.0064451215025500526 -0.0071130747209058112 0.052422631072515102 0.041201211864066008 0.10102133672433078 -0.10095578558016538 -0.083137004727254896 -0.12007358943406493 -0.10404922035342851 -0.019865203758412438 0.10630007442994432 -0.066124815020404279 0.062658955682923428 0.014644586728386536 0.045917425442484165 0.086799764244127928 -0.10151729649180914 0.058018712617837725 -0.1021040411244642 -0.032036799537434268 0.017590228981716079 0.012541933892998786 -0.091295564979308436 -0.086356620092729888 8.6234340860204389e-05 -0.0084949601061293911
leaf_weight=73.567590972384323 0.42056700676039271 0.37455426616361398 0.32543061706564946 2.2094529710666393 0.16175293526612222 1.5583300804719322 1.069731955300085 0.17086052480891467 0.23819608241319656 0.11833986595229362 0.67035772175950015 0.20516467036213715 0.46073054084263265 0.6861761078180274 0.71109603733202653 0.34769157732080203 0.3602482655642234 3.2607423490844667 0.53237811816506997 0.19960797356907267 0.23948204721818911 0.13164170092204586 0.18163808123790659 1.2062320351637925 6.0652597915329798 0.78940183381200657 0.95236416243960775 1.0660427800767127 4.0131078393169446 0.67203730344772328
leaf_count=2938 44 18 96 79 6 33 37 81 12 59 72 6 64 39 11 36 43 59 158 20 102 14 35 93 164 16 68 83 140 7
internal_value=-3.60682e-05 -0.0114779 -0.00101678 -0.0126037 -0.0665375 0.000365563 0.0171205 -8.91047e-05 0.0363208 -0.016969 -0.000288468 -0.0125815 -0.00350575 0.000511033 0.0292323 0.0529735 -0.000590815 0.00127143 -0.0237111 0.00509943 -0.00992908 0.0160078 -0.0348197 -0.00017348 0.000267658 -0.00102848 -0.0442344 -7.97208e-05 -0.0169396 -0.056251
internal_weight=102.966 3.49176 3.07119 2.69664 0.487184 99.4745 2.62806 96.8464 0.527396 0.2892 96.319 5.88174 5.21139 90.4372 2.10521 1.41904 0.70794 5.00622 1.74548 1.28475 1.08514 0.845658 0.31328 88.332 87.1258 81.0605 1.74177 79.3188 5.75119 1.73808
internal_count=4633 243 199 181 102 4390 70 4320 152 140 4168 530 458 3638 129 90 79 452 393 329 309 207 49 3509 3416 3252 84 3168 230 90
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=5 10 12 8 17 17 17 5 10 17 5 10 19 13 7 0 6 5 9 15 18 13 4 16 7 15 14 17 16 19
split_gain=0.0475384 0.159296 0.16531 0.125307 0.122108 0.123106 0.120276 0.0997426 0.142246 0.10952 0.0712689 0.133847 0.263593 0.167719 0.0671264 0.139343 0.0616427 0.136944 0.385896 0.185102 1.44403 0.566977 0.208989 0.140926 0.553669 0.178731 0.35367 0.430565 0.372981 0.494585
threshold=12.306951632950001 82.299080289250014 221.15890037120002 7.1444245619500011 194.75204781875001 182.37451917730002 198.14651800945003 7.754880527600001 90.679004281900021 201.39543491635001 13.252098438300001 81.339300736700025 12.350996516100002 101.03763345850001 28.043300357450004 107.84480944480002 13.665319288000001 16.222050829800004 206.39860865795001 23.949961253350004 14.741741751300003 104.19926021995002 143.58239362595003 17.809958352600002 24.040556609400003 28.579157549250002 202.57660084575005 196.01244718945003 18.594956516900002 12.851036860900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 -6 8 9 -3 11 12 -2 -14 -9 -16 -12 18 -18 20 22 -21 -19 24 -23 26 28 -28 29 -25
right_child=10 3 -4 -5 6 -7 -8 14 -10 -11 16 -13 13 -15 15 -17 17 19 -20 21 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0088271320266466516 0.10175562512043708 0.03019787398644426 -0.10230551176240354 -0.10079312521217312 0.096207027556868011 -0.10145224258839758 -0.037801193512061806 0.066031500572244689 -0.10043866503682297 -0.10049603088276438 -0.0072105856630165516 -0.013939714420081031 0.054532832808319588 -0.053728152496745486 0.10210485359282494 -0.10057715301731002 0.076711476657147074 0.10392659696244828 -0.016264528066526698 0.06184054848711068 -0.11811364369572018 0.0078440216598806341 0.0027002575866088879 0.10279306692402224 -0.1153152999395638 -0.00053072043290899689 0.082501085303178678 -0.040116779650888147 0.013873785716918175 -0.10830113035402376
leaf_weight=0.18793316825394801 0.44080668780952581 0.49209767908905611 0.32962724921890185 0.098229113269667212 0.14925957573723281 0.21939978372574842 0.12149100420356262 0.44292540209062281 0.13687008554552449 0.073724107058296795 10.727805563059517 0.67156226407678321 0.27842222771141678 0.29442301054950804 0.059351984411478043 0.079160872281136108 0.85563688026741036 0.21342857927083869 0.93335504035349004 1.5282748095924024 1.1371403895891488 1.2745498124913854 4.5951339279602621 0.1393467933012279 0.51151090310304415 69.635681779207516 1.3277010307210728 0.36512651364319015 4.4988888554944424 0.54544010786048602
leaf_count=25 18 137 142 237 12 119 41 63 348 88 678 32 35 27 1 54 32 2 26 28 41 60 370 3 38 1645 85 19 81 146
internal_value=-3.95263e-05 -0.0139771 -0.0442141 0.00806508 -0.015975 -0.0505721 0.036075 0.0163922 -0.00895944 0.013169 0.000293677 0.0206843 0.0436234 -0.00110964 0.0470306 -0.013729 -5.59308e-05 0.000820642 0.0282039 0.000249496 -0.0167723 0.00151732 0.0071932 0.000339896 -0.0274276 0.000988087 0.0163685 0.0560536 0.00340853 -0.0653457
internal_weight=102.364 2.39007 1.00771 1.38236 0.678084 0.407333 0.270751 1.28413 0.702692 0.565822 99.9742 1.68521 1.01365 0.572845 0.581438 0.138513 98.289 87.5612 1.78899 85.7722 5.9457 79.8265 4.80856 78.2982 1.78606 76.5122 6.8765 1.69283 5.18368 0.684787
internal_count=4633 1267 339 928 197 144 53 691 573 225 3366 112 80 62 118 55 3254 2576 58 2518 413 2105 372 2077 98 1979 334 104 230 149
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=5 4 5 18 15 16 15 16 13 13 7 14 10 10 12 16 13 6 5 16 0 12 8 13 18 16 3 18 15 0
split_gain=0.0488037 0.200216 0.197686 0.278416 0.207014 0.25573 0.196003 0.159183 0.329378 0.258578 0.139626 0.134842 0.226231 0.277832 0.190223 0.149797 0.202681 0.217849 0.358789 0.204612 0.375627 0.140866 0.188468 0.133683 0.127149 0.140934 0.25079 0.300148 0.231641 0.164605
threshold=23.605484525250002 433.65962021140007 23.195398057700004 13.391483899700001 42.33967733730001 22.574947209950004 41.54912092575001 22.674946976100003 117.61735474900001 117.73026999045001 22.773029501100002 276.70898201215005 61.885617704800005 63.565904036300005 201.10642606785004 22.674946976100003 117.60660091645001 16.435384010100005 26.144057174750003 22.584947186600004 86.538778761000017 66.834523482800009 10.441851282850001 112.67059178900001 12.783127173500002 22.644947046300004 93.216908757050007 13.391483899700001 40.856592954650004 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 10 6 -6 7 24 -9 -10 -4 12 21 -14 23 16 17 18 -13 -18 -21 -2 -23 -15 -1 26 28 -28 29 -26
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12 15 13 14 -16 -17 19 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.043554888054511326 -0.10443747003195261 -0.088080609273917573 0.031889930030544564 0.064750954746749245 -0.095899720026837207 -0.0045293008269675205 0.02426174344961167 0.0017769751274468106 -0.11178635506995208 -0.0129670349244662 -0.015268491951325631 -0.10638891676945193 -0.10896586583605997 0.043210707667741606 0.10129547836186388 0.055076339319411194 0.021991119998968398 0.018031715301001786 0.057883544215812877 -0.097536496492744484 -0.00075807936109953042 -0.0086012839216626866 0.087909520043756781 -0.11106467323846864 0.039300208451559071 0.016661755792402238 -0.0097521405201363397 -0.063930365602679243 0.048864706814973347 -0.00047148447436242704
leaf_weight=0.67289032878329536 0.13515030429698249 0.29081665546777991 1.1073654238789457 1.1302990085387135 0.50051759499910875 0.78947688546031713 3.3035819279029957 1.8882562732323998 0.59273612126708008 0.47859793587122113 1.4498554236488415 0.36924802746443663 0.54093361321247346 0.093266775665142632 0.12952891479653772 0.51896516782653623 0.6513997739675691 4.4937080402000902 0.20776845115324249 0.73006778775561521 0.88990816846489906 2.1369125989608624 0.22350488603115071 0.14120148983056424 1.0580779616720963 4.7136619365774086 7.2468418341768466 1.1905416331048853 0.99260840729402744 63.097461801135182
leaf_count=92 10 65 35 31 28 26 39 39 16 30 14 53 155 24 4 47 15 134 34 52 7 338 6 29 18 65 140 32 29 3026
internal_value=-3.84469e-05 -0.00615808 0.000745215 0.0234208 -0.000221169 -0.039981 0.000380576 -0.00058234 -0.0233513 -0.0676407 0.00515274 -0.00404252 -0.0206798 -0.0635131 0.00403388 0.00315435 -0.000515673 0.0106044 -0.0472387 -0.0253405 -0.0443728 -0.00514782 0.0005372 -0.049697 0.00027096 -0.000101015 -0.00117479 -0.0173969 0.000926147 0.000184446
internal_weight=101.765 11.5524 90.2128 3.68752 86.5253 1.28999 85.2353 81.9317 2.95959 1.07133 2.55722 11.2616 3.4005 0.904931 0.363997 7.86107 7.3421 5.07072 0.577016 2.27138 1.61998 2.49557 2.36042 0.234468 78.9721 78.2992 73.5855 8.43738 65.1481 64.1555
internal_count=4633 973 3660 80 3580 54 3526 3487 85 46 49 908 566 212 57 342 295 221 87 74 59 354 344 53 3402 3310 3245 172 3073 3044
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=0 5 15 8 19 6 9 15 3 15 6 9 19 9 10 16 17 8 5 17 2 6 15 7 16 9 9 9 9 18
split_gain=0.0448968 0.233841 0.159456 0.341704 0.528336 0.336022 0.323327 0.667614 0.650418 0.436014 0.332937 0.392042 0.315121 0.277623 0.265758 0.247371 0.244068 0.495401 0.228732 0.306589 0.231936 0.218417 0.46707 0.249445 0.49499 0.208474 0.280904 0.383092 0.492175 0.414591
threshold=86.345209775600011 19.973460566700002 35.293770423450006 8.1436447804000007 13.551093343600002 15.205355270700002 197.89372115420002 31.445204138150004 90.100985783850021 31.028113015250003 14.815346158200002 216.72927494925003 14.151141757350002 191.20686769655003 62.678712853250012 20.864951208700003 205.96542837505004 8.543332867800002 18.280220412300004 197.91512403570002 111.53582144370002 14.375335877400001 28.298162031900002 24.227986230350002 18.734956189500004 197.20558004415003 197.00658341100004 196.40176798710004 194.03220695150003 14.032563378150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 12 7 9 13 15 21 16 -5 -9 -14 25 18 -18 -12 -20 -21 -8 -23 -24 -25 26 27 28 -2 -30
right_child=2 -3 3 5 -6 -7 10 8 -10 -11 11 -13 14 -15 -16 -17 17 -19 19 20 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.082494036318405864 -0.00038496131468731989 -0.004630618344731499 -0.018561289598486075 -0.11125850110286872 0.073146869716218171 0.0071744181046759841 0.0020710935420397403 -0.028571642274698675 -0.012812604934533784 0.08109590404957287 0.082714021825777279 -0.048948625729672492 -0.060278528535002679 -0.11238791988937694 0.013959239665162196 -0.10747147726929002 -0.10775271815349836 0.05175770727743171 0.004527849442379093 0.026449147992893565 0.10143153454162238 -0.096512333357289384 0.039120285577776609 0.013686530051014462 -0.11286481667615587 0.06113006241081971 -0.11230979836606858 0.092243517403005848 0.013597485630143192 -0.11767940539009786
leaf_weight=0.31175884996264613 9.3442424511354059 25.978047863614108 0.97346895257942678 0.4148765228492296 1.7711376091465352 23.492569346621167 20.241183715307677 0.5453694016468934 2.5338015258312225 0.60854735970497209 1.0489452683832485 0.65256069716997434 0.80030307592824135 1.4350180300825739 1.213214918374433 0.23413381772115904 0.34818200126755972 0.44171736296266317 2.0996260892134164 0.8678186621982602 0.78629563777940348 0.72913633845746462 0.82935237279161844 0.88607260352000572 0.47463293722830713 0.47633322980254966 0.24504758743569333 0.39804761337654859 0.36805787868797846 0.69453323388370336
leaf_count=9 1373 1290 41 81 34 348 813 28 21 5 23 31 17 48 41 10 27 28 43 28 17 46 5 84 46 11 6 20 7 52
internal_value=-4.17289e-05 -0.00359745 0.00120542 0.00706652 0.0406194 0.00351381 -0.00242423 -0.0134541 -0.0463705 -0.0014409 0.00390857 0.0243998 -0.0318993 -0.0893062 -0.0155477 -0.00571181 0.0329583 -0.0185533 0.0414305 0.0298942 0.0620926 -0.00161685 -0.0271884 -0.00410838 -0.0304563 -0.00364476 -0.00643703 -0.0040359 -0.00771846 -0.072208
internal_weight=101.244 26.2898 74.9542 28.6656 2.74461 25.921 46.2887 16.8831 4.51419 12.3689 29.4055 6.24515 2.42839 1.98039 2.01352 11.7604 5.59259 0.789899 4.80269 3.75374 1.65411 23.1604 2.91919 2.19006 1.36071 11.5263 11.0499 10.8049 10.4068 1.06259
internal_count=4633 1299 3334 562 75 487 2772 1581 97 1484 1191 197 139 76 58 1479 166 55 111 88 45 994 181 135 130 1469 1458 1452 1432 59
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=12 17 13 7 15 16 10 16 16 4 16 18 0 16 7 5 7 10 10 16 17 6 13 7 17 15 15 17 2 7
split_gain=0.042479 0.177152 0.374354 0.237819 0.206 0.179522 0.634468 0.193987 0.129417 0.122238 0.109163 0.14911 0.129838 0.180574 0.129441 0.103061 0.18303 0.118651 0.108912 0.0979805 0.0978914 0.350465 0.331058 0.282518 0.204868 0.418883 0.323544 0.235396 0.354003 0.34683
threshold=285.94642765385009 204.04920942250001 115.13321943645001 24.573979631000004 44.732387748900003 16.234962035600002 62.046925192600007 14.684965660200001 8.6249798310500019 377.6847677435 9.3849780538500021 17.370891598500005 102.21786657775002 16.499961415900003 29.467962229850006 23.636018850950002 22.435297587800004 82.299080289250014 90.679004281900021 10.839974651400002 208.35751021765003 14.195331671650001 107.18613720285002 24.355397875400005 205.28496454895003 35.293770423450006 30.505324983850006 203.65799419860002 122.71527679435002 24.277136467000002
decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -4 7 -7 9 -5 -2 -1 20 -13 14 -14 16 -11 -18 19 -19 24 22 -22 -23 27 26 -26 -12 -29 -30
right_child=1 2 4 8 -6 6 -8 -9 -10 15 11 12 13 -15 -16 -17 17 18 -20 -21 21 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.071477507468686419 -0.10916597560840219 0.080231125065356457 0.084182542846690064 0.058029955835441273 -0.015555349660052599 -0.00080629051074778205 -0.1072459474394168 0.0812809709885845 -0.075348847655146378 0.091033945233240668 0.0012456128322786628 0.086099141666434065 -0.10106529002326803 0.099645218915486236 0.066502509768720672 -0.10170437991035899 -0.10182188997105233 0.069040403144105214 -0.10052703569470822 -0.041383189616579164 -0.066685737216517035 0.0039171519589397919 0.018186007099375914 -0.097844391087805072 0.028561024609191073 0.093824322737889709 -0.081032694099910374 0.0021570917338791058 -0.1333232831024008 -0.02758025184544213
leaf_weight=0.21048162695581041 0.11348333994828796 0.15021055031684216 0.75241910060867645 0.082966615713303327 0.28572164278011769 1.6775141607010939 0.84066561403596995 0.29212712770095095 0.59060674090687826 0.21595957059980719 84.280788245473104 0.3801779062487175 0.15774058141323621 0.12100508488947526 0.065134214827594406 0.08743055389197707 0.12816953396759345 0.23326082469429821 0.076488987393531715 0.12258441912126727 0.55942102104017921 0.42832716694101669 2.5756253013387322 0.75146791891893372 1.024881853925762 0.71775272954255331 0.36542569543234993 1.836671595279767 0.48189452860424331 0.87047777988482267
leaf_count=313 12 13 46 62 26 107 127 25 183 16 2847 20 118 15 52 20 52 19 133 46 105 15 15 58 69 11 26 25 14 43
internal_value=-4.3027e-05 -0.0084669 0.0167894 -0.0335469 0.0567322 -0.0208822 -0.03634 0.0097796 -0.0589201 -0.0115914 0.00045885 0.000618877 0.0458252 0.00130007 -0.0520943 0.0012263 0.0128164 -0.0173205 0.00773077 0.0310008 0.000270267 -0.0144418 0.0030414 -0.0608996 0.000978927 0.0317842 -0.000244372 0.000236508 -0.0264323 -0.06526
internal_weight=100.477 5.64961 1.86192 0.823784 1.03814 3.78768 2.51818 1.2695 0.673573 0.977377 94.8273 94.6168 0.724058 0.34388 0.222875 0.863894 0.776463 0.560504 0.432334 0.355845 93.8927 4.31484 3.13505 1.1798 89.5779 2.10806 1.39031 87.4698 3.18904 1.35237
internal_count=4633 887 330 258 72 557 234 323 245 298 3746 3433 205 185 170 286 266 250 198 65 3228 193 120 73 3035 106 95 2929 82 57
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=17 18 15 15 7 15 9 18 7 8 9 17 3 9 12 2 18 5 2 3 16 17 18 5 15 6 15 0 9 10
split_gain=0.0431525 0.319443 0.317531 0.405718 0.249037 0.585196 0.55389 0.610343 0.233717 0.266964 0.270079 0.235768 0.324907 0.235422 0.228657 0.216971 0.202757 0.188629 0.373536 0.346778 0.302336 0.295505 0.487127 0.253011 0.201313 0.194524 0.558043 0.203282 0.338761 0.177951
threshold=188.27285108100003 13.304953393500002 42.33967733730001 42.80317728375001 23.131311951800004 31.264641197600003 190.64005357525002 13.453871405300001 23.209106085000005 8.1436447804000007 196.40176798710004 189.90635174060003 93.292185584700022 189.68479361675003 86.655272465950006 79.265746973750012 14.122113655700002 21.990725385850002 158.58656282205001 93.216908757050007 22.674946976100003 191.06791329340004 14.380989918050002 22.327062271350005 41.195083317300011 16.245379570700006 43.153128509050006 86.103248543850015 204.68881850780005 67.254468591300011
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -7 -8 9 -2 11 -11 -13 -14 16 -3 -6 19 -19 21 23 22 -16 -20 -25 26 -26 -27 -29 -17
right_child=1 4 3 -5 14 6 7 -9 -10 10 -12 12 13 -15 17 29 -18 18 20 -21 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.003237627569104588 -0.0089540395049884335 0.082459903528554035 -0.11115202143888192 0.0068967925499822703 0.0090454202672314091 0.015234448230087103 -0.029992405071146949 -0.12277704299387836 -0.013080547112569896 0.09240472737461651 0.011279090609816076 0.091894390053033431 0.058899035969543025 -0.033868939345369151 -0.12638500355926957 -0.1035621614642772 -0.11141455348063767 0.074639362870797504 0.035593153691448727 -0.048765677554919458 0.057658034925588034 0.0022448793227982876 -0.012190824854237187 -0.048606485592024636 0.066334189029259513 -0.022093932448179955 -0.10510369643802597 0.047867890258567358 -0.006531554228143048 0.02685577275428587
leaf_weight=29.725596851318926 1.0476038489092028 0.61776450835168251 0.37717794126365323 1.2763060763654719 0.23766900599002738 1.424736139080778 2.231263955982286 1.0391340013338775 1.1215448831208048 1.4764187075197699 1.4797033267095683 0.70441878028213967 0.47295519802719332 0.6488627977669239 0.45903279772028271 0.13354838325085439 0.33908591331510252 0.89704331452958186 1.8519934969226586 1.5034631015732873 1.0882693513995025 39.014959828506107 2.0060647173449979 0.95005308865711224 0.29207597833010357 1.8259783808607606 0.5425881240516901 2.0358935040421784 2.6151911444030702 0.48304257747804513
leaf_count=1937 24 11 10 72 4 27 40 27 8 27 24 17 34 18 65 23 45 12 20 15 63 1730 86 29 12 70 50 27 32 74
internal_value=-4.41637e-05 0.0013082 0.019356 -0.0200314 -0.00121337 -0.0206957 -0.0368036 -0.0594737 0.0287246 0.0367669 0.0467824 0.0626891 0.0386655 0.00524177 0.000862114 0.040574 -0.0617754 0.00151798 0.0125479 -0.00158675 0.00757569 0.000123274 -0.0334552 0.0021867 -0.00530183 0.000324988 -0.045112 0.00618021 0.0172804 -0.00139165
internal_weight=99.9194 70.1938 8.60499 1.65348 61.5889 5.92949 4.69513 3.2704 6.95151 5.82996 4.78236 3.30266 1.82624 1.12182 55.6594 1.23436 0.576755 55.0826 12.0991 42.9835 11.202 41.4801 2.4651 10.1138 8.26178 7.31173 0.834664 6.47706 4.65108 0.616591
internal_count=4633 2696 234 82 2462 202 94 67 152 144 120 96 69 52 2260 108 49 2211 315 1896 303 1881 151 240 220 191 62 129 59 97
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=12 2 12 9 12 6 16 4 9 4 19 19 6 4 8 7 6 0 13 3 0 6 0 13 10 5 4 7 2 17
split_gain=0.0415584 0.582221 0.286996 0.393514 0.178512 0.349248 0.439756 0.305742 0.227172 0.152658 0.253533 0.33375 0.304065 0.217751 0.152848 0.143325 0.223291 0.294275 0.180886 0.484865 0.290252 0.431493 0.325006 0.254112 0.452056 0.229671 0.176441 0.205349 0.177443 0.172684
threshold=148.96091148645004 129.01927736685002 144.66294237600002 205.22231928645002 158.10685693470003 14.055328400500002 20.904951115100005 222.34787280370003 43.730860148300003 202.17358131775003 13.351077205700003 14.051133688400002 14.235332606250003 205.83748347565003 8.2435668022500028 22.093462376800005 16.605387982250004 89.576736448400013 109.47132661375001 83.17551763980002 93.308316333500017 15.205355270700002 90.490812212800009 108.18355516925001 70.816675614150014 18.331716563250001 147.36370056065002 24.021206791900003 97.889449657450015 199.59317753375004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 5 8 -7 -6 -3 15 12 -12 13 -11 -14 16 17 -1 19 26 21 -20 29 -21 -25 -26 -17 -28 -29 -23
right_child=1 4 3 -5 7 6 -8 -9 -10 10 11 -13 14 -15 -16 18 -18 -19 20 23 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.11163564566372031 -0.07060608796369798 0.054105014447930748 0.0094079559487709671 0.10331480170206718 -0.10805743884026667 0.089069974197768631 0.00079051403621728826 -0.0010835404409343902 -0.10673712115067038 -0.12373291482637293 -0.09816725732443296 -0.0018733886429807109 0.088258940349190712 -0.008813249456570792 -0.013837621867638681 0.047902708203955618 -0.0021619240832039806 0.03398158231150316 -0.052769136700091937 -0.1033231315235113 0.04717929768784479 0.0086645338202839105 0.052287841719567622 -0.10835364693916463 -0.020912868550592496 0.081461525870797122 -0.036267693436278926 0.0095846712779512136 -0.029204396202020245 -0.031839822517529523
leaf_weight=0.48374976418881432 1.204966143995988 0.12486815949478058 1.4437999076912995 0.64585192907725275 0.26857287448365141 1.0180131635815999 1.2660226710140703 51.413917389427013 0.29590174975783157 0.185586275460082 0.74578468778781803 0.69569556326314341 0.48216150820599057 1.477892725140691 0.2107194212730974 0.81661178823560376 1.7290037446075528 0.19461150544520933 1.161401285789913 0.60808701348287231 1.9106470677070309 14.671784732199741 1.6587571367854241 0.46809564158320416 0.7260575952241195 0.31387683586217463 1.390393977635539 9.2052903787068754 1.3526369880273694 1.1339085970539589
leaf_count=171 30 23 74 16 9 48 9 2682 45 23 48 18 59 159 10 5 241 18 30 98 17 285 38 21 27 63 16 305 21 24
internal_value=-3.80609e-05 -0.00185207 0.00226895 0.0384319 -0.000328806 0.0247143 0.0401374 -0.00163944 -0.0590054 0.000453403 -0.018659 -0.0516934 0.00154944 -0.0216343 0.0572093 0.0023724 -0.0212384 -0.0698603 0.00397725 -0.00441811 0.0100606 0.006253 0.010178 -0.0487517 -0.0267468 0.00998615 0.00293133 -0.00014225 0.00461518 0.00575873
internal_weight=99.3047 55.5923 43.7124 2.08965 54.3873 2.70481 2.28404 51.6825 0.42077 41.6228 3.79784 1.44148 2.35636 1.66348 0.692881 37.8249 2.40737 0.678361 35.4175 14.8811 20.5365 18.6259 17.4645 2.11612 1.50803 1.03993 12.7649 11.9483 10.5579 15.8057
internal_count=4633 2846 1787 90 2816 125 57 2691 68 1697 317 66 251 182 69 1380 430 189 950 556 394 377 347 209 111 90 347 342 326 309
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=7 17 9 9 8 17 7 9 4 3 17 10 17 6 16 9 7 13 7 2 15 9 13 5 13 15 4 3 15 15
split_gain=0.0420158 0.188025 0.757505 0.648167 0.506487 0.382931 0.434508 0.369552 0.309024 0.217946 0.369488 0.335661 0.326022 0.196444 0.184009 0.147178 0.263077 0.361093 0.25853 0.177447 0.164172 0.156669 0.253262 0.484206 0.404184 0.257776 0.337471 0.266885 0.209338 0.31778
threshold=23.109894804950002 191.06791329340004 195.34352961910002 193.49750438550004 8.7431769115000026 188.27285108100003 22.835261448650005 188.55070358395002 250.04947801505003 93.216908757050007 189.5403704096 61.982402197500001 189.00567661160002 16.485385178400005 22.644947046300004 190.36745536595001 23.853977146050003 117.56896250265002 23.960918281000001 94.087390192850009 24.474073043650005 201.65416293750005 103.89008753490002 13.713273242250002 104.19926021995002 41.195083317300011 274.12249728105002 93.345954747300013 39.864684991950007 35.293770423450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -4 6 -1 8 -3 10 -7 12 -11 -9 -13 16 17 19 -18 -2 -20 22 23 -17 -24 27 -27 28 29 -26
right_child=15 2 4 -5 -6 9 -8 13 -10 11 -12 14 -14 -15 -16 21 18 -19 20 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0029749961483807471 -0.018561529334008869 0.089351911760666855 -0.11540735254939941 0.080160559467662915 -0.0047566296566221734 0.010016348920452042 -0.074409107662155444 -0.069089386803870598 -0.020489889827809381 0.10326418151035897 0.092035506312504012 -0.044145617139672633 -0.0054755670298346631 -0.010499338534105842 0.010575725851795191 0.004377457026601847 0.091711067972180635 0.047383516613416082 -0.0034502225661998892 -0.11006264625614837 -0.10255074790072355 -0.0024669120521564267 0.062650753563689293 -0.10570726590820281 -0.002961887063520238 0.063777018891092108 0.011094806917888644 -0.039551455463040633 -0.031779589318991629 0.022047345417530683
leaf_weight=15.579834329117837 0.30382684106007107 0.50554153307530147 1.1055137624061897 0.88346000026467653 0.66102731646969903 1.1968227396318973 0.90073139498417809 1.0972904175523583 0.51915115697920555 0.60427538748626852 1.0151056091272037 1.0559137635627851 0.50710529326784126 1.1959827240352749 1.469983874063473 1.3626564351661716 0.27568964468082446 0.27258466742932785 2.6056409442737736 0.70080754141736179 0.17862505626362679 32.744084866673006 1.3653617566451455 0.56531422221451055 12.132339096511727 1.6581240771920409 4.5594604803773109 1.4336170516908158 1.4502174234949041 8.7414129909011518
leaf_count=1120 8 48 33 19 29 31 38 25 59 9 33 38 42 21 23 71 16 5 776 119 51 1394 23 125 202 22 87 14 21 131
internal_value=-3.77029e-05 -0.00329171 -0.0190592 0.0040425 -0.0740026 0.000922378 -0.00687917 -0.0162251 0.0337016 0.0229038 0.0476569 0.00785079 0.053648 -0.0385336 -0.0122997 0.0012712 -0.0165731 -0.054694 -0.000661573 -0.0823904 -0.00980803 0.00244361 0.00727673 -0.0279013 0.00944077 0.00701707 0.0251443 0.00227302 0.00495893 0.00751136
internal_weight=98.6475 28.2977 5.96797 4.20143 1.76654 22.3298 16.4806 3.31797 1.02469 5.84921 2.21193 3.63728 1.11138 2.29327 2.5259 70.3498 4.33717 1.27722 3.05996 1.00463 2.78427 66.0126 33.2685 1.92797 31.3405 29.9752 6.21758 23.7576 22.324 20.8738
internal_count=4633 1568 234 172 62 1334 1158 153 107 176 64 112 51 46 61 3065 975 132 843 127 827 2090 696 196 500 477 109 368 354 333
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=12 2 7 12 9 17 7 16 0 7 4 8 18 3 0 16 7 7 0 16 2 17 8 5 3 0 2 6 4 9
split_gain=0.0424171 0.429071 0.34413 0.264685 0.319373 0.150329 0.141999 0.532985 0.343374 0.277096 0.669081 0.334975 0.285902 0.268619 0.236939 0.369111 0.347031 0.362493 0.308869 0.232903 0.322288 0.219997 0.379497 0.213344 0.228793 0.471485 0.272817 0.234675 0.210446 0.202137
threshold=147.73915704645003 129.01927736685002 22.870118039000001 144.66294237600002 205.22231928645002 191.56943241645004 24.176603375500004 18.974955628300005 94.165934477050016 23.365573965200003 165.86037890555002 8.4434108459500017 13.900697602550002 84.643415779050017 92.168410086200012 20.804951349000003 23.225757870600003 22.626138143200006 89.711159354950013 22.554947256700004 68.96170560420002 183.32030055335002 8.3434888241000014 20.201591378100002 93.776108048150022 85.732241321850012 85.298498744850022 16.525386113000007 154.38970227190003 192.57902085675002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 12 21 29 14 -10 15 16 17 18 -1 20 -17 -11 -23 -21 26 27 -25 -26 -14 -12
right_child=1 -3 -4 4 -6 -7 7 -9 13 10 11 -13 28 -15 -16 19 -18 -19 -20 23 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.073317122366020476 -0.0073654248084250046 -0.0004904946246446155 -0.11008155281272858 0.054619198020313009 0.10197896796049577 -0.014827410846831639 0.094438277975971666 -0.082415019301687209 -0.0022062594532533948 0.012247602395433144 0.020367411428520221 0.018739264836027721 0.0029532007453319594 -0.07677865340108346 0.057318640441917285 -0.018380751956370733 0.10257245510343001 -0.11753926535210735 0.080426978585964981 0.036915803330500832 0.04750971041359018 -0.067199773123013909 0.014162200791785937 0.0019152129737646203 -0.042138030803102057 0.067175682942682391 -0.047008651089459424 0.0064552613123045168 -0.10844841966780612 0.083265000958659574
leaf_weight=0.30591795470673655 0.65482761786552035 53.789946169002121 0.64987559280416463 0.50819411988277241 0.5640594255128234 0.80616768656364002 0.35515072196721753 0.89411916548851955 11.531566279285581 1.9730269876017681 0.69981333965552073 3.4558505865279585 0.27787356631597404 0.50415486097335893 0.68292639627179674 1.1243409262970083 0.1298074536025523 0.6854510520643089 0.22810244717402384 1.0930684816557903 2.1848702703064191 1.3649418058921585 0.98841399734374125 2.0035764919593912 1.474987768800929 0.9780776030384003 2.6438390891999006 3.0466197656933218 0.43508632612952169 1.8932622494176028
leaf_count=397 14 2822 27 38 14 21 14 36 492 17 32 36 7 110 31 19 2 13 12 33 63 23 32 24 40 17 34 73 63 77
internal_value=-2.98284e-05 -0.0018649 -0.0585286 0.00233055 0.039036 0.0120239 0.000647031 -0.00785089 -0.00247038 0.0047271 0.0176472 0.0391236 -0.00302391 -0.00532996 -0.000357824 -0.00283532 -0.0528699 -0.069416 -0.00764659 0.00180478 0.0251227 -0.01238 -0.0330276 -0.00506023 -0.00958198 0.00422146 -0.0259168 -0.00939629 -0.06503 0.0662903
internal_weight=97.9279 55.0946 1.3047 42.8333 1.87842 1.31436 40.9548 13.285 12.3909 27.6699 10.3753 6.04893 17.2945 12.0357 16.5816 15.8987 1.34928 1.21947 0.53402 14.5494 3.30921 4.32638 2.35336 11.2402 10.1471 5.49969 4.64742 4.52161 0.71296 2.59308
internal_count=4633 2863 41 1770 73 59 1697 652 616 1045 217 145 828 602 758 727 424 422 409 303 82 72 55 221 188 130 58 113 70 109
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=5 10 12 8 17 17 17 5 18 15 7 5 10 19 8 4 19 13 18 13 19 9 18 10 2 5 9 9 18 2
split_gain=0.0408205 0.150009 0.131474 0.1074 0.102997 0.103908 0.102878 0.0846679 0.0768173 0.16689 0.104393 0.0730601 0.128356 0.215964 0.156717 0.124072 0.0635938 0.0603157 0.0565711 0.148219 0.192606 0.175063 0.08017 0.139407 0.0903717 0.0901542 0.0815818 0.149953 0.165201 0.136031
threshold=12.306951632950001 82.299080289250014 221.15890037120002 7.1444245619500011 194.75204781875001 182.37451917730002 198.14651800945003 10.098719381700002 16.161386252450004 12.38011581135 21.946499523750003 13.252098438300001 81.339300736700025 12.350996516100002 7.4441906275000003 310.24664133230004 9.4507625164000029 92.146902421150017 16.622853636350005 100.66662623655002 12.250988447150002 203.80256579455002 16.321136347000003 80.538140213850014 150.09415187510004 13.477720021600001 223.65407503400004 219.19610828025003 15.691153810300003 202.17021369765004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 -6 8 17 16 -11 12 13 -2 -15 -16 -10 -3 22 21 -21 -20 25 24 -24 -13 27 -27 -29 -28
right_child=11 3 -4 -5 6 -7 -8 -9 9 10 -12 18 -14 14 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 29 28 -30 -31
leaf_value=0.0039784552840931436 0.10159150742180599 -0.0073329502244680322 -0.10199731913326071 -0.10066978386160326 0.09428998931211563 -0.10138776112625546 -0.037114192310898263 0.059170890374171205 -0.10015003898336444 0.081699377424404376 -0.10059508881712856 -0.037404926995192926 -0.011827435510034491 0.06409966721387364 -0.1039517004046846 0.027706589227043582 0.044674063865949333 0.091778850545463864 -0.078131332869282255 0.088225168796811138 0.0017057853241679692 0.012835043050612841 -0.018873136883827659 0.0061521605891988376 -0.10617283118875638 0.0003599041446793775 -0.0092890184664688961 -0.068793780592237549 -0.0048482249626383622 0.059824195808677642
leaf_weight=0.17674475973762982 0.39529710169881471 0.11324288316245634 0.27842745924863266 0.083973311665204053 0.12599293768289499 0.19894219252546463 0.1130322738099494 0.33200010826112702 0.033917458236373932 0.036136837210506201 0.24037249168077324 0.64464375848183308 0.66861747121220105 0.23719393322244287 0.16122341156005859 0.12872879323549569 0.28588427635077096 0.13412652053375496 0.27628211691626281 0.49707053788006283 0.5334209852735512 0.90309530727972742 0.21272787754423805 0.55111109235440381 0.26792637645849027 86.811094839935038 0.54699394683120661 0.65924320062913366 1.0435261489474212 0.59408892107603606
leaf_count=25 18 36 142 237 12 119 41 50 187 3 256 17 32 17 19 26 141 18 25 7 38 65 19 31 24 2901 23 48 21 35
internal_value=-2.28587e-05 -0.0136398 -0.0449887 0.00858774 -0.0191673 -0.0518174 0.0321505 0.0163915 -0.000442803 -0.0198775 -0.0767711 0.000285285 0.0215341 0.0457156 0.00381534 -0.0455 0.0293143 0.0464066 -7.61399e-05 0.0157335 0.0434395 -0.00847483 -0.000458673 -0.0281758 -0.0675357 -0.000141976 0.000125955 -0.000216547 -0.0296053 0.0266938
internal_weight=97.2851 2.15279 0.89314 1.25965 0.614712 0.375687 0.239025 1.17568 0.84368 0.596311 0.276509 95.1323 1.59106 0.922443 0.527146 0.289952 0.319802 0.247369 93.5412 2.20987 1.03049 1.17938 91.3314 1.03177 0.480654 90.2996 89.6549 88.5139 1.70277 1.14108
internal_count=4633 1267 339 928 197 144 53 691 641 587 259 3366 112 80 62 45 328 54 3254 135 45 90 3119 74 43 3045 3028 2970 69 58
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=5 2 5 13 13 8 8 16 4 16 12 17 3 5 15 13 15 9 13 16 7 10 10 8 8 0 6 14 10 8
split_gain=0.0384713 0.105211 0.133313 0.0705639 0.166965 0.170303 0.207562 0.191154 0.116652 0.085558 0.0826564 0.0666037 0.0661291 0.178735 0.32217 0.212937 0.381719 0.158584 0.146579 0.157256 0.154282 0.122185 0.106254 0.0827922 0.0936717 0.200517 0.177378 0.131173 0.128829 0.123778
threshold=31.794087907800002 172.99241708655003 36.806659819600007 117.97223122220002 118.06363879865002 8.543332867800002 10.441851282850001 22.794946695500006 160.20223982390002 22.764946765650006 82.846568806150017 168.09695031380002 93.915907870950022 22.533652790000001 36.136500007950012 117.66037007905001 42.33967733730001 188.08209940425004 116.56347916185001 19.284954903400003 19.506002767000002 62.009286778800011 55.782817748650011 9.3427090425500019 8.8430989333000021 88.350799540950007 16.625388449550005 144.12207640715005 61.821094709650005 8.7431769115000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 7 10 8 -6 12 -7 -3 23 14 17 16 18 -14 19 20 22 -20 -15 24 26 -26 27 -1 -29 -30
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.040326839277486745 0.097549858190053559 -0.10368318751528666 0.069513623941310762 -0.1050300966111028 0.084565169472814644 -0.0011819091055311599 0.027206354187211824 0.10168074906971954 -0.10376715530501653 0.03093245613708652 -0.10395493353736199 0.0039183050050677114 0.073611036947155206 -0.10197930541388048 -0.1068079383721286 0.023932937130963367 -0.10782721821222058 -0.10505377621528814 0.078255501141074213 -0.10988430609960463 -0.1014747311864151 -0.0019095117501092306 0.05309736040743273 0.034682072531648574 -0.051883428550212621 0.01634262064795786 0.053545667962135869 -0.073317671259687744 -1.7419837874090142e-06 0.018409923158171367
leaf_weight=0.78969786502420802 0.15066782607527685 0.11430894363638799 0.15910886131314328 0.20915853045880695 0.048742980667156877 0.10205048648640513 0.30753786675632 0.23792333528399467 0.10111022162345762 0.89444098807871242 0.33562880902900361 0.11580356104258271 0.20436271105927417 0.05201108581064795 0.47149804513901472 1.6090401455548997 0.43456925097416377 0.06563599245032492 0.29609629006881732 0.20201685093343258 0.12094059822106829 0.53126166067704617 0.29354690590116661 0.70043625950347532 1.0063076177029859 0.75320193278093928 0.62884217435202927 0.23504151256201922 81.990816324885827 3.8215586966834953
leaf_count=18 23 22 39 12 10 11 10 9 72 15 62 26 76 84 21 32 107 9 106 5 159 8 45 26 32 32 19 9 3483 51
internal_value=-2.22647e-05 0.0265975 -0.000868217 -0.000171282 -0.0229405 -0.00778613 -0.0357532 0.0459601 -0.042508 0.000150057 -0.0799921 -0.049533 -0.000142205 -0.0122852 -0.0569277 -0.00293292 -0.0253258 0.0301781 -0.00135818 -0.0361822 -0.00426561 0.0267801 0.0297563 0.00043587 0.000167031 -0.0226776 0.000626585 0.000243364 0.000615696 0.000818201
internal_weight=96.9834 0.539889 0.389221 96.4435 1.34215 1.13299 0.745217 0.387777 0.149853 95.1013 0.437679 0.230113 94.2069 4.28098 0.741497 3.53948 1.93044 0.269999 1.49587 0.668515 0.466499 0.827358 0.345558 89.9259 89.2255 1.75951 87.466 86.8371 86.0474 85.8124
internal_count=4633 110 87 4523 186 174 83 91 82 4337 73 48 4322 652 106 546 514 85 407 293 288 114 129 3670 3644 64 3580 3561 3543 3534
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=12 2 12 9 12 6 0 4 9 4 14 5 5 16 13 4 6 5 8 13 13 12 2 2 3 7 16 0 8 8
split_gain=0.0375948 0.404661 0.21143 0.336789 0.126591 0.289246 0.39464 0.271089 0.187124 0.129745 0.126537 0.240508 0.484009 0.231298 0.180849 0.173775 0.168894 0.293426 0.434903 0.304619 0.165832 0.484599 0.16437 0.166538 0.172294 0.118541 0.458555 0.303469 0.256569 0.365717
threshold=148.96091148645004 129.01927736685002 144.66294237600002 205.22231928645002 158.10685693470003 14.055328400500002 89.576736448400013 222.34787280370003 43.730860148300003 228.08113677860004 255.27041524225004 21.869642762900003 20.911722254300006 22.674946976100003 117.57971633515002 256.68271631930003 16.515385879350003 23.967536448650005 8.6432548896500023 117.60122400020002 113.0174028878 174.01334043920002 175.26802860955004 183.27506507165003 93.883646373400012 24.176603375500004 18.974955628300005 94.165934477050016 8.0437227585500022 7.943800736700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 25 -4 5 8 -7 -6 -3 -9 11 12 20 15 -13 -12 -17 18 -18 -19 21 -11 -15 -24 -25 28 27 -27 29 -1
right_child=1 4 3 -5 7 6 -8 9 -10 10 13 14 -14 22 -16 16 17 19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00073417593945867133 -0.061214607654600108 0.049746148748822168 0.0082232121153335471 0.10062131416021719 -0.10720871866390591 0.0019458656648931661 0.090168762386190759 0.028698554271295147 -0.10579270024091436 -0.00074059907062222236 0.031483256780880951 0.015155540809797927 -0.064473295680972917 0.097842268292016699 -0.027639641842532627 7.1941822338251999e-05 -0.11272011379532579 0.013045383439889017 -0.0020886582233496983 -0.08807069454599431 0.021437543749933917 -0.096503284668195563 -0.019158529965508618 0.071259919289647519 -0.0070410791387645021 0.092986025829388808 -0.078088756494152145 -0.0047970454385443187 0.0066488574576655402 -0.10968649799223409
leaf_weight=0.83769410226432472 1.1212683540070418 0.10959473589309654 1.3893713731090418 0.55090524145271036 0.24189351507811707 1.3367002392769793 0.81690192804671813 1.4207720440317633 0.26288298273357213 2.9058364152988347 1.5716268059331913 4.1955326444622187 2.0000401958823204 0.32672276295488645 1.2914347660844212 28.919429122524889 0.7224732089089223 2.1103844604782016 0.69923697493504733 0.34690581107861351 1.5066187698394058 0.64588975728838693 0.66692744835745532 0.77869377357637837 0.43969911563181086 0.32600090838968476 0.85147605207748789 12.008906460332012 25.714352616500037 0.4672531847609207
leaf_count=474 30 23 74 16 9 44 13 21 45 103 15 93 22 11 36 2024 30 117 11 42 20 30 12 46 49 14 36 602 551 20
internal_value=-2.59442e-05 -0.00176191 0.0022163 0.0344579 -0.000511588 0.0213378 0.0354105 -0.00159828 -0.0600282 -0.00109289 -0.00195446 -0.0106209 -0.0228287 0.00101757 0.00508309 -0.000999671 -0.00255618 -0.0221498 -0.0583085 -0.00122959 -0.00636262 -0.0181553 0.0323609 0.0210131 0.0430023 0.000660361 -0.00711222 -0.00221272 0.00445366 -0.0388034
internal_weight=96.5834 54.4375 42.146 1.94028 53.3162 2.52608 2.1536 50.7901 0.372478 50.5482 49.1275 12.5454 7.05839 36.5821 5.48697 34.3701 32.7984 3.879 1.42171 2.45729 5.05834 3.55173 2.21204 1.88532 1.21839 40.2057 13.1864 12.3349 27.0193 1.30495
internal_count=4633 2846 1787 90 2816 125 57 2691 68 2682 2661 304 175 2357 129 2239 2224 200 41 159 153 133 118 107 95 1697 652 616 1045 494
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=6 3 5 19 9 7 5 8 5 4 15 6 16 4 5 13 13 3 13 18 13 6 6 6 13 16 8 15 5 5
split_gain=0.0388104 0.270479 0.282376 0.199891 0.299719 0.28649 0.225922 0.275257 0.222723 0.221861 0.150237 0.250679 0.456354 0.304558 0.190388 0.163037 0.492981 0.423122 0.742277 0.354292 0.337624 0.530793 0.350562 0.273473 0.209488 0.352272 0.505844 0.3505 0.200176 0.401243
threshold=16.455384477450004 90.461239173300015 20.093158056800004 14.451165964200003 191.96565807215003 22.435297587800004 21.191508333600002 8.543332867800002 21.324133279950001 314.71948599205001 42.33967733730001 16.405383309150004 22.624947093000003 292.45535980730006 23.714185006400005 112.67059178900001 113.19215266625001 87.399085362750014 111.12203990580001 13.546420092050001 112.36141910395001 15.045351532250001 14.935348962050002 13.855323727400002 113.98793627290001 22.494947397000004 8.543332867800002 33.423812040500003 21.324133279950001 20.971847224900007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 6 5 -5 7 -4 -8 -6 15 12 -12 -13 -14 17 -17 19 23 -1 21 22 -21 -19 -18 26 27 -26 29 -27
right_child=1 2 3 4 9 -7 8 -9 -10 -11 11 13 14 -15 -16 16 24 18 -20 20 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.074666231021004836 -0.082080899275400923 0.069154376611939253 -0.058318230636136961 0.0072560462265781767 -0.0071752701518497317 0.078452888063246143 0.044637361718172903 0.0006335033387746109 -0.007165901241851293 0.054981837203630361 -0.085380930178905121 0.044172690216950999 0.055643645458832595 -0.03088436024842733 -0.026709911963330342 0.063804845058625465 -0.026786833644036126 -0.038376704707542841 -0.10835106179312221 -0.00098463996323622217 0.09237334353981852 -0.080750114234067624 0.061104121594904894 0.054855612600201366 0.013282668344172755 0.003815076933088839 -0.028862096587807213 0.09375707519472011 0.013334722877732472 -0.047037755093292714
leaf_weight=0.64395220467122172 0.42706851024559256 0.54847064893692987 1.8629815746098821 1.2191239994717746 6.3455278837718652 1.0536499190056927 0.88010293710976739 1.3777993430016975 14.563932506051058 0.63138557135971485 1.1136715424690913 1.1252020346146312 0.44157467689365126 1.0405636295745351 0.77063499182258965 1.5389220660290472 1.8660239898599709 0.64085035461084705 0.98961215442977835 33.659188560960729 0.38991172891110082 0.81918588498956424 0.93461721543280774 0.61803011562960819 0.8730455280747299 6.6030267547757848 0.80705296248197544 1.4239628985524175 8.7412169238086772 2.0281748007982969
leaf_count=40 25 18 26 53 168 26 8 26 717 30 93 20 23 38 33 36 38 117 46 2466 5 30 27 151 17 102 9 85 136 24
internal_value=-2.55309e-05 -0.00308835 -0.00190395 -0.00329912 0.00872373 0.0402626 -0.00925089 -0.0332552 -0.00421381 -0.00155028 0.00129471 -0.0163711 -0.0391676 0.00811078 0.00328923 0.00256272 0.00906008 -0.00144721 -0.0435478 0.00115007 -0.000172196 -0.00119116 0.000692806 0.00739442 0.00528933 0.00821243 0.039242 0.0631704 0.00266814 -0.00813441
internal_weight=95.9785 28.91 28.483 27.9345 9.24969 2.27277 18.6848 3.24078 15.444 6.97691 67.0684 4.49165 2.32588 2.16577 1.21221 62.5768 23.8814 38.6953 2.24849 36.4469 35.8029 35.413 34.5938 1.25888 22.3425 20.4765 3.10406 2.29701 17.3724 8.6312
internal_count=4633 1097 1072 1054 277 79 777 52 725 198 3536 207 149 58 56 3329 447 2882 314 2568 2528 2523 2493 268 411 373 111 102 262 126
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=2 2 14 3 2 16 6 15 16 4 5 15 9 5 16 10 5 13 13 15 6 9 7 13 13 6 18 5 15 15
split_gain=0.0397 0.262268 0.113249 0.194638 0.255048 0.107124 0.384342 0.333033 0.124456 0.341982 0.175417 0.345123 0.837249 0.425039 0.413878 0.311425 0.400853 0.274863 0.661798 0.365793 0.385275 0.260325 0.393921 0.247299 0.220012 0.35723 0.2197 0.211028 0.210968 0.233799
threshold=137.50513673700002 138.24741514690001 229.53115199535003 93.345954747300013 145.83272221200002 22.674946976100003 16.555386813950005 40.42701969085001 22.604947139800004 169.30632827135003 19.897785533950003 31.445204138150004 200.15236065845002 18.331716563250001 20.804951349000003 62.186725015400008 21.612734424500001 111.38282034450002 109.58961877145002 28.579157549250002 13.775321858200002 197.89372115420002 22.673598830200003 113.95029785905002 117.47755492620001 16.515385879350003 14.349689277800001 22.245176011200005 28.298162031900002 27.471913688500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 -7 8 10 -10 11 13 23 17 26 24 -17 18 19 28 -21 22 -18 -13 25 -12 -15 -23 29 -1
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 15 12 -14 14 -16 16 21 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.2128490705639794e-05 -0.081445745464392511 0.098991406457519956 -0.0018631135027028141 -0.11633801732913469 0.081985798623721559 -0.07135633744050382 0.0029066020724359026 0.059303862749918883 0.017715644206780363 -0.032124690438086974 -0.11986054916850991 -0.1125604686582517 0.012050112793962214 0.097958699887268977 -0.013560916723423631 0.069900041014004793 -0.10722502846270179 -0.068721432035672783 0.064459143006988337 -0.0088292235998791609 -0.10832829913436622 0.087405668226498257 0.10002269897299926 -0.026699321061743969 0.010789620255948729 0.0066748294843309991 0.030006424797032107 -0.020220257608371602 0.046980341058050039 -0.069961336447395897
leaf_weight=14.460247819823634 0.41220151265770155 0.29591568229807208 47.5405381804851 0.13301281010353705 0.12652624540896795 0.89413082227110763 3.1594401113688946 1.0446387738920737 2.3395664324052623 3.345140186836943 0.35869634503569425 1.0376093764789396 2.1358387017389759 1.0536718283037765 0.94491632020799432 1.9347120874956547 0.38655293045258055 0.57502080965787072 1.5327807036228467 0.95257005188614019 0.65797417517751455 0.37594316746526601 0.12024092802312225 0.4957114104181527 5.794168635213282 0.59025751359786227 0.86755184782668937 0.35347837507288205 0.92133604455739337 0.49416369693062812
leaf_count=684 18 8 2666 33 28 25 84 26 57 42 19 51 85 26 18 63 101 19 23 6 61 11 4 13 166 198 25 38 13 22
internal_value=-1.43473e-05 -0.00201932 -0.0013386 0.0435535 -0.0196544 0.00206263 -0.0134742 0.00353506 0.00213892 -0.0116127 0.0043078 1.06168e-05 -0.0284239 0.00465575 0.0406242 0.0156334 0.0414791 -0.000605553 0.00145386 -0.00406894 -0.0494787 -0.00300044 -0.0580538 -0.0848022 0.00347958 -0.0411544 0.067274 0.03525 0.000537735 -0.00232358
internal_weight=95.3346 48.5082 48.096 0.555455 0.259539 46.8264 4.05357 42.7728 41.7281 5.68471 36.0434 26.1294 3.66916 22.4602 2.86614 9.91405 3.17093 19.5941 19.0191 17.4863 1.61054 1.23622 0.506794 1.53332 6.74312 0.948954 1.92122 0.729422 15.8757 14.9544
internal_count=4633 2753 2735 69 61 1880 109 1771 1745 99 1646 1046 149 897 69 600 217 828 809 786 67 154 105 64 383 217 51 49 719 706
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=18 7 0 7 2 10 18 18 7 8 13 7 8 6 7 5 0 6 9 9 18 7 16 16 10 6 7 3 17 9
split_gain=0.0401788 0.224531 0.26775 0.221654 0.272328 0.167498 0.148985 0.421505 0.29394 0.423309 0.361779 0.195517 0.187735 0.1325 0.187976 0.201685 0.130042 0.121301 0.17413 0.333805 0.156639 0.15472 0.359607 0.292739 0.837911 0.281637 0.259272 0.434188 0.256491 0.22224
threshold=15.329371696850002 24.930088150450004 96.082805124100005 24.799466712900003 211.60292443180003 71.246828915000023 14.912399602950002 15.015859748200002 25.334697901700004 8.2435668022500028 104.19926021995002 25.459519683700005 8.0437227585500022 11.085259005300001 27.266563853300003 2.7155367820000005 93.972365491700018 14.195331671650001 212.80230024750003 75.287035528200008 14.598777227650002 23.989000783400005 22.654947022900004 18.369957043050004 70.182199495350019 14.785345457250001 24.385896469550001 89.256809930900019 203.09927826650002 214.52351813370004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 -4 17 16 9 10 12 -10 -9 14 15 -7 -8 18 19 -1 -21 28 23 -23 25 -25 27 -27 -19 -28
right_child=1 2 5 -5 -6 13 7 8 11 -11 -12 -13 -14 -15 -16 -17 -18 21 -20 20 -22 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=-2.8125445411331603e-05 -0.10239858110214697 -0.079530169281107344 0.061587506184010002 0.091868445760155668 0.039396834768438756 0.06808498000872909 -0.0029102246267757336 -0.0044925139866078849 0.08750432281557724 -0.10976732634825964 -0.085011285836453745 0.006312875551395568 0.070352934828039435 0.0046539089621447875 0.0030683928342532655 -0.089171146776626187 -0.10796481509671751 -0.00021543686140032222 0.010121488147730347 -0.10402210434542081 -0.036454592230403142 0.032476045279515468 0.078212656696139027 0.053620248718716283 -0.10409518155793265 0.061374551194325805 -0.036205876491675656 -0.0047199077234734632 -0.050372156715031757 0.019110593853160732
leaf_weight=1.7549731913641147 0.17045705906639586 0.40245822325959935 0.47457803878933091 0.55594802256382536 0.659453436246622 0.095213216509363319 0.1468091654132867 1.3196011192740122 0.44010295916814335 0.47769981110468496 0.46026298939250399 0.90957964446170081 0.44921639352105547 12.466940266349409 0.92872502403361068 0.56859683252048399 0.5969134510778531 53.393071613323514 1.7681356020038945 0.60178404946782371 0.79817759117577225 3.3380071707360885 0.74438122552237551 1.1136879305704468 0.7403438676119557 1.4317923057824353 2.5321828902233396 3.2499074700608617 1.0394122930542824 1.0183976106345651
leaf_count=311 85 60 7 20 76 21 22 77 17 20 44 54 9 422 694 311 69 1667 22 77 44 56 57 9 136 28 93 70 39 16
internal_value=-1.21853e-05 0.0045012 0.000928621 0.0430058 0.0102732 0.00315658 -0.000952749 -0.0180218 -0.00533347 -0.0243418 -0.00603486 0.0327877 0.0145156 0.00118424 -0.0259775 -0.0666152 -0.0872273 0.000161639 -0.0150007 -0.02908 -0.065499 0.00124974 0.0105581 0.00680659 -0.00168856 0.00642361 3.87048e-05 0.0154936 -0.0011732 -0.0203397
internal_weight=94.6468 16.3224 14.9365 1.38586 0.82991 14.5341 78.3244 4.80019 4.05646 2.70678 2.22908 1.34968 1.76882 14.0595 1.59254 0.66381 0.743723 73.5243 4.92307 3.15493 1.39996 68.6012 14.1687 13.4243 10.0863 9.34597 8.23228 4.6817 54.4325 3.55058
internal_count=4633 1696 1515 181 161 1455 2937 312 221 150 130 71 86 1448 1026 332 91 2625 454 432 121 2171 465 408 352 216 207 98 1706 109
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=18 10 19 16 7 5 7 16 13 17 10 17 17 7 12 13 15 10 10 7 2 12 18 6 16 2 0 17 15 12
split_gain=0.035524 0.16585 0.169558 0.116876 0.208224 0.1638 0.142582 0.151476 0.176072 0.163333 0.120438 0.110122 0.192023 0.155928 0.134214 0.227664 0.224816 0.15095 0.13196 0.105426 0.317169 0.163521 0.141079 0.142437 0.117255 0.147439 0.146234 0.102647 0.356614 0.253254
threshold=15.534793034950003 71.053259929650025 13.851117550450002 14.184966829400002 25.459519683700005 14.835543846500002 24.103872582350004 9.7049773055000017 98.255079293500017 180.19381692845005 90.679004281900021 212.38791228795003 208.35751021765003 25.198021589200003 328.37985594320008 117.55283175385001 49.977661466200011 63.23522368630001 65.644082171150004 25.806080957700004 186.79363985910004 105.28371344000001 16.622853636350005 11.755274660100001 17.614958808600004 150.09415187510004 100.69082235970002 205.28496454895003 35.293770423450006 186.40370309910003
decision_type=2 2 2 2 2 2 2 2 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 5 -5 6 -3 9 -9 -8 -11 12 14 -14 27 17 -17 -16 -13 20 -6 -21 -23 24 25 -24 -27 -1 29 -29
right_child=1 2 -4 4 19 -7 7 8 -10 10 -12 18 13 -15 15 16 -18 -19 -20 21 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00044986840686157592 0.075284719550965176 0.071816986070128069 -0.10334053265690667 0.051403454050905566 -0.10738300086067283 -0.095359484928342744 -0.10169630150104664 -0.077595704817697897 -0.001068193250577276 0.066418424520252692 -0.046085229786074725 0.074951603340395676 -0.076091753146633578 -0.0079592360265834227 -0.10552868591576547 -0.047338320017139127 0.098864772522467975 -0.01269552572294232 -0.0049185509017694792 0.072401072192118582 0.039443714654848361 -0.0054724524671146066 0.021457105046002369 0.065336412899698271 0.080882777270980769 0.048407642367493287 -0.1012464272964895 0.038181459602467369 0.095350079438780641 -0.070298384830803237
leaf_weight=78.194106288758803 0.32854457749635813 0.20961016563887636 0.14744466290358182 1.0674931720786824 0.30452786826936051 0.22981107430314285 0.090474668330898456 0.55591078196266586 0.65474086464382708 0.45431461968109943 0.12036486540455371 0.41949813114479084 0.60666168062016257 0.75262522656703368 0.43577032214289946 0.21506279415916651 0.20584122650325298 0.29287689098896408 0.40809149679262191 0.36880857858341176 0.28463561591343023 4.5227289785689209 0.61295679667637137 0.64409585850080464 0.177716935868375 0.089154152490664274 0.24397118518936622 0.47202245751395711 0.49127492215484381 0.39554966420109849
leaf_count=2660 17 46 21 63 31 36 207 485 16 61 242 26 49 14 90 44 10 94 16 37 23 131 10 24 27 10 82 24 9 28
internal_value=-1.66833e-05 0.00529399 0.00316062 0.00463768 0.01017 -0.0152339 -0.00640411 -0.0151449 -0.0362083 0.0231929 0.0428549 -0.000728322 -0.00109436 -0.0383674 -0.000466562 -0.0343915 0.0241616 -0.0682148 0.0355669 0.00409757 -0.0364483 0.00768469 0.00389048 0.0278433 0.00635438 -0.00764541 -0.0611946 2.36578e-05 0.0272725 -0.0112774
internal_weight=93.9967 11.1073 10.7788 10.6313 8.31609 2.31523 2.08542 1.87581 1.21065 0.665154 0.574679 82.8894 82.0618 1.35929 80.7025 1.14955 0.420904 0.728647 0.82759 7.2486 0.589163 6.65943 6.29062 1.76789 1.1238 0.946082 0.333125 79.553 1.35885 0.867572
internal_count=4633 1569 1552 1531 438 1093 1057 1011 501 510 303 3064 3022 63 2959 238 54 184 42 375 54 321 284 153 129 102 92 2721 61 52
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=16 19 18 13 18 10 16 9 10 0 4 7 16 7 12 8 4 12 13 15 17 17 16 7 6 7 17 6 15 9
split_gain=0.0363788 0.22172 0.305069 0.53337 0.439675 0.353551 0.270658 0.321065 0.264191 0.200402 0.185875 0.186617 0.191504 0.166808 0.161843 0.224575 0.145309 0.241619 0.133141 0.119974 0.481227 0.11861 0.113488 0.331209 0.156635 0.113067 0.194182 0.138591 0.109336 0.17599
threshold=18.634956423400002 12.651020723000002 14.804191144800003 104.19926021995002 14.741741751300003 74.927328095600004 18.094957686100003 187.45330412110005 68.327163385350005 93.910530954700008 309.31594811510007 26.366329164100005 17.874958200600002 24.812967180000005 108.01934997995001 8.0437227585500022 147.36370056065002 82.088033630950022 106.01665791610002 26.384523135650003 173.77968723070003 162.04221493815001 15.454963859600001 24.653703271800001 13.745321157250002 24.872345000050004 236.15709471040003 13.705320222600003 21.998656772400004 203.09362050815002
decision_type=2 2 2 2 2 2 2 2 2 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 4 10 5 6 14 -8 -9 -5 13 -12 -13 -4 -3 18 -1 -18 -16 21 -21 -19 28 -24 -25 -15 27 -27 -23 -30
right_child=-2 2 3 9 -6 -7 7 8 -10 -11 11 12 -14 25 15 -17 17 19 -20 20 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=0.087457354351430733 0.0010977380771693113 -0.0077439457135769635 -0.10500648277896388 0.037249936913125378 0.094766666437297323 -0.12805280766243143 0.063748402334739912 0.077052784418175979 -0.1111058467998982 -0.10560996022527845 0.076971704736572708 -0.10095901675719295 0.092425660754164432 0.016579107929989931 0.036710688268291096 0.097628513394692085 -0.11732781686518097 -0.080370984642941914 -0.065869136307592932 0.099777776728445469 -0.10577280545600254 0.0095266328377722042 -0.01884609926753299 0.025797319260086202 0.10476820531244622 -0.10270654613572693 0.054468128974549772 0.027397116791204313 -0.045305817248504215 0.0015005396347871124
leaf_weight=0.20235402323305862 70.942525506847232 1.3769026666413999 0.24247757659395652 0.10773957663695899 0.44345111009897653 0.24010199682652444 0.1860921840998343 0.086335812382458244 0.55002156920818379 1.1081748218221035 0.39980520159224386 0.15272853945498355 0.077037007780745625 0.60631204675883033 0.3896435538383114 0.45032045338302851 0.16738390774935297 0.16018902380005506 0.18737488761871646 0.16403449640347467 0.37263790137330943 8.2543025228901552 0.78960934127326154 0.47403937718991052 0.53419739659875631 0.38064752459467854 0.15306831606721971 0.1043128976598382 1.0692026194747075 3.2300746629480273
leaf_count=3 1726 30 36 14 11 46 116 29 113 168 52 59 16 5 58 11 36 290 81 4 69 1286 97 40 6 85 18 13 67 48
internal_value=-1.64563e-05 -0.00350462 -0.0179369 -0.0401692 0.00100936 -0.0109835 -0.00227223 -0.0517906 -0.085578 -0.0929515 -0.00984451 0.0356982 -0.03612 -0.0291289 0.0146671 0.0447038 0.00327489 0.00215534 0.0034 0.00348437 -0.042946 0.00520147 0.00615662 0.0296548 0.0676387 -0.0143431 -0.0437281 -0.0747218 0.00279135 -0.0101399
internal_weight=93.6031 22.6606 7.24255 3.3323 3.91024 3.46679 3.22669 0.82245 0.636357 1.21591 2.11639 0.629571 0.229766 1.48682 2.40424 1.02734 15.418 15.2157 0.577018 15.0483 0.536672 14.5116 14.3514 1.79785 1.00824 1.24434 0.638029 0.48496 12.5536 4.29928
internal_count=4633 2907 961 466 495 484 438 258 142 182 284 127 75 157 180 150 1946 1943 139 1907 73 1834 1544 143 46 121 116 98 1401 115
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=15 8 13 16 17 16 19 17 2 17 17 17 12 14 12 4 2 0 18 17 9 10 13 0 10 7 16 4 15 19
split_gain=0.0390475 0.0737479 0.0924493 0.0545094 0.172456 0.106041 0.12809 0.150659 0.103186 0.052312 0.163837 0.131317 0.157447 0.15225 0.122285 0.146639 0.114151 0.108404 0.222732 0.170504 0.105465 0.124551 0.138708 0.120968 0.0966945 0.115201 0.0768202 0.27115 0.137014 0.355214
threshold=11.870705757150002 2.5480115570500002 75.758061657900015 9.7049773055000017 180.19381692845005 11.864972254500001 10.650859343850001 178.50558947615002 223.87650328090004 174.72950843050003 173.32159167880002 179.03071761140004 66.834523482800009 182.72481287975003 66.834523482800009 163.62029285410003 192.72744941785001 94.047642319350018 13.431207332600001 167.17143786700004 66.544071737050004 55.887667615750004 116.56347916185001 89.057864029250013 55.855406118200008 18.837757148050006 14.184966829400002 308.58584608000007 20.538897842700003 12.250988447150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 -5 10 14 12 -11 -14 -7 -16 -15 18 20 -19 21 22 -17 24 25 -22 27 -13 29 -28
right_child=3 -3 -4 5 -6 9 -8 -9 -10 11 -12 26 13 16 15 17 -18 19 -20 -21 23 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10116014979445487 -0.10172942654896294 -0.10331155266325268 0.02730329471613099 -0.10032819317055852 0.068794269353759971 -0.054307800871276839 -0.10198225667975708 -0.10196590897238547 0.087729708233862738 0.060563561995121556 0.067526309495547901 -0.097099760873695429 -0.10104338374768949 -0.0033822231758555768 0.081659538911336371 -0.10742080336292888 -0.090247292428896758 0.002339880129658634 -0.1230884869834737 0.072134545309758435 -0.10051155028563707 0.056188393392744722 0.03679369740200486 0.046616220067754517 -0.087853060840351924 0.095646894551198125 0.059013984007151445 0.013740849834417168 -0.00012509682967884667 -0.031383584335530471
leaf_weight=0.075298201762051487 0.07276549201742355 0.10471489429477288 0.21880965452646706 0.036153717062574198 0.32066301738086622 0.32667327611125019 0.22473289725598988 0.097257452858684701 0.15118836281180847 0.16671424824744363 0.45723899036784121 0.35557876903385377 0.33065244113822678 0.71460775045125047 0.26179247626760149 0.12438300615758657 0.19190981582505628 1.3779140360638846 0.17243683641413543 0.46920472028432403 0.050411060095200355 0.44477211398771033 0.1437953670611023 0.14307556115090847 0.32301626293701702 0.073724670910451096 1.2284086971994828 0.58186415304180628 83.143409153819448 0.67274651379557315
leaf_count=180 43 210 114 110 73 20 189 63 11 7 52 160 27 110 72 13 22 62 18 18 129 40 27 4 187 19 86 124 2365 78
internal_value=-2.20358e-05 -0.031245 -0.00558623 0.000112357 0.0372555 -4.60283e-05 -0.0455483 -0.000985493 0.0514379 0.000206557 0.0108859 -0.000327306 -0.0306647 -0.0429582 0.00426436 0.00960229 -0.0217716 0.00392503 -0.0162835 0.0200691 -0.00215106 0.023733 -0.030094 -0.0334171 -0.0590254 0.0159877 0.000168033 -0.0283018 0.000481855 0.0270257
internal_weight=93.0559 0.398823 0.294108 92.6571 0.393429 92.2637 0.509332 0.2846 0.187342 91.7543 4.36844 87.3859 1.40388 1.23717 3.9112 3.58453 0.906518 3.32273 1.47561 1.84712 1.30318 0.71295 0.268178 0.590228 0.447152 0.124136 85.982 0.937443 85.0446 1.90116
internal_count=4633 504 294 4129 116 4013 373 184 121 3640 661 2979 166 159 609 589 132 517 437 80 419 80 40 339 335 148 2813 284 2529 164
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=12 2 12 4 18 12 5 7 6 3 19 13 3 3 6 3 3 16 7 18 17 8 2 2 4 7 7 6 3 0
split_gain=0.0338581 0.25492 0.250245 0.147218 0.157613 0.138382 0.348658 0.103883 0.164776 0.244874 0.103658 0.0979475 0.655547 0.397794 0.324203 0.260477 0.41462 0.196742 0.177128 0.146214 0.191646 0.242729 0.191949 0.18015 0.123158 0.131874 0.0968103 0.194087 0.0799479 0.216114
threshold=133.01805689090003 109.21625436180001 130.71263173160003 201.80971861865004 15.435145470700002 128.54148248460004 21.042547594650003 22.093462376800005 16.605387982250004 89.993447458600016 13.451085274650001 109.64607639220002 86.26455603170001 83.17551763980002 15.345358541850002 84.597711990850016 85.530606962050015 20.904951115100005 23.050081659550006 13.405741979600002 188.85216786605002 8.543332867800002 80.759923107050014 89.519014009800017 147.36370056065002 24.021206791900003 21.115414688150004 23.145540791850003 84.812788641250009 94.165934477050016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 8 9 -1 -4 13 -13 24 -14 -15 28 18 -16 20 22 23 -19 -22 -9 -26 27 -10 -17 -30
right_child=1 -3 10 4 -6 6 -8 11 26 -11 -12 12 14 15 17 16 -18 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.028706070236427402 -0.076720833947363051 -0.00089478542456783428 0.090199496881106678 -0.11474877398550393 -0.014866108930971107 -0.015597877669269025 0.10046195879639026 0.042713304872146668 0.053009821862644829 -0.10935088350955685 0.018913798317287844 0.087929659636571678 -0.050443490504226231 -0.094153733129237915 0.0091775197572125777 0.05526132209069861 -0.11126084722279461 0.0083217693435818484 0.067728993402982829 -0.03223041856540141 0.020628288824371191 0.0070113370969638548 -0.029687276277695546 0.101658463535726 -0.028035863954639119 0.0054333549669912488 -0.022049791878166761 -0.10423866761345704 0.027960700861671614 -0.072022644967990518
leaf_weight=0.18904806567298083 0.44675536081194778 58.537199913652842 0.43891471949018424 0.21243996698740275 0.61630596341228738 0.55968380719423183 0.48155019316800463 0.77068115165457385 0.50500380209905404 0.40099161792772975 0.38110230947495438 0.96644607838243146 1.0585098811425258 0.66558649321086649 1.1633548960089677 0.27786110981833168 0.38063858567238629 3.5268781522754562 0.92945881577907119 1.1381927824113507 0.52903288695961259 2.735289572738111 2.1317235339665785 0.56998385675251484 1.3402017959742796 9.6824856017830125 1.026395414154649 0.092936363071203232 0.64443892240524292 0.32531788182677701
leaf_count=18 12 3163 37 35 67 3 67 5 174 166 17 12 34 67 18 11 31 44 25 36 38 26 35 21 16 318 30 4 4 99
internal_value=-2.38557e-05 -0.00146911 0.00250268 0.00114347 -0.0404699 0.00221811 0.0380775 0.00101562 -0.0198571 -0.0651176 0.0570695 0.00261848 0.00831437 -0.00334494 0.00273161 -0.0414474 -0.0199026 0.00715528 0.0351814 0.00163813 0.00569895 0.0229598 -0.0059971 0.062653 0.0040661 0.00136397 -0.00341629 0.0285691 0.00797013 -0.00558005
internal_weight=92.7244 58.984 33.7405 32.9204 0.828746 32.0917 1.04123 31.0505 2.21438 0.59004 0.820017 28.8361 14.7489 14.0872 13.7824 2.29384 1.62826 12.7239 2.09281 10.6311 9.49291 3.83431 5.6586 1.09902 11.7934 11.0227 1.62434 0.59794 1.24762 0.969757
internal_count=4633 3175 1458 1404 102 1302 70 1232 392 184 54 840 289 551 277 212 145 243 43 200 164 85 79 59 339 334 208 178 114 103
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=19 13 2 12 14 6 5 7 19 10 12 2 12 13 3 6 16 15 15 3 9 15 5 7 5 6 9 2 12 18
split_gain=0.0354339 0.147013 0.0891215 0.0428592 0.150863 0.07895 0.313296 0.248139 0.116842 0.0502832 0.0463346 0.33484 0.209231 0.195505 0.566512 0.618893 0.424472 0.402461 0.480974 0.308917 0.336432 0.276735 0.336113 0.220746 0.176268 0.171537 0.14809 0.190176 0.145449 0.148496
threshold=14.651182102100002 117.60660091645001 166.17270395525003 74.22129117770001 144.12207640715005 17.755414852450006 26.429611911700004 21.698399695800003 14.551174033150001 70.940344688150006 133.01805689090003 109.21625436180001 130.71263173160003 109.64607639220002 86.26455603170001 15.205355270700002 22.554947256700004 32.99104187950001 31.445204138150004 83.17551763980002 198.14098854835004 31.028113015250003 19.585698137700003 24.872345000050004 20.315138807500002 14.785345457250001 193.70978346765003 86.916594916350007 120.41084184385001 15.435145470700002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 8 -8 -1 12 -12 13 19 -15 -16 17 18 21 28 23 22 -17 25 -18 -21 27 -26 -6 -30
right_child=1 2 -4 4 5 6 7 -9 -10 -11 11 -13 -14 14 15 16 24 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0048003578160874839 0.037611175202054113 0.01361245786446608 -0.03286593563679184 -0.067627841334648872 0.0038036410408554193 -0.10824347413195382 -0.10437537500583938 0.090765542606689037 0.043896123995593443 0.030613503573939851 -0.095358790954332862 -0.0011722337003947385 0.053944991729060289 0.085409537165269264 -0.081075900313753835 0.04003445831589262 0.029631659471703847 0.084503690589467439 -0.075713499972058756 -0.10352311436296179 -0.091485204159712383 0.10288445627096246 -0.0795502085122336 0.10555777094462299 -0.002229358874976614 -0.005620947934605736 0.009264949863495615 -0.042336884346190873 -0.057593050897332798 0.0039321143677035911
leaf_weight=0.69480730607756302 1.1992705726297566 0.87234240118414141 0.78272420819848776 0.33518733050732308 10.164829260097639 0.32027066890168399 0.15467555224728358 0.24181327864062041 0.080969260190613568 0.94795123959556804 0.37999853491783042 56.288921216371762 0.78681073554662262 0.92329657543450494 0.79638872417854045 1.1171898102038538 1.5764026623219241 1.2623873036354778 0.47219253983348597 0.22263423667482063 0.83481064764464452 0.4779918249696492 0.29765777683132899 0.14663127064704884 3.0435409923084062 0.91244123108816666 3.4010888000484556 1.9331546463072298 0.83960644860053324 0.7363325576071702
leaf_count=38 38 26 16 19 335 60 145 20 6 13 10 2984 50 13 30 22 34 89 11 117 169 11 131 1 52 54 31 23 27 58
internal_value=-1.78425e-05 0.0109503 -0.00836839 -0.000368068 -0.000667672 -0.000410909 -0.0317263 0.0196001 -0.0534282 0.0156352 -0.00012249 -0.00180381 0.00305925 0.00168616 0.00947856 0.00460258 0.00962653 0.038912 0.0145765 -0.00691825 -0.0420839 0.0371005 0.0148761 -0.0099075 -0.00104544 -0.0248235 -0.00681779 -0.0178088 -0.000578905 -0.0288464
internal_weight=92.2443 2.85434 1.65507 89.39 87.7472 87.412 0.797729 0.477458 0.235645 1.64276 86.6143 56.6689 29.9454 29.1586 15.3013 14.378 13.5816 3.62742 2.36503 13.8573 2.11652 1.89284 1.41485 1.28171 9.95419 1.13508 8.37778 4.9767 11.7408 1.57594
internal_count=4633 80 42 4553 4502 4483 231 171 151 51 4252 2994 1258 1208 447 434 404 264 175 761 341 164 153 172 140 171 106 75 420 85
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=15 6 0 12 7 7 2 16 4 9 9 9 17 10 0 16 3 10 2 5 0 5 5 7 16 19 16 19 18 7
split_gain=0.036061 0.204226 0.353337 0.245374 0.222145 0.601906 0.355907 0.243697 0.203338 0.143373 0.283916 0.184467 0.238707 0.17048 0.16331 0.23858 0.207567 0.32155 0.188439 0.1206 0.460847 0.399861 0.265031 0.141249 0.139112 0.180231 0.147666 0.334109 0.138184 0.136062
threshold=37.408632939650005 15.205355270700002 86.904409066750006 367.09662155515008 23.109894804950002 23.913271136350005 190.3068252971 22.644947046300004 274.81987900165007 201.65416293750005 204.09084027260005 201.16241229375001 197.26918533450001 61.987779113750001 86.09518316945001 22.624947093000003 93.668569722950011 62.068432857650002 158.58656282205001 20.911722254300006 87.380266155850009 21.990725385850002 20.971847224900007 22.398098708400003 22.604947139800004 14.451165964200003 21.979948601300006 13.851117550450002 12.783127173500002 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 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 3 9 8 -4 -6 -7 -8 -2 11 -11 12 14 -14 16 18 17 -3 -16 28 22 29 -21 -23 26 -26 27 -24 -1 -22
right_child=1 2 4 -5 5 6 7 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 21 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.051377741997722104 0.031829654926462288 -0.080075788265159611 -0.0085430406927001958 0.038806063221099529 0.092050634758238714 -0.036270974335413195 0.014666459842720745 0.1012516627272136 -0.09994008884385025 -0.062833893105353533 -0.0045178427653085806 0.03608350863810561 -0.0028593085027888579 -0.077699096770039361 0.027879643820511057 0.043862039823387058 0.0015220120733162776 0.0079395554999660209 -0.01190276264173987 -0.10961220998216914 -0.055969527319289392 -0.036648375310075636 0.0083347027784350988 0.068011565303675525 -0.047347260651747457 0.0041229109414402214 0.021658230424035113 -0.10573202996731375 -6.8120223381914994e-05 -0.1382151608737377
leaf_weight=0.52789721142471435 0.14739936438854684 0.83978642302100925 1.2752030277624715 0.27117660208023153 1.4036269290372732 0.99296635296195779 1.0967305130325256 0.46198734687641252 0.56985957060442161 1.0028263344047434 4.9844622871314641 1.5806640870869149 0.57828410156071075 0.64260046333947685 1.9485486336052407 2.0797073096036911 10.316438602736524 0.82074956828728318 3.0612472402863204 0.22512074274709259 0.32211563969758461 0.35369368306419346 1.2408421663523652 0.20293885684804991 1.1731119181495162 1.6195664780680088 3.5160590829327703 0.32379171119828232 47.563047386742085 0.53560566253145225
leaf_count=29 8 40 25 23 25 10 50 27 94 36 135 12 20 21 15 35 228 14 35 11 34 39 599 16 21 36 82 81 2803 29
internal_value=-1.30607e-05 0.00256563 0.00390375 -0.0422252 0.0277519 0.0394535 0.010521 0.0403294 -0.0728609 -0.000574334 -0.0142853 0.00317963 0.000615967 -0.0422505 0.00336084 0.01539 -0.00375958 -0.0365726 0.00357051 -0.00153843 -0.0118263 -0.0644942 -0.00262812 0.00150888 0.000430845 -0.017498 0.0102857 -0.0152707 0.000496604 -0.107328
internal_weight=91.6781 34.0743 33.0858 0.988436 5.23051 3.95531 2.55168 1.55872 0.717259 27.8553 5.98729 21.868 20.2874 1.22088 19.0665 7.0895 11.977 1.66054 5.0098 57.6038 9.51285 1.41435 8.09849 0.556633 7.87337 2.79268 5.08069 1.56463 48.0909 0.857721
internal_count=4633 853 728 125 137 112 87 77 102 591 171 420 408 41 367 85 282 54 50 3780 948 118 830 55 819 57 762 680 2832 63
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=7 18 18 6 0 5 15 15 9 7 7 7 18 7 15 17 9 17 7 9 3 6 16 16 16 6 2 19 13 19
split_gain=0.0345108 0.125836 0.163246 0.122262 0.147721 0.1386 0.105042 0.13456 0.101788 0.101656 0.11398 0.149618 0.16025 0.10364 0.0882072 0.145713 0.128274 0.129169 0.0768468 0.14091 0.0883173 0.198498 0.179297 0.142312 0.0884213 0.0677 0.0876224 0.0674864 0.120923 0.103643
threshold=20.714163848350005 14.170404054850001 13.154691941050002 23.145540791850003 75.381677519650012 29.110986871100003 20.734744936600006 27.063546193350003 67.070312222050021 21.833224794850004 21.946499523750003 22.093462376800005 12.783127173500002 22.172877373800002 16.596563276100003 177.73379099395004 180.48474949425002 187.14705358135004 22.398098708400003 184.83999455315004 94.227769014100019 16.565387047600002 22.834946602000002 22.714946882600003 22.684946952700002 16.755391487050002 105.39281967610002 14.651182102100002 117.60660091645001 14.551174033150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 -9 14 -11 -12 -13 -14 -2 -16 17 -17 19 -15 23 -22 -23 24 27 -8 -27 29 -29 -20
right_child=9 -3 -4 -5 -6 6 7 8 -10 10 11 12 13 18 15 16 -18 -19 20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10146203909032037 0.050558459551132653 0.089457317018622445 -0.086387127860294566 -0.10380205113792762 0.050449328078453141 -0.10835869953677904 0.090876349643243287 0.018617231198809748 -0.10682105561938207 0.057796678072962099 -0.067216993292188942 0.057956305305014222 0.040719725705855407 0.0033074551695925977 -0.088283778590804995 -0.10407410636955171 0.0049348144050660892 -0.0078036591381006109 6.6138333510087585e-05 -0.044118087562254799 0.077822415177347226 -0.105489015168447 0.042367807407644724 0.04807484445412874 -0.041743088433621615 0.10134430154613586 -0.10049393324721861 0.040159288868648967 -0.0062779834971262577 -0.01698328586136983
leaf_weight=0.13710520757786004 0.15515889393913029 0.19376804138664727 0.17770628468315397 0.083376597613096126 0.81499735222496383 0.068764477412003089 0.24911149208492134 0.16599946870701388 0.10599642214219784 0.34243058876745536 0.32999427644972357 0.4784969622414782 0.61824933513707847 1.4287074428011686 0.33062382316643368 0.26936803295393463 1.0633558203144273 0.2887934462364683 74.72731894767702 1.1157594331452854 0.44027024887691268 0.15006310308126558 0.1808608403080143 0.60708336159586807 0.51707821384843455 0.038477163761854172 0.048770962363732906 1.1168822423205704 1.1261912100017069 3.7441587943212644
leaf_count=230 40 23 49 4 140 26 26 15 52 19 39 29 30 48 137 34 16 43 3243 35 26 10 33 24 33 1 74 35 10 109
internal_value=-1.14969e-05 0.0127088 0.00484158 0.0143078 0.0203522 -0.00977347 0.0087919 0.0220338 -0.0302659 -0.000309259 0.000216868 -1.08613e-05 0.000246267 -7.56777e-05 -0.0220114 -0.0277793 -0.0154426 -0.0542637 -0.000371866 -0.0174888 0.000155354 0.0338379 -0.0246804 -0.000162048 -0.000522546 0.0643258 -0.0114816 -0.000258476 0.0168443 -0.000747352
internal_weight=91.1149 2.08407 1.89031 1.7126 1.62922 0.814225 0.67712 0.608356 0.271996 89.0308 86.9235 86.5811 86.2511 85.7726 2.1073 1.95214 1.62152 0.558161 85.1544 2.54447 82.6099 0.771194 0.330924 81.8387 81.2316 0.33636 0.0872481 80.7146 2.24307 78.4715
internal_count=4633 640 617 568 564 424 194 168 67 3993 3723 3704 3665 3636 270 230 93 77 3606 83 3523 69 43 3454 3430 101 75 3397 45 3352
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=15 12 5 7 6 18 3 16 5 15 9 16 15 4 13 4 10 19 6 13 7 5 5 5 18 13 19 16 13 4
split_gain=0.0347406 0.0727288 0.0856951 0.071939 0.0603283 0.0563856 0.148029 0.115781 0.185757 0.0723077 0.111408 0.0773815 0.0734193 0.166904 0.0642929 0.252061 0.17926 0.0763948 0.0630155 0.0916836 0.107745 0.0499164 0.118678 0.12921 0.151951 0.0946486 0.1866 0.157411 0.157429 0.102174
threshold=11.870705757150002 373.75708690635008 1.6209823962500003 20.253927392100007 1.8500432259500001 17.108018746400003 77.392644201200014 17.874958200600002 11.452575093200002 16.223386011700004 66.544071737050004 11.949972055800002 17.138389019350004 254.21219862280003 98.050756475600011 330.20885572415006 79.328334055150009 12.651020723000002 8.2451926476000015 81.543623554650011 24.624882230600004 30.133297129900004 30.922794813800003 31.373072367600006 11.634276750250001 117.97223122220002 14.551174033150001 22.794946695500006 119.17397200655002 161.08698257945002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 18 10 11 -2 13 -11 15 17 -17 -14 19 -7 -21 25 -23 -24 -25 -16 27 29 -29 -27
right_child=5 -3 3 -5 -6 6 -8 -9 -10 12 -12 -13 14 -15 21 16 -18 -19 -20 20 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.10046844328114415 -0.076952179002875681 0.05714741885541047 0.077263155212604878 -0.1018649481144519 0.1003495757800361 0.057342512972100447 0.059239271485792527 0.098728753044626569 -0.10137844886615439 -0.052744455288764661 -0.10521119632938442 0.017492350127589804 -0.10212459233916156 0.075897685319882391 0.00020798581680860079 -0.045176558842727574 0.079899652652056674 0.047404417346937087 0.08175341028339228 0.061527624672361107 -0.10057865107980644 0.083216005335113738 -0.082925373881562736 -0.10265282366739491 0.048159270941813 0.072039900695071643 -0.094835791507789327 0.096759306478383114 -0.024030837038353743 -0.10376066663933446
leaf_weight=0.021041458222952225 0.11952352998196047 0.076080108029941584 0.025182501269227942 0.20438364495964834 0.051754191983491182 0.12922361837718088 0.564949061779771 0.087527091091033071 0.20824989461834775 0.14197186975343257 0.16344301820578266 0.316410290193744 0.34666795812017781 0.34824985033628764 85.389242050383018 0.21256059857114451 0.24860235574215039 0.037903228745562956 0.10347061447464512 0.05886497058236273 0.13510878105171287 0.24315410676353977 0.14222437864009407 0.079028748266409821 0.4320480755141034 0.040765356330665692 0.31245800200849771 0.20789488079026341 0.22433103062212467 0.17489923768243898
leaf_count=99 84 42 3 352 8 57 49 15 98 38 97 56 231 38 2699 34 41 27 36 9 181 43 14 53 66 13 37 11 40 62
internal_value=-1.13766e-05 -0.0302465 -0.0522366 -0.0822153 0.0423035 0.000115101 0.0208937 -0.00909241 -0.0239562 -0.000184852 -0.0348009 -0.00840228 4.93722e-05 0.038642 -0.000165392 -0.0276045 0.0222492 -0.0873871 0.0138324 -0.00791229 -0.0513845 0.000100594 0.0235761 0.00137852 0.0248389 -0.000143121 -0.0313618 -0.000750169 0.0340676 -0.0705305
internal_weight=90.8472 0.378442 0.302362 0.229566 0.0727957 90.4688 1.28739 0.722445 0.634918 89.1814 0.599377 0.435934 88.582 0.490222 88.0918 0.845734 0.461163 0.384571 0.426668 0.323197 0.193974 87.246 0.896455 0.653301 0.511077 86.3496 0.960349 0.647891 0.432226 0.215665
internal_count=4633 504 462 355 107 4129 445 396 381 3684 237 140 3447 76 3371 333 75 258 283 247 190 3038 176 133 119 2862 163 126 51 75
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=9 17 2 16 10 16 9 15 17 15 0 6 6 17 7 9 9 2 2 8 8 9 2 9 9 16 18 9 16 4
split_gain=0.0337006 0.15108 0.292646 0.309962 0.709693 0.133416 0.353248 0.337549 0.219036 0.210585 0.182757 0.171742 0.154085 0.120025 0.115827 0.102316 0.122012 0.104081 0.169355 0.255949 0.182671 0.0990715 0.0949602 0.205217 0.149045 0.105802 0.229822 0.153414 0.180781 0.203402
threshold=193.49750438550004 196.70927211395002 100.92170827030002 22.614947116400003 77.443724905700023 22.594947163200004 189.68479361675003 43.376643616500012 187.52613723835003 37.491361913600009 86.345209775600011 16.405383309150004 16.505385645700006 196.39284362915004 26.366329164100005 193.00469145105004 192.57902085675002 52.497771754550008 67.992056490600007 8.4434108459500017 8.3434888241000014 186.16747084260001 54.465024697200008 203.09362050815002 193.70978346765003 22.654947022900004 13.913874241250001 202.86134752310002 22.674946976100003 257.19770387215004
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -8 21 13 -11 -10 -13 15 -6 16 17 -1 -19 20 -20 -7 23 -2 -24 -26 27 28 -27 -30
right_child=22 2 3 -5 14 6 7 -9 11 10 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=0.032997184038154485 -0.079087087143211887 0.027468341923257616 -0.11476660876035072 0.015062604345656969 0.048482383221000812 -0.0021236450930278423 -0.081125523053097837 -0.0076274239171085865 -0.015117305719699603 0.0018881860883536478 0.063299636707399631 0.071365345523939624 0.01762316206927322 0.058905514854247477 -0.030548279808194852 0.078229561703650766 -0.044548753639961719 -0.041857976239971693 0.0013153691461027805 0.10118025336322345 -0.11418442232098586 -0.032506845733635263 0.037845045007755408 0.024376807314879789 -0.00024135829176907109 0.061782235453848804 0.075642657674001121 -0.017852323660828003 -0.022898638773649144 0.037022170524243468
leaf_weight=0.91092024633690094 0.43505102465860446 0.86756891151890103 1.058032185335833 0.73243235144764174 0.40737579103006272 3.564120253082363 1.144836695864796 1.3757723131393502 0.90779260007548179 0.84996364671678648 1.1272939592599867 0.81161002764565671 1.5568609829060731 0.3494822815464439 0.34040807497694914 0.16155636886833313 0.63090497883968133 0.97106334647923898 6.9735988507753177 0.25413667038083065 0.1396750546991824 1.5355880857860027 1.1181766395457078 0.34273121599107981 56.785880852773971 0.78748850218289534 0.5524569812696426 1.5832083401619454 1.1677692835219207 1.1002382109436437
leaf_count=17 21 25 96 9 94 59 27 30 20 24 23 48 53 14 307 15 7 32 1499 15 3 24 16 30 1918 27 41 87 29 23
internal_value=-1.40543e-05 -0.00299963 -0.0226706 -0.0398081 -0.0620634 -0.000119964 -0.00818797 -0.0410096 0.00168914 0.00698785 0.0369007 0.0218646 0.0360391 0.00129605 0.0125058 -0.000708906 -0.00199966 0.000902633 -0.00260347 0.00257048 -0.000952565 -0.0112724 0.00123261 -0.0334955 0.00166071 0.00100788 0.0146732 0.00741193 0.0205026 0.00616968
internal_weight=90.544 26.671 3.40582 2.53825 1.80582 23.2652 10.8966 2.52061 8.37597 12.3686 1.97726 3.27626 2.36847 10.3913 0.747784 10.0419 9.8803 9.24939 8.33847 7.36741 7.11327 5.09971 63.873 0.777782 63.0952 61.977 5.19116 4.6387 3.0555 2.26801
internal_count=4633 2441 531 506 497 1910 261 57 204 1649 47 121 101 1602 401 1588 1573 1566 1549 1517 1502 83 2192 51 2141 2125 207 166 79 52
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=5 10 12 17 17 17 8 10 3 12 15 18 15 15 5 10 19 8 9 13 13 19 13 8 9 0 5 10 4 14
split_gain=0.0324527 0.124913 0.104914 0.0877682 0.0855244 0.0836809 0.0789224 0.0751033 0.0954269 0.0711387 0.0758172 0.0582466 0.0831745 0.08918 0.0563672 0.100281 0.16721 0.134609 0.0928831 0.055976 0.0970056 0.0494494 0.0492745 0.0594483 0.0565879 0.0394229 0.245953 0.325047 0.196951 0.194466
threshold=12.306951632950001 82.299080289250014 221.15890037120002 194.75204781875001 182.37451917730002 198.14651800945003 7.1444245619500011 87.313054702550019 69.085308578100012 261.40539695100006 6.8054746905500005 17.570773586450002 12.38011581135 11.406933305300003 13.252098438300001 81.339300736700025 12.350996516100002 7.4441906275000003 219.87257840710004 92.980324441600018 96.789869612400011 13.351077205700003 91.399511060850017 2.2482454915000001 22.608179833450006 97.886760529650019 16.222050829800004 75.28220456885002 171.12466686440004 173.35860777470003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 19 9 10 -9 -11 13 -13 15 16 -2 -18 -19 22 -21 -7 23 24 -3 26 27 -16 -27 -30
right_child=14 6 -4 5 -6 21 -8 8 -10 11 -12 12 -14 -15 25 -17 17 18 -20 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00067061159090679267 0.10125580086506335 0.088244268265132167 -0.10150919508701089 0.092779080163881519 -0.10126552820233092 -0.10261735363453223 -0.10050855434654893 0.08628148188365517 -0.10086842890888366 0.10013331831414019 -0.10064134965998953 -0.10022599741962596 -0.10044996921894639 0.092120135019652244 -0.012337538403442479 -0.0084233311201047049 0.065987302257220548 -0.10302368507741529 0.025962902611169555 -0.1005071772757036 0.097747650540546294 0.043866003030232303 0.093985740837734977 0.10095366412550243 -0.08489649119399624 -0.10305624246549012 -1.3093298924911826e-05 0.10078277641204147 0.10600500201042294 -0.0063587301193570216
leaf_weight=0.16846762430577555 0.31109738280065247 0.027201727614737825 0.22401415538479341 0.1069452971132705 0.16959921460602345 0.051340578575036488 0.0613172098030077 0.028743454528239454 0.094566256364487344 0.098042876230465481 0.088540878410412915 0.031485629183862329 0.053462743885575037 0.1028246508567463 0.46611735451733582 0.64470740444630792 0.1931055577006191 0.12971714115701616 0.098007829335983843 0.060633367495029233 0.041622122371336445 0.041815084288828075 0.21759395836852491 0.054224602878093719 0.061678520727582509 0.20655648375395586 77.693207208522296 0.55824146582745016 0.15709640085696985 7.8782136694862857
leaf_count=25 18 5 142 12 119 31 237 27 114 13 164 141 56 26 24 32 17 25 20 53 3 10 18 2 69 53 2690 26 1 460
internal_value=-1.20697e-05 -0.0133648 -0.0440038 -0.020067 -0.0511364 0.0324242 0.00948634 0.0165074 -0.0104609 0.0107485 -0.0548312 0.0376591 0.00503912 0.0470295 0.000257615 0.0203343 0.0456651 0.00456988 -0.0475107 0.0454978 -0.0198094 -0.0368649 0.0640119 0.018436 -0.0319069 -6.02148e-05 0.000628743 0.0493093 -0.00664041 -0.00416193
internal_weight=90.1202 1.78412 0.762182 0.538168 0.338067 0.200101 1.02194 0.960621 0.497666 0.4031 0.117284 0.285816 0.187773 0.13431 88.3361 1.37664 0.731928 0.420831 0.227725 0.462954 0.102255 0.0931557 0.360699 0.143105 0.0888802 86.9594 78.7176 1.02436 8.24187 8.03531
internal_count=4633 1267 339 197 144 53 928 691 541 427 191 236 223 167 3366 112 80 62 45 150 56 41 94 76 74 3254 2740 50 514 461
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=8 6 2 15 7 7 18 9 16 0 4 3 17 18 9 18 19 9 3 7 15 7 18 18 6 18 0 6 16 6
split_gain=0.0313863 0.109668 0.092109 0.133834 0.0759702 0.223389 0.079192 0.036634 0.0349253 0.0568217 0.228718 0.17963 0.201465 0.145403 0.250384 0.10851 0.329121 0.44047 0.224411 0.218424 0.487798 0.216091 0.209945 0.280526 0.21774 0.201062 0.470629 0.178163 0.174609 0.244583
threshold=9.5425530862500008 17.755414852450006 52.497771754550008 43.376643616500012 23.225757870600003 21.698399695800003 11.634276750250001 211.24289424260004 22.764946765650006 85.990333302400003 150.69347026435003 93.668569722950011 190.19286262750003 13.431207332600001 201.40496258350001 13.328768336950002 14.351157895250003 193.70978346765003 93.469623821300004 23.032419884600003 31.445204138150004 22.958251375150002 13.471502260950002 13.531614672700002 16.565387047600002 13.552878921100001 87.380266155850009 16.525386113000007 22.614947116400003 14.935348962050002
decision_type=2 2 2 2 2 2 2 2 2 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 -8 9 10 -1 12 -12 -13 -15 16 -11 -18 19 20 21 -17 -21 -24 25 26 -25 28 -27 -30
right_child=4 2 3 -5 -6 -7 7 -9 -10 15 11 13 -14 14 -16 18 17 -19 -20 22 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.10612806625936022 0.02410042634384231 0.021337361074613939 -0.10486789940119903 0.036474090325710848 -0.032115971202994475 0.10053218167450506 -0.0096389611625667827 -0.10338574611875176 0.01709403915345464 -0.0018187735415261888 -0.090079936292966192 0.0012122141411343833 -0.004994487256678927 -0.10702042326406352 0.026506193558724508 0.023252614034661123 0.078823057431815169 0.0089159575354713725 -0.052280838053648249 0.023444478849665475 -0.061692114907086808 -0.11125152564816879 -0.04664629135562668 0.098973496843876518 0.042409472976618456 -0.0022730634507318963 -0.02433386224201832 -0.039468979389611782 -0.0056438105791813721 0.038366729863005156
leaf_weight=0.22401251435439817 0.23638437688350578 0.14670707331970234 0.28883521154608616 0.087222652393393219 0.22665404423605651 0.29641096014529467 0.070556888269493356 0.10186465808692446 1.1888917135074724 8.2461842994380259 0.4986278272117477 12.633648371698481 0.62974720529746264 0.33016424351188867 0.24437835329445079 1.6029147867038767 1.3814129456877702 2.59335050242953 0.83367388526676123 4.0352405416779211 1.7440897002270501 0.12906161554747075 1.2704246602952469 0.64345763437449821 1.23466948699206 42.10414921720519 0.59644047915935516 1.1821178641403083 2.4132800276856861 2.6486091413535178
leaf_count=14 11 12 188 11 13 16 15 32 33 138 34 706 12 60 30 275 55 32 16 39 32 8 25 61 22 2622 4 14 32 71
internal_value=-8.58382e-06 -0.00019989 -0.0458673 -0.0720851 0.0182484 0.0344353 -0.0134892 -0.0650235 7.01439e-05 -0.000161909 -0.00586362 -0.00429696 -0.0425937 -0.00102528 -0.0502257 0.000980691 0.00957466 0.0332119 -0.000757061 -3.64099e-05 -0.0243617 0.0132298 0.00147007 -0.000232111 0.000928113 -0.000104712 0.0396577 -0.00112443 -0.000163402 0.0173845
internal_weight=89.8632 88.9313 0.522765 0.376058 0.931871 0.705217 0.408806 0.172422 88.4085 87.2197 14.5606 14.3366 1.12838 13.2082 0.574543 72.6591 12.2209 3.97476 60.4381 59.6045 3.47607 1.73198 56.1284 52.0931 50.8227 49.5881 1.2399 48.3482 47.166 5.06189
internal_count=4633 4546 211 199 87 74 58 47 4335 4302 856 842 46 796 90 3446 225 87 3221 3205 315 283 2890 2851 2826 2804 65 2739 2725 103
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=12 2 12 9 17 2 2 15 2 2 2 14 3 5 12 5 6 4 19 16 3 4 18 17 10 9 17 9 2 2
split_gain=0.0358051 0.310286 0.147784 0.278495 0.0962274 0.148839 0.0954978 0.163647 0.0903415 0.0974131 0.179837 0.0975143 0.161933 0.174491 0.0881289 0.228315 0.13242 0.0832203 0.181291 0.448413 0.289864 0.237886 0.119192 0.0799299 0.207353 0.220747 0.142958 0.339839 0.205196 0.159268
threshold=148.96091148645004 129.01927736685002 144.66294237600002 205.22231928645002 191.56943241645004 121.84632764400003 133.03767462420004 37.491361913600009 135.87377242040003 137.50513673700002 138.24741514690001 229.53115199535003 93.345954747300013 26.502904693550004 169.21982098175002 23.286780469550006 5.1951213832000009 202.17358131775003 14.251149826300002 19.224955043700003 85.589753040950015 205.83748347565003 14.085466345100002 212.38791228795003 64.294476189700006 210.61272793875003 208.35751021765003 224.20824026050005 263.5517324101001 349.18346353035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 4 5 -4 7 -3 -8 -10 -11 12 -12 -14 15 16 -13 -1 19 20 21 -19 -23 26 -25 -26 29 28 -28 -16
right_child=1 6 3 -5 -6 -7 8 -9 9 10 11 14 13 -15 23 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0024116626804190516 -0.056359792010248599 -0.0088782460780378915 0.10125070286141419 0.098229563340474307 -0.01456323669897734 -0.0092574989137941457 -0.044728342220598634 0.050192909364306919 0.023950628601593311 -0.072882595008025616 0.098533942119354456 0.028659128355155286 -0.115013114709114 0.068539387763231999 -0.00069286687544461458 0.072765792356270051 -0.10464083987882361 -0.10973224770877842 0.070770849750298334 -0.095384079557532059 0.087162104082460543 0.081821090135240984 -0.010387282970955092 0.089820916154562849 0.028001880426377301 -0.044672062670972623 -0.089106699072059231 0.085401913061535231 0.02321827184310838 -0.062844360150910522
leaf_weight=33.753032961308975 1.0195694169960905 0.912167744598263 0.22659584134817012 0.45281511722805579 0.79157998758728354 0.2637313301879658 0.47859053072170255 0.96527067944407463 1.5074549428918533 0.35401378899950842 0.25122433297656144 0.095150131657645853 0.10097732337271736 0.1063242795135011 40.71722234154231 0.13547008512068714 0.3437772575107374 0.23379741657231612 0.23162091150879849 0.63800626568990981 0.32290132580169473 0.15340162208303798 1.6272926255387572 0.33378985803574268 1.2857686529177952 0.61926818899519265 0.69991238945112744 0.18572675028190133 0.21186587111515109 0.41652978743502345
leaf_count=1380 30 31 12 16 29 33 20 10 28 11 7 63 9 34 1880 16 71 31 7 27 85 7 160 28 168 185 73 5 40 137
internal_value=-3.35802e-06 -0.00175067 0.00228787 0.0308138 0.00700014 0.0418119 -0.000630851 0.0214927 -0.00149902 -0.00106221 -0.00188445 -0.00133209 0.044551 -0.0208697 -0.00179915 -0.0407186 -0.0757442 0.000949005 -0.0144451 -0.0210787 -0.000796622 -0.0148955 -0.0024438 -0.00129645 0.0171167 0.00437784 -0.00227259 -0.0378917 -0.0630062 -0.00132223
internal_weight=89.4348 50.7401 38.6948 1.73472 1.28191 0.490327 49.7205 1.87744 47.8431 47.3645 45.857 45.503 0.458526 0.207302 45.0445 0.574397 0.438927 36.9601 3.20702 2.9754 2.33739 2.01449 1.78069 44.4701 2.23883 1.90504 42.2313 1.09751 0.911778 41.1338
internal_count=4633 2846 1787 90 74 45 2816 41 2775 2755 2727 2716 50 43 2666 150 134 1697 317 310 283 198 167 2516 381 353 2135 118 113 2017
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=9 17 17 17 9 9 9 10 9 15 0 15 7 13 6 2 12 7 7 0 17 18 16 13 4 9 2 2 18 16
split_gain=0.0320749 0.152101 0.291188 0.290379 0.183366 0.212936 0.172652 0.306676 0.168816 0.257217 0.188574 0.137673 0.146197 0.122687 0.28913 0.092226 0.167828 0.0802799 0.170001 0.0797175 0.128364 0.148025 0.225315 0.0964333 0.0793499 0.0783463 0.114773 0.193526 0.162457 0.143161
threshold=206.78020849415003 196.39284362915004 200.68261045605001 192.92322630085002 214.52351813370004 210.61272793875003 210.09631269260004 61.966271448700006 214.52351813370004 32.99104187950001 97.139369169350019 33.629340877950007 25.459519683700005 113.0174028878 13.955326063950002 82.092636011950006 99.140885195450011 22.812602664350003 21.698399695800003 91.625341543800019 211.79441883225005 17.549283450150003 17.684958644900004 116.99094400460001 335.71924655315007 206.57490536735003 325.13486840910008 309.04644204820005 14.122113655700002 11.864972254500001
decision_type=2 2 2 2 2 2 2 2 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 3 8 6 5 13 7 -2 10 -10 -3 12 -7 14 -4 16 -9 18 -8 23 -21 -22 -23 -6 -15 26 27 29 -28 -1
right_child=1 2 4 -5 19 11 17 15 9 -11 -12 -13 -14 24 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.053691489894146273 -0.0010955774372969445 0.072176407186311728 0.0027922839829719261 -0.082716628584224877 0.056253477503959287 0.025373601941780489 -0.020566094188995694 -0.10344971601199288 0.05844962944021851 -0.10173032346396899 0.011948036149007669 -0.098972791413040814 -0.10278572195977648 0.030276900576706418 -0.1089549676021596 -0.10994362710839108 0.10101726802462269 -0.0028145136625977009 0.10042916000768398 0.0065157895527175776 -0.091834316879915306 -0.100771717952008 0.10062723121704641 0.0019467336368663658 -0.01478477796906744 0.031140218335434761 -0.10481368217446774 0.062703564619221275 -0.0026107207537355908 0.00088162105346972211
leaf_weight=0.48403962961827929 1.0101722437539162 1.1298824017867444 0.67251367188509792 0.60175544969388273 0.6201945978682486 0.25046381703577925 0.22562336406008432 0.10407661739736784 0.18955894594910194 0.21278036661533406 0.96285390877164889 0.51634555292548612 0.13808125251307501 0.82026982284150995 0.35310633288463578 0.50044218975017429 0.065350491986464476 3.1448494577882684 0.23926462308736518 3.2156329395365906 0.30616867205753795 0.096871585004919325 0.13022168911993504 0.69160848367027938 0.74633677816018462 0.84771344834007223 0.24833905447596194 0.50382911324959323 0.41615971229748538 69.541083131940013
leaf_count=614 12 66 35 58 34 21 39 71 22 24 20 24 42 22 29 35 4 136 14 78 57 99 17 14 19 16 86 123 203 2599
internal_value=-1.92098e-06 -0.00391663 0.00300055 -0.0168937 -0.0057636 -0.0233723 -0.0094058 -0.0358874 0.0330605 -0.0262628 0.0444657 -0.0651369 -0.0201717 -0.00879323 -0.0356807 -0.0883539 -0.0245838 0.00291925 0.0417067 0.00640465 -0.00101963 -0.0464591 0.0147161 0.0276219 0.00880936 0.000918838 0.000558986 0.000948716 -0.0408064 0.000504391
internal_weight=88.9856 16.9444 11.0529 5.89153 8.55782 3.49712 5.28978 1.68004 2.49508 0.402339 2.09274 0.904891 0.388545 2.59223 1.02562 0.669869 0.169427 3.60974 0.464888 5.0607 3.74889 0.533262 0.227093 1.3118 1.56661 72.0412 71.1935 70.529 0.664499 70.0251
internal_count=4633 992 623 369 491 192 311 122 132 46 86 87 63 105 64 110 75 189 53 299 251 173 116 48 41 3641 3625 3336 289 3213
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=7 3 5 15 15 17 9 15 7 6 9 12 17 7 5 19 7 10 18 16 7 7 13 18 7 9 3 6 16 16
split_gain=0.0297708 0.124691 0.150136 0.0894016 0.104941 0.0916982 0.0639856 0.0852005 0.0586473 0.0991379 0.115671 0.099288 0.102398 0.082441 0.0763821 0.11544 0.069606 0.0682906 0.0627508 0.155732 0.0795263 0.0637485 0.365488 0.357083 0.0669666 0.104945 0.0723766 0.16522 0.148656 0.123995
threshold=19.907255598950005 103.28787291370001 29.110986871100003 20.734744936600006 27.063546193350003 167.17143786700004 61.192192081150004 21.881081380950004 21.833224794850004 11.865277230300002 43.730860148300003 218.12027148180002 171.58888147770003 21.207505591350003 20.911722254300006 12.751028791950002 20.714163848350005 55.855406118200008 12.783127173500002 22.644947046300004 22.343045670750005 22.172877373800002 117.60122400020002 13.075178189100003 22.398098708400003 184.83999455315004 94.227769014100019 16.565387047600002 22.834946602000002 22.714946882600003
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 -2 12 17 16 -13 -16 -14 -11 19 -10 -21 22 23 -20 25 -23 29 -28 -29 -26
right_child=8 2 3 4 5 -7 -8 -9 18 11 -12 14 13 -15 15 -17 -18 -19 21 20 -22 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.044838120009055828 0.0050178943812900847 -0.10166163623849299 -0.10688028030602784 0.062845710205898242 0.02114758428052857 -0.10601996433691854 0.074921667078086993 0.061535082275546549 0.088687986618140049 0.09879430571899353 -0.10244052152113353 0.097628867716439582 0.082379264748421999 -0.019609835219787049 -0.073373682113299837 0.079730471161911134 -0.011085336493294769 -0.1021614250083942 -0.1124581889883116 -0.060314802798722179 0.035324526556049375 0.0015745590496495177 0.093341937214504858 0.047715828786337726 -0.00044425886110337421 -0.039661111567656185 0.074024874487441536 -0.10471973063889005 0.040922965463847404 0.046486238535429054
leaf_weight=0.13999069869896519 0.16603551142543382 0.15360017439721219 0.059585483056480371 0.29024549442397074 0.15203362617830862 0.090430819669563789 0.35555692878551781 0.16293498279992491 0.27140633340968534 0.018646555912710361 0.25252246551099233 0.14563168806489546 0.1668059376952441 1.1665482972239258 0.099873237759311451 0.097153509796100934 0.15255259422701783 0.18164768216223592 0.26588427712704188 0.17349006336007733 0.17428622953593731 1.4140798018224807 0.43916870508110151 0.2920752093741612 79.316492189039991 1.0951969338493652 0.39915525955370768 0.12956823563035869 0.15264598438807297 0.56700579752214153
leaf_count=30 32 191 18 101 26 32 39 20 10 11 51 8 31 41 27 26 28 198 12 34 8 48 14 39 3430 35 26 10 33 24
internal_value=-8.34957e-06 0.0144354 -0.0135614 0.00928564 0.0222792 -0.0262815 0.0461489 0.012377 -0.000241136 -0.0155022 -0.0598134 -0.00636066 -0.016333 -0.00728549 0.0427128 0.00212168 0.0377327 -0.0834533 0.000199883 0.031918 -0.0123857 -3.37198e-05 0.0251007 -0.0286119 -0.000335405 -0.0164231 0.000165664 0.0326193 -0.0259435 -0.00011115
internal_weight=88.5423 1.40438 0.745896 0.592295 0.53271 0.242464 0.658483 0.302926 87.1379 2.44742 0.418558 2.02886 1.6862 1.48591 0.342658 0.197027 0.319359 0.200294 84.6905 0.619183 0.347776 84.0713 0.997128 0.557959 83.0741 2.50928 80.5649 0.681369 0.282214 79.8835
internal_count=4633 457 368 177 159 58 89 50 4176 453 83 370 309 100 61 53 59 209 3723 52 42 3671 65 51 3606 83 3523 69 43 3454
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=2 12 2 7 5 4 17 2 18 14 13 10 10 0 15 6 3 10 0 10 9 2 9 7 7 17 4 9 13 0
split_gain=0.0301461 0.17113 0.135197 0.317947 0.331486 0.192942 0.120743 0.0723388 0.185191 0.100178 0.271752 0.0679943 0.427098 0.273912 0.205336 0.199554 0.158902 0.24438 0.138848 0.152544 0.218074 0.130871 0.103193 0.43923 0.379256 0.552714 0.280523 0.219868 0.204483 0.263935
threshold=121.84632764400003 145.32166322050003 129.01927736685002 22.650953015950005 23.435546682850003 217.21998099025004 198.14651800945003 133.03767462420004 13.511883313150003 223.39008018995003 117.67112391160002 74.927328095600004 72.62331947780001 97.722764583650005 16.891056077300004 14.195331671650001 82.081315180750025 75.629015667650023 98.51854819030001 78.290589216800015 219.19610828025003 189.32640726775003 195.13041324455003 23.299327580650004 23.109894804950002 189.44392401325004 277.39959974210007 200.84251237905002 117.60660091645001 86.474255765850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7 8 -4 10 -9 12 22 16 -14 18 -13 -18 21 20 -20 -15 23 28 25 -24 -25 -26 -11 -30
right_child=2 -3 7 5 -6 6 -8 9 -10 11 -12 13 14 15 -16 -17 17 -19 19 -21 -22 -23 24 26 27 -27 -28 -29 29 -31
leaf_value=0.00094711923792422346 0.090679698471034076 0.040437177737602165 0.049201961478950194 -0.1151891346545043 -0.066299345628049663 0.038350851565652322 -0.070665574326265981 -0.10726152043487536 -0.014455641954590953 0.0068072683510410044 0.077407867630548619 0.10314385508485624 0.026135445236206478 0.0010453582678384089 -0.10967336169097552 -0.11285904879842484 0.086095427361015858 -0.10517071066361042 -0.082841861444439308 0.0047455632243134267 0.056304459385395557 0.080513703783014479 -0.0051061988654432988 -0.1003188888142857 0.018342854658411612 -0.10899602803414975 -0.023939410969094858 -0.0010145714330047405 -0.063369703343731376 0.01982761769029695
leaf_weight=36.661087991559953 0.33054131537210085 1.1312222331762303 0.9560663672668841 0.45183830602036323 0.22683040764604812 0.18859477067348962 0.2202385449245412 0.26866156463665802 0.87549590621347306 7.8153257648063157 0.11328775699803373 0.44968696404248376 0.14060817733115882 0.40477873450436153 0.53464697265735595 0.14968684167251911 0.16083959653042257 0.11425648115800868 0.46484558943484433 3.6689967492084179 0.14864950499031693 0.42462369240820408 1.7602595314165257 0.73200719467422404 8.892438244045481 0.7222064707748358 1.4015011907649748 17.250278834654637 1.0165620215257147 0.61019255965948094
leaf_count=1579 15 23 29 12 36 35 23 66 43 475 22 10 29 13 66 7 9 90 75 1036 20 27 49 21 119 40 56 520 85 3
internal_value=-6.77009e-06 0.00212916 -0.00160541 -0.0320461 0.0267948 -0.0701515 -0.0203763 -0.000725832 0.0187733 -0.00148177 -0.0524878 -0.00106605 -0.00252376 0.00888747 -0.0813939 0.000948396 0.0665214 0.00665629 0.00428091 -0.00297201 -0.0491268 0.0417302 -0.00119897 -0.00916626 0.00202288 -0.0353301 -0.0501452 0.00556985 9.32475e-05 -0.0321625
internal_weight=88.2863 37.7923 50.4939 1.41804 0.557372 0.860672 0.408833 49.0759 1.83156 47.2443 0.381949 46.8624 40.876 5.98636 0.675255 5.26158 0.724783 0.275096 5.11189 4.28249 0.613495 0.829402 40.2008 11.5756 28.6252 2.48247 2.13351 26.1427 9.44208 1.62675
internal_count=4633 1602 3031 121 51 70 58 2910 72 2838 88 2750 1463 1287 95 1178 109 99 1171 1131 95 40 1368 640 728 89 77 639 563 88
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=19 2 4 17 17 16 18 9 19 13 8 10 16 17 2 6 19 6 6 15 6 10 4 0 13 3 5 0 15 8
split_gain=0.0323383 0.142986 0.188563 0.167513 0.0345831 0.290634 0.366238 0.395474 0.289883 0.339607 0.40409 0.181816 0.360034 0.157642 0.24138 0.30729 0.384657 0.278064 0.161646 0.177172 0.154132 0.135548 0.111628 0.118736 0.195654 0.110492 0.228905 0.0991017 0.0948196 0.10723
threshold=14.651182102100002 241.49325970385004 264.40103451365002 198.79333437865003 201.39543491635001 22.644947046300004 14.329845562450002 205.22231928645002 14.451165964200003 112.67059178900001 8.543332867800002 68.846035804500005 19.559954260300003 198.26219854015002 72.043920985000014 14.905348261050003 14.251149826300002 14.355335410100002 15.885371159150003 37.882159664350006 16.415383542800004 66.235542959850008 165.86037890555002 96.082805124100005 109.34496908160001 80.785478361850011 13.713273242250002 96.870523356300012 26.135540888150004 7.6440346712000009
decision_type=2 2 2 2 2 2 2 2 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 13 6 7 20 9 10 11 -8 22 -1 -15 17 -17 -16 -18 -20 -6 -11 -13 24 -24 26 28 -27 29 -25
right_child=1 -3 -4 -5 5 -7 8 -9 -10 21 -12 12 -14 14 15 16 18 -19 19 -21 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0011443523517981652 0.041203452731365942 -0.030633054294656816 0.064475104296822169 -0.032557763794541998 -0.11760964016476422 0.079458090803394735 -0.10495043435905843 -0.0058513322199025509 -0.082149273793392458 0.022509643003544598 -0.10610494091254286 0.085423859801610838 0.083535537960620576 0.074080530852584633 -0.0066769625394264747 0.071651889876814909 0.041954934468465238 -0.10635937240764817 -0.045919422770634391 0.011102549177822536 -0.041120037945790784 0.10185963694779504 -0.10285814905154655 -7.6722805823597589e-06 0.030630941035399407 -0.0026387003803019018 -0.101711181931469 0.023699648264154886 0.08439499110471238 -0.081453119114713701
leaf_weight=63.310846878725414 0.55786621745210074 0.62726483866572369 0.73117021238431323 0.68710096640279517 0.65866624037448429 0.39612691756337959 0.15562799542203087 1.3248339373385531 0.40978723678563334 0.41468575922772366 0.35763872949974107 0.14716245085582791 0.5363705721683808 0.61187228583730568 2.3142811784027804 1.2438614082348065 0.96913149952888522 0.31833114191522316 0.77604330144822631 1.8293671355686454 0.43904593540355563 0.44768662098795176 0.28589842053042769 1.0134501177262789 0.17825830727815628 4.169361631735228 0.30013911139030813 2.1731959485332482 0.10899850880377915 0.19232974705300865
leaf_count=3182 37 10 23 10 36 32 16 50 34 31 38 6 17 36 133 30 12 34 19 52 18 13 65 376 8 36 85 65 25 104
internal_value=-1.48579e-05 0.0109636 0.0241673 0.000494425 -0.000350782 -0.00495094 -0.00746249 -0.0426292 0.000360122 0.00358614 -0.00180382 0.00222414 0.00405599 0.000532802 0.013702 0.0087438 0.0237548 -0.0187304 0.00708763 -0.00588192 -0.0870165 0.0637029 -0.000919091 -0.00242788 -0.051592 0.000439847 -0.0229128 0.0063858 -0.00492456 -0.0129988
internal_weight=87.6864 2.6034 1.97614 1.24497 85.083 13.7093 13.3131 2.42255 10.8906 10.4808 9.61843 9.26079 9.10516 71.3737 8.06289 7.45102 4.8184 2.63261 3.57454 2.60541 1.09771 0.862372 8.56879 8.42163 0.464157 7.95748 1.61492 6.34256 1.31478 1.20578
internal_count=4633 80 70 47 4553 1055 1023 104 919 885 841 803 787 3498 316 280 113 167 83 71 54 44 770 764 73 691 590 101 505 480
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=9 17 17 17 12 9 10 9 15 5 9 9 15 0 19 17 10 7 17 7 7 2 2 10 7 9 2 2 18 16
split_gain=0.0305376 0.117034 0.252127 0.226491 0.153789 0.139985 0.273515 0.139564 0.229656 0.158977 0.115128 0.151623 0.214491 0.089782 0.147219 0.0825923 0.0686808 0.156314 0.0737472 0.0686601 0.158888 0.0676286 0.0997041 0.178659 0.0785133 0.0637174 0.100754 0.157526 0.146114 0.112992
threshold=206.78020849415003 196.39284362915004 192.92322630085002 200.68261045605001 118.69549532925002 210.09631269260004 61.966271448700006 214.52351813370004 32.99104187950001 19.768819263000005 214.52351813370004 210.61272793875003 33.629340877950007 91.109157582800023 12.651020723000002 188.06121519230001 67.031326566450005 26.005367513800003 203.65799419860002 22.812602664350003 21.698399695800003 153.89888490650003 77.002902305750027 80.677940036650014 26.500844050900003 206.57490536735003 325.13486840910008 309.04644204820005 14.122113655700002 11.864972254500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 5 7 -5 6 -2 9 -9 -3 11 16 13 -13 -15 -8 18 -18 -6 20 -7 22 -21 -24 -23 26 27 29 -28 -1
right_child=1 3 -4 4 10 19 15 8 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 21 -22 24 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.048497844572829379 -0.0010146534622959087 0.019580371601581759 -0.078872974472731713 -0.084469833884720388 -0.016980021589847273 -0.021680798816332166 -0.040001210115834393 0.056658268799394451 -0.10012754717557143 0.079084572089146515 0.0065907147783461854 0.10068601696156286 -0.097061524509956393 0.094315218097466097 -0.10144188222856534 -0.11557135445913383 -0.086775160470621976 0.0013355521295204001 0.027199607253696731 0.0079908082309721688 0.10015345501153027 0.058053883236678074 -0.079309605585128173 0.0049973015924773562 -0.00074256044733607722 0.028545203136196309 -0.10440836048626406 0.05844541564491821 -0.0034646269392660171 0.00085811094546388495
leaf_weight=0.46700159912495465 1.0098730618483411 1.2913632240961299 0.5643290974840055 0.23944013414438625 0.69609931297600336 0.21098312635092531 0.23781664494072163 0.17663658873789234 0.19831744156545028 0.68830801212880022 4.8207880144200317 0.085212551057338604 0.47952038806397468 0.062465288046951173 0.099791672357241623 0.36906044049101183 0.30036680193734344 0.61075199078186415 0.82638814277015626 1.0987473106943078 0.21727478120010346 0.33657715492881812 0.48450815473915987 0.52235880689272562 0.69831592737637038 0.82303990749642153 0.2226508008292275 0.47275891532990399 0.40283571882400793 68.494229476047849
leaf_count=614 12 39 58 32 8 39 92 22 24 47 285 5 24 16 31 18 30 28 32 9 14 45 28 28 26 16 86 123 203 2599
internal_value=-1.47689e-05 -0.003914 -0.0153968 0.00232915 -0.00550297 -0.00848878 -0.0328996 0.0296739 -0.0262675 0.0402693 -0.00313398 -0.0179668 -0.0580406 0.0175702 -0.0260798 -0.0859577 -0.00599564 -0.0277117 0.00700016 0.00257 0.0401313 -0.00255208 -0.0128399 -0.0355715 0.0183797 0.000883282 0.000558317 0.000918249 -0.039397 0.000523875
internal_weight=87.2078 16.3253 5.74984 10.5754 8.22082 5.18552 1.61675 2.35463 0.374954 1.97967 7.98138 3.1606 0.72699 0.24747 0.162257 0.606877 2.43361 0.911119 1.52249 3.56877 0.428258 3.14051 2.10561 1.00687 1.03489 70.8825 70.0595 69.434 0.625487 68.9612
internal_count=4633 992 369 623 491 311 122 132 46 86 459 174 76 52 47 110 98 58 40 189 53 136 65 56 71 3641 3625 3336 289 3213
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=15 2 19 9 16 15 6 17 16 2 3 5 6 14 10 10 10 8 9 10 5 13 5 5 7 7 5 3 6 8
split_gain=0.0308873 0.167138 0.0586862 0.137002 0.0525968 0.0471226 0.182579 0.371723 0.242004 0.221426 0.395309 0.155915 0.155334 0.253937 0.401806 0.216692 0.229602 0.212661 0.139612 0.107584 0.238222 0.0912625 0.111631 0.351911 0.402653 0.446741 0.264522 0.186299 0.429762 0.243402
threshold=46.723315192750007 247.02271001585004 14.651182102100002 201.16241229375001 23.044946110900003 41.54912092575001 16.355382140900002 204.04920942250001 22.574947209950004 200.24623605120004 93.636308225400015 23.967536448650005 16.455384477450004 274.15552132740009 61.950140699950005 64.369753017350021 63.452988794850008 9.2427870207000016 195.13041324455003 62.009286778800011 24.082771358500001 117.67650082785001 21.252944829650001 21.363989181350004 24.277136467000002 23.883283491600004 21.100330328400002 93.292185584700022 16.165377701450002 8.2435668022500028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 12 7 18 -8 10 -10 -11 21 15 -15 16 -14 -17 -7 20 -13 22 26 -24 25 -25 27 28 -1 -30
right_child=1 -3 3 -5 -6 6 8 -9 9 11 -12 19 13 14 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00057125596369770747 -0.10211205299116262 -0.00070602307474983681 -0.0032160315808213214 0.050585120782561867 -0.011294020091999445 -0.0084090320660175685 0.047062160942673306 0.060227951691216676 0.066097671083247919 -0.039820143000079765 0.0027061462593838707 0.016386700132951588 -0.0056403870260561279 -0.0039895327444171257 -0.10550636360677529 -0.10692415717035327 0.063430822244283772 0.025903917612833522 -0.087887633462685522 0.020526158069019015 -0.086541807261832748 -0.028642954014474011 0.085459972064270695 0.0075249881336698077 0.08825044093186675 -0.083820143043018283 -0.053470148517285689 -0.037860133119176569 -0.014796204279694714 0.057228289424513815
leaf_weight=39.054354736155062 0.23848230146631921 2.0549245853344473 1.2487105480395251 0.76221431337762613 0.087045659311115742 0.33530718536348902 1.4994654422625888 0.3420264542219229 1.2407613210380057 1.5218842462636533 4.7486421492649242 0.57393426820635829 12.931809975308392 0.90330625300032241 0.68597002195701862 0.39302360531883174 0.49986508568326904 0.17385024114571479 0.64841362449533335 1.2852538006845859 0.3697028054157272 0.99269689375068892 0.60721656134410196 7.6954144791775967 0.56741854499341648 0.57544487481936801 0.91161298276710923 1.2012451460068394 0.60705428570508901 2.0662713209167123
leaf_count=2698 84 89 33 37 5 13 17 39 20 20 75 3 541 103 58 25 25 43 43 20 43 22 18 313 39 12 16 48 5 126
internal_value=-1.86937e-05 -0.0112524 0.000297986 0.0171766 -0.0778275 -0.000113767 0.00552408 -0.029574 0.00966399 0.00390668 0.0158383 -0.0151463 -0.00112773 -0.00992646 -0.0478066 -0.00562586 -0.00306987 -0.0661881 -0.0607969 0.00170105 -0.0239391 0.0013991 0.00195877 0.0118196 0.00676025 0.00116965 -0.000165745 0.000966196 0.00208392 0.0408731
internal_weight=86.8233 2.38045 84.4429 2.01092 0.325528 82.4319 12.5654 1.32575 11.2396 9.74018 5.9894 3.75078 69.8666 15.5878 1.58928 13.9985 13.4317 0.566874 0.983721 2.22889 0.943637 54.2787 53.286 9.44549 8.83828 8.27086 43.8405 42.9289 41.7277 2.67333
internal_count=4633 178 4455 70 89 4385 293 95 198 181 95 86 4092 795 161 634 566 68 56 66 46 3297 3275 382 364 325 2893 2877 2829 131
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=9 9 2 5 19 12 0 5 9 6 17 12 16 6 19 9 18 13 17 9 17 17 17 18 18 17 12 17 2 12
split_gain=0.0335197 0.15152 0.110136 0.108295 0.123601 0.0676183 0.0887741 0.086779 0.0694915 0.163344 0.0817537 0.168571 0.109253 0.0887614 0.0885462 0.0797364 0.0856845 0.128988 0.0779952 0.208318 0.11334 0.10457 0.162956 0.212651 0.215542 0.0852722 0.288139 0.124817 0.199774 0.266722
threshold=219.87257840710004 221.38017838285003 310.93569142660004 19.688300142250004 13.451085274650001 374.99834609790008 87.345316200150009 20.608876568850004 215.63980588275004 13.185308072600002 216.68129631285004 195.51336019310003 18.094957686100003 8.4001962692500012 12.851036860900001 217.47560379410001 16.622853636350005 115.53111123975002 208.35751021765003 201.81004550795004 212.38791228795003 205.28496454895003 205.96542837505004 14.483350136800002 16.115468395400004 201.39543491635001 104.24845815275002 198.26219854015002 72.043920985000014 189.97915716370002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 8 -7 -8 10 -10 18 13 14 -12 -13 -11 17 -17 21 -20 -21 25 -23 -24 -25 27 -27 -1 -29 -30
right_child=1 2 -4 -5 -6 6 7 -9 9 15 11 12 -14 -15 -16 16 -18 -19 19 20 -22 22 23 24 -26 26 -28 28 29 -31
leaf_value=-0.00060835359772581704 -0.071128177660732109 -0.0092794153095851987 0.066248011288535927 -0.04905022904572541 0.062409811185198984 -0.10315272937280338 -0.067843082159170148 0.044986838232907583 -0.0059358031156844931 0.083468034606164615 0.064937533035252085 0.058199845874911352 0.10255468922292339 -0.10139861338452877 -0.057560678259522428 -0.089397517454947978 0.075558305845945972 0.047586837944347878 -0.095959950187373966 -0.032142620469793444 0.013180919662205623 0.076226583008697252 0.059271586569993318 -0.089928465277001088 0.048149737696193746 -0.10486834663951326 -0.0063274285934755599 0.07014022118407473 -0.013842133669054025 0.024802727421154473
leaf_weight=62.008295303380805 0.36278586340631536 1.2709053205308016 0.21679803832921596 0.50277050941076584 0.29663354698277533 0.1445639163627267 0.12507821270173736 0.14980975635262439 1.1521222093051613 0.4106939634102672 0.043972349842077985 0.17657962909106573 0.28640796290710568 0.11863334265945014 0.10558830902300542 0.12160382303773076 0.18639459647238255 0.15812200517393649 0.29846985491894829 0.99496484862174872 1.2385605212184598 0.4606453789747309 0.37601440004073083 0.31645842736179475 0.17588750443792378 0.3109584655467178 6.4873941956147974 0.56336304952856053 3.1118706630950328 4.1916633804567027
leaf_count=3027 46 113 62 38 26 41 78 27 59 26 35 62 10 35 27 30 4 18 108 35 30 24 28 38 37 22 248 36 97 166
internal_value=-1.53831e-05 -0.0110885 -0.00156485 -0.00866606 0.00428671 0.000335126 -0.0397147 -0.00635249 0.000536807 0.0188168 8.04148e-05 0.0333677 0.0590452 -0.0564175 0.0148818 0.0513415 0.023035 -0.0119637 -0.000221804 -0.0174947 -0.00700928 0.000338882 0.0281494 0.00264555 -0.0406009 -0.000143166 -0.0108347 0.000897045 0.0127629 0.00833703
internal_weight=86.364 2.64989 2.28711 2.07031 1.56754 83.7141 0.419452 0.274888 83.2947 2.02894 81.2657 0.731182 0.568576 0.162606 0.282168 0.876814 0.46612 0.279726 80.5345 2.532 2.23353 78.0026 1.32901 0.86836 0.492346 76.6735 6.79835 69.8752 7.8669 7.30353
internal_count=4633 285 239 177 139 4348 146 105 4202 137 4065 169 99 70 89 78 52 48 3896 173 65 3723 127 103 75 3596 270 3326 299 263
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=2 12 2 12 8 2 2 12 3 10 2 7 16 8 8 13 7 4 8 18 15 9 7 7 6 3 8 5 2 12
split_gain=0.0392599 0.263049 0.093809 0.100147 0.0920903 0.104461 0.0841223 0.111632 0.154124 0.257047 0.267816 0.0749426 0.332627 0.159923 0.295987 0.160929 0.147003 0.41943 0.411066 0.157715 0.333266 0.12996 0.111072 0.51379 0.108919 0.151121 0.311997 0.106861 0.156592 0.0990627
threshold=125.02712973155002 150.80177373595004 120.31044416595002 140.76381847615002 8.1436447804000007 129.01927736685002 129.01927736685002 158.10685693470003 90.100985783850021 70.182199495350019 134.46474107450004 24.176603375500004 18.924955745200005 8.0437227585500022 7.943800736700001 105.63489686155002 23.365573965200003 165.86037890555002 8.4434108459500017 13.405741979600002 31.445204138150004 200.15236065845002 23.822419043000004 23.666491602800004 14.605341251450001 83.17551763980002 7.943800736700001 20.201591378100002 59.078594408600004 120.41084184385001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 5 -2 -3 8 9 -8 -11 13 24 14 15 -1 19 21 22 27 -21 -18 23 -19 25 29 -27 28 -15 -13
right_child=1 6 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14 16 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10166241092017521 0.039926583091615502 -0.04527384587850735 0.022349876141657225 -0.031571373634266153 -0.10967773861868686 -0.10253153861090213 0.10325057175697083 -0.0017899776658636892 0.00011615739135188783 -0.10403736920049539 0.074815896058653505 0.004857305088719858 -0.076410750453330234 -0.0076850354054802013 -0.10733235251850536 0.032958263455410079 -0.025402318857115209 0.10236295285868664 0.015477889411915233 0.015359348499084824 -0.07204851563759132 0.011223735773027496 0.102286543849977 -0.066747944719785179 0.042201511579922746 0.075448379295285722 -0.10229584405795406 0.00024153514855897214 0.04760133625722987 -0.021666017238531714
leaf_weight=0.10882261681729488 0.11668310913932955 0.42815181915648182 2.2178946078045092 0.91122482015634787 0.29546939631109126 0.092102361456909421 0.47544679790735189 45.161830053827856 1.2655838166242572 0.16107387579177157 0.17434198113369348 7.4909667091370622 0.61309430707478973 0.86877184174955191 0.35488150513265282 0.48261053848568736 1.9951764892321064 0.59074595011770703 3.2288111601956189 0.8865545596929667 0.85870713600888848 1.8832067477051166 0.83590860432013869 0.25817024149000645 0.56227173900697458 0.13360385631676841 0.37860690627712756 10.255798720692836 1.248605449683964 1.7341573694556016
leaf_count=70 50 11 88 18 11 106 9 2691 42 23 36 305 37 14 19 295 29 61 36 38 32 37 11 10 33 5 121 237 39 119
internal_value=-1.32135e-05 -0.00190761 0.00239464 0.00115423 -0.0737545 -0.0229165 -0.00114755 -0.000747607 0.0219235 0.0559602 -0.0110733 0.00201189 -0.00485254 0.00515186 -0.0351336 0.00818831 0.00681585 0.0169665 0.0363713 0.000494687 -0.0276472 -0.00761799 0.0764117 0.0509334 -0.000592972 -0.00306409 -0.0559335 0.00446416 0.024917 -0.000128602
internal_weight=86.0693 48.1707 37.8986 35.6807 0.504255 0.208785 47.6664 47.2383 2.07645 0.810863 0.335416 34.7695 10.9127 23.8568 0.946315 0.591433 22.9105 8.79202 4.91364 14.1184 1.74526 3.87838 1.68482 0.848916 10.2996 9.73733 0.512211 12.3732 2.11738 9.22512
internal_count=4633 2979 1654 1566 167 156 2812 2801 110 68 59 1548 620 928 384 365 544 184 118 360 70 66 82 71 583 550 126 290 53 424
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=2 2 15 18 3 16 18 17 18 13 13 6 13 7 13 3 6 10 3 16 3 0 10 3 8 15 17 9 16 4
split_gain=0.0330014 0.13324 0.0920326 0.316541 0.261367 0.10681 0.209273 0.182671 0.279964 0.136937 0.112364 0.094322 0.32809 0.474132 0.333042 0.398425 0.224402 0.179111 0.255067 0.155304 0.369218 0.52899 0.280254 0.277161 0.244348 0.203237 0.106804 0.209219 0.105098 0.0900473
threshold=137.50513673700002 138.24741514690001 38.992510055900006 12.98549864095 93.668569722950011 22.594947163200004 13.317304170000002 188.85216786605002 13.007379166650002 117.59047016770002 117.56358558635002 16.165377701450002 111.38282034450002 22.626138143200006 109.58961877145002 86.26455603170001 16.355382140900002 64.369753017350021 92.316275283350009 19.224955043700003 85.589753040950015 94.625660817400004 71.053259929650025 83.613736315050019 7.943800736700001 27.220712026400005 187.32964365115004 186.16747084260001 20.394952307700002 147.36370056065002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 8 9 -7 -9 12 14 -14 19 -16 -13 18 -18 20 21 -1 -23 29 -25 -22 27 -20 -15 -24
right_child=1 -3 3 4 -6 6 -8 10 -10 -11 -12 16 13 28 15 -17 17 -19 26 -21 25 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10640431148493656 -0.063725976048345387 -0.0014377204717509271 -0.0070847630119909941 0.098059822287748288 0.018620663334262981 -0.03540462873620185 -0.05386923171417473 0.047320548068020364 -0.060749933444690964 0.011271517708219075 -0.00091176344346644695 0.057407941606125716 0.02250457435620247 -0.097433001898655669 0.093156446283638492 0.0026141811462632512 0.10103914417763532 -0.044389978869945251 0.0038686458448613779 -0.037606128060896166 -0.048661906574370209 0.073546442414721844 0.036678971637460152 0.04403359581587437 -0.10240861902421612 0.10218133397275114 0.00011772680944701338 0.10208593976577691 -0.043430903773691465 0.00065723126016902769
leaf_weight=0.46179304252293363 0.34615989351368526 43.354926210328159 2.4858792153536333 0.66035777237266291 1.1109586271923033 0.85161282424814944 0.96517574414610852 0.90681867767125357 1.0314361872151492 2.3995195743627846 1.0334572072606532 0.98003497121317096 0.86808398251196139 0.73717858921736457 0.8771249707788219 1.0899289945045891 0.30198734998702992 0.634824035924339 0.65044461760294314 1.0512026147916902 0.10745523138581248 0.53147889021784323 0.72819582326337773 0.1513214363976666 0.46123150340281427 0.5292552076280117 4.4920147901866585 0.32537582144141197 0.70509053469868377 14.765443025030548
leaf_count=53 18 2735 41 17 35 18 13 29 19 64 22 35 18 36 18 31 12 65 271 26 126 13 5 15 155 20 106 6 17 594
internal_value=-8.58e-06 -0.00193111 0.00199685 0.0159329 0.0482361 0.000420531 -0.0105438 -0.00382391 -0.0153563 -0.000954993 0.0216304 0.00300881 -0.000140446 -0.0358873 0.00383884 0.0429877 0.012845 0.00602597 0.011573 -0.000260073 0.00195338 -0.000830755 0.00209953 -0.000258104 -0.0662324 0.0767241 0.00663178 0.036618 -0.0710327 0.00235024
internal_weight=85.5958 43.7011 41.8947 4.2572 1.77132 37.6375 7.18802 6.22284 4.28257 3.25113 1.94028 30.4495 23.0648 2.31035 20.7544 1.96705 7.38468 6.40465 5.76982 18.7874 17.7362 17.0995 16.6377 16.1062 0.612553 0.63671 5.46784 0.97582 1.44227 15.4936
internal_count=4633 2753 1880 93 52 1787 165 152 101 82 51 1622 1127 71 1056 49 495 460 395 1007 981 835 782 769 170 146 383 277 53 599
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=13 17 16 8 8 17 16 0 15 4 8 18 7 6 10 0 19 18 18 18 18 7 9 5 7 7 7 15 15 12
split_gain=0.032966 0.150705 0.173596 0.265017 0.120228 0.199604 0.100385 0.0461224 0.168929 0.182942 0.131271 0.127339 0.0968257 0.0933919 0.087853 0.0827831 0.0761208 0.068061 0.107656 0.0818588 0.248574 0.113282 0.211559 0.124957 0.473258 0.0699537 0.257657 0.237551 0.180364 0.145064
threshold=117.69263157665002 187.52613723835003 22.744946812400002 8.0437227585500022 8.6432548896500023 199.59317753375004 21.074950717600004 85.662341410450011 43.79812286300001 175.22798587345002 8.6432548896500023 13.1052958007 22.557405306150006 16.585387514950003 61.917879202350001 85.619326080400015 14.651182102100002 12.783127173500002 12.854871756700001 13.075178189100003 13.1052958007 22.532843451200005 188.08209940425004 21.191508333600002 22.773029501100002 22.580797808900005 22.747724408400003 32.006846505750012 32.145494189350011 247.65401887280004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 5 -3 -2 8 9 13 11 12 -11 -1 -9 -15 17 -16 -19 21 -21 22 -20 -23 -25 28 27 -27 29 -22
right_child=1 4 -4 -5 -6 -7 -8 14 -10 10 -12 -13 -14 15 16 -17 -18 18 19 20 25 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10350777412878859 -0.10022840131595033 0.066689571102656095 0.0021160585074510253 -0.10875991539336233 7.5837114102328198e-05 0.0053786570840652281 0.087073779007790966 -0.030596146493688289 -0.086134843689821425 0.0029661201584685075 0.098670377209332194 -0.074719830193372971 0.10024010221598714 -0.10163101590243771 0.038260979094412444 0.10173363097320604 0.026804586566235956 -0.04888824440584022 0.014441917657305429 -0.0594987997029107 -0.029794032715087751 0.0031493561310759937 -0.045402036297513257 0.087675122860230451 -0.0041960387997768099 0.031978445046963823 -0.00013996139006091602 -0.069805208349846964 0.074587133774988296 0.040099704362792997
leaf_weight=0.24785248072276989 0.037145185022381511 1.0219217896228663 1.6389699788996948 0.3803468479309231 1.8703622166358398 1.1053479877300558 0.12459407397545874 0.93437406923476274 0.28729076370655082 1.3367629284939679 0.14710886752436625 0.19997306980235396 0.11081123596522946 0.033726284623526226 0.45909778887289476 0.049241673201322556 1.0647815305273969 0.45436198044626408 1.6764421245898113 0.72238241009472304 0.69888272555681286 2.3136620093137026 0.91214675828814495 0.99974687505164217 1.2768239869037641 0.30055068934143381 62.755327648336333 0.96720436291070655 0.44061382135259908 0.51633829665297526
leaf_count=32 80 32 69 15 48 10 8 28 108 388 13 102 3 70 24 1 39 12 54 26 171 15 12 26 22 25 3048 52 23 77
internal_value=6.62067e-07 0.00703486 -0.014109 -0.0631645 0.0185707 0.0348319 0.0440578 -0.00055015 -0.0141632 -0.0044351 0.00816093 7.93757e-05 0.0104124 -0.0727668 -0.000120762 0.0190664 0.000256104 -0.000123369 -0.000361396 -6.17392e-05 -0.00115845 0.0100824 -0.00664543 0.0195158 0.0361488 -0.000516779 -0.00104163 -0.045675 0.0197765 -9.67081e-05
internal_weight=85.0842 6.17869 2.18106 0.542086 3.99763 2.12727 0.161739 78.9055 2.41277 2.12548 1.79466 1.64755 1.44757 0.33082 76.4927 0.082968 75.5584 74.4936 74.0345 73.5801 66.4013 7.17882 2.58859 4.59023 2.27657 65.6789 64.0231 1.26776 1.65583 1.21522
internal_count=4633 262 172 103 90 42 88 4371 717 609 506 493 391 103 3654 71 3626 3587 3563 3551 3422 129 66 63 48 3396 3125 77 271 248
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=12 19 8 8 3 2 9 5 4 6 2 7 7 12 18 7 18 10 15 15 5 9 16 19 9 17 5 16 17 7
split_gain=0.0339174 0.121259 0.18684 0.174067 0.159665 0.139936 0.0957142 0.113715 0.160368 0.0933934 0.144719 0.0699319 0.166488 0.0674986 0.0650194 0.120279 0.0618198 0.180108 0.080628 0.0730823 0.0963503 0.0580968 0.10751 0.0558782 0.133102 0.0744035 0.434221 0.259325 0.146089 0.199091
threshold=285.94642765385009 14.351157895250003 5.2459061469000003 8.543332867800002 92.813640037450014 285.01633004880006 37.364870866050005 23.636018850950002 376.61861354110005 16.245379570700006 326.27519084675004 24.142338514450003 24.745523433100004 296.06259987170006 15.125532671900002 26.227352033200003 17.370891598500005 83.75622459600001 20.268860138950004 16.223386011700004 2.5717997438000002 197.89372115420002 11.949972055800002 14.651182102100002 201.16241229375001 208.00356650210003 18.946524085150003 18.764956119400004 205.28496454895003 24.812967180000005
decision_type=2 2 2 2 2 2 2 2 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 11 9 -2 13 -8 -9 10 -3 -4 -13 -7 -14 -16 19 -18 -19 20 -1 22 -22 25 -25 28 27 -27 -21 -30
right_child=1 4 3 -5 -6 6 7 8 -10 -11 -12 12 14 -15 15 -17 17 18 -20 23 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.074026422321068527 -0.087398003549019707 -0.035072754064184766 -0.11000522052263029 -0.001763444740318599 -0.012949511035054579 0.10011618294573538 0.053319237506576148 0.10026369967160882 -0.10134664263229941 0.096431615626959039 0.091674288591512124 0.061389852629620816 -0.11147719141425437 -0.1011664085385563 0.033357347193433279 -0.083616361330749234 0.072557892784981523 -0.10116813937559409 0.048974321015104703 0.00016923665852405803 -0.10048362978771584 -0.10506433688530865 0.019931929404380315 -0.0024193690244443686 0.052132292903782677 -0.063711465390726196 -0.10054182116225191 0.013856351539822457 -0.016792535499478178 0.067254148185622184
leaf_weight=0.068020475366210031 0.12793775534191743 0.21027202531695344 0.27981651754998871 0.66502570825105056 0.91689798415882251 0.020444408990442753 0.69185602249126532 0.058412720034539234 0.12156042085825902 0.27294549089856446 0.15760541528652539 0.11143247041036375 0.24569514630456979 0.090010232263466605 0.1291629072802607 0.27520021327700306 0.37418923689983685 0.11161620878715439 0.052632398399509839 72.684314592078522 0.12456453746415264 0.14793324895356363 0.18318194043831681 1.2404349438438647 0.69948215252952639 0.52277476386370825 0.49917261500377197 2.4552194811403751 0.4539779171172984 0.74332551336010511
leaf_count=15 60 25 17 22 59 6 132 4 72 13 25 30 18 207 14 183 44 383 11 2678 184 38 43 35 37 120 42 26 36 54
internal_value=2.64098e-06 -0.00857264 -0.0209546 -0.04173 0.0138155 0.0109757 0.0237884 0.0348992 -0.0359113 0.0521113 0.019228 -0.0672545 -0.0515453 -0.0639104 -0.0709046 -0.0462523 0.000469419 0.0342398 -0.053056 0.000241622 -0.036992 -0.053564 -0.0288079 0.000487519 0.0172505 6.71553e-05 -0.0142283 0.000239637 0.000739956 0.0353864
internal_weight=84.7351 4.37428 2.81655 1.70633 1.55772 1.11022 0.982284 0.871829 0.179973 0.640823 0.367877 1.04131 0.761491 0.110455 0.650058 0.404363 80.3608 0.538438 0.164249 79.8224 0.5237 0.45568 0.307746 79.2987 1.93992 77.3588 3.47717 2.97799 73.8816 1.1973
internal_count=4633 887 765 284 122 481 421 208 76 63 50 262 245 213 215 197 3746 438 394 3308 280 265 227 3028 72 2956 188 146 2768 90
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=8 13 0 16 9 19 13 13 6 16 5 8 6 9 16 3 12 18 10 5 3 2 14 12 18 18 17 16 0 6
split_gain=0.0330421 0.108043 0.199922 0.0873804 0.0938219 0.0657445 0.148872 0.323632 0.165839 0.213981 0.207235 0.188074 0.129685 0.120156 0.252864 0.076782 0.0757944 0.143912 0.345708 0.173913 0.162534 0.130945 0.368041 0.346384 0.290213 0.226024 0.213612 0.260648 0.266961 0.169532
threshold=8.8430989333000021 113.62230596715001 86.208098410950015 22.454947490600002 205.73475031020004 14.451165964200003 115.13321943645001 116.86189801435002 16.425383776450001 22.634947069650003 22.217208590350001 8.4434108459500017 16.465384711100004 191.96565807215003 22.654947022900004 92.813640037450014 285.94642765385009 14.349689277800001 62.057679025150001 20.389142059250002 73.913779380400015 189.32640726775003 274.15552132740009 210.43057429700005 14.442085364750001 16.291971004950003 197.38773738110004 22.604947139800004 89.057864029250013 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 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 16 -7 -8 9 10 -9 12 -10 14 -14 -11 21 18 -18 20 -19 22 -1 24 -24 -26 -23 28 -28 -30
right_child=1 2 -4 4 -6 6 7 8 11 15 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 26 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00093014306541758577 0.037872794515067393 0.064988239177150506 -0.060109406852274727 -0.053019068312653711 0.008768082810748196 -0.034637280961283948 0.07555360456570509 -0.019646640066681941 0.069765716264445179 0.029646433643457478 -0.10754834933764519 -0.0010691777393079126 0.085580228924516652 0.00022766642976536518 0.0076629776961789561 -0.010335318252934503 -0.00059117082492862944 0.020383002392713716 -0.10006274668051836 0.052117241929542035 -0.058107250595821162 0.0021625082720701529 0.081238660556722186 -0.12195196329297489 -0.1044828145353332 0.013161535856953809 -0.10623098268824188 0.097369463343870061 -0.012724164705278325 0.049679517371089589
leaf_weight=52.396907213571467 0.38662121529227933 0.19336913585721083 0.78529512905515719 0.3307299865009552 0.95654533986817114 0.81083560921251674 0.70153713715262611 0.94718944747000866 0.65346951340325032 0.87241463852114964 0.3741504357813028 4.3877705168761167 0.69457096472615409 1.5026420455542391 1.0403673583641646 1.0687435318541245 0.91222481627404695 0.53169837403720499 0.56628104186256678 0.51948579185591359 0.52365571896189067 9.2284994057140448 0.2263696033915028 0.4798775970175484 0.35299335554736899 0.30391191149465158 0.15815165374215201 0.52653484838083375 0.65362647980964528 1.303595496152411
leaf_count=2222 35 39 37 35 58 38 32 31 34 22 46 105 19 29 45 24 100 328 80 79 220 443 20 15 61 149 18 12 189 68
internal_value=-2.36736e-06 -0.0109865 -0.019323 0.00230899 -0.00710643 0.000354092 0.00685957 0.00960788 0.00559938 -0.0134958 -0.0445369 0.0131244 0.0291299 0.020928 0.0388566 0.00763368 -0.000882306 -0.0162836 -0.0386897 0.00475196 -0.018563 -0.000165789 -0.0022647 -0.0535625 -0.0164069 -0.0500556 0.00934 0.0344118 0.0187412 0.0288394
internal_weight=84.3901 2.65256 2.26594 1.48064 1.28728 81.7375 13.0537 12.2429 11.5413 3.2625 1.32134 8.27882 3.89105 3.23758 1.73494 1.94116 68.6838 3.05335 1.47851 1.57484 1.05535 65.6305 53.7601 1.36315 0.883275 0.656905 11.8704 2.64191 2.11537 1.95722
internal_count=4633 204 169 132 93 4429 425 387 355 123 77 232 127 93 64 46 4004 807 180 627 548 3197 2467 245 230 210 730 287 275 257
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=2 12 12 2 12 3 10 2 2 4 16 0 4 17 12 16 13 6 17 12 17 8 12 8 9 18 18 15 13 5
split_gain=0.0291383 0.23383 0.0842554 0.0825734 0.0855474 0.134421 0.232842 0.237633 0.0796845 0.0836453 0.165047 0.211659 0.19929 0.118804 0.0848518 0.123384 0.182067 0.0743236 0.08032 0.0663973 0.140831 0.209226 0.308177 0.261243 0.173822 0.119348 0.418765 0.396827 0.319417 0.220632
threshold=125.02712973155002 150.80177373595004 145.32166322050003 129.01927736685002 158.10685693470003 90.100985783850021 70.182199495350019 134.46474107450004 120.31044416595002 202.17358131775003 19.029955499700005 94.047642319350018 205.83748347565003 183.93802912725002 143.62136700335003 15.564963602350003 102.54048155345002 13.955326063950002 194.99099661610003 114.82338089645002 188.85216786605002 8.4434108459500017 124.89425631215002 8.2435668022500028 191.20686769655003 13.055593598800002 13.015629076450002 36.136500007950012 108.49810477050001 22.825270530250005
decision_type=2 2 2 2 2 2 2 2 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 -5 -8 9 19 11 -11 -13 -14 15 16 -15 -10 -19 -1 25 22 -22 -24 -25 26 29 28 -27 -21
right_child=1 3 -4 4 -6 -7 7 -9 17 10 -12 12 13 14 -16 -17 -18 18 -20 20 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0010605112323996771 0.0099793625791375351 -0.046268333998405672 -0.095490180138562739 0.10274568490586487 -0.0014721608605206419 -0.00010218131103476832 -0.10370110286770501 0.071046650501648045 -0.0095052395009115331 0.094924756697132323 -0.053463326428459683 -0.10980355157416373 0.066950614764234403 -0.10244539387464809 0.011974004921915395 -0.10377035173020806 0.10122197109593055 0.057026142922925786 0.011384763196319345 -0.090084637435719039 0.089177582589744966 0.0040983203092161656 -0.036672246159063331 0.0064015899741707884 0.083282489340211652 -0.028089685290040411 0.10187844519951275 -0.11156863200472938 0.099259945729197385 0.0024532607925475576
leaf_weight=20.891510685766178 0.096129052615423372 0.3986992402933528 0.35716489960395847 0.41735420376062293 44.383414794102649 1.2540502521983397 0.1473748950229492 0.1648815058283617 0.58608957481919732 0.21173665651440332 0.81999002536758769 0.18244594702912298 0.23016283227445888 0.078949245697003789 0.54160384833812714 0.19954729238816071 0.098846910521388054 0.71135729008346948 0.84190438967198133 0.30434630173476662 0.83850924806392901 4.8378240324091166 0.62163418426644046 0.61017028987407662 0.56768848118372262 0.80143324438176911 0.38777665299130593 0.42042434588074673 0.26112456211922108 1.679250035103905
leaf_count=853 111 11 56 9 2691 42 23 36 36 26 38 25 60 41 2 23 3 38 14 66 93 75 13 6 63 30 12 8 65 64
internal_value=-3.47754e-06 -0.00164655 -0.0731235 -0.000953735 -0.000564085 0.0197537 0.0538817 -0.0114286 0.00210914 0.000950607 -0.0172085 0.00205466 -0.012713 0.00270219 -0.0133897 -0.0497944 0.0107848 0.0208381 0.0322874 0.00228247 0.00844654 0.0164518 0.0391069 0.0157755 0.0434556 -0.00708035 0.00683519 -0.0293321 0.0032066 -0.011745
internal_weight=83.9434 47.2191 0.453294 46.7658 46.3671 1.98366 0.729611 0.312256 36.7243 34.585 2.36328 1.54329 1.33156 1.14911 0.918947 0.377343 0.177796 2.13935 1.55326 32.2217 11.3302 7.47583 2.638 1.79949 1.17786 3.85436 2.37137 1.48298 1.06256 1.9836
internal_count=4633 2979 167 2812 2801 110 68 59 1654 1566 218 180 154 129 69 67 44 88 52 1348 495 250 175 82 69 245 142 103 95 130
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=18 10 0 0 2 5 3 2 7 5 7 6 13 19 5 14 2 3 13 6 13 10 4 5 7 15 5 18 7 19
split_gain=0.0295457 0.140645 0.228943 0.222598 0.147702 0.141513 0.106302 0.0944441 0.0901127 0.113815 0.114448 0.0876656 0.0781436 0.183486 0.299621 0.161076 0.327889 0.149779 0.140594 0.198149 0.0883146 0.0857929 0.0853989 0.316948 0.211189 0.322703 0.223563 0.18981 0.176809 0.219862
threshold=15.917243450850002 76.279622535200005 98.51854819030001 99.647700605050019 199.01127796720002 15.332427622700001 78.965392207550011 77.002902305750027 24.103872582350004 14.47989612135 25.566742778300004 11.805275828400001 103.89008753490002 12.451004585100002 13.8160216159 301.50888169040007 107.71644982635 93.862138708350017 104.19926021995002 14.055328400500002 103.39541123890002 75.085947125300024 309.25865594525004 21.363989181350004 23.131311951800004 25.186533201700005 22.533652790000001 14.549241649450002 24.176603375500004 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 -2 6 7 -5 -9 10 -10 -12 13 15 -15 16 -1 -18 19 -14 -17 22 -20 27 25 -25 -26 -24 29 -28
right_child=1 2 3 5 -6 -7 -8 8 9 -11 11 -13 18 14 -16 20 17 -19 21 -21 -22 -23 23 24 26 -27 28 -29 -30 -31
leaf_value=0.0032391920151180324 -0.10338797851200571 0.065688647715122908 -0.10395565674212831 0.075728050882466771 0.02295166487359955 -0.10223494806553263 0.069191871746072289 0.072156710541417937 -0.084912291950983529 -0.10221941300860948 0.00056451462484728243 0.048477618424084296 0.06111053040379219 -0.0075213684520330469 -0.1052689425645309 0.021330691404967787 -0.10164514102967524 0.082733621863633394 0.0013482518320049404 -0.0063761774221512864 0.10310090005898589 -0.021227179102371308 -0.10846079230963507 0.039179580967103653 0.065508623396056884 -0.096840921892106704 -0.0041826297944773817 -0.024383163156091094 -0.033685638294567201 0.058863802350378774
leaf_weight=2.3849774159541539 0.22646090356283721 0.67012002130650206 0.18599582742899645 0.18777192284562705 0.15647192934557097 0.11439178916589288 0.28785638252156776 0.18096693721236068 0.14299366996783724 0.10602462504175481 3.1906737186548928 0.43379289330914605 0.89741777256131061 0.83301757688150224 0.50290880571486696 0.69881911085383297 0.47126526073134289 0.048602162604311161 62.454518453863869 0.84445822704583406 0.16286398470401764 1.9177125340793271 0.46132417245826107 0.26828788285155258 0.57940446066641005 0.4985105317914531 2.0869533925288128 0.64242830034345388 1.1686183472611444 0.75260491139488284
leaf_count=117 35 39 17 54 36 25 25 42 76 29 923 29 35 182 80 138 214 8 1947 9 2 21 47 42 49 115 60 100 101 36
internal_value=2.40212e-06 0.0068348 0.0109142 0.00331551 -0.0517638 0.00761137 0.0103852 0.00639483 0.00318384 -3.85355e-05 0.00283706 0.00629898 -0.000515123 -0.0124771 -0.0443184 -0.0011835 -0.0124466 -0.0844077 0.000325907 0.0283931 0.0367858 -0.000364328 0.000216247 -0.010731 -0.000672766 -0.04925 0.00744675 -0.0595242 -0.000946421 0.0125274
internal_weight=83.5582 5.88352 5.50059 4.83047 0.382933 4.64447 4.53008 4.24222 4.05445 3.87348 3.76746 3.62447 77.6747 5.10245 1.33593 3.76653 2.90484 0.519867 72.5722 1.74188 0.861683 70.8304 68.9127 6.45813 5.35438 0.766798 4.58758 1.10375 4.00818 2.83956
internal_count=4633 1330 1259 1220 71 1203 1178 1153 1099 1057 1028 952 3303 741 262 479 339 222 2562 44 140 2518 2497 550 403 157 246 147 197 96
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=13 17 16 8 8 2 6 15 6 2 7 16 4 10 6 0 15 16 9 16 16 17 15 17 9 18 16 18 18 18
split_gain=0.0291148 0.121634 0.156161 0.216741 0.115192 0.0974666 0.0461124 0.115147 0.206978 0.172274 0.184417 0.22985 0.157839 0.284407 0.145999 0.301703 0.123551 0.121576 0.123474 0.108951 0.193364 0.244198 0.112278 0.117698 0.0928357 0.220184 0.148298 0.0908927 0.512369 0.48829
threshold=117.69263157665002 187.52613723835003 22.744946812400002 8.0437227585500022 8.6432548896500023 112.39935172340002 16.455384477450004 41.54912092575001 16.565387047600002 144.94098043750003 22.958251375150002 22.674946976100003 278.29044475435006 61.950140699950005 16.535386346650004 86.162394622750014 40.42701969085001 22.634947069650003 192.57902085675002 22.564947233300003 21.374950016100005 179.33099108465004 23.180824130700003 166.68115439205005 205.73475031020004 13.317304170000002 22.614947116400003 13.480563334700001 13.431207332600001 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -3 -2 27 8 12 -9 11 -11 16 -14 15 17 24 18 -12 20 21 22 -10 -24 25 26 -8 28 -1 -29
right_child=1 4 -4 -5 -6 -7 7 9 19 10 14 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0033629783717240291 0.089127277622200796 0.033317001272557156 0.0019973911912138688 -0.10722518044621476 -0.0010064504676219881 -0.10026431733443751 0.019192671331147437 0.054279025055728597 -0.1012320782106446 -0.10901301593103707 0.0019387773336579394 -0.0015724596047153078 -0.0097503302901016109 -0.10758491562909048 -0.020643633994248806 0.056650401121914822 0.013094386659639882 0.012882858963154283 -0.071596265723308058 -0.005859822414586816 0.044534159116154541 -0.10505720557565829 -0.10129920229967336 0.075982678302571577 0.0028844596115795503 -0.049056438801905994 -0.025237131631237836 -0.11590817333958583 0.087643500672119082 -0.00032218440302986175
leaf_weight=13.118255672686924 0.10541129641933311 2.0689688528655101 1.6324693842034319 0.33322296175174415 1.8539247721491845 0.036610109199500585 1.2274555647163672 0.6681633316911747 0.057458692383078769 0.32243466977342894 0.50660558590607285 0.52062614185706479 0.69206426786695263 0.5206946890684776 1.381841934242402 1.3081589257344601 1.4769909288734195 1.9431300056166945 0.41572238436128828 2.6250503230839968 1.4545036461204288 0.22577400387095281 0.043595013773256142 0.26563972850453865 1.5407723244279621 2.2247944548726082 1.936428037472069 0.36873041775652282 0.76329168632219158 41.500386995191718
leaf_count=462 22 42 69 15 48 66 28 17 134 50 3 11 38 46 21 17 16 27 42 31 38 31 88 142 8 31 33 23 33 3001
internal_value=-5.44392e-06 0.00668607 -0.012689 -0.0631371 0.017096 0.0403061 -0.000528783 -0.00447975 -0.00964295 0.005962 0.000916516 -0.0426639 -0.01803 -0.0517553 0.00753 0.016858 -0.0131646 -0.00130831 -0.0312058 0.00762514 0.0249183 -0.0232384 0.0271377 0.05099 -0.0187617 -0.0249509 -0.00800021 0.000984819 0.00799723 -0.00134012
internal_weight=83.1392 6.03061 2.10771 0.475244 3.92289 0.142021 77.1086 21.3579 14.2912 7.06668 6.39852 0.843061 9.6192 1.21276 5.55546 4.17362 8.40644 2.86546 0.922328 4.67202 2.04697 0.592467 0.366693 0.309235 6.92945 5.38868 3.16388 55.7507 13.8815 41.8691
internal_count=4633 262 172 103 90 88 4371 852 664 188 171 61 200 84 110 89 116 72 45 464 433 395 364 230 100 92 61 3519 495 3024
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=8 5 19 15 3 10 7 19 16 6 13 5 3 9 2 2 5 3 2 3 9 5 4 18 10 0 10 16 4 2
split_gain=0.0304044 0.102059 0.180671 0.239295 0.0596577 0.12719 0.0790155 0.0524758 0.131335 0.256482 0.16571 0.125484 0.202726 0.171457 0.163646 0.271815 0.115387 0.250517 0.0947362 0.109579 0.0890898 0.102757 0.0608624 0.19712 0.197422 0.147398 0.146719 0.133307 0.125326 0.0989826
threshold=8.8430989333000021 30.133297129900004 14.451165964200003 32.99104187950001 90.730084986350008 61.928633034850002 22.626138143200006 14.451165964200003 22.534947303500005 16.485385178400005 114.86706208155002 24.393336510100003 92.913112988300014 201.16241229375001 213.37240936950002 229.44804549725004 21.438877744300004 93.292185584700022 163.12111328040001 93.915907870950022 189.68479361675003 21.191508333600002 371.16724128940001 14.349689277800001 62.057679025150001 93.72771580185001 74.927328095600004 22.674946976100003 376.61861354110005 189.32640726775003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -6 -7 22 9 10 -9 13 -13 16 -15 -16 20 -18 19 -19 21 -10 29 24 27 -25 -27 28 -24 -1
right_child=1 -3 3 -5 5 6 -8 8 11 -11 -12 12 -14 14 15 -17 17 18 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020583903373417537 0.03852741250035191 0.050278375164343407 0.015460226108450999 -0.089242433048921474 0.01705500426573962 -0.0043071114577902629 -0.10471543277419121 -0.010808737197964616 0.057312192053115232 0.025146056825472298 -0.085155828528546987 0.0089315234661725851 -0.094630141454377356 0.082025961230217617 -0.057190434803965989 0.063677051542071955 0.0721278282817088 0.040960529289776289 -0.014100696406467082 -0.0045488995749813554 -0.011584768626595387 -0.0048514620852145012 0.03093956488251063 0.056727155177079873 -0.097049598006675508 -0.10177600681707007 0.0015539459414275342 0.090414802679266951 -0.10251941716666067 0.007981807915907144
leaf_weight=53.00551708633634 0.39624798152544805 0.24819284491240967 0.34386025485582639 0.597705044754548 0.67937644198536873 0.14214619723543365 0.17469383537536487 0.62122162166633577 0.46250475710257333 0.84819818474352349 0.57940743397921324 0.55465808510780412 0.28673855119859581 0.66741401261242639 0.3142220985610038 0.45617794006830081 0.76157831540331233 1.211527360603214 1.1877005881251532 0.93927727686241258 3.1751323399657849 0.62559196166694164 0.13545932993292753 0.4088465582315165 0.48260437944975365 0.16107720516902169 0.93543949241347946 0.11240030475892127 0.14641907364966755 12.051708650125418
leaf_count=2467 28 16 25 66 13 38 18 26 37 17 14 4 80 18 37 38 23 23 29 28 40 11 5 47 76 70 552 14 76 697
internal_value=-7.36372e-06 -0.0106877 -0.0171706 -0.051005 0.00570772 -0.00734641 -0.0596685 0.00033681 0.00623587 -0.0169491 -0.0466876 0.0106993 -0.0263611 0.0138808 0.0457798 0.014379 0.00839675 0.0203741 0.00856812 0.0210861 -0.00312229 0.0215717 -0.000773327 -0.0164723 -0.0541619 0.00548209 -0.0136251 -0.00166657 -0.0383844 -0.000198466
internal_weight=82.713 2.58222 2.33403 0.941565 1.39246 0.996216 0.31684 80.1308 12.6914 2.04883 1.20063 10.6425 0.841397 9.80113 1.43781 0.7704 8.36331 4.10008 3.33851 2.1508 4.26323 1.0881 67.4395 2.38225 0.876883 1.50536 1.09652 0.394279 0.281878 65.0572
internal_count=4633 204 188 91 97 69 56 4429 425 57 40 368 84 284 93 75 191 103 80 51 88 48 4004 840 171 669 622 95 81 3164
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=4 14 14 5 5 13 7 16 6 5 3 3 10 9 7 9 14 16 8 9 9 18 2 4 12 12 9 14 7 19
split_gain=0.0307892 0.118628 0.112711 0.208724 0.25789 0.180234 0.273328 0.117916 0.131712 0.22179 0.137311 0.115943 0.110449 0.0992893 0.241423 0.192733 0.245352 0.235725 0.19249 0.185262 0.172139 0.148101 0.33083 0.171292 0.14363 0.145527 0.305315 0.286746 0.129235 0.121233
threshold=240.27283890470002 237.39224498945003 255.27041524225004 22.458857822500004 19.897785533950003 109.96062599345002 25.923236208600006 22.674946976100003 14.745344522600002 24.800945798900006 93.883646373400012 93.609423644100005 62.014663695050011 195.13041324455003 23.109894804950002 200.84251237905002 312.77868840275005 22.584947186600004 7.7439566930000003 194.29956510785004 195.34352961910002 13.956123578150001 170.01157529015003 292.86872700255009 197.15611335610004 208.33288250865004 190.07378137140003 276.70898201215005 26.459406588900006 14.651182102100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -9 10 -10 -5 -13 19 -15 16 17 21 -17 24 -18 -16 -23 -24 28 26 -26 -27 -4 -20
right_child=2 -3 7 11 -6 -7 -8 8 9 -11 -12 12 -14 14 15 18 20 -19 29 -21 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0012417419753338243 -0.087261670875218827 0.052652037948206942 -0.099311122767295382 0.040659548432114369 -0.049218730847179988 0.064302017026657096 0.0040773737488389887 -0.016071972581800896 0.099463040581460466 -0.025109008958931162 0.014418984982003891 -0.057719783542247972 0.012810548276731296 -0.055890783208160988 0.10339615704829359 0.064339511615818176 0.0091043815544468859 0.014418055695935565 -0.0066191328579138153 -0.10611167425700772 -0.077734360647532044 0.099625873527513703 -0.072592721364720544 0.04613576437349505 0.078953755394925274 -0.072800923935767467 -0.062377670907400977 -0.0027939090949156541 0.020844293743021675 0.030515343404248125
leaf_weight=44.323881980845698 0.40620208115979028 0.45342588613311718 0.30545491440443928 0.87787243630737055 2.2997758146375418 0.34599141404032696 1.6935211377299308 0.5184869293589135 0.57188202044926562 0.33150048703100765 0.28420271532377228 0.31864182130811947 0.73228126225876622 0.68280081666853476 0.53542099893093353 0.42463307408843221 0.53125388920307148 3.8585901657934301 12.62762212954453 0.19720614447578633 0.40025629303636379 0.44809037071536295 0.27022999757900834 0.22080349351745099 0.52008119668130337 0.64549985992925929 0.21647293702699244 6.250513736088763 0.12662058101773255 0.94494387833401638
leaf_count=1971 76 36 142 14 33 11 67 11 37 43 27 34 26 36 6 117 2 37 643 15 48 5 20 25 85 14 8 924 100 20
internal_value=-9.07502e-06 0.00176234 -0.00211936 -0.0139044 -0.0251786 -0.00257299 -0.0135926 0.000425131 0.0259791 0.0443382 0.0712301 0.013834 -0.00857438 -0.00106758 0.00259438 0.00456526 0.0191437 0.0274145 -0.00195953 -0.010351 -0.028209 0.0614238 0.0374941 -0.019204 -0.00800938 -0.00483416 0.0374165 -0.0093469 -0.0640993 -0.00403377
internal_weight=82.3642 44.7773 37.5869 6.67429 4.74549 2.44571 2.09972 30.9126 1.70607 1.18759 0.856085 1.9288 1.05092 29.2065 20.9446 20.2618 6.26465 5.33314 13.9972 8.26185 0.93151 1.47454 0.939124 0.491033 8.06464 7.63257 0.736554 6.89601 0.432075 13.5726
internal_count=4633 2007 2626 261 187 154 143 2365 118 107 64 74 60 2247 959 923 143 93 780 1288 50 56 50 45 1273 1031 93 938 242 663
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=9 9 15 4 15 9 12 0 7 18 8 18 7 9 6 3 10 12 5 6 10 8 3 13 7 8 5 19 5 13
split_gain=0.0270719 0.120235 0.0797813 0.0885687 0.0788671 0.0690291 0.0682481 0.0690482 0.0684323 0.0536778 0.0893367 0.0861362 0.0801522 0.124249 0.138804 0.120613 0.225519 0.114186 0.134505 0.101859 0.0865021 0.0704262 0.127276 0.070105 0.17022 0.226331 0.122265 0.120159 0.282851 0.108378
threshold=219.87257840710004 221.38017838285003 24.673905035600004 274.52314445175006 12.537637863700001 227.40597858270002 374.99834609790008 87.345316200150009 25.806080957700004 15.917243450850002 8.3434888241000014 16.161386252450004 26.041753980350006 205.93480238635001 13.705320222600003 77.817420585800008 79.941302508900023 326.14630530935011 12.451585980350002 5.0851188130000002 78.962703749400006 7.8438787148500007 75.790323155500019 103.89008753490002 25.024903008400003 7.4441906275000003 11.783123780850001 12.451004585100002 13.8160216159 104.19926021995002
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 23 11 21 13 14 17 16 -14 18 19 -13 -17 22 -11 24 26 -26 -1 -28 -29 -25
right_child=1 2 3 5 -6 -7 7 8 -10 10 -12 12 15 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 29 25 -27 27 28 -30 -31
leaf_value=-0.063165496018751419 -0.066772276610506984 0.074062793903777263 -0.0097783064533599959 0.065471362289352367 -0.10132032527194651 -0.0040841662931836676 -0.10313354084937257 0.027543275931978268 -0.086426852766481099 0.063514420755067358 0.08291029827863558 -0.10051554266251815 -0.10416751136712377 -0.091327806726259134 0.096122510166924718 0.073871435020992526 0.0077933354873308313 0.090787920095732444 -0.095269977561516644 0.065602147988902279 -0.0038080448367903068 0.06873407779693172 -0.057285288633987574 0.025549513773128814 -0.007103584553875256 -0.10315811999679202 0.014002178971837637 0.012341808036971411 -0.10431651103666684 4.0635160529381715e-06
leaf_weight=0.30312766990982654 0.32713384791350053 0.03163065970989043 1.4050965645292306 0.34225411329680344 0.13538293822239211 0.24469047515958664 0.12509873242637937 0.15513328052475117 0.079776562036386167 0.18625305956083948 0.16390432743355621 0.051353710302464495 0.1925308186037008 0.21288247201118793 0.1154702571220696 0.43283118549152266 2.7441838779418788 0.071846424019895494 0.23739383522479329 0.13125578954395678 0.21434829838108271 0.38968133583693998 0.16403448839264456 1.7028146111406375 0.56821334397045564 0.4316606282882276 2.6005285679120793 0.59977228555362661 0.31805360148439377 67.302191254862009
leaf_count=232 46 54 28 49 67 41 41 43 62 36 11 84 27 21 8 38 708 10 35 34 28 21 20 44 60 136 206 15 52 2376
internal_value=-7.48064e-07 -0.0102763 -0.0017162 0.00384983 -0.0681046 0.0364745 0.00032062 -0.0431207 -0.0111616 0.00051825 0.0102313 0.00791556 0.00261139 -0.0255884 -0.00254497 0.00906514 0.00045319 -0.0257089 -0.045637 0.0188863 0.0481437 0.0394846 0.0069457 -0.000180101 -0.0118381 -0.0485718 -0.00222691 0.00302332 -0.0280837 0.00063444
internal_weight=81.9805 2.48619 2.15905 1.99204 0.167014 0.586945 79.4943 0.360009 0.23491 79.1343 5.30797 5.14407 4.4041 0.820202 0.60732 3.58389 2.93671 0.49185 0.420003 0.182609 0.647179 0.739969 0.350288 73.8264 4.82136 0.999874 3.82148 3.51835 0.917826 69.005
internal_count=4633 285 239 118 121 90 4348 146 105 4202 1081 1070 993 192 171 801 735 163 153 118 66 77 56 3121 701 196 505 273 67 2420
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=5 10 17 13 19 6 5 5 0 13 4 5 15 3 7 10 5 12 16 19 6 2 16 19 0 6 16 19 7 15
split_gain=0.0270087 0.0985682 0.131485 0.122285 0.0937567 0.0664918 0.103689 0.136629 0.0870818 0.0609297 0.091367 0.0587114 0.151458 0.0802593 0.091436 0.0807999 0.0360005 0.0895759 0.158444 0.0569509 0.053317 0.0972194 0.0699681 0.0704686 0.155851 0.163625 0.206643 0.0723727 0.238939 0.261225
threshold=30.133297129900004 60.87206898960001 168.97717400795003 122.52916775330002 14.551174033150001 16.495385412050002 36.806659819600007 30.922794813800003 78.191116265950015 120.78166996855002 254.21219862280003 25.704065249550002 51.19990836680001 93.292185584700022 19.506002767000002 61.076391807500009 24.453399453300005 270.40131768760006 22.794946695500006 14.651182102100002 16.715390552450003 104.39392676985001 22.764946765650006 14.551174033150001 86.264556031700025 16.445384243750002 22.644947046300004 14.451165964200003 23.602039070650005 41.54912092575001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -2 7 -7 -9 10 -1 16 13 -13 -15 -16 19 18 -18 20 22 -22 23 27 25 -25 -27 -3 -29 -30
right_child=4 11 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.10085866152139356 0.057393221502609004 -0.00055658834841785197 -0.092200457348097592 -0.10252992197794614 0.10091966313975154 0.072798263417407735 0.074999155954755883 -0.10463351938567306 0.028118769505131116 0.097704902117036932 0.075645996312729252 0.092944315917470377 -0.089729796537898532 0.098310960426241212 0.10045708956081399 -0.10113301520809814 -0.10246270715260578 -0.0047832385453702294 0.087236423742265395 0.018681542755262719 -0.00098896570606682227 -0.08520100931636182 0.02990651924760971 -0.10777425701796722 -0.0012639771120004839 0.044379494777657069 -0.075070118404389971 0.019719481496238485 -0.072388383925558325 0.026917308272322506
leaf_weight=0.055326279941481427 0.16817277821246435 65.240699372826214 0.27028574791074789 0.079535744152963161 0.11751752812415361 0.081789784867851267 0.098226472972555712 0.21523176016839329 0.064138214405829785 0.10415090573951602 0.062410570645937469 0.25819892284925927 0.083196450388641097 0.06520939344773069 0.026329463347792625 0.081201573504984026 0.22685603746140159 1.716325847621192 0.054633163847029209 1.6387003212876141 0.40390963384106626 0.20752507296856493 0.77827549306675692 0.3174908584915096 2.4160783709085081 0.27513318695127964 0.30579615687020123 5.1553369228713555 0.64664693866507128 0.44869004678912461
leaf_count=111 17 3387 171 6 5 36 37 83 8 6 11 15 57 13 2 105 102 44 2 51 44 15 10 16 46 29 12 97 58 37
internal_value=-6.69146e-06 -0.0001812 -0.0415565 0.00385582 0.0189456 0.00359499 -0.0160996 -0.0408761 -0.074156 0.0419898 -0.00729614 0.000113209 0.0337976 0.0576456 0.00488374 -0.0517728 -0.000103726 -0.0133585 -0.0656447 0.000236493 -0.000160196 -0.0295711 7.77224e-05 -0.000232615 -0.014487 -0.050047 -0.0184977 0.00042825 0.0107074 -0.0317091
internal_weight=81.663 80.9179 0.571709 0.301424 0.745077 0.627559 0.459386 0.36116 0.27937 0.221888 0.117737 80.3462 0.514136 0.430939 0.17274 0.107531 79.8321 1.99782 0.281489 77.8343 76.1956 0.611435 75.5841 74.8059 3.3145 0.89842 0.580929 71.4914 6.25067 1.09534
internal_count=4633 4447 305 134 186 181 164 127 91 128 122 4142 192 135 120 107 3950 148 104 3802 3751 59 3692 3682 103 57 41 3579 192 95
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=7 3 5 15 9 5 9 15 7 6 9 5 7 17 7 5 15 6 7 16 2 6 0 7 19 6 17 18 3 6
split_gain=0.0251938 0.0862583 0.119614 0.0743618 0.0814902 0.132302 0.0446389 0.0517766 0.0433582 0.0818638 0.0855105 0.0751538 0.071641 0.0798154 0.0862409 0.0554036 0.114779 0.0572389 0.123455 0.0717635 0.106005 0.0534307 0.0576737 0.177322 0.132377 0.120065 0.113395 0.170072 0.230537 0.181246
threshold=19.907255598950005 103.28787291370001 29.110986871100003 20.734744936600006 66.544071737050004 29.260164586050003 61.192192081150004 21.881081380950004 21.833224794850004 11.865277230300002 43.730860148300003 20.165068834500001 21.554186973500006 169.38704859920003 20.714163848350005 25.704065249550002 51.19990836680001 17.130400249100003 22.626138143200006 22.714946882600003 118.20523333310003 16.625388449550005 86.09518316945001 22.398098708400003 14.251149826300002 16.405383309150004 187.52613723835003 13.391483899700001 93.776108048150022 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 -2 -11 13 -13 -15 17 -17 19 -19 21 -21 22 25 24 -24 -10 -27 -28 -29 -30
right_child=8 2 3 4 5 -7 -8 -9 15 11 -12 12 -14 14 -16 16 -18 18 -20 20 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.034332395432276119 0.0011121988866316585 -0.10130251350204089 -0.10560722717857779 0.05651302030575156 0.09184979271862842 -0.10329857078311372 0.069067220623297995 0.053443427568370228 -0.032139201818393789 0.063671982178913303 -0.10187891713246691 -0.080147809367830905 -0.068476171207060621 0.062190280054125351 -0.0079052868907978635 0.063033973953673841 -0.06583812023425327 0.018178053863475537 -0.079202427863685157 -0.0016120296280949177 0.052866468848586257 0.03293728190473199 0.0099750433916019048 0.00024228237328938345 0.10133032373411188 -0.01709931208228278 0.0099160369571190555 -0.10852565977230265 0.062937882529568681 -0.06840236245715256
leaf_weight=0.12464223436836508 0.13638026768603539 0.119838957358823 0.049453393217959274 0.27420487999916077 0.053574008779833093 0.098823723832424548 0.29880727412455599 0.14582553080981597 1.6132788521367718 0.14315802212604456 0.19715758639358683 0.12673336823084458 0.19691769668690984 0.20733322077859373 1.1439952320657765 0.3337333971321631 0.08715980744909757 0.24756592545600042 0.27457383651926648 0.81659791618585476 0.63484112506557722 0.48254809515856223 0.3343949999157293 62.244342498836602 0.30174166057258844 3.6712024908210861 6.2656301247989177 0.29914551158435632 0.24200625403318554 0.18568522942950949
leaf_count=30 32 191 18 40 8 111 39 20 71 31 51 184 22 62 71 40 61 26 43 13 37 24 56 3106 10 50 122 13 34 17
internal_value=-1.05614e-05 0.0145883 -0.0120056 0.0104734 0.0239299 -0.034696 0.0424258 0.0129929 -0.000222695 -0.0142263 -0.0597669 -0.0058719 -0.0118157 -0.00426701 0.00284942 0.000163433 0.0363468 -3.27872e-05 -0.0330307 0.000190708 0.0222162 -0.000231934 -0.000444897 0.000779127 0.053308 -0.00671415 -0.00286766 0.00460428 -0.0411852 0.0059156
internal_weight=81.3513 1.16517 0.595895 0.476056 0.426603 0.152398 0.569275 0.270468 80.1861 2.15168 0.333538 1.81814 1.67498 1.47806 1.35133 78.0344 0.420893 77.6136 0.52214 77.0914 1.45144 75.64 75.1574 62.8805 0.636137 12.2769 10.6637 6.99247 0.726837 0.427691
internal_count=4633 457 368 177 159 119 89 50 4176 453 83 370 339 317 133 3723 101 3622 69 3553 50 3503 3479 3172 66 307 236 186 64 51
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=5 10 17 13 19 13 4 6 9 9 5 15 3 7 10 9 18 16 5 15 15 9 9 18 15 6 17 16 8 2
split_gain=0.0230247 0.0884413 0.110341 0.0991687 0.085696 0.0530387 0.0763783 0.0526728 0.0920044 0.108921 0.0444523 0.119476 0.0737126 0.0822735 0.0700204 0.0321314 0.169068 0.149225 0.174661 0.119929 0.0748837 0.0450519 0.118911 0.241762 0.245857 0.248171 0.0842054 0.103713 0.143656 0.06995
threshold=30.133297129900004 60.87206898960001 168.97717400795003 122.52916775330002 14.551174033150001 120.78166996855002 254.21219862280003 16.495385412050002 226.58992707320002 66.544071737050004 25.704065249550002 51.19990836680001 93.292185584700022 19.506002767000002 61.076391807500009 219.87257840710004 14.262527874400002 20.564951910200005 18.678742451450002 24.673905035600004 12.537637863700001 214.18224820805003 210.61272793875003 14.329845562450002 34.969820938750011 14.195331671650001 216.68129631285004 18.764956119400004 7.3442686056500008 152.68195387130001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -1 -2 9 -9 15 12 -12 -14 -15 21 -17 18 19 20 -18 22 26 -24 25 29 -3 28 -28 -25
right_child=4 10 -4 -5 -6 -7 -8 8 -10 -11 11 -13 13 14 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.1007277832275362 0.052751565548954854 0.00015235951079517818 -0.090550024492703537 -0.1020908944147694 0.10080041019811431 0.096911716477409621 0.072221678426421451 0.010445309273527405 0.10034529438148579 -0.10304713547057308 0.090592813732745345 -0.085782990392646377 0.09739146669485825 0.10038815270683776 -0.10110415070427359 -0.10453796904493787 0.069993298865783357 0.065848446191178953 -0.10270062216200281 0.0083038800655579285 -0.10127323623782597 0.010098800777762929 0.019986169485041456 -0.10491187161053978 -0.10821686784383076 0.0091898437684184708 0.04108768939527499 0.088461844810240012 -0.10099181714245996 -0.029224440025455507
leaf_weight=0.048055363402453533 0.15424906590487708 69.503805673319533 0.24222024373102613 0.06603700015693903 0.10631021112203598 0.088268785970285535 0.05448698754808845 0.21076387156790588 0.058494105003774166 0.14122383406504468 0.22421773825772007 0.072897256050964643 0.055854061793070287 0.02238901611417532 0.075091137772915317 0.18138149322476183 0.030101574429181599 0.26702377223409701 0.19856843897650822 1.2875544725247889 0.16808046196729265 4.384730214827413 0.97834322705421017 0.32945578316730439 0.42503448201114213 0.93170162127353251 0.27396255399071279 0.24114506202749908 0.096136031432251912 0.19401504763754929
leaf_count=111 17 3159 171 6 5 6 11 38 7 119 15 57 13 2 105 9 55 19 37 50 86 181 35 35 44 37 114 14 37 38
internal_value=-1.05929e-05 -0.000164477 -0.0421303 0.00353179 0.0184361 0.0400863 -0.00882922 0.00293108 -0.0157902 -0.0350899 9.75129e-05 0.031423 0.0540529 0.000621357 -0.0548259 -7.9998e-05 -0.0121886 -0.00360444 -0.0146153 -0.00284266 -0.0752598 0.000253826 -0.000337724 -0.0203299 -0.041308 -0.0217649 0.000477347 0.0374313 0.00418142 -0.0768597
internal_weight=81.1116 80.4406 0.499068 0.256848 0.671041 0.190811 0.102542 0.564731 0.410482 0.351988 79.9415 0.450449 0.377552 0.153334 0.0974802 79.491 2.13271 1.95133 1.6843 1.48574 0.198182 77.3583 72.9736 2.85855 1.88021 1.45517 70.115 0.611244 0.370099 0.523471
internal_count=4633 4447 305 134 186 128 122 181 164 157 4142 192 135 120 107 3950 256 247 228 191 141 3694 3513 189 154 110 3324 165 151 73
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=12 12 2 12 9 17 18 18 0 19 0 19 13 4 7 17 7 4 2 17 17 2 18 12 16 12 3 3 15 15
split_gain=0.0231417 0.142493 0.140817 0.078928 0.0730527 0.122622 0.0776595 0.288612 0.244165 0.174495 0.24821 0.141533 0.188969 0.321596 0.179144 0.106149 0.181581 0.0924225 0.0866317 0.0820483 0.166235 0.0732393 0.106236 0.0779256 0.142727 0.124458 0.191075 0.186313 0.113068 0.14938
threshold=133.01805689090003 130.71263173160003 109.80045057370002 131.68113967665002 179.11733629770001 182.02915412410002 13.988302431200003 14.085466345100002 92.168410086200012 13.851117550450002 93.910530954700008 14.051133688400002 117.51519334005 183.81532008410002 22.870118039000001 187.14705358135004 22.598495330900004 147.36370056065002 82.092636011950006 188.27285108100003 191.06791329340004 97.889449657450015 15.435145470700002 86.655272465950006 15.344964116800002 94.177001085000015 83.17551763980002 84.850427055100013 23.241064975550003 27.063546193350003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -1 8 18 11 10 -9 -6 13 14 15 -13 -17 -12 -8 -14 -21 23 -23 24 -19 28 -27 -28 -25 -30
right_child=2 3 -4 -5 6 -7 7 9 -10 -11 17 12 19 -15 -16 16 -18 21 -20 20 -22 22 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0071993169690388924 -0.061246132782937827 0.082052335023503856 -0.00085291624991475849 0.0068178441032370838 -0.036494020353838051 -0.10211993885173581 -0.10950423742459887 -0.071089094608306827 0.061584132255694458 0.044565872066863625 0.034782779329326129 0.02014021713151138 -0.0081259644581796846 0.10087157807224921 0.056986000569557931 0.021402136364108558 -0.072669528045058315 0.0048770364423426247 -0.031691842474718852 0.032360402989801744 -0.0098209360551601982 -0.046919592870466292 0.0056678627799134421 0.0025863012329449837 -0.049842580260947067 0.0020675489386649498 -0.10318701106349354 0.044844147854433414 0.086522114370941067 0.013530256150700942
leaf_weight=0.23611791781778535 0.38905911985784669 0.34205634513455052 50.456174353416344 0.23541105497247372 0.80917185984549256 0.18146172516890147 0.30217424989677866 0.51575157613387723 0.78075232706032771 0.81599001068389121 0.70754966884851356 0.9046357281040398 5.4758721133111958 0.51150856167078007 0.68201843742281187 0.37965243612416089 0.44651272357441485 1.1636795612597541 0.27175801759585738 1.8530529690906408 1.8843767978250978 0.83556406741263234 0.71107478673332025 1.153205736945891 0.80740668231737789 6.3699633513489289 0.33393849816638965 0.11406479508150369 0.51924078119918682 0.60948691144585609
leaf_count=327 17 18 3158 36 43 75 31 21 24 30 4 16 94 69 24 23 34 42 13 40 19 30 46 31 21 205 87 11 15 29
internal_value=-1.60796e-05 0.00218886 -0.00131503 0.0513822 0.00122183 -0.040306 0.00182066 -0.00309571 0.00727542 -0.000371725 -0.00302102 0.00400035 0.00669997 0.0288474 0.0135785 -0.00352608 -0.0294402 -0.000386437 -0.0726599 -0.000329691 0.011093 -0.0023586 -0.0227423 0.000489041 -0.0175375 0.00439369 -0.00237208 -0.0654972 0.0246085 0.0471082
internal_weight=80.7987 29.9534 50.8452 0.577467 29.376 0.41758 28.9584 15.2308 13.7276 14.6569 13.8409 12.9468 12.1376 2.92433 2.41282 1.7308 0.826165 13.3252 0.573932 9.2133 3.73743 12.6176 1.54664 11.071 1.97109 9.0999 6.81797 0.448003 2.28193 1.12873
internal_count=4633 1458 3175 54 1404 402 1002 616 386 572 542 362 319 166 97 73 57 521 44 153 59 517 76 441 63 378 303 98 75 44
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=15 17 10 18 3 16 5 8 13 6 7 7 15 9 16 9 15 13 7 18 4 17 10 13 19 0 19 0 12 16
split_gain=0.0236016 0.0625779 0.0666656 0.0485209 0.116475 0.0818237 0.117561 0.0439487 0.0416904 0.0747114 0.0620359 0.0370791 0.0341347 0.0961913 0.0699614 0.0631545 0.0427539 0.0669196 0.164334 0.11377 0.0577709 0.0522383 0.0910982 0.039686 0.0387869 0.0375214 0.0340256 0.0784773 0.229871 0.0600154
threshold=11.870705757150002 187.63270803470002 89.89935142405001 17.108018746400003 77.392644201200014 17.874958200600002 11.452575093200002 1.3489472949000001 82.148526634000021 8.2451926476000015 24.624882230600004 20.253927392100007 16.453392729050005 118.12141086625002 11.949972055800002 40.734022239000005 17.480288512750004 98.255079293500017 24.103872582350004 14.365787915650001 250.04947801505003 181.31611693365002 80.677940036650014 94.020757738050008 11.450923895500003 104.09978726910002 11.750948102400001 99.755238930300024 142.72328397895004 14.464966174600002
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 6 7 -5 -9 10 -10 -1 13 14 -2 25 20 18 19 -18 -14 -21 -23 -22 -17 -16 29 -28 -29 -19
right_child=3 2 -4 4 -6 -7 -8 8 9 -11 -12 -13 16 -15 15 24 17 26 -20 21 23 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.05501056590295627 -0.077861805012267638 0.049739755156037804 -0.10021117008073965 -0.10026431994919094 0.061279124410500478 0.097015479409763683 -0.10088242230270782 0.078279936704742745 0.055057580901228725 0.076473332075217448 -0.1004841177996398 -0.10186426278041019 0.0030523254079810945 -0.10388357202056409 0.022703775955844559 0.10067790022325643 -0.10066181600403475 0.00072442312502822754 -0.10174545662733259 0.098304084503322023 0.092011678282193032 -0.060865017938962596 0.065318766524712454 0.023111925979969535 0.013432525542417702 -0.10097178787693853 0.00016184824953169275 -0.0045181487253730954 -0.090662269861229855 0.032343802293440908
leaf_weight=0.017433444684683219 0.093139128299212781 0.12128873352588698 0.039240809876901039 0.032636776503749299 0.42704017175128683 0.063522096024826169 0.13869031997637649 0.090439155697822571 0.037124382331967354 0.071994257893493341 0.082902976690093055 0.11099057744510787 0.63430674869414261 0.12084270870616365 0.045131672697607428 0.09270029328763485 0.080521630901784103 1.8608786862936306 0.22276108000232853 0.087278344813967124 0.15258765101316385 0.10565931873497902 0.12478402311535319 0.18490318688600382 0.11315908021671817 0.05374094276339747 72.170429588813477 1.8563507126091274 0.37180801840804623 0.88613137098582218
leaf_count=13 114 47 184 110 49 15 98 16 5 36 116 260 42 51 20 5 46 47 225 8 25 28 26 18 38 24 2773 72 94 28
internal_value=-1.07151e-05 -0.028539 0.0130848 9.20679e-05 0.0226254 -0.00928328 -0.0241632 0.00960482 0.0222996 -0.00406628 -0.0523752 -0.0805686 -0.000176417 -0.0257451 -0.0020126 0.0211702 -7.97584e-06 -0.000268463 -0.032964 0.00550956 0.0208371 0.0324171 0.00746293 0.0542631 0.0527199 -0.0445185 -5.27118e-06 -0.000408819 -0.0188928 0.0109242
internal_weight=80.4904 0.288954 0.16053 80.2015 0.94435 0.51731 0.453788 0.315098 0.282461 0.192022 0.120027 0.128424 79.2571 0.518714 0.397871 0.304732 78.7384 77.7666 0.621004 0.398243 0.971798 0.317722 0.230443 0.337491 0.205859 0.0988726 77.1456 74.3986 2.22816 2.74701
internal_count=4633 504 231 4129 445 396 381 283 173 157 121 273 3684 252 201 87 3432 3347 333 108 85 62 54 43 43 44 3014 2939 166 75
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=19 10 6 10 4 2 15 16 18 6 0 6 7 18 12 5 8 2 4 17 5 15 17 17 16 15 2 6 12 7
split_gain=0.0231944 0.168541 0.192103 0.158298 0.10874 0.139124 0.102836 0.218739 0.23856 0.23232 0.17672 0.427486 0.299159 0.234442 0.417491 0.102249 0.259047 0.0960927 0.156289 0.172367 0.138308 0.0902439 0.314743 0.0860755 0.0816132 0.239756 0.107313 0.119622 0.0659636 0.147945
threshold=12.651020723000002 72.62331947780001 14.355335410100002 74.757955233350017 147.36370056065002 59.078594408600004 28.579157549250002 18.684956306450005 14.032563378150002 14.935348962050002 92.168410086200012 14.865347326450001 21.442433661550002 14.329845562450002 105.28371344000001 17.513369806650005 8.1436447804000007 199.01127796720002 199.85350004790004 236.15709471040003 12.306951632950001 26.384523135650003 173.77968723070003 162.04221493815001 15.454963859600001 25.023320983300003 97.889449657450015 13.705320222600003 94.177001085000015 23.131311951800004
decision_type=2 2 2 2 2 2 2 2 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 6 3 -3 -1 -6 10 8 -8 -10 12 13 -2 14 -12 16 17 18 -5 -20 -19 23 -23 -7 -25 26 -26 -28 29 -9
right_child=1 2 -4 15 5 21 7 28 9 -11 11 -13 -14 -15 -16 -17 -18 20 19 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.087217037467965747 0.010330704417510522 -0.10163534735015367 -0.11398362043645038 0.00023603088273056901 -0.11490333828075903 -0.079836475048587832 0.019848725152172283 -0.0035522704750637828 -0.10519831774414896 0.035621918349552556 -0.10828120200291545 0.086140840230414892 -0.1066706937506372 0.018834034034011612 0.055377059542866681 0.022303517424068608 -0.095076231708301984 -0.10049957801306389 -0.10471704924888739 0.063719882867611266 0.061737462089232469 0.099355504783653542 -0.10382876626299889 0.0029703412264107504 0.020585414025672044 0.095893523625413063 -0.096280438169936172 0.064546922145774691 0.00068614586424595668 -0.06922676346425248
leaf_weight=0.15453851688653131 0.75525962688341397 0.20306254411116231 0.21288602719505423 1.2534979132683486 0.099589585192005781 0.11795473467654183 0.38038920997132553 1.5976844830438488 0.5965446327409154 0.14578371730749495 0.41362769459374282 0.84201305068563659 0.30751425462813131 3.1234550061635673 0.25013461609705701 0.72909856494516123 0.39004028165254556 0.061915902391774469 0.31500289311497898 0.075272400221365388 0.34726005844640895 0.10737662231804357 0.26290341220556002 10.890642340019893 0.88623792394810041 0.38500497152563173 0.17870725096872775 0.062395383503258017 54.700006608261901 0.43678354151779775
leaf_count=3 367 43 21 34 31 292 33 65 194 8 39 35 28 48 27 13 54 59 121 17 65 4 69 1404 22 30 63 28 1379 37
internal_value=-1.30879e-05 -0.000765205 -0.0218514 -0.0160402 0.0038282 0.00283621 0.000425335 -0.000836413 -0.0445456 -0.077543 0.0132506 0.0216931 -0.0235237 0.00736448 -0.0466076 -0.0105607 -0.0203689 -0.00617528 -0.0169695 -0.0722306 0.037188 0.00374579 -0.0449078 0.00518462 0.00599318 0.0277612 0.00449287 -0.0546596 2.85482e-05 -0.017652
internal_weight=80.2826 67.1372 3.58804 3.37515 13.1454 12.9908 63.5492 57.8572 1.12272 0.742328 5.692 4.62923 1.06277 3.78722 0.663762 3.17209 2.44299 2.05295 1.64377 0.390275 0.409176 12.8912 0.37028 12.5209 12.403 1.51235 1.12734 0.241103 56.7345 2.03447
internal_count=4633 2687 427 406 1946 1943 2260 1716 235 202 544 149 395 114 66 363 350 296 172 138 124 1912 73 1839 1547 143 113 91 1481 102
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=17 5 2 9 6 17 17 17 12 14 17 6 6 18 15 2 15 5 19 7 4 17 17 17 17 8 18 12 6 3
split_gain=0.0221581 0.0924586 0.0448409 0.0435189 0.0398369 0.0284438 0.0855212 0.0781949 0.113033 0.101632 0.0681583 0.0720589 0.163459 0.118118 0.0712043 0.106034 0.0910595 0.0663287 0.0698504 0.0891797 0.0630639 0.0610327 0.0584037 0.0478939 0.372369 0.0567154 0.165459 0.13807 0.0691979 0.0942583
threshold=162.04221493815001 28.543718473100004 100.00310400885002 38.283670303850009 16.575387281250006 174.72950843050003 173.77968723070003 179.03071761140004 66.834523482800009 182.72481287975003 172.68891404560003 15.345358541850002 13.855323727400002 11.890615410500002 16.891056077300004 100.00310400885002 15.840011140850001 29.110986871100003 13.451085274650001 18.499987111650004 342.02920059975003 165.97616882865003 167.17143786700004 182.37451917730002 183.09840208680004 8.8430989333000021 13.154691941050002 186.40370309910003 16.625388449550005 94.472418703950012
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -7 -10 11 12 14 17 16 -16 -2 22 19 -19 -17 -15 -13 -9 -25 28 -27 -28 -26 -30
right_child=5 2 4 -5 -6 7 -8 23 9 -11 -12 13 -14 21 15 20 -18 18 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.076057793540351859 -0.055992524024767967 0.10112933491966125 0.10050718315438734 -0.10133080564707223 -0.10128476373980494 0.06273911223014704 0.059585937917234627 0.009054776459881125 -0.095083792060545597 -0.020103601592608399 -0.053984085857731082 0.023641416167285854 0.088707343885380596 0.054784042830709513 0.011773770579599867 -0.090330166999707251 0.086948100332328138 -0.067182591899686075 0.085609331965072977 0.05798337937968099 0.0036236374118065007 -0.094716281181682002 -0.10215153784031075 -0.081309163575834564 0.00013403643370210348 -0.087623565164421741 0.013696626454234523 -0.057720573319524286 0.053036716932997496 -0.018699340606750898
leaf_weight=0.015519880279270093 0.057425974176567585 0.057391051203012466 0.014759712852537632 0.12702646448659038 0.029015188917583146 0.12776066828519006 0.30565784329678525 5.5095183923776849 0.23312190822343815 0.80506306786242021 0.1895994924798855 0.065404501098370704 0.28124079901249377 0.031334869229795004 1.1365182403242213 0.18864090538409062 0.19902921097673243 0.11129168810100509 0.14508885296390872 0.11652334208338289 0.11499095390172442 0.21245115814463134 0.084713633115370612 0.56741919796331686 66.509153546935863 0.28404161027628916 1.0841513254035815 0.36078772752080102 0.55238702283167995 0.27403231733737243
leaf_count=35 80 2 1 270 75 7 52 143 28 194 34 34 28 52 64 47 15 39 21 18 11 107 19 52 3019 35 43 42 28 38
internal_value=-2.18508e-05 -0.0301286 0.0429846 -0.0820174 -0.033246 7.03884e-05 0.00924732 -0.000319252 -0.0260177 -0.0369402 0.0040036 0.00800937 0.0180983 -0.0180134 0.00639372 -0.00225128 0.0549405 0.00878192 0.0313768 -0.00316242 -0.0547481 -0.0755004 -0.0473452 7.9502e-05 -0.000630652 3.21847e-05 -0.0178512 -0.00413558 0.000491378 0.0292498
internal_weight=79.7911 0.243712 0.101166 0.142546 0.0437749 79.5473 3.23991 76.3074 1.16595 1.03818 2.93425 2.74465 1.97785 0.766808 1.69661 1.44015 0.256455 0.523022 0.372904 0.227815 0.303632 0.243786 0.150118 75.1415 69.632 69.0646 1.72898 1.44494 67.3356 0.826419
internal_count=4633 383 78 305 76 4250 621 3629 229 222 569 535 245 290 217 122 95 131 78 57 58 159 53 3400 3257 3205 120 85 3085 66
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=8 6 2 15 7 18 16 0 17 4 13 17 10 12 3 15 8 18 19 9 16 7 15 7 13 10 4 10 6 15
split_gain=0.0244665 0.0669019 0.0667102 0.088046 0.0475854 0.0510076 0.0271823 0.0430567 0.191082 0.168461 0.11548 0.131987 0.0958415 0.369915 0.0944125 0.169184 0.144017 0.0651713 0.156875 0.275813 0.197425 0.152153 0.401319 0.147905 0.118905 0.113628 0.0987116 0.381478 0.0935617 0.137139
threshold=9.5425530862500008 17.755414852450006 52.497771754550008 43.376643616500012 21.698399695800003 11.634276750250001 22.764946765650006 86.09518316945001 193.29780372785004 150.69347026435003 117.66037007905001 198.90226058785004 62.111448187750007 121.79144674955002 93.668569722950011 40.957632625650007 8.1436447804000007 13.344136431100003 14.351157895250003 194.57718764590001 22.604947139800004 23.032419884600003 31.445204138150004 22.958251375150002 114.57939706160001 67.606656606400023 235.16798915710004 61.982402197500001 16.475384944750001 37.491361913600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -2 7 8 9 -1 11 -10 14 -14 15 -11 -17 18 26 20 -20 22 23 24 25 -19 28 -28 29 -9
right_child=4 2 3 -5 -6 -7 -8 17 10 12 -12 -13 13 -15 -16 16 -18 21 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10436541097453247 0.026430065015003081 0.021937698950927381 -0.10307657254092512 0.031206313838102375 0.045215548016758811 -0.062799734014649486 0.016010268162889803 0.00082442095432285313 -0.10569624000396245 0.013910833738965463 -0.0014052724460913179 0.010816137212418919 -0.10380592444581092 0.071370648162166414 0.00051302331844286315 -0.010969813776761355 -0.082577887888587484 -0.10126976420542222 0.029457102540496417 0.0017774600162366726 0.10174424982613424 0.00059827078904776065 -0.077712428627393818 -0.10813880168233621 0.10263793257790864 0.017157005526864385 0.048456293284587212 -0.061944190817095547 -0.013065276673940238 0.042732398851834059
leaf_weight=0.15964093428555948 0.14973743911832471 0.113097687572007 0.19777939455890703 0.064834236458409578 0.33360851799079683 0.11196975701966494 1.049786265590227 2.4072756368732358 0.41889484133662414 0.71944271831307283 0.29992278158897534 0.12661475194374816 0.15282568544634578 0.57070011453868119 10.821440233933826 0.5404973244294522 0.5846763732843101 0.088504973071393822 1.0693603744730351 2.3688566407654434 0.58422793308272947 50.04310308763263 0.89736212215211697 0.099019912183393788 0.14893880859017361 0.95783961220513447 0.47122824552206999 0.93205633670731913 1.8987788767553864 1.1557363597676156
leaf_count=14 11 12 188 11 29 47 33 47 67 12 16 20 91 69 555 5 36 29 23 27 34 2891 29 8 4 241 12 37 16 19
internal_value=-2.22415e-05 -0.000174548 -0.042272 -0.0699247 0.0201745 -0.0117463 2.67652e-05 -0.000189694 -0.00512498 -0.00224697 -0.051249 -0.0786533 -0.00102944 0.0343692 -0.00305153 -0.0239629 -0.0481797 0.000935769 0.00797381 0.0236554 0.0549968 -0.000531202 -0.0263209 0.00930976 0.0190395 0.00713989 -0.00121449 -0.0248713 0.00486359 0.0144181
internal_weight=79.5378 78.9424 0.375711 0.262614 0.595316 0.261707 78.5667 77.5169 14.3947 13.5492 0.845432 0.54551 13.3896 0.723526 12.6661 1.84462 1.12517 63.1223 10.8875 4.02244 1.65359 52.2348 2.19167 1.2943 1.19528 1.04634 6.86508 1.40328 5.46179 3.56301
internal_count=4633 4546 211 199 87 58 4335 4302 885 782 103 87 768 160 608 53 41 3417 215 84 57 3202 311 282 274 270 131 49 82 66
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=5 15 15 8 0 6 6 5 10 19 19 16 6 7 0 12 5 0 7 16 0 7 7 0 17 17 5 16 15 15
split_gain=0.0227231 0.137801 0.238474 0.379624 0.105666 0.186367 0.155558 0.213235 0.151627 0.180481 0.143884 0.114904 0.104066 0.103023 0.102106 0.0984868 0.350169 0.19581 0.192242 0.174585 0.23512 0.34171 0.157852 0.195532 0.123989 0.27677 0.0910774 0.0883036 0.0845097 0.0836198
threshold=21.836296031200003 38.469938489650012 38.86986296220001 8.4434108459500017 86.780739992750014 15.635365317800002 16.375382608200002 21.950234501100002 61.950140699950005 14.351157895250003 14.451165964200003 22.614947116400003 16.285380505300001 20.714163848350005 87.842680954300008 225.44236677700002 22.825270530250005 86.420486603250012 23.695207782600004 22.594947163200004 85.931187223550012 23.960918281000001 23.164713644150002 86.162394622750014 192.80507188075003 190.37043331840002 23.499898996300001 16.024962526700005 25.186533201700005 37.882159664350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -3 -4 6 11 10 -8 -7 14 27 13 -11 -6 -10 17 -17 18 24 22 -21 -22 23 28 25 -9 -26 -2 -18 -1
right_child=4 2 3 -5 5 8 7 15 9 12 -12 -13 -14 -15 -16 16 19 -19 -20 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0011098174102742184 0.040545169389505128 -0.090192271225108478 -0.057553370753910142 0.075478044925564355 -0.0027576123151945853 -0.017313262648737154 0.067616695606633706 -0.0015454680775231896 -0.011808467763145456 0.031150176403398538 -0.10728669756555487 0.033734430139008044 0.087492373963030529 -0.10284378513108026 0.031797751340246636 -0.1055979635428006 0.04613475301583627 0.047666713222273817 0.074576460804360048 0.0032230415511333072 -0.110312983491738 -0.0011069818968917923 0.0019409013531833529 0.10428188475178626 0.037361096938445755 -0.074569068044754008 -0.0051556785254229971 -0.029774529294472843 -0.10221008462571309 0.021087964991298544
leaf_weight=50.893227054570986 0.21108951717102442 0.47045960804098175 0.51396689505054383 0.36816725830431096 0.16847065872934663 0.77208020212128747 0.47984995972365396 8.4423983515973724 0.89749113284051496 0.61948170675896086 0.21301534637223074 0.16731925623025745 0.69629756291396916 0.2640248858697305 1.3367656664922831 0.36458018363919009 0.074255129569067768 0.99332443904131729 0.34796243370510715 1.5324354997696903 0.58312514668796189 0.56332409882452339 2.1834531152417185 0.35713497549295425 1.2969110161066049 0.55302924339048409 0.82392312294905412 1.1594023734060099 0.079537022064187113 1.7555712720641157
leaf_count=3071 52 22 37 22 29 20 15 589 9 29 23 24 19 71 40 18 41 11 11 118 37 8 19 4 32 30 20 123 56 33
internal_value=-2.25305e-05 -0.00117931 -0.0326956 -0.00203142 0.00245826 0.0156006 -0.000734723 0.0018169 0.0228496 0.0315844 -0.0308276 -0.0366338 0.0609659 -0.0638571 0.0142813 8.16287e-05 -0.0107589 0.00507468 0.00138427 -0.00432399 -0.0224014 -0.0566531 0.0136495 0.0636861 -0.000906797 -0.00603488 0.0208437 -0.0189436 -0.0305851 -0.000369634
internal_weight=79.1821 54.0014 1.35259 0.882134 25.1807 4.92193 20.2588 18.6752 4.32212 3.55004 1.58351 0.599815 1.31578 0.432496 2.23426 18.1954 5.73785 12.4575 11.4642 5.37326 2.67888 1.14645 2.69438 0.510927 11.1163 8.99543 2.12083 1.37049 0.153792 52.6488
internal_count=4633 3185 81 59 1448 241 1207 1009 117 97 198 124 48 100 49 994 301 693 682 283 163 45 120 101 671 619 52 175 97 3104
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=9 17 17 17 2 0 6 2 17 9 13 2 12 9 9 15 0 15 18 3 5 2 18 3 17 16 3 15 13 18
split_gain=0.0233595 0.0896121 0.168754 0.150309 0.120897 0.0918617 0.206005 0.207064 0.115802 0.0859259 0.213232 0.0741297 0.121381 0.0659823 0.129296 0.130745 0.0945622 0.0874872 0.0551544 0.0824351 0.110317 0.0538109 0.0511817 0.257907 0.346665 0.204838 0.153867 0.433965 0.262465 0.138484
threshold=206.78020849415003 196.39284362915004 192.92322630085002 200.68261045605001 78.110129541750013 88.350799540950007 14.865347326450001 73.795394389500018 197.59467367075004 210.09631269260004 117.67650082785001 82.092636011950006 99.140885195450011 214.52351813370004 210.61272793875003 33.629340877950007 91.109157582800023 18.136407257500004 14.012834869550002 92.367355987800025 30.133297129900004 135.87377242040003 14.349689277800001 85.589753040950015 207.11089388870002 19.794953710800005 84.388012256650015 28.579157549250002 108.49810477050001 13.829007611650001
decision_type=2 2 2 2 2 2 2 2 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 9 5 -5 -3 7 -7 -9 10 11 12 -2 14 -6 16 -16 -18 19 -11 -21 -4 29 25 -25 26 28 -28 -24 -1
right_child=1 3 21 4 13 6 -8 8 -10 18 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013480105071652908 -0.10205060149361907 -0.023813830732494337 -0.036776299624214082 -0.1029332292683221 -0.0036859124569386076 0.10199045973851942 0.087259023259469465 0.012725054677241674 -0.067990400082668143 0.10113963920350022 -0.0017121247778489807 -0.10292099547803701 0.10076461118894459 0.0049533403971092176 0.10059049780502721 -0.092285479973169882 0.058892351501893495 -0.10118588028159284 -0.0046301991071067642 -0.061300607073204533 0.059182117297530312 -0.10668338790134085 0.0016561868197296115 0.066899525248650504 -0.065092428262528187 0.099354883032503227 0.011173685371017978 -0.10338412269030049 0.10120546351470622 -0.013914992071039049
leaf_weight=39.924855528278215 0.067052720839000268 0.30191914807073583 0.21017463819589455 0.12231992057058949 2.2547201819288607 0.20663548633456208 0.5337114514550193 0.66167314812810218 0.24303294238870876 0.12796909362077746 1.0027206712111363 0.38360086844841135 0.052701626194902929 4.4248955296925487 0.070514550432562717 0.37181684916140512 0.054947204047493869 0.090165077614074107 2.7250243178440314 0.13678078458042364 0.1710128765553236 0.23127465971629135 14.041590558465938 1.2298652035656221 0.23739048132847518 0.2120780542027213 0.89922102539276305 0.52300829789692216 0.26993813132867295 6.984501705820775
leaf_count=1600 71 25 17 15 103 7 21 30 49 7 12 35 4 293 5 24 13 38 123 46 13 41 1339 106 36 6 63 96 4 391
internal_value=-2.19938e-05 -0.00365601 -0.0143043 0.00217011 -0.00434287 0.026889 0.0361945 0.0116713 -0.00895769 -0.00871424 -0.0283715 -0.081479 -0.0127955 -0.00268339 -0.0145728 -0.0563589 0.00559128 -0.0405718 0.000652212 0.0336855 0.00564066 -0.0734005 0.000794085 0.00542394 0.0455443 0.00173227 0.000416402 -0.0309536 0.00353384 -0.000924552
internal_weight=78.7671 14.4447 5.10831 9.33635 7.38938 1.94697 1.64505 1.11134 0.904706 4.66686 1.50608 0.503355 0.119754 7.26706 2.84216 0.587444 0.215627 0.145112 3.16079 0.435763 0.307794 0.441449 64.3224 17.4131 1.46726 15.9458 15.7338 1.42223 14.3115 46.9094
internal_count=4633 992 369 623 491 132 107 86 79 311 122 110 75 476 183 80 56 51 189 66 59 58 3641 1650 142 1508 1502 159 1343 1991
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=9 0 6 10 18 6 9 3 16 10 4 12 15 14 13 9 8 17 16 12 0 8 16 13 7 7 9 17 16 4
split_gain=0.0213659 0.103244 0.323911 0.107958 0.158456 0.130682 0.103059 0.197947 0.0901701 0.0880232 0.0804202 0.283493 0.164066 0.147877 0.161447 0.136383 0.110255 0.0892511 0.0797978 0.160323 0.113991 0.0691771 0.071537 0.0633292 0.0804485 0.056837 0.0761955 0.12706 0.254527 0.222837
threshold=186.70853236170004 85.732241321850012 16.465384711100004 61.928633034850002 13.122774073950001 16.555386813950005 185.98753508445003 79.669768237700012 22.764946765650006 61.993156030000002 208.25848595475003 125.34039073870001 41.29990759910001 234.45909168080001 117.56358558635002 181.33671263215004 8.1436447804000007 169.76344673365003 18.554956610400005 117.26476561030002 86.208098410950015 8.0437227585500022 22.664946999500003 105.40368946235002 22.375171215700004 22.375171215700004 193.49750438550004 196.70927211395002 22.614947116400003 204.11408090635004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 9 -4 8 -8 10 -5 11 18 -13 15 21 16 17 -12 19 -1 -20 22 -15 24 -19 -3 27 -27 29 -29
right_child=1 25 3 4 -6 -7 7 -9 -10 -11 13 12 -14 14 -16 -17 -18 23 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10483423339276068 -0.103736357890064 0.032914004787815698 0.071958216782196646 0.099266685783518591 -0.10298095411200325 -0.0054914548536234287 -0.0059494339473290811 0.083782217543082182 0.054963482092318244 -0.040311856416687719 -0.10052857558651736 -0.10749973100776244 0.035512275069701109 0.00035083924794769632 -0.10704780112487954 0.10190383943433717 -0.11257017945644504 -0.10182994433750486 -0.01017983664378516 0.077863537435944347 0.025920827606930458 0.031628649384981514 -0.10602303747816613 0.093284663998458667 0.062794611303155071 -0.0033975300879160383 0.001374176779569963 0.021579145799598003 0.012057524487814724 -0.096842390889592747
leaf_weight=0.18148971833570637 0.39566898601333322 0.52274115826003154 0.26120911231555499 0.079939050616303464 0.24013773740102806 1.3127259461998617 0.54075270066277958 0.45078039984218776 0.29993964824825603 0.10391272372726235 0.042721922052578409 0.41657282762184866 0.09935012087225914 3.0421229247452581 0.13352560618932319 0.29959813365712762 0.059762760996818542 0.047974639877793379 2.5598557037701544 0.065318422583459324 1.3286288732197133 0.76965689461212594 0.064562596380710491 0.17286994728419813 0.077861251703325252 9.6325881366579988 53.622417374595102 0.20712054398609214 0.67807921674102545 0.68253525212730892
leaf_count=150 60 32 11 7 53 110 9 37 15 43 72 162 4 1223 40 9 1 21 78 89 18 14 2 26 52 247 1960 13 9 66
internal_value=-2.03668e-05 -0.000675074 -0.0210734 -0.00470282 -0.04949 0.00736204 0.00414257 0.0348452 0.000991745 0.0203771 -0.000737425 -0.0100648 -0.0799602 0.00847224 0.00106531 0.0508542 0.0127317 0.0346643 -0.00134456 -0.0564828 0.00215514 0.00478941 -0.0018598 0.054 3.18838e-05 7.21132e-05 -0.000192729 -0.00769441 -0.0340956 -0.0692727
internal_weight=78.3924 67.7391 2.39359 1.99792 0.42399 1.57394 10.6533 0.991533 9.66181 0.183852 9.36187 4.65122 0.515923 4.71066 4.00987 0.700789 0.401191 0.341428 4.13529 0.246808 3.88848 3.87634 3.10669 0.298706 0.125836 65.3455 64.8227 11.2003 1.56774 0.889656
internal_count=4633 2611 284 224 103 121 2022 46 1976 50 1961 501 166 1460 1279 181 172 171 335 239 96 1239 1225 99 73 2327 2295 335 88 79
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=18 0 3 5 7 10 0 6 6 6 9 6 14 7 17 7 16 7 15 9 12 17 19 13 8 5 13 6 16 10
split_gain=0.0213611 0.111021 0.174573 0.102969 0.238831 0.114532 0.14234 0.154684 0.122434 0.0976419 0.105932 0.0939052 0.0956556 0.0657598 0.0706419 0.0819072 0.0604868 0.0598429 0.0485449 0.211868 0.124955 0.0752531 0.0646841 0.0565591 0.210611 0.143367 0.074437 0.128892 0.281721 0.0815827
threshold=15.917243450850002 96.978061681550017 81.93344998355002 15.332427622700001 26.500844050900003 76.279622535200005 98.51854819030001 13.400313096150002 11.805275828400001 12.255286342800002 210.25104900155003 11.215262042800001 184.93271450310002 24.103872582350004 189.31980273685002 28.347923316400003 17.684958644900004 27.973342028250006 21.761438576950002 201.40496258350001 82.088033630950022 162.04221493815001 12.851036860900001 103.39541123890002 3.1475436881500003 11.926356180100003 104.19926021995002 13.955326063950002 15.839962959300001 75.085947125300024
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 8 11 -10 -11 12 -8 -14 15 -15 17 -16 19 20 -1 -22 -23 24 25 -20 27 28 -25 -28
right_child=1 2 -4 4 -6 6 7 -9 9 10 -12 -13 13 14 16 -17 -18 -19 23 -21 21 22 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-0.11042458770594286 -0.10336435154024026 -0.10373252846861417 0.092068578225957237 -0.10224328229547136 0.060204850177800355 0.088340498958303273 0.098243670552690426 -0.1041605808137292 0.094065393472207437 -0.055446022101971429 0.052365187511428102 -0.081144604387846209 0.067309838524897733 -0.1025994515208266 0.0045008988606790867 0.032231381248354743 0.081299923628193632 -0.052155001057064491 -0.053227171768041884 -0.10586652937192548 -0.10129448542164587 0.0022828804160882981 -0.059812383325816093 0.072048503820470164 -0.10143440129870927 0.075575944037944931 0.00025545650771228713 -0.0053973944649167317 -0.016053100562514019 -0.024297810109396592
leaf_weight=0.11053239487227928 0.091025977391835933 0.089482203358784207 0.23598885012324888 0.25623444744269352 0.13992403360680328 0.22334243200020854 0.10707917539002743 0.12280609732988512 0.27699626726098348 0.13480760932725389 0.28134025288454723 0.13072049139736908 0.14773396439704845 0.13602008387329112 2.542658377099543 0.067370875976166644 0.095511048566549905 0.20118411654311774 0.15361544209917966 0.22254093916194495 0.075718906089690896 3.6025760843271546 0.17595019298288139 0.89769202657043867 0.24596756302526046 0.19754541217116639 63.64440268012072 1.4417227646335957 0.60931061184965074 1.3826535234693427
leaf_count=11 37 10 13 50 24 10 29 10 15 48 28 40 42 180 237 139 22 396 162 34 149 428 61 36 90 19 2266 14 14 19
internal_value=-2.37133e-05 0.00611776 0.00803824 0.00403473 -0.0448663 0.00828584 0.0105295 0.00643487 0.00973028 0.0480617 0.0174407 0.00198028 0.00527548 0.00215527 -0.00100817 -0.0579383 0.0030699 0.000346773 -0.000469402 -0.0109222 -0.00559304 -0.00258667 -0.000608637 0.000168886 -0.0304732 0.019231 0.000438059 0.0159779 0.0364273 -0.000266613
internal_weight=78.0405 5.28023 5.1892 4.95321 0.396158 4.55705 4.46757 4.24423 4.12142 0.693144 0.416148 3.42828 3.29756 3.19048 3.04274 0.203391 2.83935 2.74384 72.7602 4.18732 3.96478 3.85425 3.77853 68.5729 0.597128 0.351161 67.9758 2.94873 1.507 65.0271
internal_count=4633 1330 1293 1280 74 1206 1196 1186 1176 91 76 1085 1045 1016 974 319 655 633 3303 683 649 638 489 2620 271 181 2349 64 50 2285
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=12 2 12 2 12 4 7 18 10 14 7 9 17 17 9 16 16 3 13 4 10 9 9 6 7 5 18 16 2 10
split_gain=0.0225874 0.209931 0.0881451 0.218533 0.0619046 0.0465034 0.111132 0.224834 0.208522 0.0804617 0.0605417 0.23289 0.29185 0.216063 0.0876368 0.0851961 0.13371 0.0832829 0.0926481 0.221424 0.163369 0.180353 0.36446 0.295172 0.196883 0.150977 0.146661 0.222522 0.113362 0.104665
threshold=148.96091148645004 129.01927736685002 146.06315430690003 121.84632764400003 147.73915704645003 228.08113677860004 23.263685695600007 13.193283301750002 62.046925192600007 231.05614023745002 23.109894804950002 195.97407267990005 189.44392401325004 180.19381692845005 202.05151640955003 22.694946929300002 22.744946812400002 93.82450029455002 117.55283175385001 286.34948838025008 62.111448187750007 194.82237869650001 197.47612518640003 14.555340083200003 23.822419043000004 16.632399885950004 13.511883313150003 22.634947069650003 154.46567853970001 62.057679025150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 8 -3 -7 11 -11 -13 14 -12 17 -17 18 20 -20 28 25 23 -23 -24 -22 -27 -28 -15 -30
right_child=1 5 3 4 -6 9 -8 -9 -10 10 13 12 -14 15 -16 16 -18 -19 19 -21 21 22 24 -25 -26 26 27 -29 29 -31
leaf_value=0.0013232937830250013 -0.052611956772038226 0.054058402027136909 0.10387322520144285 -0.10675901800339552 0.014444929669133145 -0.041739881775340659 -0.0015570308270054806 0.07868250371616034 -0.10957421052735912 0.00053985591837374825 -0.10055207757655255 -0.016020278598450725 -0.10716332095565273 0.004084824687508066 -0.0082044746921977607 0.088847266373903416 -0.020822013051651003 -0.032832800194841659 0.03272846758382942 -0.0009837451893008704 0.010918905286444725 0.0033651120440323489 0.053339330912602172 0.097554126235097349 -0.00090505988398163751 -0.0087398861560620562 -0.11136387874382817 -0.017041334506909183 -0.013920118072112596 -0.058805643890487237
leaf_weight=33.844281039891911 0.79011260411061712 0.15720566563641059 0.26275578700005908 0.078598787784358137 0.090844042642856948 0.49004539920497237 1.9391763595340306 0.56885307346237823 0.15433036095078023 6.0356354638212215 0.2902902897942593 1.3038869861175042 0.48090585165664368 1.0658386200666563 0.15907507698011614 0.27557749295374279 0.18634588360146154 0.69708960266836939 3.0163451936095935 5.5021442035504151 1.0294422795855127 0.59270515786192735 0.70479003898799319 0.75850764925417025 13.216927841184768 0.97690951637923706 0.48987987902364671 0.51103382185101509 1.0547664248515505 1.0237146792933343
leaf_count=1732 30 34 12 26 17 31 23 18 7 600 175 38 33 6 34 26 35 64 31 89 650 31 24 13 746 6 39 3 22 38
internal_value=-2.31688e-05 -0.00153668 0.00189635 0.0467711 -0.0417775 -0.000591177 0.0118199 0.0412845 -0.0270028 -0.00146906 -0.000967823 -0.00884424 -0.0405784 0.000984451 -0.0678611 0.00197914 0.0446053 0.00133652 0.002132 0.0109535 -0.00137549 0.00224613 0.00665367 0.0562384 0.00184107 -0.0201383 -0.0363034 -0.0632059 -0.0224306 -0.0360276
internal_weight=77.748 43.4715 34.2765 0.432199 0.169443 42.6814 2.81957 0.880389 0.311536 39.8619 39.3718 7.82043 1.78479 31.5514 0.449365 31.102 0.461923 30.6401 29.943 8.51849 21.4245 18.2802 15.2729 1.35121 13.9217 3.00727 1.97782 1.00091 3.14432 2.07848
internal_count=4633 2846 1787 55 43 2816 82 59 41 2734 2703 671 71 2032 209 1823 61 1762 1698 120 1578 1512 814 44 770 698 48 42 66 60
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=19 2 4 12 2 8 9 15 3 19 9 5 8 7 17 9 7 5 4 0 5 15 9 16 6 2 0 8 14 4
split_gain=0.021647 0.083165 0.12903 0.0326769 0.0673077 0.0446112 0.119782 0.0813646 0.126693 0.0564615 0.0555234 0.0933651 0.0423711 0.0419726 0.0526388 0.0418409 0.14954 0.176686 0.343936 0.24843 0.211105 0.199938 0.310156 0.179249 0.157516 0.147158 0.139097 0.122962 0.121374 0.137169
threshold=14.651182102100002 241.49325970385004 264.40103451365002 74.22129117770001 54.465024697200008 8.8430989333000021 207.89602404040002 31.028113015250003 92.238309997550019 14.051133688400002 213.03443802080002 29.741930202000002 8.7431769115000026 23.493869161500005 177.30738098725001 201.65416293750005 25.257178691350003 21.869642762900003 228.08113677860004 86.780739992750014 16.904667913650005 34.761639995350009 204.99169312540002 22.544947280100004 14.865347326450001 98.91243606750001 96.324766355850002 8.4434108459500017 217.29343847750002 202.17358131775003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 -5 12 -7 9 -9 -8 -10 -12 15 14 -1 -6 17 18 20 -19 25 22 -20 -23 26 -17 27 -18 29 -22
right_child=1 -3 -4 4 5 6 7 8 10 -11 11 -13 -14 -15 -16 16 24 19 21 -21 28 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0061424737006500829 0.0011514657718786326 -0.022935723903632948 0.060880039877793259 -0.030937004655729756 0.0012162623664941378 -0.071172216993220919 -0.0065433475935473334 0.072580266351458561 0.0072179730039947324 -0.10303605299827007 -0.10368860257289542 0.017849497631153937 0.010966930311791849 -1.0576347680138709e-05 0.067792843782191747 -0.10965922980943571 -0.10187916004377857 -0.024162891336905287 0.05572936951080748 0.027383375554881885 0.0025995119947939023 -0.11926693518219555 -0.066285596514631881 -0.041149139224254012 0.078327165518291622 -0.0047879719862197866 0.0052728366973868153 -7.2238702574426163e-05 0.033415062707247464 -0.040537576455546911
leaf_weight=0.28357455984223523 1.0663783484778826 0.57310416316613544 0.54731447529047716 0.72333986783632909 46.869111710468985 0.32285335180313168 0.11939887360324508 0.24015861144289352 0.58344662554736715 0.12322386587038636 0.13972408104018541 0.11541656614281237 3.4118770785935331 0.75256769532643375 0.27070492599159479 0.32306845267885531 0.23381766910324309 1.6326883319125047 0.33649959368631277 2.188011779646331 2.9127421358716679 0.62788662826642372 0.5469615722540766 0.55194174195639789 0.2824672838723935 0.22840035893023014 9.3138488939526933 0.24082821619231254 0.84854904003441323 0.98691632592817757
leaf_count=26 47 10 23 34 3008 33 28 16 21 12 32 13 66 11 14 40 97 53 11 80 143 22 35 30 31 12 614 31 13 27
internal_value=-2.00077e-05 0.00978777 0.0214095 -0.000305177 -0.000582359 -0.000282321 -0.016568 -0.00322647 0.00854178 -0.0555503 -0.00979787 -0.0487091 9.20013e-05 0.0153696 0.0362519 -0.000452654 -0.00413282 -0.0120925 -0.0211468 0.00535626 -0.00766126 -0.0557851 -0.0198116 -0.0827222 0.00470628 -0.066225 0.00258179 -0.0502239 -0.000859518 -0.00831752
internal_weight=77.3968 2.1868 1.61369 75.21 73.9032 73.1798 1.64422 1.32137 1.07875 0.242623 0.838587 0.255141 71.5356 1.30685 0.554279 68.1237 21.2546 11.1837 7.36297 3.8207 5.29968 2.06329 0.883461 1.17983 10.071 0.551469 9.78849 0.474646 4.74821 3.89966
internal_count=4633 80 70 4553 4502 4468 155 122 82 40 66 45 4313 51 40 4247 1239 466 333 133 235 98 46 52 773 52 742 128 183 170
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=9 9 16 19 16 2 0 15 15 5 19 15 18 15 9 6 17 8 6 9 3 5 4 4 5 10 8 9 17 17
split_gain=0.0202587 0.0924573 0.0623477 0.088406 0.127742 0.0486021 0.0825394 0.041876 0.0602448 0.042092 0.0358034 0.0664875 0.0345143 0.108919 0.0958043 0.0921762 0.0630577 0.0660036 0.0666866 0.0439883 0.04426 0.0413798 0.0378216 0.067215 0.133836 0.0583734 0.0622446 0.0790052 0.0487092 0.0431158
threshold=219.87257840710004 221.38017838285003 22.544947280100004 14.051133688400002 19.029955499700005 349.18346353035002 87.345316200150009 24.673905035600004 12.537637863700001 17.640922824350003 14.351157895250003 15.283107451400001 16.622853636350005 11.870705757150002 218.96512164950002 3.6650856341500009 193.29780372785004 8.0437227585500022 13.705320222600003 204.89606367675003 63.211027563100011 1.1948093529500003 395.41070928875007 377.6847677435 23.058899572400005 61.966271448700006 2.6479335789000005 209.86393725660002 173.77968723070003 208.35751021765003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 12 -7 8 -3 -9 11 -8 22 21 15 -15 19 18 -18 20 -17 -14 23 29 -25 -24 28 -28 -27 -1
right_child=1 2 -4 -5 -6 6 10 9 -10 -11 -12 -13 13 14 -16 16 17 -19 -20 -21 -22 -23 25 24 -26 26 27 -29 -30 -31
leaf_value=0.00057318750334942503 -0.0676162171966148 0.068177607109604174 0.047920198674421342 -0.072750830518899773 0.080322209299782552 -0.10226685268605971 0.0409148946312613 0.01272927283396514 -0.10106061421293361 -0.024268142378847057 0.084776721976986574 -0.073020286991123604 0.041153262130745244 -0.10050051157076144 0.09940396177314792 0.079545944949530947 0.0092727738994317754 -0.050654503520746214 0.088560833770134281 0.094967594297412847 -0.044224760633355717 -0.10128437932983946 -0.079644647346945652 -0.090890000649797784 0.014486635038115836 0.079413653042362101 0.066109667887435192 -0.038022730347876094 -0.10067214271956369 -0.013293125597367171
leaf_weight=69.187134961285281 0.24338196616918084 0.026608574787587602 0.21981282498745702 0.19117853301941057 0.17292039468884457 0.12439946755186682 0.097334398450584558 0.63120447895198573 0.10040074944026856 0.59963745011918945 0.039627992431633174 0.10810296740510239 0.025222964059820607 0.06810444605844157 0.1406181464299151 0.054867529488546896 1.0119225346679739 0.16206508653704066 0.11849950510077167 0.16290703713457333 0.061027272801311483 0.10656975432581817 0.049159679726243577 0.23715625990098388 0.24508208394399844 0.020770499249920249 0.39797970600130839 0.089186704375606496 0.05424323258921504 2.317516968905692
leaf_count=2968 46 54 31 16 5 57 59 34 67 32 12 57 87 138 9 14 191 14 6 19 41 279 37 31 19 3 88 28 65 126
internal_value=-2.39422e-05 -0.00951512 -0.00223268 -0.00863487 -0.000627407 0.000253031 -0.0359268 -0.0109362 -0.065605 -0.005295 -0.00225145 -0.0190388 0.000432432 0.0136952 0.02019 0.0133954 0.018332 0.00902788 0.0175844 0.0614647 0.0143714 -0.0740242 8.317e-05 -0.00012717 -0.0373357 0.0248512 0.0339889 0.0470459 -0.0508083 0.00012377
internal_weight=77.0646 2.18514 1.94176 1.72195 1.53077 74.8795 0.369465 1.35785 0.127009 1.23084 0.245065 0.205437 74.51 1.9118 1.78001 1.63939 1.57129 1.29249 1.13042 0.278802 0.115895 0.131793 72.5982 71.9869 0.482238 0.61134 0.56218 0.487166 0.0750137 71.5047
internal_count=4633 285 239 208 192 4348 185 187 121 66 128 116 4163 798 432 423 285 211 197 74 55 366 3365 3144 50 221 184 116 68 3094
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=13 13 16 16 13 5 7 16 4 19 10 19 0 16 3 19 7 4 16 17 9 6 18 9 2 5 12 4 18 5
split_gain=0.019672 0.117446 0.0988558 0.105715 0.0996491 0.0650896 0.0903107 0.0430349 0.037863 0.0293487 0.0601835 0.0395263 0.163923 0.120162 0.119838 0.0509597 0.159141 0.188886 0.274059 0.113069 0.145917 0.0782552 0.22181 0.156797 0.0674625 0.0622063 0.064058 0.0559869 0.208323 0.142685
threshold=117.97223122220002 118.06363879865002 23.359945374300004 22.794946695500006 119.85415191350002 30.359384049000003 19.975862989550006 22.764946765650006 181.92062232470002 14.651182102100002 61.987779113750001 14.551174033150001 86.09518316945001 22.534947303500005 93.905154038450021 14.451165964200003 23.602039070650005 376.61861354110005 22.624947093000003 192.19686994285004 197.00658341100004 16.575387281250006 12.917213570250002 202.05151640955003 116.68694986600001 21.043187000650004 123.91241841185001 371.16724128940001 14.349689277800001 20.389142059250002
decision_type=2 2 2 2 2 2 2 2 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 8 -5 6 -6 9 -3 11 -11 15 14 -14 -13 21 19 18 -18 24 -21 27 25 -24 -17 -23 -27 -1 -29 -30
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 12 13 -15 -16 16 17 -19 -20 20 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00038485849811645278 -0.1030291365917146 0.038325834751253209 -0.10310828453089067 0.098457641050351458 0.044872683583473717 0.051379929037971006 -0.1008697450698593 0.023705104757033524 -0.10266450770769989 -0.0018199903221737829 0.034169411337806654 -0.096775409122729347 -0.030539827843609757 0.014654459524179507 -0.01032704343514651 0.017625957901334241 -0.10427002425017606 0.048516091266234046 0.01659957683743939 0.052649995689042564 0.0038062104768764047 0.090738930966670239 -0.10844651101651591 -0.0037460261631917535 -0.01527305402680576 -0.10280059924830427 0.0038246791780310735 -0.062466054830150108 -0.016823537983322763 0.054950303153680408
leaf_weight=60.343451204155741 0.12896107661072065 0.024277287044242257 0.080359254643553868 0.16474146931432188 0.074148954823613167 0.14897677255794406 0.099667334230616689 0.76731613650917907 0.088419089915532822 1.2136992784216989 0.75288852528319683 0.34308783112373875 0.87537380850699298 1.7939028729451818 0.30107193274398014 1.2484748680144542 0.4327512150921391 0.24834920209832489 0.33112877374514937 1.4017047280940462 1.0851100572917856 0.07748458068817754 0.38935337969525097 0.22609300763326701 1.244728374369515 0.059587005279240546 1.0355113024876343 0.65974723119279488 0.83448264126718619 0.41458537865128164
leaf_count=2809 12 22 15 13 5 12 51 15 66 16 38 37 25 54 29 33 56 28 17 29 31 4 43 28 39 111 179 147 591 78
internal_value=-2.24377e-05 -0.0155286 0.00105138 0.0149963 0.0351735 0.00287571 -0.0386969 0.00014256 -0.0722921 -9.75048e-05 0.0119582 -0.000420748 -0.0110932 -0.000166745 -0.0563706 8.41975e-05 0.00890271 -0.0272443 -0.0518751 0.0162499 0.0313372 -0.00074095 -0.0213672 -0.0699833 0.00120117 0.00414963 -0.00197707 -0.000148516 -0.0170101 0.00699933
internal_weight=76.8894 0.809551 0.68059 0.600231 0.487535 0.322793 0.173816 76.0799 0.112696 75.3126 1.96659 73.346 3.31344 2.66928 0.64416 70.0325 5.99225 1.01223 0.76388 4.98002 2.48681 64.0403 1.78803 0.615446 2.4932 1.17258 1.0951 62.2523 1.90882 1.24907
internal_count=4633 196 184 169 81 68 56 4437 88 4422 54 4368 145 79 66 4223 233 101 73 132 60 3990 365 71 72 294 290 3625 816 669
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=18 13 12 5 10 7 16 9 16 2 7 10 15 18 6 9 9 7 9 9 12 9 3 15 6 6 7 4 16 7
split_gain=0.0201393 0.0821837 0.0719261 0.05868 0.0731065 0.0542507 0.0820111 0.0640723 0.0515896 0.0444424 0.0738606 0.044217 0.0409144 0.0720861 0.0661744 0.0492392 0.0772819 0.0428973 0.0314563 0.119667 0.0511647 0.0918193 0.0351077 0.0297593 0.0774555 0.0682597 0.0811654 0.0695125 0.0514985 0.137289
threshold=17.108018746400003 95.937628385050019 217.08460102575 13.8160216159 90.937096262400004 26.545218975000001 17.684958644900004 213.03443802080002 10.294975925900001 206.22726210890002 24.969848459100003 103.90352982555002 16.223386011700004 16.435318745950003 2.2650529226000002 40.734022239000005 53.361180680650008 18.737592104000004 219.19610828025003 221.38017838285003 228.97256901260002 227.40597858270002 90.988176966900014 18.581945927850004 14.135330269750002 11.895277931250002 21.034091097450002 263.48865013970004 14.034967180100002 24.123805364200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 8 -3 7 -7 -4 -10 -11 -6 13 14 -1 -16 -17 -18 23 22 -21 -22 -20 24 25 27 -27 -14 29 -25
right_child=1 5 3 -5 11 6 -8 -9 9 10 -12 -13 18 -15 15 16 17 -19 19 20 21 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.099566595420355314 -0.10065960051871428 0.081246402106282409 0.082833169684291108 -0.1016242998067898 -0.1002815346219048 0.049839353633443821 0.10040702921884036 -0.067371884923978859 0.09271613856046082 0.10031099902275148 -0.10042943346120428 0.058217751359327954 0.0047873288581059166 -0.10228899087785003 -0.1006310948256201 0.052241989004277324 0.075531259942770712 -0.083457210127601961 -0.096352628286564393 -0.011369853158858002 0.067517195617017675 -0.033676705596282934 -0.025020164541413294 0.012551413383231022 0.073158474862751441 0.03279953102219018 -0.10272134824415742 0.069803654109252392 0.00020135293948551569 -0.10192346617438702
leaf_weight=0.049025670043191805 0.081106516420532127 0.21281960399937816 0.14593952118593734 0.047875864132947754 0.069549741357832318 0.077350781357381493 0.078190072090364993 0.11745322297974781 0.033664505666820332 0.025822721421718597 0.063162252121401252 0.023564301294300094 1.2787255753944453 0.10570559220377618 0.068107541270364891 0.12216821795300348 0.020099025564903172 0.10903285657747119 0.19162680169392787 1.3519653123221358 0.24173219038857485 0.14253628022925113 0.10781695998048235 0.25550120390761222 0.1909434261485784 0.071496265940368064 0.11572721485572401 0.18871247795323132 70.817145316339634 0.17757913900277345
leaf_count=4 343 20 26 14 209 14 17 47 5 3 75 81 120 100 66 24 4 134 42 48 40 18 15 57 42 11 37 49 2886 82
internal_value=-2.61173e-05 0.0142431 -0.0146231 0.00241415 0.0161849 0.0433988 0.0138937 -0.0208308 0.0426556 -0.00515129 -0.0421762 -0.0601702 -0.000210414 -0.0294937 -0.00860829 -0.025212 -0.00477183 -0.0587111 -2.56136e-05 -0.0122868 -0.00221786 0.0299815 -0.0706688 0.000315855 0.0128527 0.00589359 -0.0509691 0.0131484 -8.88895e-06 -0.0343876
internal_weight=76.5821 0.976499 0.490685 0.409579 0.361703 0.485814 0.272994 0.194804 0.268589 0.122649 0.088985 0.093114 75.6056 0.474139 0.368433 0.319408 0.2513 0.129132 75.1315 2.03568 1.73623 0.384268 0.299444 73.0958 1.8456 1.65466 0.187223 1.46744 71.2502 0.43308
internal_count=4633 854 756 413 399 98 78 61 109 83 78 290 3779 332 232 228 162 138 3447 163 106 58 57 3284 259 217 48 169 3025 139
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=7 9 17 4 9 17 2 10 15 6 6 7 7 9 0 18 18 10 18 9 5 17 5 5 2 0 18 17 8 16
split_gain=0.0205661 0.135881 0.398259 0.186732 0.161734 0.112275 0.286919 0.166469 0.16188 0.172975 0.265975 0.151772 0.244384 0.220425 0.0973504 0.341391 0.11503 0.0966135 0.0872537 0.143304 0.119059 0.0834632 0.0735886 0.333085 0.316851 0.147781 0.359135 0.20331 0.196979 0.155328
threshold=23.109894804950002 195.97407267990005 190.92966541395 168.18037996940004 195.74493321760002 188.13858192940003 199.01127796720002 67.254468591300011 42.33967733730001 16.515385879350003 16.455384477450004 22.673598830200003 22.598495330900004 188.55070358395002 85.990333302400003 13.328768336950002 13.431207332600001 65.907551067950024 13.037923179150001 200.15236065845002 28.543718473100004 188.85216786605002 21.869642762900003 21.701709660250007 158.58656282205001 86.904409066750006 13.713893333650001 203.09927826650002 8.4434108459500017 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 18 -4 5 11 8 -8 9 10 14 12 -1 -13 -7 -16 -17 -18 19 -3 -21 -20 23 -2 -24 -26 -27 28 29 -28
right_child=22 2 3 -5 -6 6 7 -9 -10 -11 -12 13 -14 -15 15 16 17 -19 21 20 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0047180933166498214 -0.00031048952454059596 0.086062667894464373 -0.015049591165527421 -0.10804313659566595 0.072198914440295775 0.0018145151976262722 -0.10429783617650784 0.033280670879238056 -0.010698414818683999 0.06613447048221581 -0.046661831007718521 -0.006867367897196483 0.089112878032321582 -0.085852265668217229 0.095450423313116595 -0.018227433419066026 0.10330068563373532 0.0080490080603485125 -0.031699159689801547 -0.10143478606214751 0.027847024965558249 0.012052290779001764 0.077289292769506954 -0.10108562798474426 -0.00087514581126681189 0.099916546229908532 -0.11188570367828994 0.051217830450233218 0.017163276508525324 0.0010375262320110651
leaf_weight=9.0965196092138072 41.569110434768987 0.27925347158543434 0.33044197224080551 0.62309697803630115 0.31174726784229179 0.89246039371937502 0.3252001334621325 0.12055169396626297 1.6165886935414162 0.87383935722027661 0.56057016039267171 0.96047161555088567 0.28631141427695261 0.55893533160997322 0.72628966229967762 0.6827469468116758 0.18135663866996765 0.2579374280430784 0.90910588021506533 0.10131172243018227 0.2399386336983298 0.83789276052266359 0.6182294867321606 0.33058893325687577 10.806755780855495 0.52254042914137189 0.30054810785850328 0.63277434546034772 0.64834613814855402 0.20482449990231544
leaf_count=960 2671 16 14 42 5 19 75 30 44 33 24 31 17 27 55 6 2 48 26 50 29 15 16 15 214 14 27 73 13 22
internal_value=-2.58783e-05 -0.00271082 -0.021251 -0.0758169 0.000817388 -0.000480936 0.0102192 -0.0670903 0.0161692 0.026572 0.0161002 -0.00660286 -0.0018549 -0.0359231 0.0289368 0.0420327 0.00745577 0.0473724 0.000726072 0.0329383 -0.0105347 -0.0107152 0.000976628 -0.00110561 0.0073291 0.00403144 0.0269953 0.00566616 -0.0193173 -0.0661186
internal_weight=76.4063 20.7726 3.32104 0.953539 17.4515 17.1398 6.23754 0.445752 5.79179 4.1752 3.30136 10.9022 9.38283 1.51941 2.74079 1.84833 1.12204 0.439294 2.3675 0.620504 0.34125 1.747 55.6337 41.8997 13.734 13.1158 2.30903 1.78649 1.15372 0.505373
internal_count=4633 1568 192 56 1376 1371 336 105 231 187 154 1035 977 58 130 111 56 50 136 95 79 41 3065 2686 379 363 149 135 62 49
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=2 4 6 13 15 13 5 6 13 5 3 4 6 5 7 7 5 12 7 3 2 18 0 0 5 15 12 18 5 16
split_gain=0.021079 0.261405 0.274665 0.0769855 0.0683374 0.199024 0.117513 0.329264 0.306043 0.194689 0.125008 0.0792591 0.0864957 0.0855517 0.0704903 0.128416 0.095369 0.112509 0.0815038 0.0920564 0.170932 0.282675 0.10787 0.101786 0.080301 0.0681962 0.0666328 0.108111 0.226114 0.0874935
threshold=189.32640726775003 274.81987900165007 13.345311811050001 101.26615239960002 44.024213102900006 117.69263157665002 22.958759589950002 16.565387047600002 117.45067034490002 23.374630421750002 93.794927255050013 270.14719820550005 16.645388916850006 23.605484525250002 22.093462376800005 19.729453620400005 21.950234501100002 66.834523482800009 22.227765484150002 93.216908757050007 108.01392853780001 13.141419083100002 85.705356740550016 85.823648898300021 22.458857822500004 34.969820938750011 217.54417277160005 13.204116077450001 25.361845021250002 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 14 8 10 -9 -8 12 -11 -14 15 -1 17 -17 -16 24 22 -22 -21 -24 -20 -25 29 28 -28 -2
right_child=26 2 -4 -5 5 -7 7 9 -10 11 -12 -13 13 -15 18 16 -18 -19 19 20 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.095713226036990118 0.049502537148165819 -0.038614104191395056 -0.11287932294803554 0.055897002212342332 -0.080738969040089092 0.046624847234377619 -0.10885299253915476 -0.10582804042201242 0.082104792448627339 -0.10468521394865236 0.017150478912501314 0.10139783345699577 0.10081586092549857 -0.0041268747162196357 0.028997661158278867 0.016600332739687602 0.054184469025054249 -0.082951062955255464 0.00044064125725331064 -0.02618580038282908 -0.0050326897901741968 -0.054880643768920767 0.033683670272286255 0.01800536592658571 0.028564254332046287 -0.01060847661992918 -0.092086946083882848 0.0035010345995319936 0.0013653020223882268 0.003822384686948831
leaf_weight=0.072423244400851128 0.68366216140578018 0.1772099960014647 0.42292515204462688 0.16779606137424707 0.34666990692130539 0.18989855307154357 0.11955638765357379 0.19002504181116808 1.0485445219692335 0.08005936541212566 0.23060630357031187 0.075556982308626064 0.082738144323229679 1.2713430827589034 0.92374822590409067 0.15110760740935802 0.086239049695947756 0.45645641427898909 41.566041008139962 1.0785682583227734 3.1759439132874832 1.7725100934039799 1.2247829157859085 1.3413377259857955 1.0406827367842186 2.1975193256512284 0.375942722891067 13.522782725586749 0.83169312268027795 1.0843178509458082
leaf_count=8 152 180 28 15 55 13 8 10 32 94 55 2 5 332 37 14 80 105 1571 37 30 36 20 37 16 30 59 1427 132 13
internal_value=-2.00792e-05 -0.000897177 -0.0588634 0.00735202 -0.000139134 -0.0356633 0.000188456 0.0191376 0.0550733 -0.0104341 -0.025871 0.00157311 -0.0036861 0.00228542 -0.000877351 -0.0309966 -0.0442233 -0.0581916 -0.000452504 -0.000961977 -0.00921251 -0.022888 0.00237084 0.00883655 0.00112757 0.000237066 0.00314258 0.000940898 -0.0277268 0.0214865
internal_weight=75.9887 59.4903 0.767931 0.345006 58.7224 0.536568 58.1858 3.09843 1.39871 1.69972 0.350163 1.5097 1.43414 1.35408 55.0874 0.766226 0.693803 0.607564 54.3211 53.3974 10.7907 4.94845 5.84221 4.76364 42.6067 3.53886 16.4984 14.7304 1.20764 1.76798
internal_count=4633 2850 223 195 2627 68 2559 538 95 443 63 433 431 337 2021 207 199 119 1814 1777 190 66 124 87 1587 67 1783 1618 191 165
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=13 13 18 4 9 6 13 8 15 18 15 4 6 9 6 18 2 2 6 15 6 16 5 4 12 16 12 19 19 6
split_gain=0.0191799 0.0835429 0.0646831 0.051923 0.0861433 0.050638 0.121546 0.183917 0.126742 0.152246 0.0905435 0.126769 0.0912975 0.107869 0.0867721 0.0939361 0.104451 0.121501 0.203874 0.0580662 0.202191 0.218266 0.142165 0.124234 0.0882605 0.214028 0.132915 0.135437 0.231974 0.0980517
threshold=117.69263157665002 117.71413924170001 13.405741979600002 168.18037996940004 186.16747084260001 16.455384477450004 115.13321943645001 9.4426310644000022 32.99104187950001 11.780626785300003 40.42701969085001 230.62319231240002 16.565387047600002 193.49750438550004 16.555386813950005 13.258241318650002 199.01127796720002 217.42844949650001 16.515385879350003 42.33967733730001 16.405383309150004 22.624947093000003 23.714185006400005 292.45535980730006 217.08460102575 22.614947116400003 217.54417277160005 14.551174033150001 14.451165964200003 15.695366719750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 19 7 -7 9 -8 12 -12 13 -10 15 -13 -17 -18 -19 24 21 -21 -23 -22 -1 26 -26 28 -28 -27
right_child=1 2 -4 -5 -6 6 8 -9 10 -11 11 14 -14 -15 -16 16 17 18 -20 20 23 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.00035490024253923903 0.034051106133120859 0.080032465306796877 0.025229409023328892 -0.0093067758658364527 -0.020089672252720556 -0.088630267626183687 -0.052712045695511391 0.066561001437526135 -0.041365964181404952 0.063585663337544104 0.043798728657990553 -0.0079409134071778756 0.0022478112497576162 -0.011257867977245224 -0.032279774597665609 0.055403770581011785 -0.016139650957718906 0.073379560727137139 -0.010398415842414403 -0.080135936565381857 0.034642034189930102 0.056541965339591355 -0.054709841166738729 -0.019078262495417719 0.086064734716223931 0.023564209777497059 0.0033039942450829689 0.077084893558177575 -0.10378451251755723 0.087575772291773227
leaf_weight=41.48839996683428 0.87283555579779104 0.17728069290024029 0.84330340348242305 3.3270707979122562 0.16677328053629026 0.36032261562729928 0.1427552045749988 0.09689974622739328 1.5137250206898913 0.53226592146484109 0.69290210551116516 3.5785204736912419 3.3962432348016591 5.5633894839556888 0.78893128777690424 0.55295153672341291 1.1433874705107885 0.55786444680416003 0.60601208275602403 0.69827823446143999 0.90789140833294346 0.26410999760264531 0.20326162399942405 0.81867575804153603 0.1962555072577733 0.46416636509820808 4.7604185854445404 0.23098813679825969 0.21125742673757475 0.49394977418705821
leaf_count=2157 14 26 40 155 27 220 42 44 39 173 23 77 47 73 20 19 13 49 13 91 20 23 31 34 11 27 1073 12 22 18
internal_value=-2.01136e-05 0.00573028 0.000254636 -0.00548238 0.0315003 -0.000461008 -0.00478843 -0.0557404 -0.00356674 0.0389907 -0.00512851 0.00293931 -0.0112299 -0.0176977 -0.000977803 0.00285759 0.016368 0.00701281 0.0297577 0.00120438 -0.0125551 -0.0447341 0.00815815 0.00916981 0.00203613 0.0130085 0.00527875 0.00223133 -0.00124643 0.0565649
internal_weight=75.6511 5.38726 4.51443 3.67112 0.344054 70.2638 19.5262 0.457222 19.0689 0.675021 18.3939 7.92057 10.4734 7.07711 7.22767 6.43874 2.86022 2.30726 1.16388 50.7377 2.89222 1.16565 0.467372 1.72657 47.8454 6.35704 5.39892 5.20266 4.97168 0.958116
internal_count=4633 262 248 208 53 4371 852 264 588 215 373 214 159 112 191 171 94 75 62 3519 199 145 54 54 3320 1163 1118 1107 1095 45
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=8 7 18 7 19 18 18 14 8 5 9 9 2 3 17 16 8 6 7 17 7 6 5 6 12 2 8 9 6 8
split_gain=0.0194572 0.0618239 0.115772 0.100095 0.0813973 0.0433124 0.079705 0.0344853 0.0391079 0.0375338 0.0361544 0.274231 0.169362 0.0926059 0.0631145 0.0866761 0.115393 0.0563509 0.053202 0.0480892 0.120438 0.0645133 0.0479243 0.0462912 0.043361 0.145353 0.143674 0.092604 0.085485 0.0754337
threshold=8.8430989333000021 22.598495330900004 13.220529463200002 22.398098708400003 14.351157895250003 13.565012728250002 14.170404054850001 144.12207640715005 8.7431769115000026 21.990725385850002 210.61272793875003 212.20546459280004 94.087390192850009 87.684061924550022 216.68129631285004 18.764956119400004 7.3442686056500008 8.2451926476000015 28.043300357450004 203.09927826650002 26.041753980350006 14.935348962050002 18.428229854150004 14.055328400500002 131.68113967665002 109.21625436180001 8.6432548896500023 179.11733629770001 16.890394641350003 8.6432548896500023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -4 -7 -1 10 -10 14 13 -13 -12 24 16 17 18 -16 21 -21 22 -14 -22 26 -26 27 28 -9 -27
right_child=1 2 5 -5 -6 6 -8 8 9 -11 11 12 19 -15 15 -17 -18 -19 -20 20 23 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.024756265630648432 -0.075768182683304319 -0.086713201550229962 0.0079817284573099594 0.092635852323495901 0.020156943684277021 -0.074117119297865075 0.0061054258303609305 -0.08745102546089735 0.021989622114492926 0.00096816571524060134 -0.089238745849380061 -0.10478375095843806 0.0086779706848983534 0.0017803460650102168 0.042312197959658931 0.08665773679323982 -0.1008614171626481 0.088947241411494821 -0.10026019587280569 -0.064995585562516139 -0.0048305365698500221 0.035079734180919871 -0.021514028905524469 0.0529603746826732 -0.061187916781696272 0.00025224484385244917 0.040192863832805535 0.0027173512231167627 0.068539611121045216 -0.016065477186047179
leaf_weight=0.54734854040179826 0.12015965967373077 0.22637296105767735 0.67183498303347711 0.13591740315314382 0.33530919050099328 0.23003698597312905 0.26829687588633533 0.19746965661921123 1.6096849425230169 1.7982221468137138 0.50246680854615888 0.15139571842155408 2.5277847023074864 0.14376558642834425 0.069474673018702471 0.20177603373304009 0.080129863483307417 0.11238606119877659 0.041993390918833029 0.33740804930857837 1.33186413223666 0.74501887522637833 0.66380223209944222 0.15470506692145125 0.40656275395303865 34.820093334808519 1.0326909234281618 22.809778283974907 0.042733824525271302 3.0839065511891013
leaf_count=36 44 27 23 10 49 26 25 290 32 37 80 21 107 6 22 14 37 13 79 48 198 9 30 26 20 2363 26 783 96 56
internal_value=-1.37107e-05 -0.00977569 -0.0212516 0.0173243 -0.00514957 -0.00858783 -0.0309263 0.000250633 0.00043848 0.0108974 -7.46856e-05 -0.00714032 -0.000379599 -0.06899 0.000662018 0.0358455 0.00211781 0.0389798 -0.0113991 0.00236428 -0.0110585 0.00858355 0.00239849 0.00118368 0.000376821 -0.00171331 0.00370179 0.00206691 -0.0596992 -0.00107538
internal_weight=75.4004 1.98793 1.39654 0.591386 0.455469 1.17017 0.498334 73.4125 72.8651 3.40791 69.4572 6.55821 5.91198 0.646232 62.899 0.50576 0.303984 0.223854 0.111468 5.76058 1.82398 3.93661 3.19159 1.48657 62.3932 38.3106 24.0827 23.05 0.240203 37.904
internal_count=4633 204 101 103 93 74 51 4429 4393 69 4324 525 439 86 3799 165 151 114 101 418 272 146 137 224 3634 2439 1195 1169 386 2419
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=3 6 6 5 5 3 9 9 7 15 19 5 8 6 17 17 3 4 0 6 18 18 18 7 15 3 7 6 6 5
split_gain=0.0190949 0.0996836 0.208221 0.188447 0.149975 0.167911 0.126412 0.152247 0.0725385 0.0644029 0.0498754 0.0685269 0.0746919 0.0721498 0.0851415 0.0477891 0.0461292 0.079232 0.0458023 0.211915 0.0709599 0.132895 0.0933496 0.123073 0.334671 0.148135 0.11822 0.117821 0.147403 0.252453
threshold=93.883646373400012 16.525386113000007 16.505385645700006 23.058899572400005 23.636018850950002 94.227769014100019 186.70853236170004 185.62570708695003 19.506002767000002 25.023320983300003 13.351077205700003 30.133297129900004 8.543332867800002 16.575387281250006 165.41031664360003 187.52613723835003 93.776108048150022 197.71977442185002 85.990333302400003 16.475384944750001 13.063922652800002 13.154691941050002 13.344136431100003 23.032419884600003 31.264641197600003 93.469623821300004 22.958251375150002 16.465384711100004 16.385382841850003 21.438877744300004
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -6 7 8 -2 -7 -3 12 15 -14 -15 -12 18 -18 19 -1 -20 -22 27 24 26 -25 -24 28 -23 -30
right_child=1 10 -4 4 5 9 -8 -9 -10 -11 11 -13 13 14 -16 -17 17 -19 20 -21 21 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.049968855319395433 0.071649829645957286 -0.057631167340522295 -0.10613569283104661 0.075466142461126817 -0.10202012717586356 -0.023490849644134611 -0.1037151186144068 0.10155821684540836 -0.1047068794072402 0.067727159057622291 0.00047969750547334977 0.051325523298667075 -0.0024169091560846002 0.045930268974013221 -0.080524955467289785 0.029596327089399507 0.031165102953003 0.00063132347552560602 0.014108849273233016 0.0018797019400274861 -0.027277482283130983 3.1882421838676346e-05 0.018287460907810971 0.00081486208739392724 -0.073302791892210409 -0.045586677482901031 -0.10665203232447269 -0.0031001482582597223 0.013325215668227752 0.087795337314174604
leaf_weight=1.0211415907251638 0.02960699051618465 0.13266280907060934 0.27504218672402192 0.30458818911574781 0.14965450944532677 0.14047351121496376 0.27328346553258598 0.086550023406744003 0.10988623222263527 0.17238373446161859 1.6956047147091351 0.29177844941114006 0.6762571026356452 0.064917931333184242 0.29607495436266618 0.84442543890327204 1.3010446650441729 2.450540947477748 3.6226824631121408 3.4570098989352118 1.7724769867490966 1.3566708631042268 1.0824993732858268 47.32702161472983 0.83905967507598678 0.69815745748928648 0.081430917354737065 2.6888175001367927 1.1342863310128448 0.76036702236160625
leaf_count=35 4 342 34 24 87 57 18 2 86 25 104 71 15 5 85 25 28 40 70 68 33 48 277 2900 36 13 8 42 35 16
internal_value=-1.51969e-05 -0.00566375 -0.0272704 -0.0101425 0.0209797 -0.0149024 -0.0579546 -0.00263066 -0.0672757 0.0267701 0.00265917 0.00472641 0.000925589 -0.0216864 -0.0577843 0.0101594 0.000434718 0.0112204 -0.000179838 -0.00994319 0.000532667 -0.000319109 0.000534644 -0.000872623 -0.0251594 0.000140308 0.00954644 0.0123867 0.0251942 0.0432118
internal_weight=75.1364 5.54319 1.54147 1.26643 0.7671 0.462512 0.499327 0.226043 0.139493 0.312857 4.00172 3.86906 3.57728 1.03725 0.360993 2.54003 69.5932 3.75159 65.8416 4.47815 61.3635 57.7408 55.9683 50.0282 2.00299 48.0252 1.16393 5.94014 3.25132 1.89465
internal_count=4633 984 337 303 193 169 110 92 90 82 647 305 234 105 90 129 3649 68 3581 103 3478 3408 3375 3234 321 2913 285 141 99 51
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=13 13 16 16 13 7 7 5 4 13 17 5 16 18 7 8 6 19 8 10 6 13 9 4 6 16 6 4 15 3
split_gain=0.0183902 0.0945219 0.0863024 0.0866666 0.0872023 0.0495772 0.0592513 0.0488057 0.0381233 0.0310238 0.079872 0.0443063 0.0413889 0.0672546 0.227945 0.306519 0.113541 0.066316 0.0457407 0.178764 0.0868665 0.182667 0.0623246 0.0734306 0.0570591 0.0529286 0.0817011 0.0491262 0.211267 0.164528
threshold=117.97223122220002 118.06363879865002 23.359945374300004 22.794946695500006 119.85415191350002 20.869210126600006 21.698399695800003 31.794087907800002 160.20223982390002 117.69263157665002 188.27285108100003 21.950234501100002 22.664946999500003 13.531614672700002 22.721067571950005 8.7431769115000026 14.745344522600002 14.651182102100002 8.8430989333000021 62.425997789000007 16.625388449550005 115.13321943645001 213.03443802080002 251.23262608835003 17.215402235100004 22.654947022900004 16.515385879350003 240.79927845295001 38.992510055900006 93.609423644100005
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -6 -7 -8 -3 12 -11 -12 17 14 -14 -16 -15 18 20 -20 25 24 -21 -24 -22 27 -27 28 -1 -30
right_child=1 2 -4 4 5 6 7 -9 -10 10 11 -13 13 16 15 -17 -18 -19 19 22 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00018767801920097885 -0.10248624125455424 0.061519366636208883 -0.10294122333351351 0.097744830653235082 0.045910946696841794 -0.10186559484954175 -0.057094571071006163 0.10034538342597331 -0.10205698119186538 -0.008615768578727874 0.0034554842610934559 0.02893567543950264 0.0008142483218920286 -0.017454850332493169 -0.10129900183963868 0.0015659839589381387 0.050609752198102147 0.030174637452647052 -0.10629320818442828 0.039101279495192966 -0.10343841181763741 0.095464331474100897 -0.057792890594998585 0.033382488811871495 0.042298103017399037 0.03397276106691869 -0.003201897105574507 -0.0037757835838894238 0.061944794394049187 0.0074471328461718882
leaf_weight=31.015250828361928 0.10735368262976308 0.017416058835806325 0.072261852008523419 0.13974523707292974 0.13336393889039755 0.073895843554055318 0.038804164083558135 0.039972212165594101 0.078322242751710291 1.7599590816898842 1.1538579463958742 1.6703253417508674 2.6508113412974121 0.5315873569343238 0.60831658196457261 0.55304376933781896 0.45473083155229688 0.73344817876932111 0.19810691736984054 0.26868344359354523 0.079142432748823377 0.25785707717545847 0.23754262464433396 0.14062623623158288 0.040670887183949844 1.1355248980980825 1.2333102595530361 27.155002327329839 0.99417773261666242 1.2510849386453626
leaf_count=1443 12 10 15 13 10 17 36 5 78 24 7 35 61 12 34 7 36 38 23 38 44 86 38 16 144 29 24 2236 25 37
internal_value=-1.53178e-05 -0.0161347 -0.000522608 0.0136685 0.0329989 0.00136675 -0.037544 0.0227926 -0.0723003 0.000137156 0.00810527 0.0185254 -0.000388118 -0.00934926 -0.0153711 -0.0523143 0.0139256 0.000276073 -6.65313e-05 -0.0231791 0.00024266 0.048058 0.00227571 -0.0238883 -0.0539678 -4.49663e-05 0.0146181 -0.000619893 0.00195668 0.0315781
internal_weight=74.8242 0.701135 0.593782 0.52152 0.425781 0.286036 0.152672 0.0787764 0.0957383 74.1231 4.58414 2.82418 69.5389 4.79849 3.81217 1.16136 0.986318 64.7404 64.007 0.844959 63.162 0.37767 0.646852 0.378169 0.119813 62.7844 2.36884 60.4155 33.2605 2.24526
internal_count=4633 196 184 169 81 68 58 41 88 4437 66 42 4371 150 102 41 48 4221 4183 115 4068 274 92 54 188 3794 53 3741 1505 62
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=9 10 13 5 8 6 9 6 0 0 17 2 0 12 15 15 3 15 7 18 5 15 2 9 9 13 8 13 8 10
split_gain=0.0174342 0.0812333 0.414831 0.37591 0.10489 0.242262 0.0814324 0.227822 0.0985942 0.0810631 0.152085 0.153718 0.0898125 0.075223 0.124762 0.228651 0.0702158 0.0945461 0.0575788 0.172419 0.0615093 0.0738766 0.0534746 0.0389187 0.115529 0.0848301 0.447965 0.208165 0.227235 0.142724
threshold=206.78020849415003 67.181880221750006 113.62230596715001 18.678742451450002 8.4434108459500017 14.865347326450001 209.86393725660002 13.775321858200002 95.050437202000012 88.350799540950007 203.09927826650002 326.27519084675004 86.866770652900016 94.177001085000015 24.322764446600004 20.734744936600006 80.785478361850011 19.846565044850003 25.830248520250006 17.108018746400003 13.477720021600001 20.268860138950004 195.72231170465002 197.89372115420002 197.47612518640003 117.39690118230001 8.543332867800002 117.15225149240001 8.4434108459500017 62.079186690200011
decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 7 16 -8 12 -11 -12 22 -10 15 18 17 -3 -15 -20 21 -21 -4 24 -1 26 27 28 -25 -27
right_child=1 3 9 4 -6 -7 8 -9 13 10 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 25 -26 29 -28 -29 -30 -31
leaf_value=-0.00030442018201449464 0.093980610556489708 0.064461637121018003 0.0035853321566832459 -0.1047419481324303 -0.099194951212944873 0.097814996404264082 0.057840292568346274 -0.078373727189784317 0.028771607347091867 0.088644107507670558 -0.063672332164722609 0.057168420824534966 -0.052480466513814029 0.078805901089743766 0.00031193240816780306 -0.099767707153808297 0.10133842300419163 -0.10067097449157208 -0.10250815794246629 -0.10144795694669151 0.070444102406456696 0.10093237877566336 -0.02917930213917069 0.0053581135940342179 -0.028618130525484609 0.0026216723213285959 0.074639118163726773 0.063952935887188075 -0.042617608537419006 -0.024641293972445241
leaf_weight=32.185533259948159 0.49483755719847877 0.081953274035409751 2.4375316942732761 0.14141511141542729 0.54482040624299088 0.10137295777894906 0.28942189189547196 0.44251937296940014 0.72661992284702126 0.26098211212956801 0.23005319506046362 0.19407253758981824 0.41885237034875888 0.086274133223923744 5.5015467960656679 0.37109222357867111 0.10885724052786827 0.060097227018559352 0.1358119904925843 0.054724334398656538 0.17428924349223962 0.026905287057161331 0.62606300818151783 12.555472197167969 1.5086594853455597 9.8677546395779228 0.95942292686959341 0.55705059040337879 1.0715174452634535 2.3841661458718582
leaf_count=2791 26 76 87 72 60 9 28 36 16 17 23 30 31 9 120 84 3 32 32 131 26 1 43 468 34 213 45 12 39 39
internal_value=-1.51667e-05 -0.00326594 0.00741597 -0.00889488 -0.0748338 -0.020167 -0.00245154 -0.035213 0.00063231 -0.00286234 0.0285814 -0.00837771 -0.00904832 -0.00170719 -0.00519447 -0.0408721 0.0409083 -0.00540093 0.00485071 -0.011437 0.0368929 -0.034743 -0.00311031 0.00070375 -0.00157217 0.00350295 0.0085082 0.00403504 0.00158569 -0.00268357
internal_weight=74.5997 13.5101 4.66239 8.84772 0.787608 0.242788 8.06011 0.693427 7.36669 4.16755 0.685108 0.424126 3.48245 7.07726 6.35064 0.849097 0.250908 0.142051 0.478005 0.391731 0.255919 0.0816296 3.06359 61.0896 33.6942 27.3954 15.1435 14.184 13.627 12.2519
internal_count=4633 992 257 735 141 81 594 147 447 231 70 53 161 419 403 283 111 108 199 190 158 132 130 3641 2825 816 564 519 507 252
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=13 18 16 16 12 15 10 6 7 5 17 17 7 16 9 15 9 4 9 9 3 4 4 2 9 5 4 7 7 19
split_gain=0.0171882 0.0815682 0.0774674 0.075001 0.0952818 0.0675117 0.051075 0.0560228 0.0471724 0.0884278 0.0442003 0.0506566 0.0437163 0.0712894 0.0531259 0.0390282 0.039957 0.0734677 0.0231267 0.0969282 0.0324921 0.0324006 0.0763929 0.186853 0.023408 0.128637 0.0431433 0.0332352 0.10636 0.0614589
threshold=95.937628385050019 17.108018746400003 14.274966618900002 14.184966829400002 216.20511703005005 6.8054746905500005 70.311245485600026 3.6650856341500009 21.034091097450002 14.835543846500002 201.00900942685004 201.39543491635001 26.545218975000001 17.684958644900004 213.03443802080002 22.151858238250004 72.978853106700015 314.71948599205001 219.19610828025003 221.38017838285003 90.988176966900014 299.67482098205011 323.22981966960009 310.93569142660004 215.63980588275004 17.352342178450005 274.81987900165007 26.366329164100005 26.756201080000004 11.950964240300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 4 5 -1 -6 10 -9 15 -8 -12 -3 14 -14 16 -10 -18 24 20 -20 -21 -23 -24 27 -26 -27 -2 29 -29
right_child=1 12 -4 -5 6 -7 7 8 9 -11 11 -13 13 -15 -16 -17 17 -19 19 21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.082202845857847928 -0.00038592103021579119 0.079306303785584675 -0.091312475019997577 0.087539766736339605 -0.074409386675811581 -0.10046946483205939 -0.10055846343363031 0.10046576293723929 0.060956594563827252 -0.10113696292229608 0.10031739620195797 -0.10021955739257987 0.048969048869524329 0.10036631250873512 -0.063814468344437283 -0.057396462414978582 0.077490944977694542 -0.10078835942803477 -0.093913898338862531 -0.0091885947732861014 -0.022116793054229526 0.084635497258125303 -0.10198935889110468 0.079454354865511001 -0.0049095286890674956 0.08647124665617939 0.016148263891712752 0.094206359235778414 -0.0013089195590763921 0.017385796683620416
leaf_weight=0.023223235389479013 67.70105380986773 0.19026086511439544 0.1117437193211116 0.082943832036107779 0.074493619853569726 0.15706207863138388 0.069616894197451984 0.074672799557447433 0.27500330547127305 0.057618075523350853 0.031792839989066124 0.020862023142399266 0.0694025928969495 0.070343280211091042 0.10488028332838439 0.044434138806536794 0.044558127876371145 0.048032431103365525 0.16631654663797135 1.318370880311704 0.10149976387037896 0.13359929434955109 0.11276852672017412 0.114267482633295 1.0891232706489962 0.25329591993101974 0.13307445091595582 0.21842680079862375 1.1559568232842137 0.19904504668375012
leaf_count=37 2998 20 96 17 35 514 171 6 77 25 7 117 14 17 47 15 8 88 40 45 15 8 21 30 24 29 28 11 31 42
internal_value=-1.20629e-05 0.000175897 -0.0123284 -0.00354039 -0.0117396 -0.0769388 0.00412151 0.0128976 0.0266377 0.0148991 -0.0482693 0.020864 0.0433554 0.0153941 -0.018902 0.0311257 0.0418261 -0.0149935 -8.24117e-05 -0.0108347 -0.0667035 -0.00192309 0.0246374 -0.0106685 0.000213457 0.0126769 0.0622505 -5.20042e-05 0.0143157 0.0575793
internal_weight=74.2477 73.1317 1.11606 1.00431 0.92137 0.180285 0.741084 0.666591 0.544319 0.469646 0.122272 0.0526549 0.434887 0.244626 0.174283 0.412028 0.367594 0.0925906 72.6968 1.94682 0.267816 1.67901 0.360635 0.227036 70.75 1.47549 0.38637 69.2745 1.57343 0.417472
internal_count=4633 3420 1213 1117 1100 551 549 514 219 213 295 124 98 78 61 188 173 96 3322 159 55 104 59 51 3163 81 57 3082 84 53
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=2 18 13 15 15 2 2 7 17 13 10 7 13 13 5 12 4 0 16 18 9 16 18 8 13 12 5 17 6 15
split_gain=0.0171671 0.12249 0.0994393 0.0842725 0.0665065 0.0518617 0.0474773 0.0880286 0.0375127 0.036946 0.0700644 0.0771688 0.110683 0.0767661 0.0771365 0.0909078 0.0685568 0.0610963 0.0508786 0.0496382 0.0442032 0.0427423 0.0413677 0.0481895 0.0848707 0.0353055 0.236089 0.0346526 0.0319014 0.0310974
threshold=325.13486840910008 13.956123578150001 115.13321943645001 45.102215827400009 22.354383166800002 337.25756644740005 309.04644204820005 25.169498800150006 208.71070186110003 97.873318238950006 71.246828915000023 21.946499523750003 96.357027853400012 95.937628385050019 2.7155367820000005 216.20511703005005 314.71948599205001 107.99805155820002 14.434966244800002 18.486194703750005 40.734022239000005 15.404963976500001 16.622853636350005 8.0437227585500022 98.790082461450012 309.87588727100007 23.195398057700004 197.02652249450003 11.755274660100001 19.846565044850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 5 -3 9 -8 -9 10 -1 -12 13 14 18 -16 -17 -18 -13 20 -19 -14 25 24 -24 29 -27 -7 -26 -11
right_child=1 2 3 -5 -6 27 7 8 -10 22 11 12 21 -15 15 16 17 19 -20 -21 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.10104316815074199 -0.10259801709722234 -0.080444784237957034 0.10029326399424948 -0.014242440775857072 -0.088843987899146548 0.064713523121864194 0.066733666659989338 -0.10217295815012871 0.0084445431968063183 0.012864705666262709 0.059677635443562894 0.072909822528213139 -0.10264413533641248 0.070074184238755416 -0.10042076682606096 0.079261953132127291 -0.10079502520456854 -0.045520526868499778 -0.10060347321646478 -0.1008276621765631 0.068749753124922985 0.016449245784195259 0.0060929463570785145 -0.015687039691567973 0.027947533160740251 -0.091792077685881962 0.03172966329142967 -0.033934290352681633 0.090683456067598436 -0.0002117178945923007
leaf_weight=0.092500184203457958 0.13168441488045246 0.056022755486083042 0.14724690234288573 0.11395553221518639 0.12741620889892147 0.10550864237438873 0.27243555423774424 0.049087207202319405 0.081652613308506261 1.8686026133552065 0.13745729966240083 0.12168875056954676 0.18266274916095426 0.12297833039338002 0.14833992060741252 0.072999062991584651 0.083902406566267018 0.052525845822856354 0.019624670036591851 0.037408718648521244 0.095220911399337638 0.036089955268835183 0.5765600260310737 0.31173597143788356 0.12592000118456781 0.28080595264145713 0.34465078639186686 0.053749582120076411 0.2274877464515157 68.013921023495584
leaf_count=90 90 61 31 17 93 47 75 51 21 195 44 159 115 23 471 14 73 42 13 99 15 11 9 37 43 39 36 69 20 2530
internal_value=-9.86158e-06 -0.0152107 0.00384476 0.0503244 -0.0315819 0.00230928 0.000142565 0.0343641 -0.0330876 -4.65602e-05 -0.0174233 -0.0104605 -0.0203646 -0.00221035 -0.0162824 -0.0350405 -0.00668696 -0.0300061 0.0488134 0.00207164 0.0281252 -0.082996 0.000244885 0.0183387 0.0297446 -7.37626e-05 -0.0237268 0.0314199 0.0683305 0.000137935
internal_weight=74.0918 0.735584 0.6039 0.261202 0.342697 0.215281 73.3563 0.403175 0.13074 72.9531 1.2034 1.1109 0.973441 0.754689 0.63171 0.490397 0.342057 0.269058 0.141313 0.185155 0.147747 0.218753 71.7497 1.2417 0.929968 70.508 0.625457 0.159258 0.353408 69.8825
internal_count=4633 408 318 48 270 177 4225 147 72 4078 1169 1079 1035 909 886 714 243 229 172 156 57 126 2909 109 72 2800 75 116 63 2725
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=9 0 6 9 5 10 5 6 16 4 12 15 14 13 9 8 17 19 10 16 13 6 13 7 18 7 18 9 17 16
split_gain=0.0170002 0.0837122 0.249913 0.0827325 0.126053 0.079722 0.146526 0.0872589 0.0679962 0.0753315 0.212306 0.144364 0.102106 0.12855 0.120224 0.0912021 0.0705296 0.0623219 0.058417 0.237313 0.0868857 0.125632 0.0543639 0.0676144 0.0536451 0.0511326 0.0729654 0.0490329 0.116562 0.184094
threshold=186.70853236170004 85.732241321850012 16.465384711100004 185.98753508445003 13.713273242250002 61.928633034850002 21.252944829650001 16.555386813950005 22.764946765650006 208.25848595475003 125.34039073870001 41.29990759910001 234.45909168080001 117.56358558635002 181.33671263215004 8.1436447804000007 169.76344673365003 14.351157895250003 65.509659264600018 18.554956610400005 117.50981642375002 16.515385879350003 105.40368946235002 22.375171215700004 15.957401718700002 22.375171215700004 12.899561312100003 193.49750438550004 196.70927211395002 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 9 10 18 -12 14 17 15 16 -11 -14 20 24 21 -1 23 -18 -20 -3 -27 28 -28 -30
right_child=1 25 5 4 -6 6 -8 -9 -10 12 11 -13 13 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.10237143914718681 -0.10300457755294955 0.033487043677181708 0.065339320511030557 -0.00010183793240509771 0.074311287469089868 0.089656720044689872 -0.078720264872739587 -0.0053687987903135561 0.053756183147512786 -0.1004378511842641 -0.1038258206587247 0.038067910022693385 -0.00092308680999181282 -0.10556164795811614 0.10150667847540853 -0.11084810545650925 -0.10194593798560425 0.031755549865490389 -0.10478115127696851 0.096178073145214066 -0.0021678300163610188 0.074211586611926256 0.091809978025332431 0.05942636024899918 0.02105473828430629 -0.04308503475809386 -0.0020148457106642947 0.0013749684150212837 -0.066120922975879778 0.0066388214885099136
leaf_weight=0.18812962471974515 0.31152743299821795 0.45399636556976375 0.20557840232140723 0.522479326904432 0.40340476296842098 0.06309328887778054 0.28578213391392637 1.1556240126756163 0.23674325691536147 0.035349380547813669 0.355240166770045 0.089834672166034579 2.7291403138736152 0.10632636417358288 0.24345992691814899 0.053190398961305618 0.041973509880335769 0.74233729660045344 0.10235614093865297 0.24047826207242906 3.3072709697553364 0.051270720512889056 0.13999551803499344 0.068075933947966405 0.050639001560057295 0.39413637481629749 9.2391899623283944 50.68763389299427 0.7629908918484023 0.63894936675205827
leaf_count=99 60 32 11 7 39 5 98 110 15 72 162 4 1225 40 9 1 21 14 56 13 64 98 26 52 5 12 243 1952 79 9
internal_value=-1.16251e-05 -0.000601395 -0.0206276 0.00388861 0.0323197 -0.00562084 -0.0482697 0.00531004 0.000891063 -0.000573578 -0.00971837 -0.0751857 0.00906665 0.00274753 0.0479101 0.00937133 0.0317772 0.00606488 -0.00232324 0.0342334 -0.00637889 -0.0645539 0.0504688 -0.00212199 -0.0631314 4.9732e-05 -0.000196213 7.94173e-05 -0.00609177 -0.0329599
internal_weight=73.9062 64.1985 2.02161 9.7077 0.925884 1.71008 0.348875 1.3612 8.78181 8.54507 4.38522 0.445075 4.15985 3.5778 0.582045 0.338585 0.285394 3.47148 3.94014 0.393473 3.54667 0.2394 0.250045 0.110049 0.152995 62.1769 61.7229 61.3288 10.6411 1.40194
internal_count=4633 2611 284 2022 46 224 103 121 1976 1961 501 166 1460 1279 181 172 171 1239 335 74 261 197 99 73 61 2327 2295 2283 331 88
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=13 13 16 16 13 5 7 4 16 3 12 18 10 4 12 0 9 15 18 18 17 17 10 3 4 0 15 6 17 15
split_gain=0.0179924 0.0856668 0.0763025 0.0753131 0.0773798 0.0480125 0.0661595 0.0312015 0.0298957 0.0191111 0.112992 0.104187 0.0778114 0.068192 0.17043 0.0697272 0.109073 0.115996 0.0540198 0.0971995 0.0513474 0.136484 0.0423607 0.0383737 0.0834506 0.082433 0.0380165 0.0729349 0.0501246 0.0421333
threshold=117.97223122220002 118.06363879865002 23.359945374300004 22.794946695500006 119.85415191350002 30.359384049000003 19.975862989550006 162.32075757215003 22.764946765650006 93.883646373400012 90.571070795850019 13.431207332600001 61.821094709650005 175.22798587345002 96.297330050800014 85.662341410450011 199.66502090505003 44.483611103700007 12.783127173500002 12.854871756700001 188.51582982015003 185.54770736950005 61.907125369850007 93.776108048150022 197.71977442185002 85.866664228400012 20.734744936600006 16.505385645700006 167.17143786700004 25.852338405700003
decision_type=2 2 2 2 2 2 2 2 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 7 -5 6 -6 -3 9 12 -11 13 -1 14 -12 16 17 20 -14 -20 21 26 -13 25 -25 -21 28 -28 -15 -29
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 11 22 18 15 -16 -17 -18 -19 19 23 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.069601834805106663 -0.10231338849614156 0.04473531416489207 -0.10265502163503647 0.096735325490375279 0.037900632126505296 0.045684097187245906 -0.10071777552045275 -0.10201759241911812 0.020259504544081774 -0.10481559227498567 0.0009904212992660256 0.0054163129445965949 0.03980514596442275 0.03991728101468886 -0.10224631619742126 0.056382639114672589 0.084511100044358911 -0.10192615153284408 -0.052107346758728572 -0.046808693359589176 0.051058598904184807 -0.10711476091738995 -0.10260518839212224 0.033625140502165023 0.00035324758569543497 0.00027362385088386566 0.068752504723011629 0.053185905681277013 -0.08639640441641977 -0.0038163543904383077
leaf_weight=0.15877352080133178 0.098840566934085383 0.018338549838517793 0.065103889763122424 0.12411519233137369 0.061793998815119267 0.12675062380731106 0.077756035490892828 0.068995354387425323 0.7306339549832036 0.11424985359711515 0.63510995945034743 0.048464086619787738 0.34762145618151308 0.046275237618305431 0.21372236626461927 0.26271999145683356 0.15178825149223474 0.11272560967518064 0.35228036973421595 0.37405496917199244 0.19501999723993879 0.11789779148330115 0.14467378962956445 1.0957245177123689 2.4159391667044474 63.515567284374526 0.17582007202054217 0.14172604904501884 0.097836513582706175 1.5244185680946882
leaf_count=9 12 14 15 13 5 12 51 74 15 36 19 7 25 46 67 18 20 62 12 20 17 9 72 21 39 3514 88 172 81 68
internal_value=-1.36514e-05 -0.0166853 -0.00109454 0.0127453 0.0315239 0.00113069 -0.0393363 -0.0712021 0.000132952 -7.06004e-05 -0.00680431 -0.00390948 0.00032226 -0.00014717 -0.0250029 0.00731804 0.00228967 -0.00288516 0.000485284 0.000283546 0.00197107 -0.00257891 -0.0754994 0.000557373 0.0107349 -2.02928e-06 0.00362657 0.00749644 -0.0458362 0.00103239
internal_weight=73.6147 0.641694 0.542854 0.47775 0.390416 0.266301 0.13955 0.0873339 72.973 72.2424 3.98245 3.8682 68.26 3.67506 0.848832 2.82623 2.56351 2.41172 68.1012 67.7536 2.29899 2.10397 0.193138 67.4013 3.51166 63.8896 1.98608 1.84196 0.144112 1.66614
internal_count=4633 196 184 169 81 68 56 88 4437 4422 782 746 3640 667 86 581 563 543 3631 3606 481 464 79 3594 60 3534 455 328 127 240
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=8 12 9 12 8 14 15 3 19 5 8 6 16 2 17 0 2 16 13 5 18 9 7 2 15 19 4 12 19 3
split_gain=0.0169224 0.0546523 0.0590664 0.0524981 0.0492252 0.0335836 0.0318302 0.0306782 0.0267015 0.0963767 0.0794735 0.0822645 0.106408 0.177063 0.0968527 0.0944945 0.0638947 0.218092 0.0777588 0.172572 0.0396035 0.169438 0.115875 0.237375 0.19591 0.191157 0.326159 0.101624 0.130005 0.0993819
threshold=8.8430989333000021 208.33288250865004 205.73475031020004 74.22129117770001 9.6424751081000029 144.12207640715005 34.139075990150012 101.29303698090001 14.451165964200003 19.841254985200006 8.4434108459500017 16.425383776450001 22.664946999500003 146.87900114440004 193.58688265170002 86.264556031700025 151.08605618930002 22.604947139800004 117.55820867010002 24.082771358500001 13.037923179150001 195.13041324455003 23.032419884600003 89.519014009800017 42.33967733730001 14.351157895250003 218.45625741980004 169.21982098175002 14.251149826300002 89.614374862250017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 -1 -4 -6 20 -10 11 15 13 -13 -15 -11 -12 -18 -19 -20 21 -7 23 -22 25 26 29 -28 -29 -25
right_child=1 -3 4 -5 7 8 -8 -9 9 10 16 12 -14 14 -16 -17 17 18 19 -21 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.025053095016424162 0.0083953311973106303 -0.05683380478291248 -0.024821403025621785 -0.068202160530302758 0.091047197357794568 0.00070795579500862265 0.012313548843995444 0.016046603002129282 0.049122019297273271 -0.032540127874322734 0.0020371605306138819 0.085578811458706591 -0.0084976346583888456 0.00041984850119913684 0.047940987932136837 0.014088496892890285 -0.088302608546074968 -0.045540825536884995 0.066667825244527287 -0.019904063256300553 -0.087291151554290888 0.04610511738787517 0.00019953499008087215 -0.015422129528664653 -0.087625578669721829 0.016040498208831477 0.054387024594028367 -0.0018919566315123639 -0.10400474426819047 -0.10740811445327281
leaf_weight=0.52183319565301545 0.14824759587645431 0.21567408181954295 0.37434804660097121 0.2257077521426254 0.10081242290863202 6.5632751131620486 0.60202464838948799 0.11881630403513554 0.47361500965780479 0.73877159876917442 3.5027014804072678 0.49863618053495962 0.85474424727726717 1.1371760539732347 0.68857620108610706 1.0556241156300528 0.38033681019442145 0.3160277790702819 0.36054003005847335 0.63721555272059049 0.42216719038860517 0.93988823026302259 47.601736138921623 0.15490419444086034 0.29886572341956696 2.3356643924489617 0.27508588701311953 1.2348340086328873 0.13868413260206569 0.48580332308483776
leaf_count=36 18 39 45 30 17 624 15 40 30 42 55 38 28 26 36 50 26 30 14 41 35 17 2808 33 34 40 56 229 8 93
internal_value=-1.6756e-05 -0.00963259 -0.00314828 -0.0378365 0.00769774 0.000222997 -0.00192425 0.0504728 0.000408522 0.00502699 0.00297356 0.0120096 0.0216719 0.0327661 0.0183423 -0.005109 -0.00567426 -0.0216181 -0.00231311 0.0113788 -0.00040468 0.00639466 -0.00136821 -0.0153276 -0.00915752 -0.00408692 -0.0246219 -0.0010912 -0.0122023 -0.0851686
internal_weight=73.4023 1.78563 1.56996 0.373955 1.196 71.6167 0.976373 0.219629 71.0949 10.644 10.1704 4.97353 3.17913 2.32439 1.82575 1.7944 5.19682 1.69412 1.31378 0.997756 60.4509 7.50316 52.9477 5.34601 4.92384 4.62498 2.28931 1.6486 1.37352 0.640708
internal_count=4633 204 165 48 117 4429 60 57 4393 416 386 220 128 100 62 92 166 111 85 55 3977 641 3336 528 493 459 419 293 237 126
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=9 13 18 5 7 15 9 15 2 19 13 18 13 16 10 10 10 17 16 0 5 6 5 7 9 17 19 9 9 8
split_gain=0.0171498 0.066809 0.0725765 0.0401976 0.0806554 0.0335957 0.0275926 0.0732282 0.0540341 0.0777221 0.0285929 0.0631078 0.0611097 0.0396247 0.0466918 0.0656536 0.0482399 0.0394596 0.100395 0.0394578 0.0319367 0.0277601 0.11915 0.0498615 0.0316846 0.046879 0.0578568 0.0465169 0.0801279 0.186878
threshold=37.364870866050005 96.357027853400012 16.435318745950003 2.7155367820000005 24.021206791900003 5.1773271655500013 49.036523568350006 26.384523135650003 198.08048018110003 13.051052998800001 95.811270852950017 17.108018746400003 92.792132372400019 7.1549832685000014 87.143681840350013 82.299080289250014 103.90352982555002 222.25139668490002 17.684958644900004 93.910530954700008 11.783123780850001 11.085259005300001 14.361338546400001 24.068567769550004 66.544071737050004 166.68115439205005 13.451085274650001 179.11733629770001 177.59430306730005 5.1459841250500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 8 9 -2 12 21 13 -8 15 19 -16 -13 20 -15 -19 22 23 -12 25 26 -23 28 29 -26
right_child=6 -3 5 4 -6 -7 10 -9 -10 -11 11 17 -14 14 16 -17 -18 18 -20 -21 -22 24 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.082739812519568301 -0.10069117815690716 -0.10140949107144837 0.069317943530820519 0.055398663496250979 -0.10054161501557164 -0.087487239615588422 -0.10076036594861799 0.092900242301281855 0.03596366047170154 0.030761860059165154 -0.02363228967436834 0.062830124077772984 -0.082292896524767553 0.064572900375137854 -0.10019666562950685 0.093657272184950097 0.099397562156357533 0.016338813718888925 0.10032403772316144 -0.10043110637660545 -0.10080121370365609 -0.1011256453895335 0.001377018231262149 -0.10195901865227955 -0.055749137969227952 0.036575219951421073 0.039605215759994025 0.00018321791534066134 -0.10187846156212028 0.076343386877174332
leaf_weight=0.091663814964703216 0.094009479428335818 0.081546809144583676 0.015844864279642934 0.089864170069631655 0.05257126894321118 0.099248845290503596 0.033496847555041565 0.11649199906969443 0.22117468310034383 0.086238744470392703 0.14739887192626966 0.25955489376792584 0.13239989990080403 0.023490883972499432 0.052309767437407118 0.10219524624699261 0.015756489598061307 0.035549728156183846 0.062490936485119164 0.037833893391507445 0.067403639950498473 0.061144751954997356 1.1630703286282367 0.18116214391193353 0.30665203824618359 0.4876545703591546 0.055938583776878659 68.648617772417026 0.1176208748947829 0.16458733533363556
leaf_count=13 113 104 39 44 67 340 146 10 86 20 28 37 121 15 203 18 3 9 17 44 42 33 45 59 550 82 21 2290 14 20
internal_value=-1.81672e-05 -0.0199129 -0.000881096 0.0310851 -0.00215709 -0.0659 9.97489e-05 0.023099 0.00284286 -0.0377982 -6.53324e-05 8.28216e-05 -0.026812 0.000898739 0.0156028 0.0445725 -0.0539931 0.0385029 0.000337363 -0.0372252 -0.0603528 -0.000146081 -0.0136447 -0.0668201 0.000142212 0.0229326 -0.033889 -5.68451e-05 -0.0280431 -0.00961387
internal_weight=73.105 0.43074 0.349193 0.234099 0.142435 0.115094 72.6742 0.517915 0.401423 0.180248 72.1563 71.7588 0.397483 0.265083 0.231586 0.16352 0.0680663 0.424999 0.165444 0.0613248 0.102953 71.3338 1.49163 0.328561 69.8422 0.604738 0.117083 69.2375 0.58886 0.471239
internal_count=4633 607 503 124 111 379 4026 229 219 133 3797 3247 550 429 283 77 206 105 68 59 51 3142 132 87 3010 136 54 2874 584 570
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=9 0 6 9 6 16 4 12 9 8 14 13 9 8 15 10 16 14 10 5 7 6 16 19 7 3 10 7 9 7
split_gain=0.0165194 0.0673896 0.217479 0.0630847 0.0865745 0.0588155 0.0613139 0.183104 0.124356 0.103776 0.0886369 0.111958 0.107105 0.0721572 0.0594558 0.05822 0.202629 0.060063 0.0575385 0.12266 0.0811874 0.115083 0.0717838 0.0567232 0.0527504 0.0448925 0.0711277 0.0430282 0.0519646 0.0866306
threshold=186.70853236170004 85.732241321850012 16.465384711100004 185.98753508445003 11.755274660100001 22.764946765650006 208.25848595475003 125.34039073870001 177.59430306730005 6.2451263653500009 234.45909168080001 117.56358558635002 181.33671263215004 8.1436447804000007 27.220712026400005 65.509659264600018 18.554956610400005 180.60078875305004 61.928633034850002 21.252944829650001 22.435297587800004 16.625388449550005 22.834946602000002 14.351157895250003 22.375171215700004 94.227769014100019 61.998532946250002 22.375171215700004 190.36745536595001 23.164713644150002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 15 9 -9 12 23 13 14 24 -1 17 -17 20 -20 -4 -22 -23 -12 -8 -21 -27 -3 29 -29
right_child=1 27 18 4 -6 -7 10 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 25 21 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0058129518965093895 -0.10252933682537529 0.031363194667598931 -0.013584561157179651 0.0023610043146710391 0.065493709829229627 0.052897799414239749 -0.059183391443978876 -0.10085614852271824 -0.10819596883538754 0.10162676713345589 -0.00080457328948818196 -0.10515866591396555 0.10131554275326007 -0.10873133193702866 0.087585711624354412 -0.10442706032227277 0.095940405311721266 0.037164409554984533 0.089148298181969121 -0.10196084716166194 0.079196856065427229 -0.10241079444270895 0.035304219370084225 0.030705251974502086 0.062690217433673034 0.096891039613776417 -0.10128589949615766 -0.0022306199516328238 0.00047040026996358414 -0.036941426368333891
leaf_weight=3.4790946162461247 0.26889674481230841 0.4335333485796572 0.86354425912213606 0.50971979926362188 0.37850661453558132 0.21476837061345655 0.090050630422865985 0.04268551663267306 0.28423183178529143 0.062187891104258597 2.62164045422361 0.093018547245719563 0.21542737912386656 0.044494599103927612 0.10351071460627281 0.093050172389922525 0.22044873051345348 0.044185923651184567 0.056104497317050916 0.17543720932826545 0.2694626887277991 0.071639072382822633 0.080248258593201172 0.73049507224641264 0.058642087094995077 0.034047676902446256 0.03869112692791532 2.5606959213105251 57.798354146244421 0.99974079506944225
leaf_count=261 60 32 62 6 40 15 104 146 12 8 1225 40 9 1 16 19 13 42 5 52 14 8 37 14 51 6 40 48 2175 72
internal_value=-1.94767e-05 -0.00059431 -0.0193586 0.00392062 0.0292642 0.0012401 -0.000115665 -0.00849208 -0.0738563 0.0192123 0.00882931 0.00305909 0.0476466 0.00867847 0.0293923 -0.0018632 0.0365549 -0.0588388 -0.00528566 -0.0443869 0.00397404 0.0399599 -0.0296503 0.00606203 -0.0111183 -0.0745748 -0.00852297 -3.00756e-05 -0.000251886 -0.0119771
internal_weight=72.9366 63.6504 1.85807 9.28616 0.888226 8.39793 8.18316 4.22588 0.389105 0.104873 3.95728 3.44515 0.512125 0.296698 0.252203 3.83678 0.357685 0.137236 1.58917 0.304281 1.28489 0.42135 0.151887 3.35214 0.148693 0.248176 0.0727388 61.7923 61.3588 3.56044
internal_count=4633 2611 284 2022 46 1976 1961 501 166 154 1460 1279 181 172 171 335 74 61 224 103 121 59 45 1239 155 98 46 2327 2295 120
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=9 9 17 18 8 3 9 17 17 6 5 9 17 18 7 17 17 8 7 7 6 5 8 5 10 0 9 8 5 3
split_gain=0.0166741 0.117852 0.0888535 0.149245 0.0821882 0.105241 0.0721642 0.0665106 0.106988 0.149763 0.151519 0.116772 0.0598034 0.144485 0.255107 0.25544 0.123895 0.132515 0.0691901 0.0525277 0.0517943 0.364502 0.185809 0.169139 0.306404 0.299809 0.175985 0.13163 0.0876004 0.131466
threshold=201.65416293750005 201.40496258350001 206.35686538205002 16.922055371600006 7.7439566930000003 77.817420585800008 202.05151640955003 204.45912381470004 201.39543491635001 15.975373262050001 20.497141515850004 199.39609444495002 198.26219854015002 13.629518043050002 24.385896469550001 199.45200027940004 197.70480304825003 8.2435668022500028 25.459519683700005 28.043300357450004 14.935348962050002 18.946524085150003 8.3434888241000014 20.743195000100005 67.181880221750006 93.671258181050021 203.80256579455002 8.543332867800002 21.252944829650001 92.238309997550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -2 -6 8 12 10 11 -10 16 -14 15 -15 -1 -18 -16 -5 21 -8 -22 24 -24 -26 -25 -23 -28 -30
right_child=4 -3 3 19 6 -7 20 -9 9 -11 -12 -13 13 14 18 -17 17 -19 -20 -21 22 27 23 26 25 -27 28 -29 29 -31
leaf_value=0.00050502322267729051 0.0073599312910171411 0.034845101227319888 -0.09339069794078092 0.044337740569129099 -0.041325473826331123 0.087889349746725909 -0.002444412798976539 0.028235636541091319 -0.098765567543328062 -0.099906867789914949 0.051583175645474245 -0.0098126413566751551 -0.028211476767613833 0.085670951885842575 -0.033580905769155435 0.012387030465711896 0.001322321141923108 -0.10546768855035474 0.012313976005324502 -0.10015190752507314 0.066221553667700161 -0.095939567578372742 0.0734888400786292 -0.048314757621165355 -0.10392826886507103 0.054454404080169765 -0.028205327751930284 0.0060414660455707057 0.035434924178603749 -0.0025042204177628275
leaf_weight=39.942208721433659 0.60955235809361141 1.011347310867676 0.25923091154254407 0.16554611096216831 0.48626534958748635 0.22116629220545292 12.95471532589778 0.86545157401951556 0.20925269597137119 0.23914358796230317 0.27340135318809189 0.50069984993024264 0.70578147452033535 0.85511859124380896 0.70378759922823497 1.0717711537421335 0.23527606658353661 0.22959185857325792 0.61599210332769871 0.029669493454548501 0.44585024409025109 0.59043221758520381 0.76942759077064582 0.84566562123609212 0.25056991439589638 0.22851284214993939 0.96204520785249759 0.16109883556782734 1.1093882074346764 5.1687581370201769
leaf_count=2423 199 17 101 64 30 13 647 41 110 18 12 8 10 19 39 40 42 7 54 116 43 149 58 34 20 23 20 25 49 202
internal_value=-1.86198e-05 0.00107089 0.00034262 -0.0436603 -0.00212325 0.0287997 -0.00319482 0.000773149 0.000251727 -0.028932 -0.0116715 -0.0360308 0.001056 0.0127959 0.0217104 0.0449091 -9.23519e-05 -0.0514198 -0.01216 0.0223777 -0.00240536 -0.00637222 0.00315391 0.000141522 0.0343983 -0.0283829 -0.00514795 -0.0740788 -0.000105995 0.00419987
internal_weight=72.7167 47.9133 46.9019 0.454447 24.8034 0.830719 23.9727 46.4475 45.582 1.2225 0.983354 0.709953 44.3595 3.95245 3.24667 1.92689 40.4071 0.464868 1.31978 0.195216 23.4865 13.7062 9.78022 9.33437 1.24851 0.479083 8.08586 0.751531 7.24019 6.27815
internal_count=4633 3121 3104 281 1512 212 1300 2823 2782 148 130 118 2634 162 152 59 2472 49 93 180 1270 821 449 406 101 43 305 174 271 251
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=12 2 12 2 17 17 2 7 19 12 6 5 2 4 4 18 12 7 3 8 7 18 5 3 3 17 13 16 6 2
split_gain=0.0166515 0.190088 0.0950629 0.0710633 0.177969 0.0444689 0.129893 0.104352 0.136726 0.074741 0.0769752 0.212928 0.202518 0.064683 0.0586762 0.0581261 0.0570453 0.0484221 0.19464 0.301954 0.114684 0.110389 0.108225 0.134087 0.0823068 0.173504 0.168288 0.0869255 0.201059 0.162983
threshold=148.96091148645004 129.01927736685002 146.06315430690003 121.36426933400001 188.85216786605002 183.32030055335002 145.83272221200002 23.365573965200003 10.550851274900003 158.10685693470003 16.475384944750001 18.513175162200003 134.46474107450004 278.29044475435006 241.58130306185004 18.324911823050005 194.34319615655002 23.960918281000001 91.496295553550013 8.4434108459500017 23.853977146050003 13.679220276500002 20.389142059250002 83.866451379300017 92.316275283350009 197.38773738110004 117.55283175385001 22.534947303500005 16.405383309150004 162.11899991435004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 14 13 10 11 12 -7 -9 -8 -15 -16 18 19 20 22 -19 23 -11 -20 27 -27 29 -29 -26
right_child=1 5 3 4 -6 9 7 8 -10 17 -12 -13 -14 15 16 -17 -18 21 24 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0010867658491906184 -0.055049739677650256 -0.10547665372307913 0.10499510068279704 -0.10436645286891894 0.083927323544773891 -0.10305987264885302 0.077167843691860249 0.072643103095831704 -0.092163071992969636 -0.00091121528371777112 0.0046713836011763035 0.10193948592058122 0.072669034523828932 -0.10106520778998018 -0.065944359917723697 0.083932501167576362 0.0050644694858788418 0.088333147352185559 0.016585124675317583 -0.087593419281757748 0.068295109400651241 0.0029293847282761678 0.0065324800525286735 -0.11157424624140362 -0.0070131223879477305 -0.09785010343012096 -0.010432235676283977 -0.03174877756854759 0.0016911268268839878 0.048225569632386028
leaf_weight=32.038705265555137 0.64928528576274303 0.14576630969759152 0.15063580777496 0.078782193232655118 0.13833990542389074 0.135446928786222 0.10330847089017003 0.099832073910533725 0.28803477765904972 0.21803917951183682 1.034001308493316 0.33956166729331017 0.12713910574802867 0.058254454480220375 0.12319319690988084 0.023973307221922369 1.3855959397205877 0.15297367177117749 2.4409394211834323 0.678136208327487 0.18111415046678292 14.221155510565039 0.72158956447674427 0.21993474221744691 1.1774607367115106 0.36656448730781299 0.5515954142465489 2.1342281595527757 11.413577262207125 0.97763139123946974
leaf_count=1732 30 41 2 21 32 25 51 28 51 78 5 10 36 64 70 76 237 6 23 24 12 1442 27 65 12 31 33 55 278 36
internal_value=-1.74765e-05 -0.00138329 0.00166704 0.05222 0.0156054 -0.000497081 -0.0142188 -0.00783017 -0.0492867 0.000327144 0.0212236 0.0496467 -0.0179753 0.0185475 0.00425874 -0.0471296 -0.000733428 -0.000637169 -0.00368879 -0.0332151 -0.00570962 0.00383828 -0.0172685 -0.0564822 -0.000561727 -0.00307988 -0.0453328 -0.000609325 -0.00357677 0.0180452
internal_weight=72.3748 39.9683 32.4065 0.367758 0.217122 39.319 2.22796 2.08219 0.470095 37.0911 1.63615 0.602148 0.262586 0.18206 1.6121 0.0822278 1.50879 35.4549 21.0808 2.01881 1.34068 14.3741 1.15956 0.437974 19.062 16.6211 0.91816 15.7029 13.5478 2.15509
internal_count=4633 2846 1787 55 53 2816 618 577 219 2198 76 71 61 168 358 140 307 2122 674 206 182 1448 170 143 468 445 64 381 333 48
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=17 17 12 14 17 17 17 5 6 13 9 14 16 16 16 2 15 19 12 6 9 4 7 10 13 6 2 16 17 7
split_gain=0.017799 0.0747132 0.0548537 0.0829432 0.0605239 0.0640764 0.0489305 0.0977751 0.0997964 0.0498961 0.0467959 0.0454374 0.0444438 0.040134 0.0964621 0.0825784 0.0803314 0.171953 0.0878096 0.0856802 0.0751424 0.0606606 0.0523837 0.0557589 0.0517532 0.0656047 0.0426046 0.0360933 0.0616743 0.0459813
threshold=174.72950843050003 173.77968723070003 66.834523482800009 164.00076642740001 172.68891404560003 162.04221493815001 179.03071761140004 16.546942136250003 15.400359826950002 116.60111757565001 58.084576609100004 144.12207640715005 18.634956423400002 14.184966829400002 9.7049773055000017 203.29256851545003 20.538897842700003 12.250988447150002 176.29076601355004 12.525292651450002 194.29956510785004 314.71948599205001 24.573979631000004 82.299080289250014 95.811270852950017 6.5151522255000005 283.83865810395008 19.304954856600002 171.19957438235002 18.276616214250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 -2 -9 -10 -5 -8 -3 14 24 -16 17 19 -19 -15 -20 -17 23 26 25 -13 -23 28 -7 -29
right_child=6 12 3 4 -6 27 11 8 9 -11 -12 13 -14 16 15 21 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.054681855467819063 0.0028901904486366326 0.0083591774001765453 0.082445347813669051 0.047871581492393081 -0.060339694414662887 0.0086758913611971189 -0.034986308631849247 -0.098460352436815335 0.087176417197363576 -0.037287070492268912 -0.1011520782605933 0.030573094789354965 0.092474173828278772 0.082988791701669562 -0.095342397705310666 0.084500429936584076 1.7509517045387771e-05 0.060215417708234721 0.0096941984495848826 0.0089450474304529539 -0.10239142987255188 -0.10280468911148587 -0.090011447532324124 0.056955841104557405 0.10028261176260499 -0.10088348440139244 0.013075558568949661 0.015612341604619743 0.074535644004004531 -0.08389181275334151
leaf_weight=0.15726062484008441 0.60893467625800102 0.10508951143992806 0.13502108785105127 0.027554211662050743 0.1467162599591062 1.8066631893816381 0.36961933656129886 0.25399864513747161 0.049590437459073655 0.091897703681752319 0.089564331066412706 0.17457040604767726 0.15615193761186674 0.44465913522571898 0.20737990933139372 0.051179636815504637 65.810990335068141 0.080824908553040586 0.09688426668435568 0.24097246897872537 0.15630931664054515 0.065471145325545876 0.10664002310340948 0.087885755201568827 0.070484470051653147 0.048514298125610367 0.061559870573887565 0.096589997358023427 0.15433495585568824 0.089447133927478717
leaf_count=22 66 33 73 57 32 361 26 43 22 98 306 274 19 55 284 13 2339 24 29 32 25 17 160 12 11 76 23 19 53 29
internal_value=-1.78859e-05 0.00756973 0.0026344 0.00617484 0.0019033 0.00593662 -0.000343497 -0.0222539 -0.0609686 0.00633637 -0.0660916 -2.02114e-05 0.0586373 0.00017068 -0.0211234 -0.0447607 0.00044906 0.0283025 -0.0305331 0.0569653 -0.059502 -0.0166185 -0.0327128 -0.00428168 0.0255859 0.00198519 -0.0466485 0.00986569 0.0138592 -0.0322295
internal_weight=72.0428 2.96439 2.70315 2.54589 2.41087 2.26415 69.0784 1.00442 0.395487 0.141488 0.117119 68.0739 0.261241 67.7043 0.873686 0.580116 66.8306 1.01965 0.334018 0.685632 0.253194 0.372736 0.321557 0.214917 0.293569 0.223085 0.127031 2.14704 1.961 0.186037
internal_count=4633 1004 952 930 857 825 3629 229 163 120 363 3400 52 3374 870 509 2504 165 78 87 54 225 212 52 361 350 40 462 414 48
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=9 13 18 5 7 15 9 5 15 17 15 2 13 12 18 7 10 10 0 7 5 7 19 15 9 3 6 14 7 13
split_gain=0.0196345 0.0573511 0.0610476 0.0323693 0.0667111 0.0285205 0.0272665 0.0621669 0.0477877 0.0398245 0.0281139 0.0381302 0.0195919 0.0933442 0.106345 0.0644786 0.0506773 0.0477269 0.123151 0.0392385 0.0292977 0.057401 0.0659308 0.0302133 0.0527612 0.0265096 0.0232771 0.1532 0.0829073 0.136609
threshold=37.364870866050005 96.357027853400012 16.435318745950003 2.7155367820000005 24.021206791900003 5.1773271655500013 43.730860148300003 9.1899936892500005 12.38011581135 181.31611693365002 12.074057039900003 352.4057119696501 97.873318238950006 247.65401887280004 17.370891598500005 27.973342028250006 83.75622459600001 80.677940036650014 96.741477366050006 29.467962229850006 13.252098438300001 25.487785026200005 12.551012654050002 26.135540888150004 194.82237869650001 70.136495707100025 13.665319288000001 278.00273168625006 25.290974689350005 105.40368946235002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 8 10 -10 11 -2 13 14 25 17 -16 18 -15 -18 21 -14 -23 24 -24 -8 27 -22 29 -29
right_child=6 -3 5 4 -6 -7 12 -9 9 -11 -12 -13 20 15 16 -17 19 -19 -20 -21 26 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.077757935429633565 -0.10036730083132868 -0.10129973330677447 0.064740088621396671 0.050699337303608233 -0.10045262750746205 -0.086095026548681772 0.012634837972647046 0.088538687264478583 0.073332836106848417 -0.10092814707186884 0.10075077504841592 0.084334865344227877 0.00033380227220572141 0.053235062847274542 0.068127162011390949 -0.10017230725958369 -0.10063324062748272 0.071647592770745311 -0.10179593582309332 0.063952042637868078 -0.00062995888512462281 0.087563733824336576 0.052583021807372447 0.058908164467318495 -0.10053968805834586 -0.10121288018076052 0.00054451170854838199 0.042012531665624707 -0.078272964419611402 -0.093068263079665633
leaf_weight=0.079955853754653528 0.023456015838745681 0.074534107420959117 0.014527418392390246 0.081481676330440678 0.045506601490160392 0.09144005156554158 0.022511837126557022 0.11297028680564836 0.016624477744699107 0.062113791934280016 0.043129557743668556 0.021350876602809876 0.69997204952778591 0.15025889009206139 0.083159718895331025 0.04238389252077468 0.045910312514365614 0.15975476459425408 0.077753317091264762 0.02116250512381157 6.6732997622748362 0.19920113985426724 0.03904931343276985 0.053343741572462022 0.053105677528947126 0.22362711246259437 61.919505889057987 0.19349023293761991 0.4146141585551959 0.1221189577045152
leaf_count=13 39 104 39 44 67 340 25 17 9 70 2 5 52 29 11 136 177 33 30 57 231 19 5 22 36 292 2546 41 113 29
internal_value=-1.77027e-05 -0.0224684 -0.00369119 0.0279158 -0.00346639 -0.0654166 0.000103998 0.0312685 -0.00754864 -0.0641354 0.0431191 -0.0123551 -1.84132e-05 -0.0153249 -0.0503336 0.0169346 0.0159667 0.0297346 0.000368707 -0.0487041 0.000161373 0.0167832 0.0501865 -0.000986369 -0.0356562 -0.0908004 -8.91114e-05 -0.00538843 -0.0488747 -0.0102544
internal_weight=71.8613 0.387446 0.312912 0.206944 0.126988 0.105967 71.4739 0.279645 0.166675 0.0787383 0.0879365 0.0448069 71.1942 0.826522 0.396371 0.430151 0.150233 0.387767 0.228012 0.0670728 70.3677 1.04467 0.3447 0.145499 0.092155 0.246139 69.323 7.40352 0.730223 0.315609
internal_count=4633 607 503 124 111 379 4026 142 125 79 46 44 3884 790 562 228 245 92 59 234 3094 134 82 63 41 317 2960 414 183 70
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=9 13 0 12 16 13 16 9 5 15 17 15 2 16 12 8 5 19 17 17 12 2 12 8 12 5 17 5 6 13
split_gain=0.0172463 0.0523123 0.0531835 0.0405583 0.024923 0.028414 0.0497493 0.0242011 0.0546211 0.0428066 0.0358517 0.0255494 0.0340279 0.0176032 0.0838076 0.101171 0.0485886 0.0564546 0.0273682 0.076487 0.0568816 0.138551 0.0680614 0.0995233 0.0502205 0.0611376 0.0475746 0.0796717 0.104115 0.0457966
threshold=37.364870866050005 96.357027853400012 113.1679565431 293.55977308740006 14.274966618900002 92.146902421150017 13.084969401650001 43.730860148300003 9.1899936892500005 12.38011581135 181.31611693365002 12.074057039900003 352.4057119696501 12.604970524100002 247.65401887280004 8.0437227585500022 23.636018850950002 10.150818999100002 174.72950843050003 173.32159167880002 183.92105421625004 186.79363985910004 66.834523482800009 7.8438787148500007 258.77736187310006 34.053606374050013 179.03071761140004 16.546942136250003 15.400359826950002 116.60111757565001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 11 -11 12 -2 14 15 -9 17 -16 19 20 22 -22 -15 -24 -23 -26 27 -20 -29 -30
right_child=7 -3 -4 -5 -6 -7 -8 13 -10 10 -12 -13 -14 18 16 -17 -18 -19 26 -21 21 24 23 -25 25 -27 -28 28 29 -31
leaf_value=0.055100137688150433 -0.10033232497631611 -0.1011779395912855 -0.10024774399287256 -0.10067348483125571 -0.03825884678757327 0.093029828393733166 -0.1004991186706939 -0.10101394879933182 0.086313183341480748 0.069693917339482853 -0.10084029681002621 0.10067882218817255 0.081589373322305689 -0.050484176919802948 -0.067366717828848108 0.043038930330238256 -0.10046942537856381 0.05529894842372865 -5.2597853173443492e-05 0.063428994485357118 -0.11042837064834227 0.029234285364743335 0.0060538642262352206 0.065595399150747316 -0.10217272796098953 0.051452973693353048 4.1896155730108225e-05 -0.1060245871567826 0.089409092968248172 -0.034035806275211161
leaf_weight=0.073794051686490003 0.021230903188551475 0.067518305405883439 0.047734705050856974 0.026987400096913916 0.043862515325599816 0.074297505809227005 0.028477838954131585 0.17645737975035913 0.10472472186665982 0.015787992326295353 0.056249356782245741 0.039051707834005356 0.0199367093591718 0.15363527336739924 0.04580786516680746 0.067367469990131212 0.030515936586681391 0.20735106740676201 0.56874630961101402 0.2447070217390318 0.13771041806103301 0.27696109617892262 1.2787459093273126 0.35969170422868035 0.075424311401675936 0.039456293979128532 67.067731446587572 0.20567279025272001 0.044917162783121967 0.090815076180660981
leaf_count=61 39 104 286 77 32 16 31 465 17 9 70 2 5 20 92 44 22 73 12 51 20 59 357 43 28 30 2426 24 20 98
internal_value=-1.9503e-05 -0.021771 -0.00360623 0.0150389 0.0292055 0.0459646 0.0117732 9.10932e-05 0.0307237 -0.00751177 -0.0634653 0.0427348 -0.012231 -1.96681e-05 -0.0182195 -0.0612129 0.0187343 0.0331032 0.000116423 0.0102537 0.00464881 -0.024146 0.0131576 0.0191252 0.00617748 -0.0494092 -0.000266283 -0.0229756 -0.0611629 0.00681517
internal_weight=71.6914 0.362672 0.295154 0.247419 0.220432 0.176569 0.102272 71.3287 0.256981 0.152257 0.0720373 0.0802193 0.0411676 71.0717 0.5275 0.243825 0.283675 0.253159 70.5442 2.56633 2.32163 0.529552 1.79207 1.63844 0.391842 0.114881 67.9779 0.910151 0.341405 0.135732
internal_count=4633 607 503 217 140 108 92 4026 142 125 79 46 44 3884 696 509 187 165 3188 608 557 137 420 400 117 58 2580 154 142 118
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=12 2 6 18 18 13 5 7 5 6 0 8 13 5 13 6 10 5 6 15 7 5 5 2 8 17 9 19 4 12
split_gain=0.0179981 0.0519207 0.0260061 0.121534 0.399178 0.187002 0.214765 0.236549 0.152215 0.285809 0.224715 0.228945 0.16759 0.35763 0.178731 0.287715 0.146617 0.141592 0.120635 0.122785 0.118114 0.0896759 0.105865 0.199769 0.196975 0.0867188 0.105205 0.211411 0.0793006 0.0764687
threshold=74.22129117770001 54.465024697200008 14.745344522600002 14.380989918050002 14.508675588850002 109.34496908160001 18.678742451450002 25.221560561650005 17.640922824350003 15.345358541850002 93.501885318850015 8.4434108459500017 113.19215266625001 21.363989181350004 113.89115178020002 15.745367888000002 70.077349628250019 26.429611911700004 14.645342186050003 38.469938489650012 23.131311951800004 20.201591378100002 21.191508333600002 105.39281967610002 8.3434888241000014 188.27285108100003 199.17419511990002 14.551174033150001 162.32075757215003 232.35148227425003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 18 8 16 -6 -7 -8 -4 10 11 -10 13 -11 20 -16 -5 -15 19 29 -14 28 23 25 -25 -23 27 -27 -17 -3
right_child=1 2 3 4 5 6 7 -9 9 12 -12 -13 14 17 15 21 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.012237343889812119 -0.027231147414789516 -0.0029349403154535635 0.052755412718854491 0.084059789429056703 -0.10230629980786432 0.046180421798201254 -0.063913761890342674 0.055947302330925763 -0.10628152347595986 0.082147953776037064 0.00025707003492507821 0.0061050749212042729 -0.11029130009243787 -0.10121305008668031 0.063123987408419943 0.060850176199019307 0.022250019074533056 0.033523918536534858 -0.084527678298768116 -0.076072462609295705 -0.018215880307275084 -0.016350481381724867 0.0016074600795439272 -0.010578591532301576 -0.063157001493208215 0.077517749119270327 0.0011893253610827804 -0.051924973309708744 0.0080657895402015938 0.018053762159635296
leaf_weight=1.1780606741349391 0.70481584779918094 22.205314547015096 0.54066814854740997 0.86346858469187215 0.20976091888769577 0.57334053027443566 0.63574237715982918 0.22219828423112631 0.65168317478719362 0.68506406447875068 0.70713510760106146 0.2511026319116354 0.23247876699656345 0.18912513542218079 0.72690986599718499 0.42591687710955628 0.69079460855573416 0.13273314320112206 0.17831768382256896 0.22160109069773071 0.34767332882620394 1.9497762573882917 28.027295792970278 1.7355844210833313 1.2087510945275424 0.50868792086839709 2.6276932023465633 0.16779456613585353 0.85794125776737928 1.8830546439503439
leaf_count=55 35 1611 7 43 68 37 44 36 61 27 20 14 35 92 39 38 6 74 106 58 14 25 1067 26 38 82 12 5 21 837
internal_value=-2.07846e-05 -0.000226019 4.72263e-05 0.00146992 0.0202701 -0.0141276 -0.00120464 -0.0328709 3.87409e-05 -0.000649165 -0.0419568 -0.0750221 0.00102076 0.0412985 -2.40717e-05 0.000811772 0.0565883 -0.045648 -0.00257697 -0.00197585 -0.0551124 -0.000395801 -0.00131629 -0.0113116 -0.0321638 0.000374007 0.010243 0.0454108 0.0255769 -0.0012942
internal_weight=71.5405 70.3624 69.6576 45.1693 3.19531 1.64104 1.43128 0.857941 41.974 41.4333 1.60992 0.902786 39.8234 1.00692 38.8165 38.2364 1.55426 0.321858 24.4883 24.31 0.580152 37.5094 36.2256 8.19829 2.94434 5.25395 3.30418 0.676482 1.28386 24.0884
internal_count=4633 4578 4543 1931 234 185 117 80 1697 1690 95 75 1595 193 1402 1353 49 166 2612 2506 49 1314 1255 188 64 124 99 87 59 2448
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=9 13 18 5 7 15 9 0 6 10 5 8 16 4 12 9 9 6 16 9 17 17 9 7 3 10 2 9 6 5
split_gain=0.0161913 0.0471495 0.049316 0.0259614 0.0542658 0.0234109 0.0206654 0.061645 0.197827 0.0531661 0.103191 0.0744354 0.0441865 0.0543683 0.119609 0.134211 0.0793499 0.12842 0.099895 0.0548811 0.0560969 0.0598472 0.0606141 0.0530992 0.0397912 0.0643645 0.0387952 0.0384337 0.048798 0.0572986
threshold=37.364870866050005 96.357027853400012 16.435318745950003 2.7155367820000005 24.021206791900003 5.1773271655500013 186.70853236170004 85.732241321850012 16.465384711100004 61.928633034850002 21.252944829650001 8.543332867800002 22.764946765650006 208.25848595475003 129.69357001785002 177.59430306730005 181.33671263215004 16.445384243750002 22.664946999500003 179.11733629770001 187.81654873955003 204.73764675200002 185.00606802455005 19.729453620400005 94.227769014100019 61.998532946250002 116.68694986600001 198.91155909545003 16.625388449550005 30.133297129900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 12 8 -8 11 -11 -10 13 14 19 26 18 -18 -15 23 -21 22 -22 -2 -12 -26 -16 -13 -29 -30
right_child=6 -3 5 4 -6 -7 7 -9 9 10 24 27 -14 16 15 -17 17 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.073783177406077413 0.019704058263841126 -0.10108964684568363 0.061224169411943932 0.045499992630210429 -0.10037124997003222 -0.083774239536336642 -0.10236003152025289 -9.2844335217146556e-06 0.055753740578803328 0.086750783152272359 -0.10176240076661708 -0.022821559198325705 0.050347690871429943 0.0064502759442532174 0.10169780836066487 -0.10817944124986863 0.077446978884339504 0.0086160678917925719 -0.10557327764966767 -0.0030135583138113124 0.016425685851892944 -0.00021306399027113581 0.087283373081288099 -0.083936719708111646 0.095863194897650897 -0.10115382421340349 -0.050084309615528039 0.068775114998945938 -0.059004321256942466 0.037306735937109661
leaf_weight=0.069804126396760036 0.075433623844791131 0.061442694564448175 0.012933794310811209 0.075717293384514051 0.038454920989352104 0.080065763264656198 0.24501931510519526 60.579650009922361 0.22182237949164108 0.048438392773618832 0.15680861352757347 0.64994738253335504 0.2069864524528392 2.1905713625069518 0.04825826734304417 0.20599503337871283 0.43522049017155928 0.71863032735564047 0.082603946328163036 3.3843712958623655 0.26192022301256646 0.49929774552583694 0.22395018138922751 0.1434254032740796 0.03099871221002104 0.035654860797876609 0.02586565320302725 0.12377106957137585 0.11689274833042873 0.1309977644123137
leaf_count=13 97 104 39 44 67 340 60 2327 18 5 52 24 15 796 1 9 56 24 3 45 16 2 29 254 6 40 68 5 60 14
internal_value=-1.88088e-05 -0.02184 -0.00425976 0.025741 -0.00363164 -0.0636088 8.54324e-05 -0.00054533 -0.0189925 -0.00551248 -0.0455687 0.00324659 0.00471014 0.00357141 -0.00322079 -0.0666579 0.0132206 0.0345784 0.0023795 0.000652004 0.00309963 0.0241004 0.0490858 -0.0482151 -0.0742506 -0.00952672 0.0487332 -0.00815432 0.0174952 -0.00810873
internal_weight=71.1809 0.338419 0.276976 0.183976 0.114172 0.0929996 70.8425 62.34 1.76035 1.51533 0.271901 1.24343 8.50253 8.29554 4.86852 0.280119 3.42703 1.15385 2.27318 4.5884 4.36954 0.985168 0.48587 0.218859 0.223462 0.0666536 0.0741239 1.02161 0.371662 0.247891
internal_count=4633 607 503 124 111 379 4026 2611 284 224 103 121 1415 1400 521 78 879 80 799 443 92 47 45 351 98 46 69 103 79 74
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=13 13 16 16 13 7 7 5 4 16 5 10 7 2 18 0 7 7 3 4 18 17 10 18 18 7 8 9 2 0
split_gain=0.0173329 0.0718967 0.0602578 0.061706 0.0659394 0.0372372 0.048889 0.0371618 0.0308857 0.0274391 0.043922 0.0345161 0.169508 0.0515299 0.0657089 0.0368983 0.159605 0.116958 0.0980284 0.0373243 0.0340762 0.120349 0.149909 0.108393 0.106128 0.0999002 0.183362 0.0867717 0.11962 0.121282
threshold=117.97223122220002 118.06363879865002 23.359945374300004 22.794946695500006 119.85415191350002 20.869210126600006 21.698399695800003 31.794087907800002 160.20223982390002 22.704946905950003 22.887221773600004 61.821094709650005 19.164717746300003 305.67240907785003 11.634276750250001 85.662341410450011 22.502236473750006 19.506002767000002 94.16862293520002 141.79569928155004 13.344136431100003 188.27285108100003 61.944763783650011 13.075178189100003 13.164254432300002 23.032419884600003 8.1436447804000007 195.34352961910002 147.79312796670004 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -6 -7 -8 -3 11 -11 12 13 14 -1 16 17 -13 -18 -17 21 23 -23 -21 -25 26 -22 28 29 -24
right_child=1 2 -4 4 5 6 7 -9 -10 10 -12 15 -14 -15 -16 19 18 -19 -20 20 25 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.069098688346954248 -0.10206069933889271 0.05619475464174372 -0.10223842811119199 0.095711053678109892 0.042486604911782459 -0.10155144965119396 -0.052552517809272004 0.10027104103028113 -0.10198438477103421 -0.0052894687717662415 0.023719886514863397 0.095905137669394097 -0.10677777950712204 -0.10064488069949745 0.044807013252032263 0.033422142480512146 -0.012444284309693437 -0.10273557125703398 0.072821790424676458 0.0024457143701417695 0.0083188729224697271 0.045750446079064727 -0.0083711227441169468 -0.047252585258054203 -0.0047360690754783344 -0.00042252658566823353 -0.059452343635155037 -0.0080756681431982946 0.0030711507939873255 0.0521809109049036
leaf_weight=0.061734330018970662 0.085345347179098918 0.015450658218469471 0.053366880281828344 0.10316389705985785 0.10868521966040134 0.061019793676678091 0.031880918715614825 0.031766005791723728 0.06139346675354318 0.91309437458403353 1.2182998792559372 0.033358426557241527 0.17417238084453857 0.036486153352221606 0.28192808797030011 0.33810413721948762 0.69052256343968565 0.26598859092605665 0.16755054216173448 7.015888712767266 0.79170963044270937 1.1740721734240631 0.44872927432879794 0.99055920599676062 1.4414557741838505 46.928046203891995 0.80531204526960209 2.4467573546571657 2.9821674184786389 1.258432062808424
leaf_count=121 12 10 15 13 10 17 36 5 78 29 29 9 113 44 50 16 74 291 27 129 279 18 26 27 27 2926 49 43 53 57
internal_value=-1.94249e-05 -0.0176693 -0.00223759 0.010673 0.029136 -0.000296525 -0.0375951 0.0237213 -0.0701801 0.000118858 0.0112922 -0.000229653 -0.0250817 0.012349 0.0243454 -2.64035e-05 -0.0177282 -0.0805996 0.00420509 0.000281132 0.000112083 0.00386017 0.012638 -0.00386059 -0.022053 -0.00125955 -0.0258554 0.00719011 0.0151554 0.0362647
internal_weight=71.0164 0.552072 0.466727 0.41336 0.336516 0.233352 0.124667 0.0636469 0.0768441 70.4644 2.13139 68.333 0.554321 0.380149 0.343662 67.7787 1.15742 0.299347 0.858073 66.6212 66.2831 17.7581 8.31016 9.4479 2.43201 48.5251 1.59702 7.13609 4.68933 1.70716
internal_count=4633 196 184 169 81 68 58 41 88 4437 58 4379 328 215 171 4051 401 300 101 3650 3634 380 197 183 54 3254 328 179 136 83
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=19 2 4 12 14 8 19 6 8 6 13 13 2 16 10 8 18 15 13 15 0 7 4 8 6 18 18 16 3 18
split_gain=0.018089 0.0671231 0.0991249 0.0190869 0.0440275 0.0345572 0.0753023 0.0564008 0.0316844 0.0367834 0.115588 0.407907 0.095877 0.129487 0.214614 0.0810881 0.188695 0.0688406 0.0665893 0.0879218 0.0690007 0.145012 0.075083 0.0636322 0.0549442 0.0391048 0.13993 0.107351 0.0907016 0.0833856
threshold=14.651182102100002 241.49325970385004 264.40103451365002 74.22129117770001 147.98468416440002 8.8430989333000021 14.451165964200003 16.605387982250004 8.7431769115000026 16.535386346650004 117.61735474900001 117.73026999045001 153.89888490650003 22.584947186600004 64.369753017350021 8.3434888241000014 13.24088655595 23.672254530550003 117.64961624655002 41.54912092575001 85.662341410450011 19.506002767000002 150.69347026435003 8.4434108459500017 16.485385178400005 13.075178189100003 12.98549864095 22.624947093000003 93.571785230250015 13.1052958007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 18 12 -12 13 14 -11 16 17 -14 20 -20 21 24 -22 -21 -6 26 27 -24 -28 -27
right_child=1 -3 -4 4 5 6 7 -9 -10 10 11 -13 15 -15 -16 -17 -18 -19 19 23 22 -23 25 -25 -26 29 28 -29 -30 -31
leaf_value=0.012556737823593053 0.002947685440451616 -0.019641215629942411 0.061209696019107751 -0.022762483007394283 0.046474583223261458 -0.002241420823196272 -0.10554583563909592 -0.021428512738817365 0.009853349963445425 0.094374343958306753 -0.096935604270395978 -0.00091709419872133444 -0.10075479227202955 0.0039931657477516019 -0.1026462022192699 -0.006854513778862756 -0.10963028163532734 0.063475501215645283 0.003871141878639895 0.016369660114871298 0.068015087098731192 -0.10191465893448481 0.017187217706321183 0.072717933712566241 -0.044426820529424434 -0.060009794061305716 0.098643175565219371 -0.022991372050293831 0.022687501438802056 -0.0005105921407804584
leaf_weight=1.1386188236747319 0.90362550910503958 0.55354236974380899 0.43144831043900922 0.87675195989413524 0.16288933153464213 0.93813845869607237 0.14148761809337884 0.18255941757524852 3.1749025898388927 0.34845680268949619 0.59492516510817983 1.7261356546716795 0.032040202141338958 3.5108218765817583 0.065715525549421727 2.0529311419941223 0.25032355870104084 0.12548637434440479 1.7806579709749706 0.41256341215921555 0.16252759640337799 0.20380309960479082 1.5763778255532086 0.3897203971791896 0.11236125210780301 0.23673122097716159 0.25191590086615168 1.1502111330628393 0.41821208024339285 46.891786369702189
leaf_count=51 47 10 23 32 33 87 16 42 64 245 34 111 57 32 10 14 14 45 43 25 10 219 46 17 26 12 15 11 40 3202
internal_value=-1.84885e-05 0.00963678 0.0217759 -0.000283114 -0.000498838 -0.000207036 -0.0165967 -0.0581564 0.000108161 -0.000387224 -0.00641691 -0.0255282 0.000529528 0.0102317 0.0631137 -0.0149456 -0.0556723 0.0300718 0.000589516 0.0162553 -0.000201303 -0.0379752 0.000155701 0.0437416 0.00936732 -6.25862e-05 0.0103001 0.000237886 0.0512409 -0.000809463
internal_weight=70.7977 1.88862 1.33507 68.9091 67.7704 66.8937 1.26219 0.324047 65.6315 62.4566 8.70684 2.32106 6.38578 3.92499 0.414172 2.46078 0.40785 0.157527 53.7498 2.58294 51.1668 0.479054 50.6878 0.802284 0.275251 50.5252 3.39672 2.72659 0.670128 47.1285
internal_count=4633 80 70 4553 4502 4470 145 58 4325 4261 562 145 417 287 255 130 116 102 3699 85 3614 278 3336 42 59 3326 112 57 55 3214
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=13 12 7 10 3 10 7 14 16 12 19 2 12 19 10 10 18 8 15 5 5 9 0 5 19 17 19 9 8 12
split_gain=0.0166828 0.0495027 0.0518784 0.0421107 0.0567997 0.10096 0.0476864 0.0494739 0.0627457 0.0396019 0.0371384 0.03459 0.0341795 0.0415613 0.037043 0.027528 0.0256889 0.029599 0.069768 0.0531268 0.0242596 0.0787945 0.0309416 0.02633 0.0627924 0.024113 0.0309229 0.0213008 0.0659632 0.0415216
threshold=97.873318238950006 216.20511703005005 25.860263408900003 70.311245485600026 83.613736315050019 78.290589216800015 24.103872582350004 316.16904661820007 9.7049773055000017 194.34319615655002 12.651020723000002 145.83272221200002 279.38363401210006 9.4507625164000029 91.23013819865001 103.90352982555002 16.622853636350005 8.0437227585500022 20.734744936600006 15.188638235750002 13.252098438300001 202.05151640955003 102.21786657775002 11.926356180100003 13.051052998800001 190.78889055330004 13.551093343600002 223.65407503400004 8.6432548896500023 316.7844411196001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 12 11 -1 -4 -9 -14 -15 -16 20 18 -18 -19 21 23 27 24 -2 -13 -27 29 -29 -22
right_child=16 3 9 4 -6 6 7 8 -10 -11 -12 25 13 14 15 -17 17 19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10065607854919806 -0.10087369978280919 -0.07376483891856879 -0.065925652815419233 -0.10213696273401998 0.077444886453605602 0.054651318724604596 0.065896233073282018 -0.10059638904933332 -0.086942878359702616 -0.10042450186154123 0.053425806157367944 0.073593358102789025 -0.10043459450978541 0.090255455238273025 -0.10018427551358533 0.087482318421193681 0.076336122235004925 -0.056625088423864357 0.0089518725292389283 0.029042459081283212 3.9667394405629458e-05 0.096563481011646135 -0.022502098116855326 0.014507056939172451 0.021987572312157179 -0.067478090363183654 0.10054686049527926 0.069829332194934285 -0.0062945863007615819 -0.022320339174665166
leaf_weight=0.14597422457229814 0.07161737696446735 0.066577375819520057 0.042827291912274745 0.086858328066227841 0.10469958413159475 0.18777317435160512 0.071229746320341292 0.023142288137933065 0.10757960908108544 0.038558692816536677 0.017520569514090312 0.076230554603171186 0.020517257605661143 0.082294974010437727 0.02204029361018911 0.012111427953641396 0.19687750819139072 0.14222837604029337 0.69984421160188504 0.14742637572271633 65.322860723944757 0.10721770385862328 0.62170496705220912 0.66400995964067988 0.099243002652656287 0.035195753701373178 0.015901578590273857 0.17563010505546017 0.32350047412182903 0.8411764365110902
leaf_count=307 114 41 211 46 14 35 23 61 212 87 23 51 126 20 69 7 21 25 72 19 2525 14 53 20 36 90 1 20 38 252
internal_value=-1.81427e-05 -0.0119271 -0.0419625 0.00231748 0.00936988 -0.00224687 0.0142264 -0.00817067 -0.0278795 -0.00891977 -0.0841442 0.011816 0.0118068 0.0307991 0.0539218 -0.033631 0.000180364 0.0147691 0.0237463 -0.0130226 -7.33148e-05 0.0158626 -0.000296441 0.00549862 -0.0295106 0.0379648 -0.0151884 -8.93496e-05 0.0204913 -0.000244607
internal_weight=70.5704 1.15703 0.372209 0.784824 0.718247 0.613547 0.526689 0.338916 0.267686 0.208714 0.163495 0.170155 0.160106 0.136964 0.116447 0.0341517 69.4133 1.18638 0.896722 0.289655 68.227 0.942088 67.2849 0.83487 0.17086 0.127328 0.0510973 66.6632 0.499131 66.164
internal_count=4633 1424 770 654 613 599 553 518 495 440 330 353 283 222 96 76 3209 137 93 44 3072 184 2888 170 150 142 91 2835 58 2777
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=19 13 5 9 13 6 16 6 15 2 5 6 2 0 10 6 3 16 7 16 16 10 13 10 13 6 16 3 2 17
split_gain=0.0159812 0.123013 0.199172 0.14017 0.119407 0.135931 0.145169 0.121966 0.0902832 0.14699 0.21469 0.090154 0.0565903 0.167757 0.0490162 0.0450845 0.0861968 0.0895234 0.0858879 0.0685827 0.374152 0.153636 0.113983 0.0539572 0.0841817 0.0446399 0.267777 0.196159 0.203478 0.135443
threshold=14.451165964200003 115.13321943645001 20.201591378100002 197.00658341100004 116.86189801435002 16.425383776450001 22.634947069650003 16.455384477450004 41.831907381600011 226.19683278270003 23.605484525250002 16.285380505300001 134.46474107450004 86.692020874450009 62.068432857650002 16.465384711100004 93.017962855400015 22.584947186600004 23.781511574300001 22.624947093000003 22.604947139800004 62.079186690200011 117.63886241405002 61.987779113750001 117.67650082785001 16.285380505300001 22.454947490600002 88.813214339350012 78.110129541750013 192.44445991605002
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 -4 6 11 -7 12 10 -10 -6 -9 -14 -13 25 17 -17 19 20 21 22 -18 24 -21 -1 27 -27 -29 -28
right_child=1 2 4 -5 5 7 -8 8 9 -11 -12 14 13 -15 -16 16 18 -19 -20 23 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0009854245786174293 0.009203406610948239 0.071838412849400471 0.050581474683788312 -0.086622428546738892 -0.013222666676537218 0.056166029892222608 -0.0028279444168560234 0.0028589261268676756 0.069799487875613436 0.08248043838054421 -0.019759880817142 -0.039926206268558778 -0.074035620832773583 0.010530385485771248 -0.10600433337266819 -0.0088138307012734993 -0.00070795351925274788 -0.0474119094059504 0.022417777603499795 -0.038700294705022266 -0.096660806814489214 -0.077036133836394585 0.07808666230119897 0.0086578986152457751 -0.00012337380301263645 -0.028084041338690458 0.00935537188200148 -0.019404223012151878 0.097508185616706294 -0.014406930544912417
leaf_weight=33.840660742506422 0.29683729819953342 0.4411793103790832 0.50357756949961086 0.31424991422682069 0.32022761247571763 0.48693659523996746 1.7141271186847005 3.7511259012317169 0.39266279852017738 0.34630583260241099 0.84082227650469576 0.17773607588605955 0.39847081875632273 0.5703343553468585 0.30473066955073591 1.8060534988198917 2.0671981725773843 0.90052365139126767 1.2977298293408228 0.73576614770354387 0.49865977199806355 0.24518956659383651 0.20148373360620997 3.7538295055028357 2.4468361316321534 0.24145489605143555 6.9966184600336856 0.18767412472516298 0.71991754810642306 3.6501276586586755
leaf_count=3048 17 47 39 29 23 22 43 84 20 31 63 25 38 16 28 48 383 12 19 27 30 64 92 49 54 14 114 6 102 46
internal_value=-1.68972e-05 0.00351129 0.00611026 -0.0400748 0.00315342 0.000586237 -0.0192627 0.00794719 0.00422012 0.0249125 0.0087501 -0.0543586 -0.00270576 -0.0242517 -0.0816618 -0.000659855 -0.00563432 -0.0216561 -0.0017786 -0.00493474 -0.0175333 -0.0018373 0.00628987 0.00053688 -0.00904173 0.000861078 0.00615847 0.0520215 0.0733327 0.00120871
internal_weight=70.449 10.8593 10.2482 0.611087 9.80706 9.30348 2.51682 6.78666 6.29972 1.57979 1.23349 0.802694 4.71993 0.968805 0.482467 59.5897 13.9533 2.70658 11.2467 9.94896 3.01253 2.51387 2.26868 6.93643 3.1826 45.6365 11.7958 1.14905 0.907592 10.6467
internal_count=4633 525 479 46 432 393 119 274 252 114 83 76 138 54 53 4108 778 60 718 699 569 539 475 130 81 3330 282 122 108 160
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=13 13 16 16 13 5 7 4 19 2 5 9 15 9 9 9 17 17 8 3 5 3 8 8 5 6 7 16 13 5
split_gain=0.0152911 0.063966 0.0544456 0.0582141 0.059316 0.0420988 0.0524208 0.0251387 0.0242583 0.0444445 0.0345279 0.0194646 0.129173 0.100428 0.0739125 0.0618072 0.0609199 0.0977001 0.0586106 0.0973706 0.0682226 0.123599 0.110114 0.0907367 0.0749903 0.16711 0.248715 0.219571 0.12988 0.338296
threshold=117.97223122220002 118.06363879865002 23.359945374300004 22.794946695500006 119.17397200655002 30.133297129900004 19.975862989550006 160.20223982390002 14.651182102100002 223.87650328090004 21.100330328400002 201.65416293750005 45.102215827400009 201.40496258350001 202.05151640955003 206.57490536735003 206.35686538205002 216.68129631285004 7.7439566930000003 77.817420585800008 21.950234501100002 92.367355987800025 8.4434108459500017 8.3434888241000014 20.872540794500004 16.415383542800004 24.227986230350002 22.644947046300004 112.67059178900001 18.946524085150003
decision_type=2 2 2 2 2 2 2 2 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 7 -5 6 -6 -3 11 10 -10 13 14 16 -13 -14 -1 -18 19 -16 24 22 23 -22 28 26 -26 -28 29 -20
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12 12 15 -15 18 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00065805160682139044 -0.10177800723464157 0.045872798450773369 -0.10208173419903024 0.10055677288356826 0.033184817651512662 0.045973116009628841 -0.10055932610115362 -0.10176417947087553 0.0072181276637363042 -0.0099304315316401763 0.042001413964913678 -0.043888326174154918 -0.082981495923996257 0.032741293485186514 0.006511914730567967 -0.0072162736195269033 -0.088015666536379211 0.017152844069976813 -0.001469293404486991 0.089568271492881435 0.063499961068253452 0.0016266952138830782 0.090267185545442871 -0.031323829780552294 -0.11996985521795256 -0.0043317558087085295 -0.064404992750209708 0.10071255480094173 0.026959050704813754 -0.082499419572525184
leaf_weight=43.516713380412938 0.076174680900293334 0.014487746957456693 0.048700516912504099 0.083934474969282746 0.054026682861149311 0.11327064177021384 0.064046899111417588 0.056555590375182874 0.61618170957080909 0.61823388934135426 0.53158782039827202 0.40360060676176246 0.29063842705136167 0.97672242726366576 0.59483428848523345 0.17103264648176264 0.19681940127088537 0.16025678261985377 13.083065134396694 0.1850651033455506 0.18740674833315951 3.0636802151439042 0.32916071054569329 0.21865062660071999 0.3585486533120269 1.8195040009593411 0.20825119547953364 0.13132059760391712 1.4360486781370116 0.53635541359051409
leaf_count=2668 12 10 15 11 5 13 52 78 9 13 35 27 58 17 199 28 160 120 675 9 26 68 27 23 6 21 56 10 86 96
internal_value=-1.20806e-05 -0.0172441 -0.0024418 0.010119 0.028546 0.00241958 -0.0393623 -0.0716568 0.000114424 0.011685 0.023328 -0.000186658 -0.00255067 0.00102654 -0.0014789 -0.0549132 0.000320508 -0.0408157 -0.000706212 0.0262207 -0.00168882 0.0104629 0.0472836 0.01244 -0.00431574 -0.0202903 -0.061883 -0.000550057 -0.00164441 -0.00466039
internal_weight=70.1449 0.511197 0.435023 0.386322 0.315279 0.231344 0.118074 0.0710433 69.6337 1.766 1.14777 67.8677 23.0172 44.8505 22.5555 0.461671 43.8738 0.357076 22.1519 0.779899 21.372 3.7989 0.735218 0.406057 17.5731 2.51762 0.69812 0.339572 15.0555 13.6194
internal_count=4633 196 184 169 81 70 57 88 4437 57 44 4380 1415 2965 1329 86 2948 280 1302 208 1094 144 76 49 950 93 72 66 857 771
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=0 19 9 5 15 2 19 0 10 7 8 12 18 9 14 15 9 19 5 16 8 18 10 18 2 16 18 13 2 17
split_gain=0.0174575 0.0412556 0.0557657 0.0335327 0.0788792 0.0618661 0.0416519 0.0498516 0.0700143 0.0295078 0.0289122 0.0593971 0.0481813 0.127132 0.0290835 0.0276941 0.0291768 0.0257503 0.0581085 0.182904 0.0573628 0.100364 0.113072 0.0971312 0.083502 0.213122 0.0629942 0.0621967 0.0565286 0.0558365
threshold=71.249517373150013 13.351077205700003 66.544071737050004 25.704065249550002 51.19990836680001 45.979371440700014 13.051052998800001 86.420486603250012 57.772276765200012 19.506002767000002 8.8430989333000021 186.40370309910003 13.154691941050002 200.15236065845002 144.12207640715005 23.884857921950005 226.58992707320002 14.451165964200003 20.201591378100002 22.584947186600004 8.4434108459500017 13.602243858600003 61.982402197500001 13.480563334700001 151.08605618930002 22.604947139800004 13.829007611650001 117.64961624655002 238.63425815445001 192.80507188075003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 -5 9 8 -8 -7 14 12 13 -12 -2 -10 -17 -16 19 -19 21 23 -23 29 -22 -26 -24 28 -27 -20
right_child=3 2 -4 4 -6 6 7 -9 15 -11 11 -13 -14 -15 17 16 -18 18 20 -21 24 22 26 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10315872413348492 -0.024968727513928535 0.046988519479958461 -0.071633082376134832 -0.10140528713184221 -0.078479170210624102 0.025379685568805366 0.069998627690348425 0.1008648984589221 0.08590353705552678 -0.078689580175833773 0.037381731080247067 -0.061875606285146462 0.0060309373740744208 -0.10374805347895449 -0.00049789201019097284 -0.075695528824768918 0.059865253542272151 -0.013638326889548417 0.0034769840978549262 0.096278239885776301 0.0039875026062455065 -0.012654142044482786 0.10142990496486393 -0.028125464547838194 -0.10365204532612633 -0.063520411425515011 0.035103492709326077 0.0134244755592211 0.007578870572132905 0.033821768900658772
leaf_weight=0.055002671340729559 0.45796804077417519 0.094106461424416921 0.068463933414932399 0.032088872976600125 0.069822139411144235 0.077134715895226691 0.1830617129670884 0.15600913856178522 0.017910553222463932 0.04212439184649952 0.11202418463653774 0.22233820754854594 0.86550727486013557 0.1483624315533234 57.26286077497943 0.080815428572350356 0.019758864771574736 0.34345823277544596 2.1066191761638029 0.27071789534238633 3.3638725860510021 0.25640321706305247 0.27774197608232498 0.74789440407039354 0.27686634502606455 0.27086485955442163 0.29559323759167455 0.67844349582446739 0.19045133213512599 0.85148555468913389
leaf_count=103 27 37 90 4 62 30 41 9 11 83 12 39 48 47 3487 119 3 22 65 40 54 21 8 13 22 30 40 25 19 22
internal_value=-1.3558e-05 -0.0282956 -0.00296708 7.47539e-05 0.0221936 0.0337376 0.0412557 0.0549747 0.0312328 -0.0113794 -0.000142822 -0.014643 -0.00531563 -0.0430308 0.000146154 -0.0286612 -0.0490632 0.000317329 0.00501823 0.0348109 0.00305414 0.0111099 0.0425473 0.00407139 -0.00458919 -0.0249551 0.0672341 -0.00583833 -0.0341675 0.0122117
internal_weight=69.8958 0.217573 0.16257 69.6782 0.678726 0.608904 0.576815 0.457556 0.301547 0.119259 68.9995 1.34823 1.12589 0.260387 67.6512 0.118485 0.100574 67.1933 9.93041 0.614176 9.31624 4.53574 0.829738 3.706 4.7805 1.41663 0.573335 1.13976 0.461316 2.9581
internal_count=4633 230 127 4403 362 300 296 183 174 113 4041 146 107 59 3895 133 122 3868 381 62 319 169 69 100 150 96 48 74 49 87
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=0 6 13 12 5 3 18 17 8 10 0 5 17 0 10 18 17 17 18 5 0 3 5 10 7 9 18 0 19 12
split_gain=0.0158688 0.0730415 0.252595 0.163302 0.0720209 0.129792 0.059843 0.204645 0.0594979 0.0837972 0.183333 0.0575798 0.0519466 0.150236 0.0949601 0.0815669 0.0496683 0.114179 0.0607021 0.278876 0.0648376 0.330857 0.112505 0.049485 0.0453737 0.177011 0.141011 0.181779 0.110368 0.0743124
threshold=86.345209775600011 16.375382608200002 117.39690118230001 121.79144674955002 20.201591378100002 93.345954747300013 13.278511569200001 189.44392401325004 8.543332867800002 62.084563606450011 89.861713010250014 23.374630421750002 198.26219854015002 85.823648898300021 62.095317438950012 13.328768336950002 188.27285108100003 189.00567661160002 13.087929333200002 24.310960779100004 85.968825637350008 93.776108048150022 21.191508333600002 62.025417527550012 23.032419884600003 195.34352961910002 13.328768336950002 86.692020874450009 14.451165964200003 138.67909474840002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 7 8 9 -2 -11 -5 14 -14 16 -16 18 -18 20 -20 21 -7 -23 -24 25 26 -8 -28 29 -29
right_child=6 4 -4 11 5 12 24 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10251782300688744 -0.0094616135394368691 0.028143080840591323 -0.10375625299387059 0.084798632908923671 -0.054499736759309025 -0.10760304067317406 0.064341264492505962 0.05063588810155141 -0.015980948978667888 0.077914833079279558 -0.00092714997547473955 -0.0038371770282333096 0.032979517771940102 -0.10624863570686274 0.080638174312508179 -0.031311140870874735 0.036679214840040199 -0.00045188721671661616 -0.10691840804276419 -0.00081733302827506475 0.023301777682497922 -0.077605214304133502 -0.0021839899501615088 0.026066717599165453 0.00049032233109807903 -0.07458404902356594 -0.11178778821704161 -0.089697233534152848 0.068318076934199334 -0.0045592963382612836
leaf_weight=0.088198633039001773 1.152325553981427 0.79290528642013924 0.29928564771330457 0.19540243689209547 0.47012656991137447 0.30733742302981593 0.2797404745324451 1.0454698854591695 1.3708779187873004 0.46354227285701177 0.81084634816943435 0.1172804951943931 0.14466316675475432 0.16694381546403747 0.25301994592860033 0.087622335087587544 0.96445554266938316 5.8597273657732103 0.32456941180862475 1.0463371743317109 0.83063711132854212 0.18653963971883047 5.0106795809003302 0.70759289607713061 44.704579807663478 0.39768229901892471 0.16568195755826298 0.1124599540737562 0.19718776550143946 1.16009704758153
leaf_count=88 11 32 52 29 16 14 16 31 21 34 23 49 45 11 65 19 25 207 16 71 16 12 518 14 2883 22 6 55 9 223
internal_value=-1.12644e-05 -0.00258267 -0.0342416 0.0176558 -0.0012904 -0.0027169 0.00087396 0.0114582 0.000672598 0.0100804 0.0277506 0.0515533 -0.00118485 -0.0416121 -0.000376212 0.0518418 -0.00154354 0.00479582 -0.00668528 -0.0259373 -0.00293779 -0.00644633 -0.00118126 0.00131182 -0.000216272 -0.0138739 -0.00126749 -0.0124899 -0.0012962 -0.0120832
internal_weight=69.7138 17.8533 0.700167 0.400882 17.1532 16.3603 51.8605 4.84306 3.79759 2.42671 1.27439 0.312683 15.8901 0.311607 15.5785 0.340642 15.2379 6.82418 8.41369 1.37091 7.04279 6.21215 5.90481 5.71827 47.0174 2.31285 1.91517 1.63543 1.46974 1.27256
internal_count=4633 1299 218 166 1081 1049 3334 120 89 68 57 78 1033 56 977 84 893 232 661 87 574 558 544 532 3214 331 309 293 287 278
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=0 19 18 5 2 3 9 6 2 8 0 9 5 12 13 19 13 6 9 17 7 13 8 10 17 18 9 15 5 7
split_gain=0.0145989 0.0381987 0.0482616 0.0295168 0.0745631 0.0744564 0.0903274 0.0626018 0.0376911 0.0401184 0.0412676 0.0289136 0.0266847 0.106983 0.0406591 0.0314847 0.036244 0.0314105 0.0662729 0.0908819 0.0674552 0.0221274 0.0439067 0.0421433 0.117083 0.132044 0.100759 0.0536221 0.0501855 0.0356691
threshold=71.249517373150013 13.351077205700003 11.890615410500002 25.704065249550002 349.18346353035002 93.292185584700022 70.238863950400017 17.215402235100004 45.979371440700014 10.441851282850001 78.252950803000019 66.544071737050004 24.453399453300005 270.40131768760006 118.06363879865002 14.651182102100002 117.61735474900001 16.715390552450003 213.52050414910005 189.44392401325004 21.207505591350003 117.69263157665002 8.543332867800002 61.987779113750001 190.92966541395 13.602243858600003 195.74493321760002 37.882159664350006 24.225659292200003 22.673598830200003
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 -5 -7 -8 -9 10 -10 -3 15 14 -14 17 -17 21 19 20 -19 23 -23 24 26 -26 27 -2 29 -25
right_child=3 2 -4 4 -6 6 7 8 9 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.10285095877287807 -0.00074302538409791951 0.062305371062333817 -0.10121703402696364 0.090827419404092224 -0.10064514678281183 0.080490040482624037 -0.10065057629559877 -0.10126708631176221 -0.072496911319273397 0.087040236293913664 0.035551224957166852 -0.043371542238020019 -0.10165183059904731 -0.0033428364937725498 0.0054515428294985161 0.035847626111379226 0.0010165713630569304 0.018360044754166315 -0.10219163753523988 0.064737070347889239 -0.10256891596052653 0.020477771734892986 -0.0031025848608742966 0.008137222435868988 -0.049702972919760384 0.0017315467211492016 0.022133273936110739 -0.031172804455597981 0.025072653772856859 -0.00065638860160034012
leaf_weight=0.049804102113866544 1.8792948329903532 0.081525596879146178 0.03755686099657396 0.15397672192193468 0.04639835529835068 0.12866309827222722 0.072306461014619572 0.02901022881269455 0.059541573891237931 0.063062493281904608 0.086998110073182033 0.037939232945973345 0.16668149699466894 1.6414297093997445 0.045017690710665192 0.52791256427735678 0.68820069113280624 0.083428066132909318 0.092706965166144073 0.11428331222850829 0.10316796796132621 1.5197416140872513 1.643681922694668 5.0841955015764304 1.1715372735634448 0.86961496183357656 1.505413790233433 0.83700753678567696 0.82064942301440069 49.742401105233611
leaf_count=103 47 28 54 18 39 23 158 4 80 7 33 45 128 49 6 34 21 24 36 14 22 28 14 468 34 24 18 16 49 3009
internal_value=-1.48252e-05 -0.0265431 -0.00233977 6.44899e-05 0.0214412 0.0309847 0.010023 -0.0191374 0.00556342 0.0203494 -0.00835058 0.0287449 -0.000135115 -0.0119717 -0.0788764 0.000193824 0.0161367 -0.000102329 -0.0282672 -0.00548963 -0.0485009 6.80214e-05 0.00822566 -0.00034881 -0.00812593 -0.0277897 0.00138131 -0.0101197 0.000526472 0.000159063
internal_weight=69.3831 0.206826 0.157022 69.1763 0.639957 0.593559 0.439582 0.310919 0.238612 0.209602 0.14654 0.119465 68.5364 1.85313 0.211699 66.6832 1.21611 65.4671 0.393586 0.300879 0.186596 65.0735 3.16342 61.9101 6.26287 2.04115 4.22172 2.7163 55.6472 54.8266
internal_count=4633 230 127 4403 362 323 305 282 124 120 113 73 4041 183 134 3858 55 3803 96 60 46 3707 42 3665 139 58 81 63 3526 3477
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=19 10 6 13 16 6 8 12 4 16 19 7 15 14 5 15 9 9 17 16 16 12 15 8 16 3 2 9 17 14
split_gain=0.0147743 0.134471 0.160168 0.113116 0.110307 0.197148 0.237292 0.10297 0.089348 0.0904336 0.225562 0.0897848 0.0831083 0.0747996 0.0630883 0.0526257 0.0586155 0.225445 0.0567116 0.0457442 0.045462 0.242972 0.275983 0.18827 0.0942137 0.316154 0.153882 0.0418914 0.150954 0.038449
threshold=12.651020723000002 72.62331947780001 14.355335410100002 104.92245545700001 15.404963976500001 13.115306437050002 8.1436447804000007 82.088033630950022 327.2007166575001 15.564963602350003 13.351077205700003 26.366329164100005 22.151858238250004 375.72122656925006 16.316541761950003 21.998656772400004 203.09362050815002 199.66502090505003 162.04221493815001 17.874958200600002 18.369957043050004 108.01934997995001 29.448090887600003 5.1459841250500009 18.664956353200004 85.667718326750006 116.68694986600001 211.24289424260004 189.00567661160002 144.12207640715005
decision_type=2 2 2 2 2 2 2 2 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 14 3 8 7 13 -7 -1 9 12 -11 -10 -3 -6 27 18 17 -17 -9 -13 21 -16 23 -23 25 -22 -27 28 -2 -26
right_child=1 2 -4 -5 5 6 -8 15 11 10 -12 19 -14 -15 20 16 -18 -19 -20 -21 24 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.10771880809556267 -0.02632857232272999 -0.024654115586558108 -0.11194193344931731 -0.10119673318038912 -0.10091882670978054 0.087920884109434785 0.012730280433492731 -0.10100680294382165 0.083672459192825316 -0.10399964057603461 -0.003971948759162609 -0.10038452439818493 0.020890756948841047 0.061683254774106966 -0.10324048380219104 -8.7232593693540978e-05 -0.0029782885874141164 -0.10993559285376941 0.0061307385770954445 0.056870666176467466 -0.10273740654994051 -0.048924946995244627 -0.10084880922985724 0.097824913330188112 -0.026985335058083173 0.090900912639199097 -0.035365208837839737 0.0059577193345523374 0.087916096007552416 0.00043178175610461507
leaf_weight=0.09185511238025057 0.18314022026242927 0.79875963837366792 0.18137617415413831 0.14535018349124573 0.17110225225042031 0.52491179310652603 2.0943473408115096 0.049895046111378849 0.18209972905879102 0.35489032822010802 0.61802965453534853 0.051042350682109827 0.80385759353885078 0.033895339647187939 0.12904231915462006 0.62207871226064559 2.3752355951655773 0.26703286281917826 5.051424956993003 0.02901224498054944 0.36188323290207236 0.10594345446763498 0.10873199689740431 0.50009134557330981 0.51661325714667228 0.19179466933110234 0.19429935875996307 0.56147331790998578 0.31387706566601992 51.625481784968372
leaf_count=35 31 41 21 37 89 139 36 190 38 144 55 58 25 36 27 60 58 21 1282 8 153 173 63 18 58 65 32 4 24 1612
internal_value=-1.47997e-05 -0.000659289 -0.0207029 -0.0151553 0.00329607 0.0204074 0.0277988 -0.00241798 -0.0107482 -0.0164093 -0.0404589 0.0448698 -0.00180924 -0.0740334 0.000498286 -0.00126178 -0.0111768 -0.0330787 0.00508285 -0.0433943 2.20367e-05 0.0230505 0.0458508 0.072171 -0.00034536 -0.0355841 0.0273583 0.0246749 0.0458194 0.000160139
internal_weight=69.2386 57.9568 3.16442 2.98304 11.2818 2.82426 2.61926 8.45752 2.83769 2.57554 0.97292 0.262154 1.60262 0.204998 54.7924 8.36567 3.26435 0.889112 5.10132 0.0800546 53.7339 0.843809 0.714767 0.606035 52.8901 0.747977 0.386094 1.05849 0.497017 52.1421
internal_count=4633 2687 427 406 1946 300 175 1646 369 265 199 104 66 125 2260 1611 139 81 1472 66 2201 281 254 191 1920 250 97 59 55 1670
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=12 12 9 9 8 9 4 19 5 8 6 5 6 5 15 0 13 16 9 6 9 2 15 9 17 12 17 16 6 7
split_gain=0.0190536 0.0334753 0.0688054 0.0573431 0.0254386 0.0542554 0.0768382 0.0289351 0.0899232 0.112715 0.0441119 0.0738923 0.0916774 0.115423 0.0757873 0.174343 0.0616431 0.106936 0.104921 0.0767798 0.0374773 0.161285 0.109848 0.0933293 0.354027 0.08798 0.112331 0.138468 0.114953 0.0742492
threshold=74.22129117770001 82.088033630950022 191.61296531520003 195.34352961910002 8.8430989333000021 226.58992707320002 229.41769445250003 14.451165964200003 20.201591378100002 8.4434108459500017 16.425383776450001 20.556063402800003 16.475384944750001 22.825270530250005 41.831907381600011 85.990333302400003 116.86189801435002 22.634947069650003 194.03220695150003 16.285380505300001 192.39832633775004 67.992056490600007 44.483611103700007 191.61296531520003 187.96055726210002 309.87588727100007 204.37664599445003 22.674946976100003 13.115306437050002 22.721067571950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 20 9 -9 16 -12 13 -13 -14 -16 -10 18 -18 -20 21 -3 23 -23 -25 29 27 -27 -28 -22
right_child=1 4 3 -5 5 -7 -8 8 10 -11 11 12 14 -15 15 -17 17 -19 19 -21 25 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.012854501192337657 0.00078944713582084945 -0.080885367400702332 -0.1066152911038057 -0.018515263094443232 -0.0099246698814093749 0.034795078357896261 -0.077844947021184274 -0.0098142116906299367 0.029070939448506184 0.084152811842077346 -0.022911722637073237 0.098888769510138849 0.00012227484290346191 0.0098711934304358262 0.0038665777359403472 0.085285435970094747 -0.10469757044263493 -0.0004308742857188599 0.024362482388442228 -0.059554677827290542 0.025839127954399185 -0.00058744909146073436 -0.077966038113171043 0.082229257130981129 -0.10907878062384156 -0.10555527892666861 -0.1012943846607875 0.036184423306577077 0.038636105046478617 0.00061378120286329548
leaf_weight=1.1309934883774975 0.56011745102386967 0.27824923270406898 0.1358347540772229 0.16198238264399833 0.92830439150679811 0.19666593409147015 0.20298374893741311 0.21684194571571325 0.39241369068622445 0.31035471103677992 0.70807486562989641 0.25766973779536773 3.8733487394347321 0.33507823306808859 0.87056411198136607 0.37684586085379124 0.21805175277205568 1.6858098463926579 0.20727134356275201 0.23003257595519244 1.1997721803841148 10.521152575644559 0.19623114722321666 0.14270793005289384 0.30025187337014358 0.28706876528053626 0.075394562222754757 0.090699911348565365 0.26525347776987473 42.531591210975108
leaf_count=55 15 17 12 44 90 28 53 38 28 22 21 11 74 31 58 15 28 42 20 26 42 2019 39 63 16 80 64 17 67 1498
internal_value=-1.80218e-05 -0.00023289 -0.0198605 -0.0586978 1.88223e-05 -0.0136837 -0.0221114 0.00029633 0.00534327 0.0455031 0.00303068 0.00755954 0.0113358 0.0485675 0.00702614 0.0284634 -0.0076083 -0.0137563 -0.048034 -0.01978 -0.000578025 -0.00568275 -0.0038078 -0.00248055 -0.0474453 0.000735612 -0.0339752 -0.0715245 0.00766573 0.00130584
internal_weight=68.8876 67.7566 0.857935 0.297817 66.8987 1.32795 1.13129 65.5707 9.68236 0.527197 9.15516 6.42158 5.71351 0.592748 5.12076 1.24741 2.73358 2.34117 0.655356 0.437304 55.8884 11.4386 11.1603 10.9641 0.44296 44.4498 0.718417 0.377769 0.340648 43.7314
internal_count=4633 4578 71 56 4507 171 143 4336 414 60 354 210 189 42 147 73 144 116 74 46 3922 2154 2137 2098 79 1768 228 97 131 1540
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=12 2 4 8 6 7 13 15 19 8 19 15 2 15 7 17 10 7 6 16 7 16 17 4 19 16 3 15 16 18
split_gain=0.0155265 0.02865 0.0241058 0.137641 0.131177 0.0210606 0.0649501 0.0198298 0.188595 0.352546 0.114645 0.10984 0.0693918 0.0871402 0.12575 0.0609104 0.0430476 0.169304 0.106321 0.105 0.221099 0.0948821 0.270665 0.157383 0.149859 0.0792266 0.144075 0.184023 0.215073 0.177069
threshold=74.22129117770001 54.465024697200008 156.40313730310001 8.3434888241000014 16.355382140900002 23.493869161500005 111.38282034450002 23.884857921950005 12.651020723000002 8.0437227585500022 12.851036860900001 23.340124910500005 112.39935172340002 20.734744936600006 25.290974689350005 162.04221493815001 75.424692849750016 24.040556609400003 13.705320222600003 17.809958352600002 24.040556609400003 18.369957043050004 192.28474763930004 195.04069921150003 12.851036860900001 18.684956306450005 85.589753040950015 34.139075990150012 18.554956610400005 14.032563378150002
decision_type=2 2 2 2 2 2 2 2 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 -1 8 11 10 -10 15 -12 -14 -15 -4 19 -18 -19 20 -9 22 23 24 -21 26 29 28 -28 -23
right_child=1 2 7 4 -6 -7 -8 16 9 -11 12 -13 13 14 -16 -17 17 18 -20 21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.071596374673496624 -0.020432754746315913 -0.048651377645255865 -0.1009417227390535 0.094695102703111281 -0.0012505099777513069 0.0013094088615873576 -0.00827215708149928 -0.0047011371272499131 0.059674299750344932 -0.11049947973530382 -0.10620222459712092 -0.093082777923495799 -0.073941962088180768 0.055029329579773648 -0.10058541912390465 0.003246082154451305 0.09852961809834665 -0.0084311263343295629 0.032921301794326417 0.10118062352017827 -0.094372700190559114 0.051911039578056588 -0.10078525034308448 0.097313157338259737 -0.10343648131961143 0.00060761033038743515 -0.088792743323911183 -0.10558794622976908 0.09906417140006149 -0.10262841565784882
leaf_weight=0.19438802404326228 0.69364931035671773 0.22696592350393885 0.056515286489639993 0.26636467268690467 0.30642766119854059 0.71731376038633243 0.21381157156429254 1.149539811751082 0.2291225973751938 0.45782699480423616 0.087715839052577849 0.12207057928753773 0.14088897207959405 0.23853337397849828 0.066379030278767459 7.8689863751087046 0.21099829842955786 1.8314757131122408 0.94131458766059939 0.059383686631916954 0.36141420949570591 0.094186908332629993 0.11736906635633204 0.4204318126733142 0.09010098198268679 50.710636356964642 0.082591361016966403 0.10048378508508904 0.23251969500961422 0.34837610676208897
leaf_count=10 35 29 277 9 37 11 34 115 103 64 36 41 77 75 39 1397 57 142 29 2 67 25 54 27 64 1548 51 19 24 135
internal_value=-2.00097e-05 -0.000214205 -4.31482e-06 0.0172528 0.0433669 0.0116285 0.0297619 -0.000213368 -0.00450199 -0.0411323 0.000510169 0.00105323 -0.0248983 -0.00890091 0.0211522 0.00250314 0.000487011 0.0121783 0.00560731 -0.000161795 -0.0261502 0.000589646 0.0375 0.0659786 -0.0221511 9.77207e-05 -0.0300329 0.0122499 0.0498264 -0.0697391
internal_weight=68.6378 67.5123 66.8186 0.799758 0.572792 1.12551 0.4082 66.0189 9.26804 1.22047 0.76264 8.04757 0.533517 0.445801 0.304912 7.9255 56.7508 2.98379 2.77279 53.767 1.51095 52.2561 0.687286 0.569916 0.149485 51.5688 0.858158 0.415595 0.315111 0.442563
internal_count=4633 4578 4543 75 46 55 44 4468 2109 394 330 1715 227 191 114 1674 2359 228 171 2131 182 1949 147 93 66 1802 254 94 75 160
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=13 12 7 10 3 10 19 7 15 5 14 16 12 10 19 7 13 15 18 7 17 14 10 12 5 18 7 8 5 9
split_gain=0.0146219 0.0419733 0.0498221 0.0368269 0.0516684 0.0891545 0.0427318 0.0405101 0.0463152 0.0625237 0.0365779 0.0462264 0.0363047 0.031304 0.0291319 0.0287527 0.0272895 0.0359826 0.025532 0.109415 0.0550188 0.0429511 0.0364189 0.0347899 0.230115 0.127127 0.164436 0.106351 0.104116 0.0968529
threshold=97.873318238950006 216.20511703005005 25.860263408900003 70.311245485600026 83.613736315050019 78.290589216800015 9.4507625164000029 24.545313225450005 12.38011581135 4.9923198389000012 316.16904661820007 7.7949817719500016 194.34319615655002 82.49264927465002 12.651020723000002 26.614251743050001 96.789869612400011 6.8054746905500005 15.534793034950003 25.487785026200005 200.68261045605001 182.72481287975003 72.04530097975001 247.98708896700003 21.363989181350004 14.122113655700002 23.131311951800004 8.543332867800002 30.475484469950004 208.17787845895003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 -5 -7 -8 9 -9 -10 -12 13 -4 -1 -15 17 -17 23 20 -20 -21 -23 -2 27 26 28 -25 -26 -27
right_child=18 3 12 4 -6 6 7 8 10 -11 11 -13 -14 15 -16 16 -18 -19 19 21 -22 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=-0.10056212582191369 0.00020292013974852467 -0.070666280976280679 -0.10088435336703012 -0.10198338497477238 0.076648265766622162 -0.10051022362627351 0.058309138770784891 -0.059671633391274674 0.038198983682107668 0.085256936470729155 0.10045187461748468 -0.10030487625163907 -0.10038488973935614 0.073829366268902422 0.04685350311018624 0.087374375196841422 0.10052669796421008 -0.10024458029519041 0.074060459469392464 0.052867496721311281 0.011570125183232744 0.021673627503933333 -0.0022640056313827811 -0.085980137468788992 -0.1036835438034967 0.074634383434072943 0.00041062199146567373 0.014241481783134551 0.012256206586734413 -0.0077741298316203649
leaf_weight=0.12917911995754028 56.047105542651295 0.063723804877895418 0.021222472743829712 0.077838104183683754 0.096279176417738199 0.030916618254764217 0.17756796908361139 0.043813359781779582 0.040132645571247849 0.092850100207215291 0.013164558447897434 0.089085539209463604 0.03480010007774581 0.071387517533025857 0.014957655643229373 0.01385486222679333 0.015321703627705574 0.038985219185718734 0.33335279475431789 0.16208652537898149 0.24403173418249935 0.72490825955173921 5.1572330587005126 0.50009487321949464 0.26560969024977588 0.36604088250425082 2.9660498404155078 0.13431934539403301 0.10934050238870441 0.23365031765456479
leaf_count=307 2279 41 24 46 14 166 38 93 20 33 1 202 87 45 23 30 1 253 20 37 41 27 265 136 68 58 146 28 69 35
internal_value=-2.16557e-05 -0.0116468 -0.0406551 0.0019385 0.00893111 -0.00260074 0.0132665 0.0209701 -0.00279016 0.0387938 -0.0427038 -0.0744577 -0.00777812 0.0122672 -0.0852642 0.0294752 -0.0169781 -0.0510502 0.000162476 0.00605838 0.0476489 0.00208538 0.00068604 -0.000481519 -0.00886621 0.000132332 -0.0074772 -0.064761 -0.069874 0.0425266
internal_weight=68.3089 1.06508 0.339709 0.725372 0.661648 0.565369 0.487531 0.456614 0.279046 0.136663 0.142383 0.10225 0.195572 0.160772 0.144137 0.139549 0.0681618 0.0528401 67.2438 6.62161 0.577385 6.04423 5.88214 60.6222 4.57511 3.94069 3.341 0.634414 0.37495 0.599691
internal_count=4633 1424 770 654 613 599 553 387 349 126 223 203 440 353 330 329 284 283 3209 390 61 329 292 2819 540 376 283 164 137 93
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=0 15 3 3 6 3 7 18 17 8 15 15 7 9 9 9 15 5 7 9 10 6 9 7 2 14 5 10 7 16
split_gain=0.0131174 0.0632756 0.181157 0.0773973 0.0639074 0.100175 0.0624328 0.043767 0.172476 0.0514321 0.0735 0.0862352 0.0446527 0.148163 0.113529 0.17191 0.112616 0.0745162 0.0523544 0.0485343 0.125542 0.147939 0.0830135 0.160924 0.0822746 0.108096 0.302496 0.170748 0.257729 0.120321
threshold=86.345209775600011 32.99104187950001 94.472418703950012 93.345954747300013 16.405383309150004 93.609423644100005 19.250086031950001 13.278511569200001 189.44392401325004 8.543332867800002 37.491361913600009 32.006846505750012 23.032419884600003 195.34352961910002 193.49750438550004 191.96565807215003 39.864684991950007 21.252944829650001 20.714163848350005 196.40176798710004 61.923256118600001 16.495385412050002 195.97407267990005 23.109894804950002 67.992056490600007 222.91179881215004 20.201591378100002 68.20618276945001 23.913271136350005 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -4 8 9 10 11 -2 13 14 15 16 17 -9 -19 20 -14 22 23 -22 -25 26 27 -26 -29 -27
right_child=7 3 6 4 -6 -7 -8 12 -10 -11 -12 -13 19 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 29 -28 28 -30 -31
leaf_value=0.087856399196865942 0.019708885325610798 -0.04118974534463303 0.0067857078044540626 -0.075322015151944199 -0.00058332733154509988 -0.0087487305328401866 -0.081026140501900601 0.0026046562150710581 0.047065269908934206 -0.015478584993580661 0.031518499353869918 -0.028568890036832013 0.10127630741297151 -0.071044226080866843 0.084597108281023972 -0.11060084242540487 0.1012086103266836 -8.9441052104064755e-05 -0.10613026144078608 0.0022620878630186 0.10184725520669453 -0.10546492629940687 -0.070493275559094223 -0.032717354539212297 -0.073053128841953516 -0.02362618143557875 0.093247132510943243 0.081576155349292689 -0.0048860904345824656 0.013951773413965566
leaf_weight=0.29093721672580741 0.73067763318522316 0.53261132829357194 0.37203914019585582 0.29176728782477113 14.821979154356539 1.0031462547497652 0.10348907994940504 1.2078561900950711 0.99000907479785372 1.3500585746951399 0.8986089911777525 0.74952327820938081 0.10801111906766792 0.37798551033847605 0.13913372624665488 0.15255629643797863 0.10398729518055905 0.077155530379968584 0.11741074473320623 34.597006873790271 0.14107211869122238 0.15058865153696466 0.1924234979196634 1.0052755564529414 0.28809084696695286 3.0189322857664251 0.3947699176496825 0.40447468229967887 2.3349473283126088 1.1871233377605674
leaf_count=30 35 21 287 19 501 67 374 247 31 21 19 14 5 22 7 3 3 16 33 1583 5 10 21 37 25 934 73 18 160 12
internal_value=-2.29166e-05 -0.00239074 0.0257023 -0.00368401 -0.00244457 -0.0237489 -0.0123248 0.000790171 0.00996183 0.000110919 0.00895851 -0.00473733 -0.000150722 -0.0141325 -0.00216886 -0.00944572 0.000798406 -0.00664684 -0.0640796 0.000543565 -0.00590101 -0.00717066 -0.00551996 -0.00409514 -0.00582622 -0.00228246 0.0109143 0.000178624 0.00788003 -0.0130201
internal_weight=68.1336 17.416 0.766465 16.6495 16.1169 1.29491 0.475528 50.7177 4.71888 3.72887 2.37881 1.4802 45.9988 2.17609 1.7981 1.65897 1.50641 1.40242 0.194566 43.8227 9.22571 9.1177 8.96711 8.77469 8.63361 7.62834 3.42228 3.02751 2.73942 4.20606
internal_count=4633 1299 691 608 587 86 661 3334 120 89 68 49 3214 331 309 302 299 296 49 2883 1300 1295 1285 1264 1259 1222 276 203 178 946
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=12 12 9 9 9 8 9 12 3 4 9 2 5 5 18 6 18 18 12 16 6 10 16 6 7 3 0 3 6 15
split_gain=0.0187121 0.0280331 0.0646024 0.0489683 0.021703 0.0203582 0.0515726 0.0439651 0.0351376 0.025569 0.0482867 0.0197245 0.0767528 0.0521974 0.0273212 0.0185115 0.125288 0.273066 0.214031 0.171696 0.154612 0.26473 0.177174 0.153572 0.150297 0.139013 0.130573 0.129817 0.137957 0.236397
threshold=74.22129117770001 82.088033630950022 191.61296531520003 195.34352961910002 192.20980299475005 8.8430989333000021 207.89602404040002 208.33288250865004 92.316275283350009 156.40313730310001 190.64005357525002 349.18346353035002 23.286780469550006 20.389142059250002 18.563642556900003 14.745344522600002 14.365787915650001 14.508675588850002 94.177001085000015 19.154955207400004 14.865347326450001 66.859265246100009 19.934953383400003 15.825369757250002 23.913271136350005 89.103567817450013 93.972365491700018 89.732667019950014 15.745367888000002 40.726271367500011
decision_type=2 2 2 2 2 2 2 2 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 9 -7 8 -8 10 -3 15 13 14 -13 -11 18 24 -17 26 -20 25 -23 -21 -18 -22 -19 -27 29 -29
right_child=1 5 3 -5 -6 6 7 -9 -10 11 -12 12 -14 -15 -16 16 17 19 20 23 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.023242562469895194 0.0010645242430350717 -0.0069080196490834776 -0.10575427016352142 -0.020704214837576035 -0.0056896375440241599 -0.062689505335956949 0.035828301473421802 -0.051492603272858178 -0.0076136816906730471 -0.0020544981413248269 0.050120709723817269 -0.068774075879766847 -0.082154829394927686 0.079466460863848676 0.043987279902026943 -0.07286845412652547 0.011356504480467414 0.060429977804249725 0.055191479010966937 -0.089981661961383186 0.051966072406901855 -0.01330113319880327 -0.10442653284773962 0.016369479227080548 0.077970856985305828 -0.049254069693555835 -0.029403860447747523 0.093499793598446748 0.00044222414312957564 -0.034410991150293883
leaf_weight=0.7172083233763249 0.55872284451197529 0.3045180360327312 0.12098535048062331 0.15369575394242929 0.4060676033841446 0.1760947604627735 0.2519277923975094 0.1695336660486646 0.7135133134681837 23.436497299245403 0.28973163382033817 0.063649601905125475 0.13375439216071783 0.077836869862949243 0.032437676078870936 0.39891032653165481 0.55183342425152593 0.38849725488580567 0.51485147493349259 0.37236809369642287 0.53398583503439923 0.46839275024103599 0.39186810913815862 0.21369833778589964 0.87694404748617671 0.51553118135779996 0.27727519079326157 0.40366309836818359 34.115372166281389 0.22503621550276875
leaf_count=29 15 28 12 44 26 37 30 37 67 2442 13 70 71 22 56 23 4 43 24 31 17 18 27 25 45 22 52 40 1244 19
internal_value=-1.60202e-05 -0.000231473 -0.0184569 -0.0581651 0.0127835 -9.76243e-07 -0.0123375 -0.00452525 0.00372232 0.000249448 0.0208968 5.77111e-05 -0.0252008 0.018599 -0.0307075 0.000179742 0.00148074 0.0223675 -9.62719e-06 -0.0117301 0.000772325 7.93624e-06 -0.0548108 -0.0512027 0.0522425 0.00132545 0.0230168 0.000558524 0.00129764 0.0477155
internal_weight=67.8544 66.7311 0.833404 0.274681 1.12328 65.8977 1.31107 1.13497 0.965441 64.5867 0.59425 63.9924 0.307679 0.173924 0.0960873 63.6847 40.2482 2.68062 37.5676 1.25184 37.1687 36.6538 0.860261 0.586066 1.42878 35.7936 0.665772 35.2596 34.7441 0.628699
internal_count=4633 4578 71 56 55 4507 171 134 97 4336 41 4295 219 148 126 4076 1634 200 1434 151 1411 1387 45 56 49 1342 95 1325 1303 59
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=12 2 9 15 19 8 15 19 2 15 7 19 5 6 7 6 2 10 19 10 10 5 9 7 13 2 10 5 2 19
split_gain=0.0153109 0.0234855 0.0178976 0.0168962 0.169253 0.318187 0.0985016 0.0966998 0.0629936 0.0748803 0.109346 0.0449339 0.0422926 0.298593 0.129586 0.134454 0.0648781 0.0611666 0.440104 0.335635 0.159343 0.173132 0.148912 0.143163 0.122787 0.220637 0.136303 0.117789 0.099192 0.186875
threshold=74.22129117770001 54.465024697200008 192.20980299475005 23.884857921950005 12.651020723000002 8.0437227585500022 23.340124910500005 12.851036860900001 112.39935172340002 20.734744936600006 25.290974689350005 13.151061067750001 17.687678651600006 14.865347326450001 23.822419043000004 14.825346391850003 136.64906039505004 66.859265246100009 13.851117550450002 66.235542959850008 68.327163385350005 19.841254985200006 194.03220695150003 23.960918281000001 113.98793627290001 133.24279810655003 62.907231794400012 19.897785533950003 100.00310400885002 13.151061067750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -3 -6 -9 -10 11 -11 13 14 15 16 -5 19 20 24 -19 28 -20 -23 25 -14 -26 -28 29 -22
right_child=1 3 -4 12 5 -7 -8 8 9 10 -12 -13 17 -15 -16 -17 -18 18 22 -21 21 23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.02121670364354758 -0.0186897135956661 0.0024757770653909775 -0.0051202105254556018 -0.11915312471283415 0.056218883955722145 -0.10959612596358702 -0.091494925438137517 -0.10529500374396594 -0.071551881625522937 0.084885086806267551 -0.10052969347246928 -0.0068169783699759999 0.0012309075976184871 0.085382354960238979 0.0054509056437301029 0.056153255341143432 -0.017278734945089847 0.064689205194860974 -0.016630288936945382 0.063424871633343538 -0.0016375964463437788 0.021548855076012816 -0.1040979776610666 -0.10301219633764468 -0.0006027140269344131 -0.10492838436297845 -0.021967722862908556 0.046124190770711636 0.0051083420276468554 -0.10396198859996107
leaf_weight=0.70764623590913689 0.68060752344899711 7.8204612362908872 0.40610256756190211 0.19890252903041616 0.21586170752399858 0.41719858982514779 0.11316116235843754 0.079845185956969544 0.12966371127519238 0.14551399838273937 0.059849108336493373 0.084441162342955067 0.52870946809434727 0.46117999008856791 7.6401079174538609 0.084581634029746056 0.091164649644269957 0.35801126225851287 0.290648418071214 0.8457002155482759 0.61913260625442479 0.13300941069610406 0.58925216189891216 0.30126329637505478 36.869937740834132 0.31090144768199934 0.32861558860167761 1.1195644513795739 5.7221597420502803 0.25077421753667295
leaf_count=29 35 1678 26 30 104 64 42 38 77 31 39 44 36 14 316 2 74 15 18 36 13 14 59 124 1202 58 23 129 154 109
internal_value=-1.42762e-05 -0.000209049 0.0116136 -1.79208e-05 -0.00402659 -0.0401927 0.00113543 0.000293977 -0.0238833 -0.00838672 0.0198745 0.0512114 0.000622549 0.00713745 0.00263514 -0.0547861 -0.0871352 -0.000521486 -0.00835354 0.00109653 -0.000387611 -0.00370345 -0.0752057 -0.0648615 -0.000249595 -0.0380791 0.000579309 0.030673 0.000325524 -0.0311354
internal_weight=67.604 66.4902 1.11375 65.8096 9.066 1.13237 7.93362 0.715175 0.499313 0.419468 0.289804 0.229955 56.7436 8.47594 8.01476 0.374649 0.290067 48.2677 8.26425 40.0034 7.38435 7.02634 0.879901 0.434273 39.1577 0.839611 38.3181 1.44818 6.59207 0.869907
internal_count=4633 4578 55 4543 2117 397 1720 333 229 191 114 75 2426 436 422 106 104 1990 506 1484 429 414 77 138 1448 94 1354 152 276 122
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=9 17 17 17 14 2 6 19 17 6 15 17 9 10 10 16 16 8 10 0 19 7 15 3 8 2 18 16 2 16
split_gain=0.01527 0.089854 0.101079 0.0951038 0.0732659 0.0713066 0.10309 0.105434 0.071756 0.0583205 0.0506621 0.210628 0.0409704 0.0363919 0.0882162 0.0468725 0.0745515 0.0467119 0.0384573 0.191583 0.0820656 0.0649164 0.0305218 0.100919 0.0418937 0.0301137 0.0606962 0.0571756 0.0433307 0.0546513
threshold=206.78020849415003 196.39284362915004 192.92322630085002 200.68261045605001 184.93271450310002 73.795394389500018 14.865347326450001 14.251149826300002 197.38773738110004 13.775321858200002 23.949961253350004 186.51219468755002 210.61272793875003 76.279622535200005 78.895492296100016 15.664963368500002 17.684958644900004 7.7439566930000003 67.031326566450005 89.711159354950013 13.851117550450002 24.930088150450004 29.171703351550004 93.394346993650018 8.8430989333000021 325.13486840910008 13.956123578150001 22.604947139800004 298.00670864630007 22.544947280100004
decision_type=2 2 2 2 2 2 2 2 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 10 5 -5 -3 8 -8 -7 -10 11 -2 -4 18 15 -15 -17 -16 19 -6 -20 -21 -12 24 -24 28 -27 -28 -1 -30
right_child=1 3 12 4 13 6 7 -9 9 -11 22 -13 -14 14 17 16 -18 -19 20 21 -22 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.00061429458586026171 0.0017470926960654815 0.080044274035943663 -0.018530562086096408 -0.077790680701190495 -0.0060191712934428362 0.013378524157371756 0.10041797074138786 0.0088980697430226918 -0.0016986570223231361 -0.10364777089349762 0.0042808553824568527 -0.099590390141762228 -0.098938756832837191 0.09885249064508872 0.05248050089047919 -0.1003945797837853 0.086070872403076357 -0.10036023623598378 -0.0014295477657701619 0.10073323871117629 -0.039223486961421125 0.021290225337586947 -0.10766240301128988 -0.0030170013525437378 -0.023345064889211443 -0.1019461902069434 -0.027181087964572616 0.1003959285206386 0.063561602505020062 -0.0085700868229168503
leaf_weight=54.292914217297508 0.63203705327322079 0.20800151675939549 0.094787462439853587 0.12578599962580472 1.9126780407386834 0.57432351169518348 0.23977411084342748 0.26499593729386106 0.11086191972208326 0.11361902369867494 1.7212613249066637 0.30364061479485827 0.1911710616768687 0.14691551669966418 0.029443230568176659 0.037421901695779525 0.050211561960168183 0.062322115761617169 2.8658571384621614 0.25105470931157459 0.71859642487834197 0.17425119942345191 0.14688635798847816 1.1199016495074827 0.098404506919905543 0.085668994912110885 0.18888098293911071 0.043155188439413905 0.24422108425665001 0.1843088562027333
leaf_count=3142 128 11 17 27 66 26 14 28 29 24 44 29 41 8 67 33 18 102 85 18 35 32 38 59 13 83 205 7 154 50
internal_value=-2.32975e-05 -0.00322504 -0.014839 0.00311954 -0.00222804 0.0256711 0.0169952 0.0523715 -0.00535935 -0.0532993 -0.0107548 -0.0311384 -0.0722856 -0.000706986 0.0318046 0.0643267 0.00644499 -0.0513208 -0.00249831 0.00747938 -0.00900632 0.0681848 -0.00457537 -0.0157415 -0.0738364 0.000686064 -0.0300121 -0.00345371 0.000864293 0.0325381
internal_weight=67.2334 12.1942 4.30809 7.88611 6.37454 1.51158 1.30357 0.50477 0.798804 0.224481 4.02213 0.935678 0.285959 6.24875 0.326314 0.234549 0.0876335 0.0917653 5.92244 2.33798 3.58445 0.425306 3.08645 1.36519 0.245291 55.0391 0.317705 0.232036 54.7214 0.42853
internal_count=4633 992 369 623 491 132 121 42 79 53 311 157 58 464 228 59 51 169 236 116 120 50 154 110 51 3641 295 212 3346 204
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=18 7 7 0 2 10 16 18 6 6 18 6 0 6 3 8 2 7 7 8 12 2 16 12 12 13 12 15 7 3
split_gain=0.0128316 0.120168 0.152332 0.118521 0.0986193 0.084194 0.0660385 0.0595577 0.259049 0.337219 0.0594075 0.115764 0.164953 0.0954147 0.122114 0.0491768 0.159613 0.0703766 0.108718 0.0680808 0.0620646 0.0571875 0.0710037 0.0533423 0.122645 0.330528 0.108211 0.0599831 0.136141 0.0954215
threshold=15.288668002700001 24.930088150450004 24.775165158000004 96.082805124100005 211.60292443180003 71.246828915000023 13.754967834900002 14.912399602950002 13.990326881750002 14.825346391850003 14.741741751300003 14.605341251450001 93.972365491700018 14.195331671650001 81.93344998355002 8.0437227585500022 111.53582144370002 23.960918281000001 23.913271136350005 7.943800736700001 324.31852928155007 100.00310400885002 18.554956610400005 133.01805689090003 126.97170174405001 117.63886241405002 138.67909474840002 37.261389050600009 23.989000783400005 91.496295553550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -3 -2 -5 -6 10 -9 -10 15 13 -13 14 -12 16 19 18 20 21 -18 22 -1 24 -17 -26 -25 28 29 -28
right_child=1 3 -4 5 6 -7 -8 8 9 -11 11 12 -14 -15 -16 23 17 -19 -20 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.10091709417764294 -0.10214848559073963 -0.075239919371980615 0.086996467439236003 0.061182839664818078 -0.01758939447410238 0.00051944070719950667 0.08608248904962007 0.0041721315002521435 -0.10823539356357055 0.02395330947227247 -0.10215069370793613 0.039225287143993572 -0.1027056677642495 0.085826932563383779 0.070156294062992453 0.0024123973807184118 0.0011814454043343565 -0.072340462523183463 0.10187775658839587 -0.10403200906342061 -0.10058802311509395 -0.10125024438271515 0.055462846002568469 -0.044130089408657168 0.090050261763231179 -0.013149532091859546 -0.042394673152222555 0.0015432652441157021 0.0060647836427733899 -0.010955827761446742
leaf_weight=0.040865434608622464 0.080850674141401124 0.2032394525831468 0.3720776412064879 0.23390939802629773 0.15088657481419432 10.443157368794521 0.10365234476921614 2.1252423137575529 0.54396757440713361 0.29909624988795258 0.073812217895464438 0.19896469782179338 0.13915613957942696 0.34903205808950588 0.092892472088351496 17.347527027696177 1.5736066492823395 0.13100181073423289 0.10585282742977131 0.24194889288628474 0.062297479005568479 0.06834285727546785 0.10029233337991172 0.60328996071530383 0.58049286005552747 0.66688631214492489 1.2912462926469759 21.174772070891038 3.8172743746981723 3.8258334526835824
leaf_count=78 83 65 26 7 42 1453 37 158 108 29 24 29 27 10 31 508 611 44 2 25 94 145 27 37 76 14 35 657 102 49
internal_value=-2.12647e-05 0.00300519 0.0429409 0.000408456 -0.00593377 0.00184843 0.0246275 -0.000653681 -0.0144343 -0.0613384 0.00012568 0.0262874 -0.0191875 0.0561011 -0.00613647 -0.00030697 -0.0145218 -0.00165528 0.00366113 -0.0678961 -0.00269408 -0.0261634 0.0101906 0.000363075 0.00459015 0.0348766 -0.00219622 -0.001356 -0.00822737 -0.0188891
internal_weight=67.0415 11.5878 0.707467 10.8803 0.33539 10.6771 0.254539 55.4537 2.96831 0.843064 52.4854 0.853858 0.338121 0.515737 0.166705 51.6315 2.32421 1.87276 1.74176 0.45145 1.6359 0.209501 0.141158 49.3073 18.5949 1.24738 30.7124 30.1091 8.93435 5.11708
internal_count=4633 1713 188 1525 162 1460 79 2920 295 137 2625 121 56 65 55 2504 1026 751 707 275 705 250 105 1478 598 90 880 843 186 84
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=9 17 17 17 9 4 12 12 2 14 9 9 9 15 19 15 17 10 15 15 6 5 17 17 2 5 6 19 9 18
split_gain=0.0128722 0.0725729 0.0889035 0.0814967 0.0641907 0.067282 0.0556582 0.0562853 0.125445 0.0462971 0.0410017 0.039013 0.0613172 0.0826743 0.103489 0.0389692 0.185944 0.0273584 0.136 0.216824 0.263001 0.178559 0.147579 0.119245 0.112263 0.0972241 0.0860319 0.205646 0.0777142 0.0726159
threshold=206.78020849415003 196.39284362915004 192.92322630085002 200.68261045605001 211.24289424260004 201.80971861865004 217.08460102575 219.88098848225005 233.38240125640002 191.59393012095003 210.61272793875003 214.52351813370004 208.17787845895003 32.548041893900006 14.251149826300002 23.949961253350004 186.51219468755002 62.186725015400008 37.408632939650005 38.469938489650012 15.785368822600002 20.971847224900007 191.86029796145002 190.78889055330004 154.46567853970001 22.533652790000001 16.165377701450002 14.351157895250003 198.91155909545003 13.781134552700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 15 4 5 -3 -6 -8 -9 -5 -4 12 -11 -14 -15 16 -2 29 21 -20 24 26 23 25 -21 -23 -19 -28 -22 -1
right_child=1 3 10 9 6 -7 7 8 -10 11 -12 -13 13 14 -16 -17 -18 18 19 20 28 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0003585318738760595 0.0017526772826262445 0.094040452152475112 -0.015690428257740269 -0.060134976841717439 -0.0041368247011198869 0.017362953408693722 0.10097566413233615 -0.093215899175586259 0.0964973918126147 0.0056515547432782892 -0.097829382061329934 0.0052188434534083611 -0.0060317660264227711 -0.10666812236808365 -0.011737253865404303 -0.0043888876848759981 -0.097473411351766723 0.0014203172054954654 0.08570281227570202 0.002119054099100153 0.016796787959226171 -0.10280654822225702 -0.099137476106398198 0.10193173358000614 -0.086502945269300427 0.0083973378109301125 0.089349498895696655 -0.0098545020471015529 0.085623008107530998 -0.024874904497933829
leaf_weight=29.052557868724815 0.62835357274127401 0.22533662995556347 0.09316684235818673 0.13478995276091144 0.73662979927757988 0.23252052033330983 0.11732256039977074 0.065946238981268834 0.073926580477404968 1.1114556777974942 0.17477909097215161 3.8827298970181801 0.7259767995160471 0.23476940419641323 0.22479333158116788 3.0675689045674517 0.27000951194713707 21.135634365226263 0.49966320203384285 0.28704339708201565 0.33244679703682323 0.12810566092357234 0.31563417333387633 0.079316091723740101 0.28472385408895207 0.20352794012545417 0.37393202917155477 0.47363421553745866 0.32388918654760346 1.2605665947030491
leaf_count=1187 128 16 17 32 29 39 5 27 16 34 41 286 84 26 29 154 29 1952 16 9 25 103 34 2 40 102 26 30 19 96
internal_value=-2.10862e-05 -0.00298729 -0.0135198 0.00275467 0.0241195 0.0551002 0.0098467 0.0498967 0.00705272 -0.00215703 -0.069269 -0.000892431 -0.0112226 -0.0270424 -0.0602331 -0.00975323 -0.0280704 0.000629036 0.00311868 0.0301648 0.00756876 0.001061 -0.0477128 -0.00821556 -0.0420122 -0.0345592 0.00267306 0.0339126 0.0507612 -0.00137804
internal_weight=66.7508 12.0001 4.23388 7.7662 1.45168 0.457857 0.993825 0.257195 0.139873 6.31452 0.267946 6.17973 2.297 1.18554 0.459563 3.96593 0.898363 54.7507 24.4376 1.72777 1.2281 22.7098 0.726584 0.41095 0.571767 0.331634 21.9832 0.847566 0.656336 30.3131
internal_count=4633 992 369 623 132 55 77 48 43 491 58 459 173 139 55 311 157 3641 2358 109 93 2249 241 207 49 205 2008 56 44 1283
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=19 4 12 10 10 4 4 4 6 5 17 16 6 8 15 16 3 6 13 0 5 3 18 15 13 15 2 2 5 16
split_gain=0.0122578 0.0938874 0.0920959 0.0782436 0.115878 0.0734109 0.108479 0.10396 0.0894743 0.0700904 0.0576742 0.0468462 0.142203 0.221807 0.0555521 0.0649483 0.0503174 0.0430208 0.189088 0.0980212 0.0962862 0.0891377 0.112812 0.0413168 0.0626116 0.0396984 0.17022 0.0543201 0.0385735 0.0307394
threshold=12.651020723000002 147.36370056065002 82.088033630950022 72.62331947780001 74.757955233350017 327.2007166575001 199.85350004790004 274.52314445175006 13.665319288000001 12.679739965100001 236.15709471040003 15.404963976500001 13.115306437050002 8.1436447804000007 23.241064975550003 15.614963485400002 75.357481396450012 12.410289964450003 101.03763345850001 97.491557184450016 16.632399885950004 81.699554126200013 16.884724796650001 19.314972497650004 101.66942111915002 24.212507723600002 54.465024697200008 78.110129541750013 16.316541761950003 20.179952810500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 28 -5 6 25 -8 10 -7 -9 17 16 14 15 -14 -13 18 -4 23 21 22 -21 24 -19 26 -6 -28 29 -2
right_child=3 2 11 4 5 9 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.09037147821790982 0.040147151121911979 -0.10673452425989459 0.00085631312675060278 -0.10145808517251929 0.011966971635933514 -0.073768950166590228 -0.095657022799737756 -0.10166789566322164 0.10039373943237027 0.073063802833717648 0.04433412180229046 0.052570586613247608 0.10047488632325248 0.0060977517849675391 0.098571427675850254 -0.10117948980768372 -0.10080431552349962 -0.0586284666336137 0.097185610884717666 -0.083614493033593196 -0.081141441896988589 0.0062851426537478411 0.027212272588731302 0.00029607909664336701 0.077416826689538476 0.005900005687033665 -0.11389089930372479 -0.031864396508853685 -0.00011848186429042564 0.0043061935734298685
leaf_weight=0.12178665492683904 0.42536019799444957 0.077231122268755281 4.6454427047026297 0.15298015107873597 0.54157824069261629 0.040238664339085406 0.29897007606405157 0.075948309142404469 0.05992603674530983 0.16925233030269737 0.042028299358207732 0.025429502879432575 0.031396398540892156 1.9107392631267428 0.38474539506682959 0.03250996465476419 0.1346521146260784 0.043014166046419056 0.21312235371442501 0.31434760979391263 0.28769071817077918 0.68504845909774303 0.12976162533595925 1.5918675610334956 0.15841942289580047 1.1212761310016501 0.1903343981667831 0.14020204900623412 51.90303695311934 0.54705603860202245
leaf_count=3 52 36 1305 53 2 57 134 35 14 46 23 7 4 34 43 92 116 70 13 44 35 9 23 50 62 12 22 29 2201 7
internal_value=-1.87707e-05 0.00306666 0.00206974 -0.000616227 -0.0168078 -0.0119753 -0.0167953 -0.0596398 0.000888024 0.0448604 -0.0496558 0.00286337 0.0147668 0.0209551 0.0842304 -0.00210921 -0.0764402 -0.000853512 0.00508183 -0.00983665 -0.0294957 -0.0163372 -0.0512327 0.00569553 0.0483657 -0.00654574 -0.0225472 -0.0790981 0.000251216 0.019984
internal_weight=66.4954 10.7872 10.6654 55.7082 2.83273 2.67975 2.47026 0.476873 0.177903 0.209491 0.117977 10.5882 2.51947 2.35939 0.448652 0.0639064 0.160082 8.06871 4.85857 3.21015 1.41685 1.12916 0.444109 1.7933 0.201434 1.99339 0.872115 0.330536 52.8755 0.972416
internal_count=4633 1946 1943 2687 427 374 271 206 72 103 58 1907 296 173 139 96 123 1611 1318 293 111 76 67 182 132 65 53 51 2260 59
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=18 13 17 13 0 12 19 10 9 9 16 17 15 17 16 15 12 6 12 6 7 18 13 5 0 7 19 17 7 19
split_gain=0.011577 0.12359 0.0358956 0.167851 0.0968121 0.0404671 0.0908351 0.0760956 0.0653526 0.0566223 0.0462922 0.0351657 0.156931 0.0921177 0.0341292 0.0737718 0.118551 0.0909728 0.0799842 0.153831 0.149304 0.0658552 0.0541526 0.0509432 0.046051 0.0452141 0.0434246 0.0346023 0.0330088 0.0333551
threshold=15.502113896900001 108.34217419895002 208.35751021765003 113.13031812925001 90.189704902150012 316.7844411196001 14.351157895250003 67.181880221750006 202.86134752310002 206.57490536735003 22.694946929300002 205.28496454895003 35.293770423450006 205.96542837505004 14.184966829400002 20.538897842700003 189.11492007315005 12.625294988000002 209.45123619680001 13.665319288000001 25.290974689350005 17.549283450150003 102.46520472580001 14.835543846500002 100.69082235970002 25.830248520250006 11.950964240300001 168.88575108035005 24.142338514450003 10.550851274900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 5 -4 -5 11 7 10 -8 -10 -7 -1 13 -13 23 16 22 24 25 20 -20 -22 -16 27 -18 -17 -26 -2 -29 -30
right_child=1 -3 3 4 -6 6 8 -9 9 -11 -12 12 -14 -15 15 18 17 -19 19 -21 21 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.00022845902220592842 -0.10083745783876996 0.079151749470207589 -0.10315559941589354 -0.024252713467521683 0.074993096232828349 -0.10388106185221356 0.07701732309003162 0.023074858247373167 -0.10208186382751983 0.032648819640622682 0.0088194743830717036 0.03915138378585073 0.09157933815961658 -0.058627114627998293 0.084120600888174801 -0.027391078741933098 0.078588102283297545 -0.102416915744124 0.096709340102557162 0.087867211546774071 -0.10116728307568244 0.025257781603436936 0.0093117877388434588 -0.093358040230373252 0.053385577460065226 0.00021951922684619531 -0.10050432469028539 0.061704550938888707 0.02283947131220947 -0.021198636065976471
leaf_weight=56.791187285773518 0.039334379531807739 0.21077281532052428 0.18863187450915475 0.28703347445116378 0.14947327598929405 0.22078694681988409 0.11179445364865614 0.085862423279195355 0.056740856962278485 0.069277617381885648 0.043652481457684189 0.17653304700070194 0.21933396626263857 0.21213160641491413 0.34561425023684922 0.68636824697023247 0.077277680480619892 0.089915566612035036 0.082211297631147207 0.28493401652121975 0.13891263446885205 0.058576888239258551 0.1343902692606207 0.076687321353347104 0.033157665224280208 4.3642718293413054 0.041022029312443919 0.068625235862782574 0.22927206551037216 0.68840211710721633
leaf_count=2627 228 20 34 42 24 112 20 70 21 25 14 12 9 37 61 65 15 8 11 34 79 40 9 36 15 101 29 33 380 422
internal_value=-1.9183e-05 0.00363959 -0.000496704 -0.0243311 0.00973209 -0.000239755 -0.0263377 -0.0587189 0.0213602 -0.0280148 -0.085277 2.76459e-05 0.0239496 -0.0142157 0.00150006 0.00432514 0.0344288 -0.0227388 0.000457812 0.0361527 -0.0165294 -0.0636687 0.0631758 -0.0147398 0.0245637 -0.00353269 -0.0317169 -0.00886147 -0.0051934 -0.0101961
internal_weight=66.2622 7.64975 58.6124 0.625139 0.436507 57.9873 0.588115 0.350302 0.237813 0.126018 0.264439 57.3992 0.607999 0.388665 7.43897 6.33665 0.721377 0.241373 5.61527 0.564635 0.279701 0.19749 0.480005 1.10232 0.151457 5.05064 0.0741797 1.02563 0.986299 0.917674
internal_count=4633 1586 3047 100 66 2947 262 196 66 46 126 2685 58 49 1566 467 137 67 330 164 130 119 70 1099 59 166 44 1063 835 802
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=5 10 19 10 17 17 5 8 9 5 7 7 17 13 13 7 15 18 7 18 13 10 7 9 9 4 17 9 17 17
split_gain=0.0122945 0.0327107 0.0489742 0.031735 0.0306477 0.0407635 0.026242 0.0231376 0.0228273 0.0225996 0.051848 0.0335103 0.025588 0.0220585 0.0327527 0.0396712 0.0194316 0.0165494 0.0194356 0.0115643 0.0429213 0.0554264 0.024588 0.0185706 0.0652231 0.0512279 0.0533983 0.0510296 0.10457 0.282212
threshold=11.783123780850001 84.92839234085001 13.051052998800001 90.937096262400004 195.44378352670003 196.81899330385002 7.754880527600001 5.445750190600001 24.408263180750001 13.153721664750002 26.545218975000001 25.487785026200005 238.05090660085003 83.654063187050014 92.146902421150017 24.573979631000004 23.457191196800004 16.222567477200005 29.467962229850006 16.622853636350005 100.66662623655002 76.871083323950003 26.709562027450005 201.65416293750005 201.40496258350001 143.58239362595003 191.56943241645004 204.68881850780005 195.44378352670003 204.73764675200002
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -1 -6 -5 -8 -7 10 11 -2 -12 -3 15 -15 -4 -16 -19 23 22 -22 -21 24 -11 -25 -27 28 -28 -30
right_child=9 3 16 6 5 8 7 -9 -10 19 12 -13 -14 14 17 -17 -18 18 -20 20 21 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=-0.10067111932408823 0.0017809184893421903 0.069851479627189184 0.048702390284740403 -0.10018292743172362 0.071343905090032481 0.054738181602882331 0.083075770540197907 -0.10013827655854748 -0.10030955052358979 0.00044165432485741428 -0.10085634682098372 0.068537534903976724 0.041233963907388642 0.052584960878291946 0.10025299650531812 -0.10024360020176276 -0.03542930161294864 -0.064296061847060312 0.088110306691874751 -0.042491072478827323 -0.011792409172904601 0.070641772444256193 0.0051744829379004086 0.04802066175262179 0.028199440234007046 -0.011017606911489015 0.026952711734013909 0.0032211485692688435 -0.065931713429669234 0.003090047611267634
leaf_weight=0.1125759122950275 0.12720650681785528 0.081643713062476309 0.070188107155445323 0.041151831523791316 0.030627433192421449 0.011785594208049588 0.020578962459694594 0.010364443659497624 0.048870069540498662 41.943737497011227 0.043409822324974812 0.18390745182296087 0.017899805570777971 0.027275908097180945 0.036286006681621075 0.045018737079075777 0.045088830850090744 0.018922614899565815 0.015000547451563762 0.13261798218445509 0.13171336193772731 0.2142256019578781 0.58828473287894667 0.19792839312867982 0.86394617240875859 6.0540281729114467 0.59914997201849418 11.663417695682027 0.87521149592066683 1.8331433624261988
leaf_count=219 30 46 25 362 14 11 5 173 103 2027 49 43 24 21 6 139 32 55 5 36 21 28 59 24 13 304 27 595 102 35
internal_value=-1.69186e-05 -0.0140856 -0.0362987 0.00984414 -0.0657566 -0.0226979 -0.0478669 0.0217085 -0.0701833 0.000115319 0.024679 0.0412425 -0.059372 0.0284064 0.0046616 -0.0425832 0.0157956 0.0533098 0.0030968 -2.52106e-05 0.0103005 0.0392556 -0.00359412 -0.000197253 0.00100186 -0.00261593 -0.00309262 0.000112126 -0.0108514 -0.0192145
internal_weight=66.0852 0.615379 0.319136 0.296243 0.203859 0.0912831 0.0720952 0.0309434 0.0606557 65.4698 0.372424 0.311114 0.0613096 0.224148 0.142504 0.0722946 0.115277 0.0702092 0.0339232 65.0974 1.06684 0.345939 0.720903 64.0306 42.8077 21.2229 21.025 14.9709 3.3075 2.70835
internal_count=4633 1216 404 812 347 128 540 178 114 3417 146 73 73 272 226 160 57 66 60 3271 144 49 95 3127 2040 1087 1063 759 164 137
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=8 5 10 17 16 10 18 19 7 16 16 15 15 5 5 13 4 10 17 7 9 18 10 6 0 17 19 16 8 6
split_gain=0.0117973 0.0429868 0.0323334 0.0261939 0.0231099 0.0215018 0.0155397 0.0394729 0.029697 0.0486641 0.0476147 0.026329 0.0700021 0.0152396 0.0162632 0.0141258 0.100268 0.0510822 0.082747 0.0356121 0.0168488 0.0684619 0.0315854 0.0425412 0.0216852 0.0145409 0.0138313 0.0879862 0.102524 0.198764
threshold=1.6487133604500002 8.3129063967000025 90.937096262400004 201.39543491635001 14.274966618900002 71.830224329350003 17.108018746400003 10.150818999100002 26.545218975000001 17.684958644900004 9.5099777615500027 19.077611477100003 20.343341900300004 5.3654262215500008 7.9916986750000012 96.975373223400013 333.92249592315005 80.13218303615001 173.32159167880002 19.164717746300003 54.842324361600014 13.602243858600003 74.257902021100008 11.685273024550002 95.746747857800017 184.58362717140002 12.651020723000002 15.404963976500001 8.2435668022500028 13.705320222600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -8 -9 10 -10 -12 -13 -1 -15 16 19 18 -18 -2 21 -17 -23 24 -24 -20 27 -22 29 -29
right_child=6 -3 -4 -5 5 -7 7 8 9 -11 11 12 -14 14 -16 20 17 -19 25 -21 26 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.052378947003247391 0.10032366782656472 -0.10048994856968688 -0.10019257205200907 -0.10016438420545544 0.071653430428286466 -0.10028554450959262 -0.10049492717618845 0.062865600896537158 0.078295558229504514 0.10021537706825992 -0.10075817019982365 0.064163689005104371 -0.10021513441879547 -0.10010783787636689 0.10019510188869787 -0.028729197369703186 0.097320607258509592 0.094945804398791855 -0.023828850074432549 -0.10084708827876264 -0.0022806265293069321 0.097285061290787456 0.03901348444654007 0.10038447862894831 -0.10119993092648183 -0.10113506816066341 -0.00066724472874173059 -0.018123453508185169 0.0070062501522409311 0.092804270210251366
leaf_weight=0.1332995366428652 0.0094537055120146318 0.054150976994151279 0.029207898283061695 0.018854179654681502 0.010299497982487082 0.024753389253646674 0.025751772924848093 0.14653394550987286 0.042398236373628606 0.044512170134112239 0.050293782621338323 0.055447765365897794 0.048627677287186089 0.013953479106021405 0.0057131862267851821 0.14729943988457606 0.04775902443952873 0.067226338273030706 0.047561811436025891 0.12720186398010469 7.0248514742471979 0.10886609548470005 0.017926926921063568 0.033579133450984955 0.028671270760241896 0.049815122294717185 55.043089774364404 0.25491730593785211 1.8109347814461214 0.44093431935172589
leaf_count=106 1 75 286 83 2 91 166 37 33 17 148 18 73 67 1 33 17 17 14 267 336 9 34 3 14 29 2444 47 29 136
internal_value=-1.62797e-05 -0.0201332 -0.00170143 0.0122043 0.0234724 -0.0497652 7.26232e-05 0.0193958 0.0273568 0.00579159 -0.0155687 -0.041349 -0.0126398 0.0402551 -0.0419196 -4.98311e-05 -0.0201139 0.0228826 -0.0104968 -0.0869303 5.80506e-05 0.0223817 0.0622065 0.0145763 -0.047258 -0.0633764 -5.82241e-05 0.00345873 0.0195423 0.0521672
internal_weight=65.9639 0.290232 0.236081 0.206873 0.188019 0.0350529 65.6737 0.413565 0.387814 0.24128 0.196767 0.154369 0.104075 0.152966 0.0196667 65.2601 0.349018 0.212362 0.145136 0.136656 64.9111 0.336343 0.189043 0.0801773 0.0465982 0.0973769 64.5747 9.53164 2.50679 0.695852
internal_count=4633 711 636 350 267 93 3922 492 326 289 272 239 91 174 68 3430 345 77 60 268 3085 93 60 51 48 43 2992 548 212 183
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=6 5 15 2 10 3 3 18 18 16 10 3 5 5 10 17 2 7 7 16 3 7 5 2 6 19 13 18 0 6
split_gain=0.011715 0.217787 0.0669691 0.068282 0.05246 0.292369 0.245851 0.165574 0.205179 0.189341 0.117452 0.0986 0.0737111 0.184299 0.105783 0.224037 0.0922376 0.13064 0.0805413 0.0503045 0.179266 0.0709684 0.0697558 0.0936137 0.228434 0.221774 0.0760498 0.0582327 0.056875 0.0762038
threshold=14.815346158200002 17.687678651600006 38.469938489650012 344.91334945730006 66.859265246100009 87.684061924550022 89.103567817450013 14.380989918050002 14.646070254650002 19.224955043700003 70.077349628250019 85.589753040950015 19.480650800750002 19.897785533950003 62.907231794400012 185.88129754265003 154.46567853970001 23.853977146050003 22.673598830200003 22.454947490600002 92.913112988300014 19.164717746300003 21.191508333600002 108.01392853780001 15.975373262050001 14.451165964200003 117.39690118230001 13.565012728250002 87.261973998100004 16.375382608200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 7 -3 9 -9 -6 -10 -12 -8 -14 19 -16 18 -18 -17 20 -15 -22 23 -21 -25 -26 27 -24 29 -28
right_child=1 4 3 -5 5 -7 12 8 10 -11 11 -13 13 14 15 16 17 -19 -20 22 21 -23 26 24 25 -27 28 -29 -30 -31
leaf_value=-0.0012594690261757743 0.062139229601018392 0.061794415442738095 -0.09185984636056925 0.039559483695002742 0.015971971778549955 -0.092912223222249679 0.027912667830297895 0.077906382927698581 -0.081416006174040614 -0.070749326832788839 -0.038153466673564528 0.067591989158700558 -0.056641701083889578 0.10064357457973996 -0.078313440535107581 0.023874787647273039 -0.043800257418991823 0.058040430392304991 0.089741255735772643 -0.0018602079160463518 0.0075323835368185689 -0.10195762931440484 0.0044069144917297728 3.640133839621572e-06 -0.11013540817505069 -0.021539097913885655 -0.022951179563647742 0.058747432390456038 0.023427158082969399 0.00062999185097807142
leaf_weight=24.365659987906941 0.57482120567874417 0.65492704440839489 0.15468632874717414 0.053109550441149622 0.50427642045542931 0.39426564773506445 0.92257740627974172 0.47316421312279988 0.16940831916872412 0.50277923885732889 0.16105298496768228 0.19486590474843979 0.57974676904268463 0.21647954918443701 0.17845734550215198 0.31192395533435024 0.24736945970195734 0.25664097513072193 0.45858295424841344 5.5112283048219961 0.32162968211418885 0.072553446756266737 0.39249671973721234 1.61297092307359 0.48103693127632119 0.68470133453956805 1.4591040719078652 0.39634444436524063 1.0094337018672366 22.54072996210482
leaf_count=2625 29 39 65 13 22 60 19 24 22 22 26 18 31 67 76 23 22 25 30 95 267 239 19 12 25 26 71 22 42 557
internal_value=-1.28381e-05 0.00101616 -0.00174156 -0.058271 0.000153084 -0.0141896 0.00105157 0.00128623 0.0301421 -0.0273242 -0.0128794 0.0197423 -4.95282e-06 -0.000706155 0.000190856 0.0266254 0.0413189 0.00805679 0.0630766 -0.000916065 0.0275316 -0.0126204 -0.00142568 -0.00940577 -0.0243715 -0.058098 0.00113863 0.0317097 0.000174355 -0.000803659
internal_weight=65.857 41.2836 24.5735 0.207796 40.7087 2.39981 38.3089 2.00555 0.998491 1.00706 0.525327 0.355919 37.654 36.7314 36.1517 1.45297 1.27452 0.50401 0.770507 34.6987 0.610663 0.394183 34.088 8.28994 2.77871 1.16574 25.7981 0.788841 25.0093 23.9998
internal_count=4633 1930 2703 78 1901 194 1707 134 90 44 66 44 1668 1649 1618 176 100 47 53 1442 573 506 869 158 63 51 711 41 670 628
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=12 2 17 2 7 7 4 4 12 5 12 12 6 6 5 18 7 16 8 8 16 7 2 9 0 9 3 17 5 9
split_gain=0.011397 0.143024 0.0381914 0.0969114 0.0674368 0.0764977 0.0535794 0.0391138 0.0381475 0.155275 0.0362799 0.0357532 0.0574179 0.17498 0.0525329 0.0321136 0.0314499 0.196071 0.0827866 0.120646 0.0792 0.0531616 0.0730979 0.0415447 0.0728889 0.0673358 0.079844 0.0697421 0.205879 0.211799
threshold=148.96091148645004 129.01927736685002 183.32030055335002 145.83272221200002 23.365573965200003 25.566742778300004 278.29044475435006 241.58130306185004 144.66294237600002 18.428229854150004 194.34319615655002 158.10685693470003 16.475384944750001 14.055328400500002 13.039146929800001 18.324911823050005 24.176603375500004 18.974955628300005 8.0437227585500022 7.943800736700001 21.074950717600004 23.989000783400005 72.043920985000014 200.77913281735002 87.525442894850016 196.40176798710004 92.695347879750017 188.27285108100003 19.327153142150006 193.49750438550004
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 -5 16 -10 -9 12 13 14 -4 -8 18 -18 19 20 -1 23 -23 25 -25 27 -27 -20 -29 -30
right_child=1 2 11 4 5 6 15 10 9 -11 -12 -13 -14 -15 -16 -17 17 -19 21 -21 -22 22 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.026251179403563196 -0.053050092668137865 -0.1042768239250319 0.038195138062605605 0.069939975144127642 -0.08702765675486053 0.080154591163289601 -0.10083123006171427 -0.064965892127661587 0.086839307764550455 -0.0016694751189366083 0.0020229237904810854 -0.0003936897515514552 0.0029201144133819382 0.087618285330931675 -0.10252555831539484 0.080398530908563137 -0.001003897295618303 -0.07474423122612521 -0.00099413492813207513 -0.10343627743354122 0.1001578765223067 -0.0052026345487479258 0.039625278121529134 -0.00095808988289483555 0.028254777321178561 -0.031201846732565243 0.0011042983181280004 -0.036315427246655839 0.013305365619104413 0.085613629233990407
leaf_weight=0.22747179131258377 0.52445849941068345 0.11365222758763849 0.039817020189729102 0.078608256631241491 0.20172652279779857 0.060291534509701705 0.04069270812698278 0.087251311723718916 0.26222986274319626 0.81190410361250542 1.1013470296477086 32.185008146822497 1.0216747024096546 0.29991559160407633 0.079490143478324171 0.012869921652225003 9.8632561880715492 0.37426278184284534 7.1926058656536096 0.17690246546408162 0.063372682488989085 0.59649484991677926 0.93227118207141757 1.8675076346235067 1.5739632274489848 1.3393541572149836 1.7840302475960923 0.5515207337575706 1.5349016967229547 0.55032611032947887
leaf_count=470 30 41 41 51 75 16 52 70 43 47 237 2122 5 16 14 76 616 36 121 20 4 33 17 89 40 31 21 33 86 80
internal_value=-1.17233e-05 -0.001212 -0.000442319 -0.0150818 -0.00867715 -0.0500396 0.0154959 0.0016236 0.00143685 0.0199383 -0.00289452 0.000296249 0.0157073 0.0468704 -0.0555621 -0.0572857 0.000742674 -0.00369969 0.0032156 -0.0383162 0.00129234 0.00429948 0.0221343 0.00263637 0.0124025 4.15735e-05 -0.0127491 0.00410594 0.0180181 0.0323887
internal_weight=65.5492 35.8468 35.3223 1.69644 1.58279 0.315581 0.113854 1.26721 29.7024 1.07413 1.1886 33.6259 1.4409 0.419223 0.119307 0.0535626 28.6282 10.2375 18.3907 0.467747 0.290844 17.923 1.52877 16.3942 3.44147 12.9527 3.12338 9.82935 2.63675 2.08523
internal_count=4633 2846 2816 618 577 219 144 358 1787 90 307 2198 76 71 55 128 1697 652 1045 494 474 551 50 501 129 372 52 320 199 166
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=9 17 17 10 8 15 15 2 6 0 12 9 9 9 9 15 10 17 18 7 16 10 10 17 19 15 3 0 12 6
split_gain=0.0122967 0.0484943 0.0636453 0.0616445 0.236836 0.0643494 0.136647 0.057922 0.0691813 0.156079 0.0539676 0.0290045 0.0562382 0.0283381 0.048139 0.0765965 0.0279722 0.0218418 0.0212042 0.119314 0.10344 0.0804462 0.051817 0.0479424 0.0360868 0.0334427 0.0961442 0.0760915 0.141152 0.0724164
threshold=206.78020849415003 196.39284362915004 200.68261045605001 80.538140213850014 8.7431769115000026 23.949961253350004 29.171703351550004 73.795394389500018 14.865347326450001 88.350799540950007 118.69549532925002 212.80230024750003 209.48385303980004 214.52351813370004 210.61272793875003 30.505324983850006 67.031326566450005 183.09840208680004 15.288668002700001 24.930088150450004 14.504966081100003 71.246828915000023 82.299080289250014 198.39433209390003 11.150899688650002 21.288946184100002 81.075831839950027 97.789976036950009 111.90336595095002 12.325287978400002
decision_type=2 2 2 2 2 2 2 2 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 3 7 4 5 -2 -7 -3 11 -10 -4 12 -9 14 16 -16 -12 -6 -1 20 22 -21 -20 -22 -24 26 29 -27 -29 -23
right_child=1 2 10 -5 17 6 -8 8 9 -11 13 -13 -14 -15 15 -17 -18 -19 19 21 23 25 24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00010103275257321623 -0.10324812635260371 0.076639495760667226 -0.070823492208549221 0.0082022560107003623 0.011813324355466564 0.020197982480083792 -0.092890367804243687 0.010433657507630381 -0.018518657900040991 0.10022165997560535 0.0047386854078197496 0.0061904299330400592 -0.10226314984235665 0.004043609145102052 0.034139630734569319 -0.077322483359214031 -0.020492705482029878 -0.0095386462991088466 -0.091189552057678772 0.080448558428159289 0.10089805306155702 0.0074246649611338783 -0.033552806564416872 0.030088460744080305 0.087277020115983039 0.001689403070661173 0.087395827407850235 -0.0032106370699395629 -0.094237750395895756 -0.093779960627006706
leaf_weight=47.247831493208636 0.30689211124263094 0.16667164722457517 0.11342499991587818 1.1399351343889632 0.68495676459627963 0.18991992191877216 0.24427390248638403 0.099067726434441061 0.2071217994671315 0.23779139842372388 1.2334122203756126 0.57015619356548086 0.080067827429957106 3.8045495626888624 0.084962256913513445 0.22472541152819758 0.68252348530677398 1.5939726759825132 0.061241308317135146 0.12701865518465627 0.26821692294834065 2.0650158632923032 0.050268160809537221 0.14858732183347456 0.04862813051113335 2.6607601810828787 0.14764248871324515 0.50012493890244503 0.25834842815447701 0.07320926311876963
leaf_count=2473 35 11 32 134 59 27 61 23 25 17 40 31 25 285 43 33 58 53 51 5 23 775 56 34 19 34 20 6 109 36
internal_value=-8.58862e-06 -0.0029513 0.00184933 -0.0116115 -0.0190905 -0.0681982 -0.0434246 0.0214164 0.013709 0.0449441 -0.00248499 -0.00483769 -0.0399382 -0.00119957 -0.0101624 -0.0467431 -0.00424962 -0.00312108 0.000631124 0.00602861 0.0494092 0.00173719 -0.018903 0.075655 0.0258602 -1.52445e-05 0.00934867 -0.00627532 -0.034216 0.00395959
internal_weight=65.3213 11.6644 7.50447 4.15995 3.02002 0.741086 0.434194 1.36088 1.1942 0.444913 6.1436 0.749292 0.179136 6.03017 2.22562 0.309688 1.91594 2.27893 53.6569 6.40906 0.576942 5.83212 0.160138 0.416804 0.0988963 5.7051 2.28587 3.41923 0.758473 2.13823
internal_count=4633 992 623 369 235 123 88 132 121 42 491 79 48 459 174 76 98 112 3641 1168 183 985 126 57 75 980 831 149 115 811
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=8 5 10 17 3 2 15 17 9 15 2 18 9 5 10 13 13 10 10 3 10 3 18 7 6 5 13 9 9 9
split_gain=0.0109345 0.0380841 0.0284973 0.0231328 0.0196006 0.0280601 0.020132 0.028078 0.0132566 0.0464302 0.0341057 0.0485657 0.0482088 0.0131968 0.0161597 0.0126916 0.0371961 0.0254111 0.0280061 0.0285874 0.0225565 0.0162396 0.0149138 0.0307402 0.0138296 0.0762382 0.0292033 0.0160486 0.0407875 0.0473033
threshold=1.6487133604500002 8.3129063967000025 90.937096262400004 201.39543491635001 73.029276655500027 221.01224434660003 12.38011581135 201.00900942685004 49.036523568350006 26.384523135650003 223.87650328090004 12.854871756700001 38.778344353800001 2.7155367820000005 71.830224329350003 95.811270852950017 92.792132372400019 87.143681840350013 82.299080289250014 85.850533479600017 103.90352982555002 85.000980710400015 16.884724796650001 26.545218975000001 11.085259005300001 14.361338546400001 99.865465713650011 66.544071737050004 179.11733629770001 177.59430306730005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -1 -8 9 10 11 -2 -13 -6 -15 16 17 18 19 -10 -19 -18 24 -24 25 26 -17 -26 29 -29
right_child=8 -3 -4 -5 5 -7 7 -9 15 -11 -12 12 -14 14 -16 22 21 20 -20 -21 -22 -23 23 -25 27 -27 -28 28 -30 -31
leaf_value=0.0881344970273059 0.10039633874759848 -0.10043279350672588 -0.10016930375046612 -0.10014843184289297 0.060371836430988958 -0.10029691917597941 -0.10014184147598032 0.10022024867836309 -0.10028498084154308 0.091108086946743549 0.046524098040683748 0.064210330984304051 -0.10107447055967733 0.067695302440240482 -0.10020203603271889 -0.026655157085958999 -0.1007824295074856 -0.10011515105729102 0.070363014866474879 0.061375591217956361 0.083497540125396938 0.01885725813373737 0.059938774640812015 0.0053971267760502357 0.019744286815135337 0.00018578417847618222 -0.10155940084960319 -0.014565012371752643 0.00017697949453370092 -0.10123954817273394
leaf_weight=0.059458423510476588 0.02167069516144593 0.048430387907956174 0.026276560614633127 0.017119842913871253 0.038679153731209226 0.025441282091378525 0.016275773734378163 0.012264566496014595 0.025746248528313198 0.071838627012766665 0.085492854006588459 0.022676755553220573 0.079553219498649241 0.009462684509344399 0.01454232397134092 0.099819732135080552 0.064191226894763531 0.032479438944697847 0.067639905610121787 0.019019441991531494 0.0084264038777064343 0.013781313925989025 0.12127406824583786 0.69860572048310132 0.41335089834136951 1.108770015704067 0.10876266350987862 0.30283339784514751 61.407647116698001 0.079495313577353954
leaf_count=41 4 75 286 83 11 95 68 2 53 8 19 12 83 2 48 37 103 291 21 25 38 18 27 104 136 45 41 569 2274 14
internal_value=-9.12536e-06 -0.0201685 -0.00246064 0.0108254 0.0216124 -0.0117235 0.0549963 -0.0140408 7.41662e-05 0.0217383 -0.0020611 -0.0355854 -0.0644108 0.0242253 -0.0340175 -2.01882e-05 -0.0234035 0.00519606 0.0297558 -0.0316008 -0.0622918 -0.0796366 6.38674e-05 0.0134648 -0.000109102 -0.0102483 -0.065713 0.000105627 -2.57477e-05 -0.0325867
internal_weight=65.121 0.267951 0.219521 0.193244 0.176124 0.0881254 0.0879988 0.0285403 64.8531 0.281232 0.209394 0.123901 0.10223 0.0626842 0.024005 64.5718 0.231284 0.153311 0.112406 0.0447657 0.0409058 0.0779725 64.3406 0.81988 63.5207 1.31735 0.208582 62.2033 61.79 0.382329
internal_count=4633 711 636 350 267 156 111 70 3922 126 118 99 95 61 50 3796 549 428 99 78 329 121 3247 131 3116 123 78 2993 2857 583
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=7 0 13 7 17 17 9 9 4 7 7 12 13 5 2 5 18 14 9 17 4 18 4 7 9 6 18 7 18 18
split_gain=0.0110163 0.0578392 0.150908 0.0970305 0.0564811 0.120933 0.159693 0.110173 0.132055 0.09249 0.0765029 0.0644119 0.0598108 0.0528662 0.087168 0.139039 0.0650185 0.137066 0.0835968 0.110805 0.0900978 0.0921124 0.0546674 0.0464559 0.0882123 0.0366692 0.0312899 0.0283436 0.0435572 0.277669
threshold=22.721067571950005 85.732241321850012 117.67650082785001 22.747724408400003 188.27285108100003 191.06791329340004 185.62570708695003 188.55070358395002 267.69992774740007 22.557405306150006 22.626138143200006 102.11013250220002 117.53132408880002 20.093158056800004 59.078594408600004 18.160071980500003 13.037923179150001 354.56833066625006 195.46053662500003 177.73379099395004 157.77812180380002 12.98549864095 228.67830428740004 22.276766275150006 185.62570708695003 16.555386813950005 11.939817493900003 22.791048179400004 13.24088655595 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 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 10 6 9 8 -7 11 13 -6 -8 14 -1 22 18 -18 20 26 25 23 -16 24 -22 -15 -20 -5 -29 -30
right_child=1 3 -4 27 5 7 12 -9 -10 -11 -12 -13 -14 16 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0044711400586470102 -0.084703639390835306 -0.055306567982845459 0.040273276078531602 0.019409816958645233 -0.047686781050826743 0.07691528883100307 0.028358543777163438 -0.059766437535089256 -0.073038661076634676 -0.087084448160813635 0.04345561598394139 0.06139749322070636 0.093314026699403363 -0.1038773114727414 0.044713907458204909 0.08745634400318697 -0.086861753826352306 0.053802614217540637 0.013393734585216005 0.093488629904408094 -0.0026581280217389111 0.030467683874270731 -0.10103598413793256 -0.016380586998691184 0.075040707647274704 -0.024934855652288385 -0.083755265401059931 -0.0081363914909782752 0.086431635917489757 0.00011097261181487598
leaf_weight=0.64945330447515892 0.25788390582064735 0.31867529595001443 0.15450105146010173 0.74470173868121392 0.083654587890122256 0.18447486121476686 0.21327949533406354 0.28690216019458603 0.086154278980956178 0.11287259083655954 0.38459058545618141 0.15337480362348543 0.42272763091750676 0.12372299470735004 0.042273450453990336 0.31485613893482878 0.24852020133440067 0.096043897272863887 0.091202138806693145 0.19834291983715957 2.453505393706092 0.71234316985464818 0.065775745209066372 2.9282900778352996 0.15536966672243568 0.11220363324991922 0.052088257623836398 6.1701772475025782 0.37563517666421731 46.84088993727152
leaf_count=12 106 16 40 25 16 51 17 29 37 8 27 40 45 13 34 45 163 33 12 23 534 22 49 37 8 29 43 82 15 3022
internal_value=-1.06447e-05 -0.000571063 -0.0378807 -0.000288493 0.00301195 0.0206306 0.0416802 -0.0165924 0.0291777 -0.0125802 -0.00013959 0.0228985 0.0715318 -0.00217335 0.0185356 0.053867 -0.00526992 -0.0476529 -0.00313084 0.0450825 -0.00567057 -0.00338048 -0.0440124 -0.00773497 0.00196917 -0.0663333 -0.0219214 3.54021e-05 -0.000234855 0.000797704
internal_weight=65.0345 54.8625 0.412385 54.4501 10.172 1.54344 0.985909 0.557531 0.270629 0.349902 8.62858 0.237029 0.636007 8.24399 1.07236 0.422905 7.17163 0.344564 6.82707 0.341633 6.48543 6.24951 0.108049 5.53717 2.60888 0.235927 0.14329 54.1314 53.3867 47.2165
internal_count=4633 3306 146 3160 1327 243 126 117 88 64 1084 56 62 1057 140 128 917 196 721 78 643 601 83 579 542 42 55 3144 3119 3037
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=8 8 5 5 7 18 16 3 17 17 17 3 5 10 2 15 4 17 12 4 18 0 17 6 19 15 6 6 7 8
split_gain=0.0109375 0.0350217 0.0390953 0.041876 0.0230947 0.0260258 0.0170384 0.0183216 0.122409 0.075947 0.0472398 0.12571 0.146875 0.0645659 0.0665315 0.0414498 0.160923 0.135358 0.117176 0.113543 0.054835 0.0869834 0.0549107 0.0939206 0.0397411 0.0593118 0.0425855 0.0967861 0.039174 0.135934
threshold=9.5425530862500008 9.0429429770000009 20.769304081650002 22.458857822500004 21.698399695800003 11.634276750250001 22.764946765650006 93.499196860750018 195.81403325600004 200.30016490490002 188.06121519230001 93.668569722950011 21.191508333600002 61.93938686740001 146.87900114440004 40.856592954650004 286.34948838025008 190.4716172434 238.25888830085003 312.89209607035008 13.220529463200002 86.345209775600011 184.89106522365003 16.445384243750002 14.351157895250003 46.674706678850008 16.545386580300001 16.265380038000004 22.995234593000003 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -2 7 15 10 -10 11 -9 -13 14 -12 20 17 -17 -18 -20 22 -22 -1 -24 26 -26 27 -21 29 -23
right_child=4 2 3 -5 -6 -7 -8 8 9 -11 13 12 -14 -15 -16 16 18 -19 19 24 21 28 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022726626048081961 0.024927587372567776 0.015559970202892143 -0.10240590486863632 -0.011278247191156828 0.041696262654603099 -0.062220080567811933 0.014106194360217593 -0.072602778115669536 -0.10449050475002514 -0.0022220111495025222 0.07136623641026299 -0.065875663088621028 -0.00072051541233294721 0.001127036720086033 0.0027037277924928313 0.007967728865694931 -0.030096357028040938 0.056208897888998133 0.066218661143455079 0.0043455804911594715 -0.026552315680029803 -0.0038452248567347226 0.041891436181237605 0.0029519769487936489 0.041550472956738818 -0.0068159470149010033 0.0035297364153882623 -0.094541539720258541 6.1413857106433045e-05 -0.081590640680756429
leaf_weight=1.9890549668725785 0.080373816657810404 0.10569979013553066 0.10704285708197858 0.095342182154126931 0.18334588688594522 0.05973862153018672 0.85264306639874021 0.28648401409736468 0.19202509120549471 0.1167735576802329 0.28144120471552003 0.36895635625160128 5.5558715081065273 4.6587638039014792 0.28304283819569775 1.3545724852010601 1.2178189324040434 1.0193062095204366 0.29515562951564822 0.22062642541220601 1.3378500890685234 1.5930124103402352 1.0995988204376774 1.4184275823645291 0.4289980710018424 0.61993348074611276 0.51182851940393448 0.17950664114323445 38.065812599683795 0.26186356990910997
leaf_count=51 11 20 18 35 29 47 56 20 38 20 17 27 712 162 27 15 23 38 18 40 40 311 30 28 38 34 2 11 2704 11
internal_value=-5.18473e-06 -9.71459e-05 -0.0337324 -0.0594763 0.0183375 -0.0122289 6.42402e-05 -0.000124734 -0.00368982 -0.0658172 -0.00201202 -0.0079062 -0.00477792 0.00499713 0.0369376 0.000686414 0.00861426 0.0286817 -0.00509891 0.00839476 -0.000326574 -0.00147064 0.0101464 0.0199565 -0.000308954 0.0129652 -0.0155768 -0.0400169 -0.000630083 -0.014821
internal_weight=64.8409 64.5175 0.308085 0.202385 0.323458 0.140112 64.2094 63.3567 11.7434 0.308799 11.4346 6.21131 5.92483 5.22325 0.564484 51.6134 5.84775 2.37388 3.47387 2.25605 45.7656 41.2585 4.50708 2.51803 1.96089 1.04893 0.911962 0.400133 39.9207 1.85488
internal_count=4633 4546 73 53 87 58 4473 4417 1023 58 965 759 739 206 44 3394 219 53 166 143 3175 3066 109 58 125 72 53 51 3026 322
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=6 16 3 2 3 6 5 19 7 3 5 18 16 17 13 16 6 6 13 6 5 9 18 15 12 6 13 16 15 2
split_gain=0.0105064 0.0866967 0.137619 0.180473 0.17287 0.103801 0.0929197 0.0922237 0.26281 0.181786 0.173311 0.173451 0.161938 0.154994 0.145326 0.144801 0.124597 0.0768557 0.0980955 0.0731071 0.107264 0.0730387 0.108085 0.0700767 0.0600831 0.141142 0.0808642 0.0535014 0.123271 0.196949
threshold=14.745344522600002 19.224955043700003 87.399085362750014 161.07012613040004 85.589753040950015 14.935348962050002 26.429611911700004 13.751109481500002 24.227986230350002 86.26455603170001 18.946524085150003 14.012834869550002 20.674951653000004 198.79333437865003 113.98793627290001 20.834951278800002 15.575363915900002 14.605341251450001 109.96062599345002 15.745367888000002 21.100330328400002 197.89372115420002 11.890615410500002 37.646552559600003 232.35148227425003 13.005303866850001 101.66942111915002 22.454947490600002 33.423812040500003 154.46567853970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 -5 -4 8 21 -9 11 -11 13 16 15 -14 -12 23 -19 20 -16 22 -3 24 -1 26 -26 28 -21 -30
right_child=1 7 6 5 -6 -7 -8 9 -10 10 12 -13 14 -15 19 -17 -18 18 -20 27 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0019207884300665738 0.013319393305584366 0.014414272448071325 -0.10399649352281765 -0.10246041496057662 0.094308556003104976 0.020709193305946401 0.012467454911920962 0.060703786160726594 -0.10511644255725444 0.0076466781852554807 -0.10584712376830728 -0.10282623403095402 -0.0054637698677015298 0.063581724936333781 0.077097955336998411 -0.090351476818816168 0.048793162732127845 -0.10214069108283666 0.057155222555739821 -0.0032584805748327502 -0.0045895665167399137 0.01794133221423494 -0.10421331961302821 -0.059467460294103658 0.0022076935725540889 0.055053152073032456 -0.10076760594080077 -0.00058722326625126225 0.093929670986177424 -0.033865870429688659
leaf_weight=21.347227471275485 0.50216959546378592 0.16495731898976262 0.1257256418704279 0.12484123779972822 0.55464281886816025 0.15139977622129663 0.15052158433208263 0.50182158267125387 0.31840116799867246 0.25357501022517581 0.11209178436547418 0.3233586149290204 0.47097622277215023 0.73263143146687071 0.30632533552124996 0.35048759228084236 0.097357266206358872 0.15509854330593853 0.051492440514266491 0.96896032606036786 0.33824362396262586 0.67210446763783693 0.14372501717207342 0.20433826005500932 0.61339792898433987 0.61508311466786836 0.087085425489931367 33.661667350824359 0.39887813408859074 0.17285091639496386
leaf_count=1632 33 44 180 50 38 12 285 16 26 20 6 22 20 38 14 25 38 118 5 71 32 5 40 59 689 94 53 872 84 12
internal_value=-5.40743e-06 0.000943874 0.0237009 0.037013 0.0558246 -0.0349547 -0.0405376 2.80377e-05 -0.0261787 0.000908063 0.000122286 -0.054271 0.000956663 0.0418942 -9.51015e-05 -0.0416821 -0.0339664 -0.00171679 -0.0624365 0.000857902 0.0342317 -0.000552487 -0.0408197 -0.00116822 -0.00064257 0.0200986 -0.0105944 0.000246816 0.0184693 0.0552932
internal_weight=64.6714 41.5977 1.6093 1.33305 1.05681 0.276241 0.276247 39.9884 1.29919 38.6892 38.1874 0.576934 37.6105 0.94208 36.6684 0.821464 0.209449 23.0737 0.206591 35.8469 0.644569 0.980787 0.308682 22.8671 22.6628 1.31557 0.700483 35.2024 1.54069 0.571729
internal_count=4633 1983 598 133 71 62 465 1385 115 1270 1254 42 1212 82 1130 45 44 2650 123 1085 46 89 84 2527 2468 836 742 1039 167 96
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=18 18 2 18 7 3 13 16 5 6 7 10 15 17 8 12 19 18 5 15 9 18 18 12 12 6 0 3 13 18
split_gain=0.0108802 0.0993143 0.30594 0.0831987 0.30187 0.0702628 0.0974856 0.0753846 0.228952 0.071135 0.0783156 0.148669 0.243052 0.104744 0.176537 0.113877 0.0602138 0.0519072 0.0421765 0.0411987 0.0700893 0.128564 0.104439 0.0462718 0.191671 0.200011 0.165318 0.165491 0.0715671 0.0712524
threshold=13.471502260950002 13.531614672700002 131.42729508740004 13.405741979600002 23.209106085000005 93.469623821300004 117.73026999045001 22.654947022900004 20.872540794500004 16.565387047600002 23.393539929150005 62.057679025150001 31.445204138150004 202.02515103195003 8.3434888241000014 144.66294237600002 14.651182102100002 13.552878921100001 20.389142059250002 38.469938489650012 205.22231928645002 13.829007611650001 14.122113655700002 216.10892833200003 238.25888830085003 14.555340083200003 97.491557184450016 80.785478361850011 92.563613431350021 15.105469479800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -5 7 16 9 -9 10 11 -3 13 14 15 -13 -7 -12 -1 23 21 -21 -23 -19 25 26 -25 28 -28 -26
right_child=1 5 -4 4 -6 6 -8 8 -10 -11 17 12 -14 -15 -16 -17 -18 19 -20 20 -22 22 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.011828813596240346 0.014549224215825232 0.10155044262371769 -0.097748754711550395 -0.027319514797573937 0.10048840633519307 -0.09310759436077283 0.056287277285388571 -0.017070979297657159 0.075210544288966938 0.025882232947963477 0.026822489055299239 -0.10295246748420893 -0.089151424957782499 -0.088397834848843657 0.10119663374831811 0.011898822792129551 0.0074933793987083611 -0.00096277865000267545 -0.00091041092087317758 -0.0077014631753713359 0.00169176148708691 -0.10257168280714307 -0.0053849598340680645 -0.10562927659322328 -0.029261381546813171 0.087084823906020209 0.057974391901111748 0.084537678309041131 -0.079841617514083529 0.013497349635479937
leaf_weight=2.9515546442294136 0.58289380708447325 0.086802355945109322 0.41555450635451052 0.38117860447050489 0.35870736694778316 0.23331025913037606 0.079913506342563778 0.57275965623557457 0.50669501058291644 0.98912831085726693 0.68758523929864068 0.11308253718408401 0.48563290971924289 0.11147847762185847 0.17883177287876606 0.36492468861797533 0.079862273763865232 27.27936374546346 21.749307489354887 1.0979557508835562 1.9141058019685031 0.32264213814050879 0.16822530308490968 0.11349066146067277 0.84676394806820077 0.55523995895055123 0.052527876685871888 0.24244842806365341 0.13330561188558931 0.7220244029033438
leaf_count=98 15 2 36 36 16 84 22 14 45 46 60 61 33 19 6 208 5 1492 1216 16 93 27 38 9 130 21 70 26 61 628
internal_value=-6.73807e-06 -0.00105758 -0.0321892 0.00160156 0.0346436 -0.000238267 -0.0422971 0.000202078 0.0262459 -0.000568872 -0.00130636 -0.0250138 -0.0337749 0.00122705 0.0164382 -0.0152716 -0.0674533 -0.000375203 0.000611824 -0.0009343 -0.0111956 -0.0267215 -0.0692648 0.000266051 0.0128408 0.0449065 0.00167972 0.0301156 -0.0408864 -0.00958196
internal_weight=64.3773 38.9365 0.998448 25.4407 0.739886 37.9381 0.393086 37.545 1.07945 36.4656 35.4764 1.34075 1.25395 0.768317 0.656839 0.478007 0.313173 34.1357 24.7009 33.4481 3.50293 1.58882 0.490867 29.9452 2.6658 1.09701 0.541773 0.428282 0.185833 1.56879
internal_count=4633 3267 51 1366 52 3216 111 3105 59 3046 3000 329 327 294 275 269 89 2671 1314 2611 174 81 65 2437 945 187 166 157 131 758
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=12 2 17 2 7 7 4 4 0 17 10 2 12 17 6 6 7 15 16 17 18 8 17 7 19 5 6 6 18 3
split_gain=0.011103 0.115225 0.0297286 0.0808929 0.0628469 0.0668732 0.0451235 0.0335432 0.0364389 0.0423344 0.0358169 0.0270124 0.0609697 0.110425 0.0489668 0.0948936 0.0458866 0.102159 0.0374045 0.0709016 0.0934401 0.142707 0.122422 0.0992066 0.0584449 0.0574617 0.0719867 0.0487164 0.0836546 0.184816
threshold=148.96091148645004 129.01927736685002 183.32030055335002 145.83272221200002 23.365573965200003 25.566742778300004 278.29044475435006 241.58130306185004 71.249517373150013 171.19957438235002 56.820562587050013 137.50513673700002 165.75658866060004 192.92322630085002 16.475384944750001 14.785345457250001 22.502236473750006 22.248428019100004 22.624947093000003 184.89106522365003 13.24088655595 8.3434888241000014 188.70679832985002 24.872345000050004 14.651182102100002 24.367802910700004 16.495385412050002 15.155354102400002 13.602243858600003 93.017962855400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 -5 9 -9 -10 14 13 -13 15 -4 17 -14 19 -18 21 -21 23 -22 -24 27 -27 -20 -29 -30
right_child=1 2 11 4 5 6 -8 8 10 -11 -12 12 16 -15 -16 -17 18 -19 25 20 22 -23 24 -25 -26 26 -28 28 29 -31
leaf_value=0.0014400019955975903 -0.049129643484539971 -0.10345180860767739 0.0037741639177308497 0.067468080371712938 -0.086040964449831239 0.07608226259681361 -0.058433539297848718 -0.10185422248868913 0.072713945708920952 0.016778018981599061 -0.0013549282375862402 0.02020748930898518 0.053339261519339168 -0.099382855632777434 -0.0013649434947201325 0.064927702173968038 0.061167318392483454 -0.081950297227004421 -0.012216265898066611 0.0078441478964766422 0.091355134041915087 -0.053097924216373507 -0.0030359671562620646 -0.030537971621187383 0.041476877009917257 -0.0025717715501406523 -0.068418254293768785 0.0053501893836018317 0.076856583035180684 0.001311976397240313
leaf_weight=29.046224298045161 0.49458620794757635 0.094709202228673628 0.69825738341296462 0.072849339416279579 0.18530850107526919 0.055109809935402154 0.045548952021505329 0.073900027064187301 0.070053783504590461 0.05073013785255398 0.95914107702617457 0.14211653985694539 0.079558882944065767 0.16905694188176312 1.6201087480876593 0.39858747585094534 0.17284974525819663 0.18701849572516949 1.1715670508565352 0.68029219089658244 0.24746727799675028 0.8829769998409347 16.478120086408442 0.091442649667669684 0.3003450230389707 0.62005523734546919 0.22674503294365422 7.4203566299456707 0.55200354347471126 0.78348302390077151
leaf_count=1787 30 41 44 51 75 16 128 64 35 16 192 43 48 41 13 22 47 100 31 17 39 30 1400 53 22 41 45 91 46 25
internal_value=-5.54285e-06 -0.00120436 -0.000517898 -0.0137974 -0.00818395 -0.0504003 0.0152127 0.00165769 -0.0024974 -0.0535655 0.00368669 0.000130437 -0.000728644 -0.0447646 0.00968119 0.025997 -0.000270269 -0.0415737 0.000101362 -0.00258466 -0.00317455 -0.0265776 -0.00103723 0.0584667 -0.00223916 0.00480156 -0.0202033 0.00693445 0.0094969 0.0325372
internal_weight=64.0706 35.0243 34.5298 1.60735 1.51264 0.285967 0.100659 1.22667 1.15383 0.12463 1.02919 32.9224 30.2055 0.311173 2.71695 1.09684 29.8943 0.266577 29.6277 18.8535 18.6806 1.56327 17.1174 0.33891 16.7785 10.7742 0.8468 9.92741 8.75584 1.33549
internal_count=4633 2846 2816 618 577 219 144 358 307 80 227 2198 2119 84 79 66 2035 148 1887 1608 1561 47 1514 92 1422 279 86 193 162 71
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=15 19 2 15 9 7 9 10 5 10 12 13 10 15 6 15 2 4 2 16 8 19 15 12 9 13 18 6 7 15
split_gain=0.0101666 0.0325374 0.0225636 0.0222938 0.0288808 0.0241898 0.0229136 0.023344 0.0241297 0.0217875 0.0249268 0.0215424 0.0142081 0.0135315 0.0621092 0.028222 0.0640264 0.0271525 0.0244282 0.0194536 0.0742398 0.0258883 0.0337121 0.0633641 0.063886 0.066215 0.0577828 0.115418 0.0456099 0.0252138
threshold=16.223386011700004 12.050972309250001 156.97960885415003 11.870705757150002 38.778344353800001 27.589407812900003 40.734022239000005 74.927328095600004 23.499898996300001 83.602982482550019 217.08460102575 92.308209908950019 90.181639527750022 18.581945927850004 14.135330269750002 16.891056077300004 100.92170827030002 330.20885572415006 260.77742537720002 14.184966829400002 7.4441906275000003 11.750948102400001 21.761438576950002 82.088033630950022 205.73475031020004 101.93826693220002 16.115468395400004 14.055328400500002 25.688358367700005 21.881081380950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 11 8 -8 -9 -11 -5 -7 14 15 -2 -17 -18 -19 20 -15 -21 23 -23 26 -26 27 -25 -28 -24
right_child=13 -3 3 6 -6 12 7 9 -10 10 -12 -13 -14 19 -16 16 17 18 -20 21 -22 22 29 24 25 -27 28 -29 -30 -31
leaf_value=-0.10049704112511548 0.045427959104642548 -0.079241886804817335 -0.1002916308418404 -0.10021794860510763 -0.083755509615264359 0.092026159744485955 -0.10020644211652946 0.085768180944150174 0.036927649726283276 -0.10028991397829712 0.041547294121917294 0.066904219409465601 -0.1000157618086589 -0.0044978341724102961 0.077239576956276174 0.0070088938225702753 -0.091024925960877467 0.076707428985453463 -0.066573084692643128 0.014267171425604056 -0.10088558903231666 -0.10588594215612707 0.020458429111529768 -0.094647237591974645 0.011538566361583345 -0.10251362874884927 0.095064261909092063 0.00084062235450744192 -0.0035307100158796234 -3.3763217341372982e-05
leaf_weight=0.022578578961403362 0.14316271660027169 0.067133372471314345 0.011744791033549973 0.027109605701980399 0.057253143172346199 0.029010299567744369 0.023888263429398648 0.083983962817001157 0.027720294765458675 0.01574703402434352 0.058127603119828564 0.010780172829981893 0.0044424453641909159 0.66615094254495844 0.12406662607668284 1.0903622251767044 0.10390088821259258 0.022232960865949281 0.025600989079975989 1.2579846092785363 0.090800574859883909 0.071942227179532803 0.60675246236678404 0.14305165450787161 0.080730150948511326 0.13777897969566766 0.10097116334509326 1.0996065972716733 0.087646471413108884 57.604491601701369
leaf_count=250 62 73 45 103 168 14 39 24 11 60 38 7 144 135 43 71 105 8 35 39 88 26 14 43 26 24 10 141 32 2755
internal_value=-4.19363e-06 -0.0151608 -0.00360828 0.00264547 -0.0365813 0.0231758 0.0188925 0.031837 -0.0265482 0.0509249 0.0113134 -0.0526694 0.0665234 0.000100784 0.00945601 0.00338518 -0.00146063 -0.0623224 2.29221e-05 -0.000127151 -0.0160601 6.99449e-05 -0.000228053 -0.0140186 -0.0100125 -0.060376 -0.00232366 -0.0101517 0.0492493 0.000179833
internal_weight=63.8968 0.43952 0.372386 0.349808 0.102451 0.0451975 0.247357 0.209467 0.0516086 0.157859 0.0738746 0.0378898 0.0334527 63.4572 1.50933 1.38526 1.2421 0.151735 0.0478339 61.9479 0.756952 61.191 59.933 1.72173 1.64979 0.218509 1.43128 1.24266 0.188618 58.2112
internal_count=4633 976 903 653 371 203 282 172 50 122 98 110 158 3657 324 281 219 148 43 3333 223 3110 3071 302 276 50 226 184 42 2769
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=0 19 18 5 2 3 9 6 4 8 0 3 2 5 12 0 3 19 13 6 12 0 15 18 15 6 17 19 9 2
split_gain=0.0115747 0.0294266 0.0365783 0.0257546 0.0561436 0.0579881 0.0603175 0.0512456 0.036311 0.0289492 0.0367154 0.0240733 0.0209815 0.0153358 0.0468702 0.0620293 0.057297 0.0237855 0.028695 0.0229867 0.0658078 0.0472632 0.0224613 0.0536207 0.253053 0.178381 0.148857 0.0715806 0.0699588 0.0424633
threshold=71.249517373150013 13.351077205700003 11.890615410500002 25.704065249550002 349.18346353035002 93.292185584700022 70.238863950400017 17.215402235100004 121.10381237265001 10.441851282850001 78.252950803000019 108.48197402175002 105.39281967610002 24.453399453300005 284.29960850000003 85.216057360850016 95.002044955650021 14.651182102100002 117.61735474900001 16.715390552450003 79.204428604100016 87.525442894850016 41.54912092575001 13.258241318650002 42.33967733730001 16.405383309150004 204.04920942250001 14.451165964200003 195.97407267990005 125.02712973155002
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 -5 -7 -8 -9 10 -10 -3 -13 17 15 16 -15 19 -19 22 -21 -22 -2 29 -25 26 -26 28 -27 -24
right_child=3 2 -4 4 -6 6 7 8 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 20 21 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.10209722665437593 -0.00079566144521010579 0.060394071069439073 -0.10090259503746089 0.090965473105683745 -0.10051604741886291 0.074567488125898126 -0.10055660362165693 -0.10114334933678382 -0.07096980441849865 0.085500602538802484 0.039810466283403449 0.063823075082592814 -0.10075488358596969 0.060573397087005904 -0.0032457908664596385 -0.10131461884744522 -0.10144241937342134 0.034203345128446701 0.0014594399118025979 0.039856271287139249 -0.085084061433607153 0.017245220338164367 0.0091261902525395476 0.072736638884215707 -0.081038017968599704 -0.015744283970942956 0.044785803250342926 0.03424621391797817 0.016563451176591682 -0.011450769004177875
leaf_weight=0.039177287836799191 50.772182570700124 0.066693962493445724 0.029641049819247201 0.12084627049625751 0.034855244419837561 0.10671513028501067 0.054856131513233208 0.026541425846517086 0.047985585249080032 0.053932936070850701 0.079454592292677262 0.011935305083170533 0.022070684818572772 0.064993504106921729 1.5829665041110272 0.11900702609909786 0.032866365563279487 0.44775620775180758 0.66530965597485192 0.10263144134660152 0.16297635360365348 0.062424284289591014 1.6231821910478155 0.59747644935850974 0.40002212331319231 1.1777681903913624 0.12291601934703067 0.97127770175575268 1.5553473044419659 2.6243356417526229
leaf_count=103 3443 18 54 18 39 23 158 4 80 7 33 2 53 5 43 62 73 34 21 23 65 8 18 24 51 14 41 33 29 54
internal_value=-6.63087e-06 -0.0261023 -0.00326007 6.29124e-05 0.022116 0.0308333 0.0111662 -0.0145821 0.00810144 0.0240879 -0.00190209 0.025481 -0.0429919 -0.00012068 -0.0092188 -0.0528173 0.00616017 0.000146513 0.0146314 -0.000121428 -0.0265208 -0.0567442 2.32778e-05 0.00460637 0.0118197 0.00320989 -0.0514633 0.0109279 0.00264124 -0.00358732
internal_weight=63.7801 0.169518 0.130341 63.6106 0.525187 0.490332 0.369486 0.262771 0.207915 0.181373 0.12744 0.1007 0.034006 63.0854 1.79983 0.216867 0.0978599 61.2856 1.11307 60.1725 0.328032 0.225401 59.8445 9.07233 4.82481 4.22733 0.522938 3.70439 2.73312 4.24752
internal_count=4633 230 127 4403 362 323 305 282 124 120 113 73 55 4041 183 140 78 3858 55 3803 96 73 3707 264 192 168 92 76 43 72
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=9 16 14 7 15 7 10 13 9 9 12 9 0 3 17 16 12 9 16 15 19 17 4 18 16 0 4 9 18 2
split_gain=0.0115492 0.0495041 0.0418459 0.0362854 0.0858727 0.0656466 0.0582055 0.125533 0.036022 0.0672292 0.0327048 0.0326728 0.0752081 0.114219 0.0880582 0.127517 0.172308 0.0666627 0.0430925 0.0878669 0.0439203 0.0304291 0.0351442 0.0337272 0.0376993 0.0363989 0.0295372 0.0457043 0.0293919 0.0777904
threshold=186.70853236170004 22.764946765650006 129.42733769190002 22.398098708400003 42.80317728375001 22.460452099450002 61.998532946250002 117.55283175385001 185.62570708695003 184.83999455315004 96.350437043050007 193.49750438550004 85.866664228400012 93.82450029455002 196.70927211395002 22.614947116400003 126.97170174405001 190.36745536595001 22.594947163200004 37.491361913600009 14.351157895250003 189.72816303425 351.20861944790005 14.693728290050002 11.864972254500001 93.501885318850015 180.45550734805002 190.90230715925003 13.037923179150001 78.110129541750013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 -5 -7 10 9 21 -8 12 13 -4 18 16 -16 -15 19 26 -20 23 -23 24 -1 -26 -14 -28 29 -13
right_child=2 -3 11 4 -6 6 7 -9 -10 -11 -12 28 14 17 15 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.079611664454018599 -0.058494038882006973 0.059145824258513391 -0.092478978329552972 0.089437217465398622 0.070954527198970413 -0.074613269351708866 -0.076134471051437613 0.099616760879007796 0.036990866064411196 -0.10010610746834986 0.0029400089909591334 0.056066038432420931 0.008678543062947448 0.019632485164756262 0.042658993122419511 0.0024848228420630324 -0.095370234314949953 -0.062041227755858998 -0.022662309292257796 0.033237866250569972 0.0026583870533780861 -0.10096307927372919 0.02057849606516397 0.064972206725921119 -0.0062653908300384607 0.045297732603831131 -0.029771288876778896 0.00087114841807920643 0.00016238427485577075 0.0041924142094302312
leaf_weight=0.066796852387864702 0.12415090936701645 0.15743961883708824 0.24365819718843695 0.090759420707400174 0.21041073237574881 0.093334812396279054 0.053086716778353416 0.1360848537296987 0.1893163927597924 0.07717610183317436 3.549839966447621 0.33755905814905363 2.0048046596552904 0.30091555440321827 0.11579562327824422 0.58962278021499515 0.41303419333007696 0.14962674607841109 1.3442469472647647 0.95021478598937381 1.3969121282279955 0.068179308056642074 0.036541251985113377 0.069829989264007852 2.6380150029211689 0.14439535589372088 0.67747845517457994 1.7290267420009966 43.67277933474665 2.0133323662048497
leaf_count=85 17 15 13 13 21 8 18 8 12 19 986 27 51 34 10 8 67 32 23 26 31 32 24 34 703 44 28 94 2053 97
internal_value=-6.39695e-06 0.00365684 -0.000501762 0.00248005 0.00871752 0.00537952 0.00338882 0.00533595 -0.00535603 -0.00794136 0.0017749 -0.000373054 -0.00557988 -0.0373214 -0.00319026 -0.0294928 -0.0651466 -0.00749165 0.000440412 0.00565487 -0.00975872 -0.00558902 -0.0585523 -0.00368896 -0.00537175 -0.00358948 -0.000286623 -0.0077553 0.000748704 0.0116408
internal_weight=63.6444 7.58121 56.0632 7.42377 4.13352 3.92311 3.83235 3.73901 3.29025 3.10093 3.60293 55.939 9.91534 0.6942 9.22114 1.11845 0.52883 0.450542 8.10268 5.36152 2.74116 3.02376 0.104721 2.91904 2.84921 2.78241 4.41131 2.40651 46.0237 2.35089
internal_count=4633 2022 2611 2007 1054 1033 1020 1012 953 941 1004 2594 417 79 338 85 77 66 253 199 54 922 56 866 832 747 173 122 2177 124
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=8 8 2 4 7 7 18 9 4 12 16 4 18 16 17 15 8 7 9 15 9 6 17 4 12 2 9 9 8 12
split_gain=0.0103345 0.0355513 0.0350045 0.0330291 0.0202361 0.0645601 0.022731 0.0154056 0.0136583 0.0139587 0.0501662 0.0170642 0.0152983 0.104468 0.187167 0.0989722 0.0951145 0.0546523 0.137621 0.195908 0.0792532 0.0791702 0.195702 0.071732 0.113392 0.10231 0.0957544 0.0685368 0.0681224 0.0671746
threshold=9.5425530862500008 9.0429429770000009 79.265746973750012 251.23262608835003 23.225757870600003 21.698399695800003 11.634276750250001 211.24289424260004 141.79569928155004 82.088033630950022 19.274954926800003 154.38970227190003 13.037923179150001 22.614947116400003 183.93802912725002 40.042228346200012 8.4434108459500017 23.109894804950002 195.13041324455003 39.558912554250007 194.03220695150003 16.565387047600002 193.29780372785004 179.89634997090005 138.67909474840002 89.519014009800017 189.34276022045003 188.55070358395002 8.1436447804000007 224.02444024760004
decision_type=2 2 2 2 2 2 2 2 2 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 -8 -1 10 -10 -11 13 14 15 16 -13 18 20 -20 21 23 -23 25 26 27 28 -14 -25 -26
right_child=4 2 3 -5 -6 -7 7 -9 9 11 -12 12 17 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.022309931482937813 0.02627905649712935 0.01265558665249893 -0.10134501364659421 -0.01827600562945465 -0.02417183666872437 0.10002861995994093 0.0064131937575826539 -0.10098830379065241 0.0081646358632081039 0.025293574213498812 -0.030252336367080614 0.0039738725433670265 0.046974720273653042 -0.0015635133668995471 0.086324426935653342 -0.103627397984172 0.10087097093766309 0.00077989950751633768 -0.08253784131519909 -0.012083594606733809 0.054424471804052632 -0.10521422391451359 0.10044603165149531 -0.055335624317743907 0.0060664073302735049 0.10063402257155932 -0.10726949446229794 -0.063566741311979189 0.052686997172731745 -0.033847317802539266
leaf_weight=0.27486173562647209 0.071670211618765189 0.10138366965111245 0.096202502303640358 0.095262560482296976 0.080589689459884539 0.088765930053341435 0.022007629715517396 0.03397056861041392 0.71737819890267818 0.26963437935000811 0.64600290608359501 0.91232052451888168 0.12484294897432491 6.0608228037995104 0.40163768257991694 0.075870608692639396 0.11395748145878315 45.898915355179227 0.53561627706676551 1.4998614356811684 0.25355385523289431 0.1969462642633103 0.060477666042118017 0.14365833903639202 3.6796396500203628 0.16602651801258617 0.18319188570603728 0.10184430330991745 0.098344543948769569 0.4762308725156571
leaf_count=32 11 17 28 28 13 16 15 32 56 28 12 521 34 142 29 7 6 2951 24 50 12 94 7 53 212 17 9 9 4 164
internal_value=-7.30245e-06 -9.47802e-05 -0.0348562 -0.0600144 0.0186027 0.0345313 -0.0110151 -0.0587638 6.70829e-05 -3.0554e-05 -0.0100383 0.000192198 8.12144e-05 0.00429013 0.0278825 0.00658548 0.0147333 -0.000514804 -0.00841688 -0.0306229 -0.000175868 -0.00282232 -0.0568976 -2.35882e-05 -0.00353974 0.0409929 -0.0527261 -0.0026885 -0.0114377 0.0014926
internal_weight=63.4815 63.1845 0.292849 0.191465 0.297004 0.216414 0.127648 0.0559782 62.8916 62.6168 1.36338 61.2534 60.9838 7.56461 1.50379 1.10215 1.02628 53.4191 7.52023 2.03548 5.48476 5.2312 0.257424 4.97378 4.58107 0.392714 0.425195 0.226687 0.242003 4.15587
internal_count=4633 4546 73 56 87 74 58 47 4473 4441 68 4373 4345 705 563 534 527 3640 689 74 615 603 101 502 442 60 66 43 57 376
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=9 9 9 16 6 5 15 19 19 7 18 18 12 15 5 8 12 3 15 13 2 6 15 0 17 7 5 2 9 9
split_gain=0.0108311 0.0418589 0.0396672 0.0381223 0.0953538 0.0732835 0.0489193 0.0786657 0.0321216 0.0390262 0.0804782 0.330472 0.0645596 0.0425119 0.173605 0.278353 0.147537 0.123813 0.0998481 0.116999 0.0653628 0.0367394 0.0597386 0.0334526 0.0605503 0.0330497 0.0299601 0.0272378 0.0739114 0.137438
threshold=201.65416293750005 202.05151640955003 201.40496258350001 22.674946976100003 16.525386113000007 28.543718473100004 45.484733152800011 14.651182102100002 14.551174033150001 25.334697901700004 14.766942149300002 15.288668002700001 105.28371344000001 34.761639995350009 21.252944829650001 8.7431769115000026 121.79144674955002 85.401560971850017 25.431518244350006 113.0174028878 79.265746973750012 14.705343588000002 30.632308446700005 86.780739992750014 199.59317753375004 24.673428656250003 21.950234501100002 63.19085977000001 192.57902085675002 201.16241229375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 27 6 -5 -6 8 -8 9 10 13 -12 -11 16 15 -15 18 -18 -3 25 -21 -14 -23 -16 -25 -20 -26 28 -1 -30
right_child=1 3 -4 4 5 -7 7 -9 -10 12 11 -13 21 14 23 -17 17 -19 19 20 -22 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0051378462314631548 -0.036102693181127632 0.0046949465959750195 0.022600731943592262 0.076280557038092139 -0.10101665495595379 0.026028260984057368 -0.080099699925538184 -0.0063178301724073349 0.016941585347720493 0.057338021478522364 -0.094674971020487844 0.001369693969198353 0.00066338023363675912 -0.099836951281288056 -0.0073772240373071139 0.0054773911350584938 -0.0014746290721921844 0.079184928004096905 -0.1042078607785708 0.077192680742382391 -0.043447854681234271 -0.035633924603687375 0.07126115175314271 0.032870010242479375 -0.01811920698189427 -0.022938136713598442 0.010299855643870037 0.0011460173278214981 -0.066492099611075869 0.0062616270878085361
leaf_weight=1.4167485926393504 0.35052629716301709 2.1034218407911416 0.82810333247584722 0.20803990681451878 0.072185581928351894 0.12237769686907995 0.20407800525504072 0.49503983743488789 0.9560644376106201 0.21531611879757306 0.49503336944326193 1.29656899231486 7.8872279560422793 0.48128231774899155 2.3762931687524542 0.52444764412939548 0.32981541741173703 0.44991290435245901 0.22299691810621869 0.089859599902410991 0.089780884496576618 0.074325006280559935 0.17626862923407316 0.74888428426493225 0.64965404476970412 0.064516207785345614 0.86471330642234534 38.452623821439687 0.51739662470163217 0.52123472839593887
leaf_count=59 34 21 17 38 48 27 65 4 43 118 79 41 570 39 32 3 24 41 104 16 25 15 56 15 9 6 39 3001 42 2
internal_value=-7.42752e-06 -0.00182811 0.000932601 -0.00126135 0.0292167 -0.0211071 -0.00185141 -0.0278553 -0.000946778 -0.00184031 -0.00581382 -0.0251682 0.00329106 -0.00195911 -0.00725502 -0.0449198 0.00696451 0.0450669 -0.00459304 -0.0464134 0.0168988 0.00186104 0.0395565 0.0009097 0.00961053 -0.0859714 -0.00189174 0.000493972 -0.00971743 -0.0299808
internal_weight=63.2847 21.5486 41.7361 21.1981 0.402603 0.194563 20.7955 0.699118 20.0964 19.1403 10.7872 1.7916 8.35314 8.99558 5.64527 1.00573 3.3503 0.779728 2.57058 0.467154 0.17964 8.13782 0.250594 4.63954 2.26325 0.287513 1.51437 40.908 2.45538 1.03863
internal_count=4633 1512 3121 1478 113 75 1365 69 1296 1253 494 120 759 374 137 42 237 65 172 151 41 641 71 95 63 110 48 3104 103 44
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=17 0 12 8 6 18 4 4 12 9 0 16 16 7 4 14 9 18 6 4 18 7 8 18 3 8 7 17 4 14
split_gain=0.00954518 0.144946 0.063719 0.091044 0.0290966 0.089905 0.0411942 0.10171 0.0488764 0.0680411 0.120735 0.107031 0.0391085 0.0525927 0.0363459 0.0965446 0.0396993 0.0303704 0.0254095 0.0212249 0.0802518 0.0475655 0.0238185 0.0572064 0.0687837 0.0682624 0.0322444 0.0311239 0.0670003 0.0913331
threshold=201.39543491635001 86.692020874450009 104.24845815275002 8.2435668022500028 11.545269753400001 17.142803710550002 295.39139496705008 310.53945085780003 371.73724940330004 206.22988073345002 89.057864029250013 22.544947280100004 17.684958644900004 26.459406588900006 261.61825292320003 273.45586700690006 205.93480238635001 18.685514780050003 8.2451926476000015 143.58239362595003 13.063922652800002 21.115414688150004 8.9430209551500024 13.581061237400002 92.367355987800025 9.6424751081000029 21.698399695800003 198.39433209390003 183.81532008410002 168.77963633815003
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -4 14 -8 9 10 -9 -11 13 -7 -6 -16 -17 -15 -19 20 21 -1 27 24 -24 -26 -27 -21 29 -29
right_child=1 2 4 -5 6 12 7 8 -10 11 -12 -13 -14 17 15 16 -18 18 -20 22 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.020922936629432481 -0.1020765296057889 0.012612684319200016 -0.10078670600486433 -0.10248718296054581 0.00058876853234508494 0.097990887611033778 0.066639429567976902 -0.030043895795032777 0.057133628648810809 -0.083512939440390663 0.080332696285732696 0.00060802193904687339 0.099119560897142731 -0.10025034715139583 0.0015385106978512946 -0.09909982507894062 -0.030474123240251585 -0.057943086404640631 0.071640658500024809 -0.00035057510265280585 0.063041001090390889 -0.06603638428517683 0.10027354319744289 -0.10269431489960455 -0.10141931895761756 -0.038781966281399925 0.065801608383610807 -0.0066306635548237548 0.0042438708039453463 0.082670418672175644
leaf_weight=0.14129597923601878 0.1450717729865677 0.12891431819298205 0.11363810635930249 0.14718680825444608 6.5154721831322586 0.03353520425298484 0.31195748242316756 0.17989016004139535 0.15108208903984621 0.19836359923101554 0.22066559519953444 0.63685721380170435 0.040386476714047603 0.052534385150920571 0.70503114734310635 0.16244567692046985 0.17522359125723597 0.031858549053822571 0.028821272378763751 46.618124065607546 0.23727191833313555 0.11337140953401104 0.05083673493936558 0.075849986419768811 0.080089800336281769 0.054266232136797043 0.064542487496510148 0.20264374074758862 5.1469762143107403 0.26338944080816873
leaf_count=38 34 21 155 19 170 13 18 37 45 53 24 39 18 124 25 20 21 198 46 3064 16 14 9 22 39 37 10 35 253 16
internal_value=-1.18372e-05 -0.00284924 -0.00138542 -0.0487459 -1.72845e-05 -0.0306269 0.00097727 0.0150481 0.0034432 -0.00312083 0.0307624 -0.0193706 0.0119776 -0.0120045 -0.00218536 -0.0195199 -0.0634885 -0.0445863 0.00360568 0.000521905 0.0211968 -0.0177891 0.000328385 -0.0266351 -0.00353424 -0.0300666 0.0180328 0.000496463 0.00753142 0.0438399
internal_weight=63.0276 9.97894 9.83386 0.276101 9.55776 0.300774 9.25699 1.69882 1.38686 1.23578 0.400556 0.835221 0.187136 0.146749 7.55817 1.0427 0.337669 0.113214 0.0606798 53.0487 0.491939 0.254667 52.5567 0.325585 0.249735 0.198899 0.118809 52.2311 5.61301 0.466033
internal_count=4633 1080 1046 40 1006 554 452 216 198 153 61 92 399 381 236 66 41 368 244 3553 68 52 3485 117 95 86 47 3368 304 51
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=12 2 16 3 6 12 5 10 3 0 6 17 0 0 16 3 13 3 19 5 15 3 5 16 6 9 3 17 9 9
split_gain=0.00897496 0.0990108 0.0330271 0.063287 0.0629524 0.0254867 0.133366 0.0260516 0.149755 0.13104 0.110698 0.127092 0.0909754 0.103969 0.200245 0.2528 0.182013 0.0740599 0.0643546 0.0589502 0.0788116 0.0561861 0.0477758 0.0304659 0.0482518 0.0487944 0.0459872 0.0480087 0.0483074 0.0513414
threshold=148.96091148645004 129.01927736685002 22.714946882600003 94.472418703950012 16.845393589950003 144.66294237600002 18.428229854150004 70.128430332750014 83.17551763980002 93.501885318850015 14.845346859150002 205.45998821870003 93.047535894850014 92.168410086200012 20.394952307700002 89.404675128050016 111.12203990580001 89.883220675300024 13.351077205700003 18.331716563250001 29.583625105200003 92.122706297950018 20.201591378100002 22.614947116400003 16.525386113000007 194.03220695150003 92.738363209800013 186.34046889365004 190.64005357525002 200.15236065845002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 7 -7 9 -9 12 11 19 13 14 16 -16 18 -17 -1 -10 -21 -19 -23 26 25 -25 -24 -28 -29 -30
right_child=1 2 3 4 -6 6 -8 8 10 -11 -12 -13 -14 -15 15 17 -18 21 -20 20 -22 22 23 24 -26 -27 27 28 29 -31
leaf_value=-0.10051956517657595 -0.046851899890965332 -0.00079938214482999214 0.061649927292040885 -0.10166703801403863 0.035196825057454993 0.084108497912434549 -0.0026561123281465962 0.00044166347741405703 -0.098145557736262476 0.036859145703904604 0.012235161081850708 0.03757988429987684 -0.047906209510220302 0.05516134083210962 0.083523149430089552 -0.029763514097914563 -0.098434332617915732 0.036726951259183058 0.075393422253325668 0.077698723410272411 -0.1008270334983231 0.025797324097219129 -0.020142115348767527 -0.033318319290006997 0.00090402720103667272 0.0010355903124261354 0.032485808624774758 -0.017851923371561912 0.032163343244345957 0.0011355363535685164
leaf_weight=0.026048932725795448 0.46664998898631793 33.444642794053692 0.22841016850725182 0.059506723133381456 0.077216779081936693 0.22851466056465486 0.78827402614751918 12.107937881683057 0.45065220264808736 1.097380121471361 0.27287651131359247 0.10435423156013712 0.37107621878385622 0.36185317655144977 0.38069603458279644 0.74607471236959 0.36026315411368159 0.4671771265566339 0.10313099278937443 0.048726213863119483 0.050207778462208807 0.74015279204468143 0.60930228326469471 1.0262243858305735 3.583183094902779 0.69239784497767676 0.73228322689919911 0.76364188548177514 0.77918817335739765 1.6898853541351853
leaf_count=140 30 2740 31 8 37 43 47 510 152 24 39 11 13 17 26 20 265 33 14 5 75 33 6 41 98 12 41 19 80 23
internal_value=-1.309e-05 -0.00110423 -0.000472812 0.0294396 -0.024371 0.00129546 0.0168435 0.000721938 -0.00252386 0.00363373 -0.0412655 -0.0635902 0.000919364 0.00230649 0.000800492 0.00331454 -0.0619179 0.000733279 0.0399208 -0.0828002 -0.0129009 0.00278615 0.00129256 -0.00054392 -0.00570291 -0.0194778 0.00543557 0.0093661 0.00412896 0.0109273
internal_weight=62.8579 34.2764 33.8098 0.365134 0.136724 28.5815 1.01679 27.5647 13.0348 14.53 0.926817 0.65394 13.4326 13.0615 12.6996 12.2102 0.489443 11.8295 0.12918 0.549586 0.098934 11.0834 10.6163 9.87611 5.30181 1.71862 4.5743 3.965 3.23272 2.46907
internal_count=4633 2846 2816 76 45 1787 90 1697 792 905 282 243 881 868 851 432 419 406 154 232 80 386 353 320 151 53 169 163 122 103
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=0 19 9 16 7 5 6 7 7 18 3 18 6 9 5 7 4 3 17 10 10 9 13 12 10 15 12 19 17 5
split_gain=0.00992618 0.026893 0.0357566 0.0225735 0.0223143 0.0244278 0.0370696 0.0195796 0.0431767 0.0657738 0.0752261 0.0612989 0.0426393 0.0455635 0.0293435 0.0433199 0.0191123 0.0435472 0.0184904 0.0269952 0.0203861 0.0167702 0.0147901 0.0325549 0.0401935 0.0338762 0.0273941 0.0324432 0.0348885 0.0270123
threshold=71.249517373150013 13.351077205700003 66.544071737050004 21.004950881300005 19.907255598950005 20.911722254300006 11.135260173550002 21.833224794850004 21.946499523750003 12.783127173500002 93.883646373400012 12.854871756700001 11.865277230300002 43.730860148300003 20.165068834500001 21.554186973500006 254.21219862280003 103.28787291370001 171.58888147770003 71.658163008950012 55.855406118200008 61.192192081150004 98.050756475600011 316.7844411196001 82.299080289250014 10.623212892000003 161.47699165635004 10.250827068050002 190.78889055330004 11.452575093200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -9 10 -10 -11 13 -6 -14 18 17 -8 19 20 -16 -18 23 24 -13 -25 -26 -28 -29 -30
right_child=4 2 3 -5 7 6 16 8 9 11 -12 22 14 -15 15 -17 21 -19 -20 -21 -22 -23 -24 25 26 -27 27 28 29 -31
leaf_value=-0.10189700685390635 0.084348825573070108 0.043510890411061307 -0.10094984365074083 0.059921421336830018 0.012146987855088571 -0.10156250860149847 0.040268918049218477 0.058355420046667952 0.099672872785000241 -0.049648616875997337 -0.0043995276454463841 -0.073702348487964087 0.060274419197218258 -0.1011083308286127 0.0988154425003413 -0.076637136044235735 0.0054322511412523856 -0.10084384853582913 -0.00037441992079115575 0.068014162798232941 -0.10063787421534019 0.070501495358725394 0.00019980686702939388 -0.10030214682807673 -0.078697015594203279 0.037298916782073775 -0.10028995855515387 0.059999135112511974 0.0094451225433355521 -0.10042350497801428
leaf_weight=0.035352578261444445 0.058430869164111665 0.070353635935134662 0.040342347397654521 0.011128667421871796 0.054925978291976985 0.025545992888510227 0.059843888619980135 0.12731911703940468 0.14152079348241287 0.24929047552359307 0.13639014977343322 0.14249384817108435 0.064165095441353404 0.10055219034438778 0.0056584217600174061 0.088108612485740312 0.065045607014326379 0.034462749491467548 1.045778601330756 0.015040713413327467 0.054309830365747658 0.10128171301857947 59.450020543018752 0.020272847691558127 0.046854210443413535 0.15232649701101764 0.026141649515437848 0.10213385232691508 0.081347666973442756 0.030869387776419899
leaf_count=103 25 37 82 8 32 3 38 19 9 11 38 227 31 51 11 22 19 113 112 5 188 30 2309 105 321 165 196 54 213 56
internal_value=-1.23488e-05 -0.025111 -0.00282832 -0.0661675 5.07903e-05 0.025427 0.0133966 -8.99489e-05 0.000182358 6.00967e-05 0.0485973 -0.000163596 -0.0116619 -0.0610985 -0.00562419 -0.00912192 0.0246643 -0.0112983 -0.00381434 -0.0517739 -0.0818181 0.0450549 4.18273e-05 -0.0155479 -0.0302784 0.0211368 -0.0087447 0.00488383 0.0177105 -0.0207782
internal_weight=62.6373 0.157177 0.121825 0.051471 62.4801 0.344611 0.28618 62.1355 60.707 60.5797 0.277911 60.3018 1.42854 0.155478 1.27306 1.2089 0.260634 0.0943066 1.12079 0.075009 0.0599683 0.166327 60.0525 0.60244 0.429841 0.172599 0.287347 0.240493 0.214351 0.112217
internal_count=4633 230 127 90 4403 228 203 4175 3723 3704 47 3657 452 83 369 338 200 151 316 204 199 49 3646 1337 1067 270 840 519 323 269
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=9 16 17 9 4 14 13 9 7 0 12 12 0 6 10 5 7 10 16 15 12 4 2 15 17 15 18 13 10 15
split_gain=0.010434 0.0409113 0.0332802 0.034037 0.0369263 0.0910322 0.0766113 0.0577717 0.0572006 0.0766855 0.04529 0.0513975 0.0324163 0.146295 0.0385649 0.072604 0.0611465 0.0645242 0.0479433 0.0318532 0.0325909 0.0792027 0.0576799 0.0425942 0.0349379 0.0589084 0.0343511 0.0383864 0.0314415 0.0478882
threshold=186.70853236170004 22.764946765650006 166.68115439205005 185.98753508445003 208.25848595475003 234.45909168080001 117.56358558635002 181.33671263215004 22.626138143200006 92.464140480550014 150.80177373595004 145.32166322050003 85.732241321850012 16.465384711100004 61.928633034850002 21.252944829650001 22.435297587800004 61.740440965750004 22.834946602000002 43.79812286300001 192.90305237590005 278.29044475435006 155.18475231920004 16.701926737050005 167.73286393055002 26.384523135650003 11.80968402675 96.975373223400013 67.254468591300011 22.853312863800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 19 10 -4 -10 11 -6 13 -2 16 -16 -15 18 -18 20 22 -22 -7 -24 -23 26 -26 -28 29 -29
right_child=12 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 21 24 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.040617814825473698 -0.10178761760784193 0.056494299644088732 -0.0019652005803131468 0.024070098043511991 0.045984327676480904 0.0012157331616769506 -0.10382816428116022 0.10109551219595168 -0.10542104545329684 0.010061514573665071 0.074365198542444541 -0.10323636341899045 -9.8280375503968646e-05 -0.010902642476299032 0.083252740255936597 -0.076646618674681782 -0.10140058033802349 0.078288358142729844 0.040128694554525848 0.06974144799868047 0.084068617813753507 0.076230183226200399 0.024166222939597835 -0.10150827465068882 -0.10190207200684837 -0.10082411280506715 -0.0056878259316483389 -0.10048473163325511 0.080812082813458558 0.066600401751916907
leaf_weight=0.17493762485845366 0.17243854725651786 0.14293295564129938 3.5372826493626808 0.72451445463229891 0.045774158557947309 1.1007332028788153 0.065003675503135017 0.1653178206179291 0.12717962793431059 0.10495475727071835 0.077631536511034938 0.046562730971345445 53.767731841900847 0.73669993438306824 0.035210683843416635 0.14673633846757639 0.042820759757887572 0.18592199439081014 0.054269637697871076 0.076460112395579816 0.15341055953831517 0.062726953299716115 0.036929609402704844 0.099982032470506965 0.027546768299714586 0.055126254827200682 0.38528492153513128 0.029572396991181193 0.1184290438568496 0.040846645228157286
leaf_count=422 60 15 248 40 68 122 32 9 17 31 30 22 2327 62 5 98 8 14 37 11 17 9 101 75 14 65 541 44 70 19
internal_value=-1.27405e-05 0.00351336 0.00246974 0.00353418 0.00119359 0.010393 0.00315549 0.059006 -0.00512092 -0.053208 0.0180681 -0.0292632 -0.000485885 -0.0156527 -0.00329227 -0.0457026 0.004275 0.0437834 -0.0222914 0.00633527 0.00403826 0.0188345 -0.00639792 -0.0676097 0.00492604 -0.00188372 0.00718126 0.0124151 0.0493483 -0.00356681
internal_weight=62.541 7.39914 7.25621 7.08127 6.35676 2.58734 2.25205 0.335286 3.76942 0.232134 0.169968 0.0923369 55.1418 1.3741 1.20166 0.181947 1.01971 0.283012 0.0970904 2.18705 2.11059 0.872944 1.23764 0.136912 0.719533 0.656806 0.60168 0.574133 0.188848 0.070419
internal_count=4633 2022 2007 1585 1545 1249 1120 129 296 48 120 90 2611 284 224 103 121 59 45 1088 1077 779 298 176 762 753 688 674 133 63
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=19 2 4 4 8 8 9 4 8 2 3 19 16 18 18 0 7 2 9 6 7 17 2 4 5 0 12 10 18 7
split_gain=0.00950253 0.0312867 0.0815448 0.0153312 0.051021 0.0148414 0.0690669 0.0698519 0.0339536 0.0137692 0.0613027 0.0718865 0.0334791 0.0333156 0.0342043 0.0452988 0.0271118 0.0162178 0.0550874 0.0405957 0.0319364 0.0524532 0.0375427 0.0214946 0.048066 0.070283 0.0217452 0.0218284 0.0177039 0.017304
threshold=14.651182102100002 241.49325970385004 264.40103451365002 141.79569928155004 8.543332867800002 8.9430209551500024 226.58992707320002 168.18037996940004 9.7423971299500014 325.13486840910008 92.913112988300014 14.351157895250003 22.644947046300004 14.741741751300003 15.365045726500002 109.03310793845002 27.902905420600003 298.00670864630007 208.65287229730004 16.435384010100005 24.277136467000002 216.68129631285004 323.30468295165002 371.16724128940001 23.374630421750002 97.491557184450016 316.7844411196001 89.541786492700012 17.689700380450002 22.093462376800005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 17 11 12 13 -11 -15 -16 -17 23 19 20 -19 22 -22 29 25 -25 27 -27 -29 -5
right_child=1 -3 -4 5 -6 6 -8 8 -10 10 -12 -13 -14 14 15 16 -18 18 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.06613367885842493 0.00017816076383368013 -0.012343196552949463 0.060831468698126528 -0.01000151300736063 -0.013703359190673017 0.038454367531076207 0.051950148485396946 -0.10183018656279125 -0.0059363002187000947 -0.10142233791418545 -0.10157741643612428 0.083577124648610501 0.10013476943673341 0.054535680832618616 -0.1004239186387802 0.076011990928356823 -0.10009327153967081 0.082170204327560836 -0.081694291198860694 -0.031857347572619751 -0.1011149040848435 0.086567430577037446 0.094383755042798723 -0.10374769373715609 0.020440763326613889 -0.065660462801151884 0.063137214282658755 0.093770029926761922 -0.10003510873995188 0.00023230658939629321
leaf_weight=0.1430280235799718 0.79179691387253004 0.53409553715027858 0.30783799270284362 1.7013598161639283 0.18178003290086053 0.070616163043154212 0.096545200533682873 0.14604656069059274 0.049417358857738236 0.060394267230550081 0.072969630876626113 0.077783659888154943 0.01900764275342226 0.049755346065921913 0.06311918153642182 0.033764736002922291 0.011796247866982412 0.15466422415761272 0.04615856630334747 0.071287875791767874 0.042584553396409319 0.048322149444175011 0.012768022821546765 0.12404834036863022 0.15243865763773101 0.050325452113611391 0.040859556205759873 0.019680692029851343 0.0061977713392593605 57.220071876158997
leaf_count=20 47 10 23 756 27 31 23 52 24 28 86 31 5 38 107 15 93 55 35 24 94 20 12 26 19 72 11 14 112 2723
internal_value=-1.26821e-05 0.00751339 0.0171578 -0.000215023 0.0214526 -0.000331462 -0.0205012 -0.0467897 -0.0775862 -0.000209722 -0.0189726 0.000125146 -0.0271674 -0.038225 -0.0141347 -0.045573 0.0304164 -8.75741e-05 0.0206212 0.0349487 0.0533837 0.0104392 -0.0560198 -0.000218773 -0.0235114 -0.0512994 0.00427828 -0.0272811 0.0473546 -6.31956e-05
internal_weight=62.4005 1.63373 1.09963 60.7668 0.324808 60.442 0.362625 0.26608 0.195464 60.0794 0.388591 0.315621 0.237837 0.21883 0.158436 0.10868 0.045561 59.6908 0.375785 0.329627 0.258339 0.103675 0.0553526 59.315 0.39355 0.241112 0.117063 0.0762039 0.0258785 58.9214
internal_count=4633 80 70 4553 47 4506 130 107 76 4376 403 317 286 281 253 215 108 3973 240 205 181 126 106 3733 254 235 209 198 126 3479
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=18 18 18 3 13 6 6 16 6 3 19 3 0 6 16 6 2 7 19 9 17 13 3 6 7 12 15 6 6 10
split_gain=0.00985753 0.0735922 0.0714881 0.060484 0.0848718 0.0582435 0.0599885 0.0769054 0.180865 0.076836 0.0532526 0.0378934 0.0838167 0.0422678 0.127873 0.0420966 0.0367036 0.171475 0.101938 0.105391 0.0605387 0.0446866 0.118568 0.034615 0.0315462 0.131187 0.128462 0.162007 0.0566913 0.0414462
threshold=13.471502260950002 13.531614672700002 13.431207332600001 93.469623821300004 117.73026999045001 16.565387047600002 16.525386113000007 22.654947022900004 14.745344522600002 93.14163192940002 14.651182102100002 89.404675128050016 92.168410086200012 16.375382608200002 22.614947116400003 16.415383542800004 133.24279810655003 22.747724408400003 14.251149826300002 185.00606802455005 179.33099108465004 117.15225149240001 93.571785230250015 16.265380038000004 23.365573965200003 144.66294237600002 31.445204138150004 16.165377701450002 16.485385178400005 68.20618276945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 5 10 6 7 9 -9 24 -5 12 -1 14 16 -15 17 18 19 20 -13 22 -18 -10 25 26 27 -3 29 -27
right_child=1 3 -4 4 -6 -7 -8 8 23 -11 -12 13 -14 15 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.01697891532945859 -0.028831236703891081 -0.075438985573371614 0.041730709629873061 -0.092714657446959559 0.055759546549926056 0.024673700037376723 -0.023568486759180836 -0.012378656684648144 0.10060675357292066 -0.053807868843065959 0.0081066215548506182 -0.10096443788546478 0.082630809972994601 0.014752736967862917 -0.069981825179753307 0.00031615355282939512 -0.10253175003986048 0.092416541392620163 0.011243762643309023 -0.10716396219611984 0.10047269255866381 -0.0048300161324184758 0.027712559508713014 0.044641024789129208 0.0003267498915384586 -0.10157183757089881 -0.10595797171076163 0.065847317240417175 0.10138612448940845 0.017773433088695056
leaf_weight=0.16485486521742743 0.92871860962134078 0.17247066591925531 0.43479547279184672 0.20534462166731415 0.070788932775030844 0.93724396395373233 1.1001224582432758 0.51273044111439858 0.23938790149986744 0.26969013226880534 0.070332014933228493 0.021539946038732216 0.17325287155290425 2.261636446634955 0.32751051679224463 18.892837368720826 0.17163306481961604 0.2054123068228364 0.67359322169795632 0.17006845958530903 0.048541347961872816 0.9901725672914381 0.11791532969482432 0.20528636605013162 32.116050940312178 0.032042852775475694 0.23501351708546281 0.15329132089391351 0.077453009784221649 0.31670503072473366
leaf_count=23 51 65 35 84 22 46 14 13 31 18 5 90 21 44 37 976 33 13 22 5 4 12 51 14 2654 27 21 8 2 192
internal_value=-1.29489e-05 -0.00103096 0.00154141 -0.000327726 -0.0419122 6.84413e-05 -0.000582447 0.00015415 0.0280982 -0.000647515 -0.0669926 0.000819903 0.034063 0.000349244 -0.0113697 0.00185958 -0.00336755 0.00985951 -0.00869958 -0.0646384 0.0385597 -0.014935 -0.0494912 0.0747699 -0.000214418 -0.0178239 -0.0496076 -0.00895497 0.0239956 0.00680802
internal_weight=62.2964 37.6427 24.6538 36.714 0.346466 36.3675 35.4302 34.3301 0.957405 33.3727 0.275677 24.219 0.338108 23.8809 2.72639 21.1545 2.39888 1.11916 0.913743 0.24015 0.0700813 1.27972 0.289548 0.444674 33.103 0.986976 0.560776 0.325762 0.426201 0.348748
internal_count=4633 3267 1366 3216 111 3105 3059 3045 58 2987 89 1331 44 1287 267 1020 230 134 121 99 94 96 84 45 2969 315 94 73 221 219
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=17 0 12 18 6 5 16 16 18 8 9 10 19 5 9 18 16 9 7 15 6 4 13 8 6 5 6 13 18 6
split_gain=0.0100072 0.124674 0.0541066 0.0822022 0.0231194 0.0698384 0.0304879 0.0418091 0.137064 0.025867 0.0215137 0.063357 0.169526 0.0600846 0.0511488 0.0162153 0.0218021 0.0388408 0.015311 0.0171265 0.0167359 0.0146825 0.0703544 0.0441686 0.0186116 0.138365 0.109413 0.0645846 0.0555989 0.183311
threshold=201.39543491635001 86.692020874450009 104.24845815275002 15.329371696850002 12.535292885100002 13.6045160441 15.664963368500002 18.764956119400004 15.398663672050001 1.7486353823000003 204.68881850780005 68.846035804500005 14.451165964200003 21.100330328400002 206.78020849415003 17.108018746400003 17.684958644900004 211.24289424260004 26.545218975000001 19.077611477100003 4.8601135557500017 143.58239362595003 109.34496908160001 9.3427090425500019 14.745344522600002 17.640922824350003 14.545339849550002 109.96062599345002 14.349689277800001 15.345358541850002
decision_type=2 2 2 2 2 2 2 2 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 -3 5 9 -6 8 -8 -4 11 12 -9 -14 -12 -11 17 18 -17 20 -20 22 -1 -24 26 -26 -23 -28 29 -27
right_child=1 2 4 -5 6 -7 7 10 -10 15 14 -13 13 -15 -16 16 -18 -19 19 -21 -22 24 23 -25 25 28 27 -29 -30 -31
leaf_value=0.074593246022833418 -0.10186110597021843 -0.10206355980321372 -0.10012771846383567 0.011381222515651655 0.036122943534281644 -0.081992313163176581 0.0021620398061153508 -0.075346046668504696 -0.10101064298015115 -0.0089871326286222464 0.028352684704872341 0.0051352661369865995 -0.026194084728224949 0.058706221476289025 0.0015111362581059521 0.073288539935888797 0.10018301873651816 -0.10027469025287768 0.075692775007431365 0.045176459442456074 -0.10024843556508062 -0.0014810753452638862 -0.039082487806874747 0.041126206138692438 0.05119271635468723 -0.043512726103768669 -0.090432199281945513 0.067460169322702046 0.020424974682445762 0.0012788660289828513
leaf_weight=0.14924389915540714 0.1257977574948218 0.13170026159332238 0.026855176883372134 0.12402069201925769 0.24236657872597689 0.13523316863938817 0.51941265753703003 0.38774210739575243 0.17120616780994169 0.52762772199002939 0.8497666639741509 1.6836064371746031 0.14838928851531819 0.19020485854707658 4.3144383146100154 0.053721801843494177 0.032302517036441714 0.026465121966111838 0.0071980531174631315 0.038858615938806906 0.021721825851273024 15.272088554882171 0.18702124962874223 0.10847579661640339 0.55439289682544668 0.93930888237539889 0.20420285536295146 0.029670554678887129 1.3944734575570681 33.492795781720659
leaf_count=9 34 23 209 17 40 88 8 27 82 70 32 26 23 24 130 16 16 117 7 18 73 1612 33 26 15 83 215 2 100 1458
internal_value=-1.27067e-05 -0.0029526 -0.00166092 -0.0470446 -0.000423278 -0.0159504 0.0011646 0.00013944 -0.0234147 -0.00379513 0.00228713 -0.00551456 -0.0302003 0.0214986 0.0059279 -0.0001406 0.0257524 0.00950335 0.0334151 0.00181114 -0.0564573 0.000535514 0.0186278 -0.00963819 0.000380439 0.00161689 -0.00252058 -0.070401 0.000849732 5.695e-05
internal_weight=62.0903 9.75864 9.63284 0.255721 9.37712 0.869984 8.50713 8.26477 0.690619 0.734751 7.57415 2.40994 0.726336 0.338594 5.1642 0.707896 0.180268 0.147965 0.1215 0.0677785 0.0289199 52.3317 0.444741 0.295497 51.8869 36.381 15.506 0.233873 35.8266 34.4321
internal_count=4633 1080 1046 40 1006 614 392 352 90 526 262 100 74 47 162 317 247 231 114 98 80 3553 68 59 3485 1656 1829 217 1641 1541
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=9 9 9 17 17 15 4 8 3 16 6 5 15 14 17 16 6 18 18 17 5 10 9 2 7 3 12 15 16 3
split_gain=0.00976686 0.0332832 0.0318191 0.106293 0.109536 0.0439317 0.0351962 0.0286753 0.0743181 0.0288452 0.077521 0.062689 0.0310875 0.0440433 0.0306851 0.0412208 0.0896635 0.150558 0.0879387 0.070319 0.0666837 0.202368 0.0785621 0.0598912 0.0469944 0.218906 0.0373671 0.0445568 0.101601 0.0799974
threshold=201.65416293750005 202.05151640955003 199.17419511990002 192.19686994285004 188.27285108100003 37.882159664350006 230.62319231240002 7.7439566930000003 77.817420585800008 22.674946976100003 16.525386113000007 28.543718473100004 45.484733152800011 147.98468416440002 191.56943241645004 22.514947350300002 16.435384010100005 13.679220276500002 14.032563378150002 204.55825889135002 18.946524085150003 67.031326566450005 207.52229237540004 258.06114663960005 25.121320584100001 85.589753040950015 103.28033049195001 23.884857921950005 15.524963695900002 80.785478361850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 -4 8 -3 12 -11 -12 13 -9 -15 20 17 -17 -19 -20 24 22 -22 -21 25 -16 -26 28 29 -28
right_child=1 7 3 5 -6 -7 -8 9 -10 10 11 -13 -14 14 15 16 -18 18 19 23 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00078363889836247287 -0.033104359225504844 0.00342391138431446 0.015875841885911054 0.0025165090619562406 0.042428667983685248 -0.015927129452359367 -0.0061280262412601177 0.064177867125668406 0.089131305159539029 0.072715796251667034 -0.10100887237502443 0.023531670308403849 -0.0235604460797878 -0.0081958077690916335 -0.080860184145831834 0.098198683560431765 -0.00051062214440414301 -0.039886723933225704 0.091115730412593673 -0.037502763368436241 -0.041830195058797461 -0.085677963083587133 0.0067275490541988062 0.054830354749842061 0.048691295907103554 0.05775906014404425 -0.075108474702798467 0.004754080322559669 -0.10117622366639561 0.036783295624088622
leaf_weight=30.152891661995469 0.33361177899497008 0.56241355101932455 1.9008386800741148 4.6452885703756692 1.2635857479644981 1.7887876051790952 1.1770969685885573 0.10089713712660398 0.12336308357771486 0.17868934345096832 0.062702579823962878 0.11372116216807626 0.67465809297277601 5.6983568916553251 0.30054444621782561 0.27798828950835686 2.1795727539574727 0.22737087321002036 0.15418833214789629 0.14545551594346762 0.43288715207017991 0.36657420560311482 1.4467786961467934 0.13587200657639187 0.18131865565374017 0.18346667941659689 0.090887780433831611 6.6518426042275678 0.13283180351027113 0.21516278304625303
leaf_count=2914 34 199 41 86 28 34 18 13 9 38 48 27 69 282 59 9 30 15 13 18 25 141 56 32 46 20 96 142 74 17
internal_value=-1.59726e-05 -0.0017708 0.000883176 0.00554735 0.0176381 -0.00261115 0.00746089 -0.00126429 0.0188417 -0.00195536 0.0262904 -0.0207312 -0.00246721 -0.00171513 -0.00206838 0.00059237 0.0106267 0.0364266 0.0105219 0.0368389 -0.00253806 -0.0177104 -0.0044553 0.00709112 0.00185601 -0.0283159 0.00386419 0.00271791 -0.028143 0.00355482
internal_weight=61.8996 20.9712 40.9285 10.7756 4.34152 6.43408 3.07794 20.6375 0.685777 19.9518 0.355113 0.176424 19.5967 18.922 18.8211 13.1227 3.12045 0.940875 0.662887 0.435516 10.0023 2.24624 1.87967 0.281328 7.75605 0.484011 7.27204 7.09072 0.438882 0.306051
internal_count=4633 1512 3121 207 87 120 59 1478 208 1270 113 75 1157 1088 1075 793 117 87 78 63 676 222 81 50 454 79 375 329 187 113
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=19 10 19 9 10 10 16 9 15 16 9 5 8 18 12 9 17 16 18 12 6 18 18 16 2 3 14 9 17 17
split_gain=0.00954495 0.0229838 0.0141557 0.0285847 0.0371744 0.126503 0.0522472 0.020467 0.115265 0.114678 0.0397566 0.0817333 0.0553759 0.204263 0.0294643 0.0920198 0.119134 0.0586128 0.148747 0.0995575 0.0536732 0.077084 0.0443455 0.0859813 0.0358107 0.0309063 0.0304303 0.0291333 0.0747419 0.0879248
threshold=14.651182102100002 61.987779113750001 14.551174033150001 201.16241229375001 61.907125369850007 62.020040611300011 22.614947116400003 201.65416293750005 45.102215827400009 22.694946929300002 203.09362050815002 20.556063402800003 8.3434888241000014 15.835505265150003 208.33288250865004 205.22231928645002 196.39284362915004 22.544947280100004 15.534793034950003 217.54417277160005 13.665319288000001 17.448621627850002 13.744231039150002 22.594947163200004 226.19683278270003 90.100985783850021 272.02763708760006 199.17419511990002 192.19686994285004 188.27285108100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -6 -7 27 10 -10 11 12 13 -9 26 16 -16 18 19 -17 21 -20 -19 -24 -22 -18 -12 -1 29 -29
right_child=1 -3 3 -5 5 6 -8 8 9 -11 14 -13 -14 -15 15 17 25 22 20 -21 24 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00012254214016840356 0.00058003239613575036 0.027878830648591198 0.007570294433743934 0.0090884730852739976 -0.080530322654997211 -0.026664956458234936 0.013076669368385117 -0.083466319274513104 -0.10440569637845853 0.040584620944121935 -0.00086173422280838683 -0.048244271146592618 0.019825130804085239 0.01460974229488852 0.10070127276276415 0.01871249293265035 0.03847277499913776 -0.0028241786925834876 -0.10096555581158656 -0.093993880478110067 0.086541303795170887 0.038854641420450926 0.0091534615364064053 0.080819529736092743 0.0090445734043472399 -0.034729762000286442 -0.022340653360078854 0.0070348266016069354 -0.0016936216246905588 0.038799625140408529
leaf_weight=28.210227512829427 1.2060514321419749 0.41438150937028684 0.65055904525797803 0.82883080043757207 0.29029476229561613 0.69127721883762638 0.63438395752746146 0.31966807134632025 0.2066012055443015 0.074122527483268641 12.997584536767363 0.53566770965699095 0.63425478641875088 0.632577765410403 0.231385509425308 0.1067958832427397 0.10771827073767781 1.0174530027215949 0.070541514767683111 0.29450487481733489 0.13336948429059703 0.089401475144654796 0.63725101656746108 0.22705694321120973 0.10784188680372608 0.12414989015087485 0.69486363272494678 3.0541305299128094 5.2768815654299033 1.2192902743490774
leaf_count=2780 42 38 16 54 40 29 33 53 73 13 648 24 11 31 10 12 15 14 53 109 11 147 22 48 32 26 64 54 104 27
internal_value=-1.2498e-05 0.00756096 -0.0002167 -0.00680281 -0.012614 -0.0207399 -0.00764694 0.000140933 -0.00251344 -0.0661223 -0.00157174 -0.0144703 -0.00306683 -0.0183143 5.37355e-05 0.00877819 0.0499367 0.00167488 -0.0209538 -0.064 0.0221081 -0.0228119 0.0113246 0.0279804 0.0518937 -0.000722287 -0.00195175 0.0014936 0.00626747 0.0160979
internal_weight=61.7191 1.62043 60.0987 3.09535 2.26651 1.61596 1.32566 57.0033 19.2428 0.280724 18.9621 2.12217 1.5865 0.952246 16.8399 3.14747 0.463254 2.68422 0.802455 0.401301 0.401154 0.159943 1.88176 0.864308 0.241211 0.231868 13.6924 37.7605 9.5503 4.27342
internal_count=4633 80 4553 172 118 102 62 4381 1416 86 1330 119 95 84 1211 499 51 448 364 121 243 200 84 70 43 41 712 2965 185 81
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=6 5 15 8 12 6 13 17 7 16 18 18 6 6 5 13 0 10 6 10 3 13 15 18 5 10 5 10 17 5
split_gain=0.00943593 0.184318 0.0441924 0.0508552 0.0419994 0.0824945 0.0597584 0.0500577 0.0589186 0.0440543 0.038973 0.172489 0.165409 0.154854 0.0829951 0.10934 0.199284 0.0537286 0.0977109 0.0378444 0.116819 0.0870108 0.143621 0.0669746 0.0460033 0.0500186 0.0474798 0.0675937 0.147202 0.0776042
threshold=14.815346158200002 17.687678651600006 37.646552559600003 8.543332867800002 232.35148227425003 13.005303866850001 101.66942111915002 186.51219468755002 25.532975585450004 18.304957195050005 14.380989918050002 14.414681958350002 15.205355270700002 14.865347326450001 18.513175162200003 112.67059178900001 89.980005167950011 68.846035804500005 14.935348962050002 66.235542959850008 88.813214339350012 113.95029785905002 34.761639995350009 12.351257465600002 20.201591378100002 64.630533455950015 21.191508333600002 62.186725015400008 189.5403704096 22.127107789600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 -7 -9 -10 12 -12 13 -3 -13 17 -17 -16 -19 21 -21 22 23 -14 25 -23 -26 -28 29 -29
right_child=1 10 3 -5 5 7 -8 8 9 -11 11 14 19 -15 15 16 -18 18 -20 20 -22 24 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.0021460392919806881 0.062665906573999591 0.019235085643124535 -0.090127196911330948 0.010556699872576512 0.0029322145125656421 -0.030024561802447048 -0.10056051223612142 0.089722149243395263 -0.022294807530372062 0.074942356572399588 0.098054534181655939 0.042099728523473046 0.0075752514501398627 -0.081168282621473645 -0.10197904359240451 -0.064270434079715708 0.10051442978915477 -0.079475096458994643 0.032467986894178569 -0.016076153546140306 0.060320788737277767 0.03411274252488232 0.034411656532228177 -0.10640241597517375 -0.0071512775710428208 -0.0013209143843567427 0.00071130046207559393 -0.091654894031564127 0.042070658666578109 0.024590735830098909
leaf_weight=22.003271461563806 0.47794152899586251 0.22750039969651581 0.119142293999288 0.086653391950676451 0.52273941318151063 0.073788471838270198 0.062459357474835997 0.2615270509813854 0.1154600452282466 0.078117096396454144 0.21927031301311117 0.33538514949395881 0.065310609667750152 0.47296816843983436 0.13437225189495905 0.1296075196005404 0.1691980161704123 0.16436735327079077 0.14834834018984111 0.40152815225883109 0.39908727031920854 0.83344368613324948 0.15935703739523888 0.24477824979527085 7.5744768631411707 0.7631756030023098 24.064495909619669 0.14425346720963605 0.97807874021486896 0.095415070186390949
leaf_count=1756 29 14 75 18 689 19 53 46 38 9 20 36 112 59 18 18 25 33 27 23 33 47 13 92 197 22 994 10 67 41
internal_value=-1.26796e-05 0.000954959 -0.00159763 -0.0477327 -0.00118693 0.0177555 -0.00811376 0.0463788 0.0587665 0.0169448 0.000173125 0.017183 -0.000434227 -0.048559 0.000783185 -0.0177945 0.0290387 -0.0490948 -0.0263707 0.000509408 0.0220059 1.65953e-05 -0.0427451 -0.0823966 0.000599247 0.0171756 -0.000206256 0.00187445 0.02486 -0.045376
internal_weight=61.5255 38.2024 23.3232 0.205796 23.1174 1.11409 0.585199 0.528893 0.455104 0.193577 37.7244 1.30055 36.4239 0.700469 1.08128 0.745893 0.298806 0.447088 0.312716 35.7234 0.800615 34.9228 0.469446 0.310089 34.4533 1.59662 32.8567 25.2822 1.21775 0.239669
internal_count=4633 1930 2703 93 2610 854 742 112 93 47 1901 177 1724 73 157 121 43 78 60 1651 56 1595 217 204 1378 69 1309 1112 118 51
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=9 16 12 2 9 0 0 6 10 5 7 10 6 7 3 10 7 13 5 17 16 6 18 0 16 15 5 19 4 16
split_gain=0.0097953 0.0336072 0.0342293 0.0797001 0.0351705 0.0587454 0.0297769 0.128614 0.0320488 0.0606144 0.0543711 0.0548652 0.0434088 0.0281478 0.0243821 0.0405209 0.0241042 0.0755581 0.0491751 0.0325981 0.057758 0.0367117 0.0356297 0.0240247 0.0657782 0.0257589 0.0562735 0.0364833 0.0231338 0.0224991
threshold=186.70853236170004 22.764946765650006 94.177001085000015 56.799426908350007 185.62570708695003 99.88966183685001 85.732241321850012 16.465384711100004 61.928633034850002 21.252944829650001 22.435297587800004 61.740440965750004 16.845393589950003 22.703933514050004 94.227769014100019 61.998532946250002 22.375171215700004 117.67650082785001 23.058899572400005 187.81654873955003 15.954962690350003 7.3551718524000007 14.390586827150001 86.420486603250012 22.594947163200004 39.864684991950007 21.482549112100006 14.151141757350002 157.77812180380002 11.949972055800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 13 7 -2 10 -10 -9 12 -12 -6 -11 -16 19 18 23 21 -21 -4 28 -18 25 26 27 -25 -23 -30
right_child=6 -3 4 -5 5 -7 -8 8 9 14 11 -13 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.033837146094543351 -0.10160131679911091 0.052394208646073782 -0.10071305876938619 -0.10276341082170204 0.023427942246141618 -0.0016062599159965723 -0.00010246635179806497 -0.011055451808481838 0.079853136373160952 -0.10110767112417465 -0.10127789645036969 0.075875748254335532 0.038766606067977202 0.074731169903053132 0.094881664950095479 -0.10080365452924303 -0.0062469257970013056 0.09905087428524624 0.061897750966529198 0.05007745098566057 -0.088333557722543921 -0.10412224330695191 0.062223276624055551 0.0042828790033207723 0.10076394362756701 0.10081832648405582 -0.10596502462724498 0.093147673146298127 -0.070566693156752736 -0.0018373497309594599
leaf_weight=0.077467279895926278 0.15275174028641814 0.13761285785585631 0.038195207903869099 0.09520431017129205 0.2152761635443311 0.49823181803867556 52.798137232187429 0.73376541160450848 0.031981746522973253 0.095153318657139607 0.038403201964683831 0.16891511032008566 0.052242916335671907 0.21251580538228154 0.019735063661300956 0.022815445531193745 1.7142985067912389 0.086277968657668569 0.14085767806466254 0.04132936850822222 0.11144692469497386 0.022907782346010985 0.083716990990183038 1.0383876621881141 0.078267834149300941 0.027986942324787267 0.044931884130164579 0.048350385506637283 0.048572657636782757 2.4541337748096748
leaf_count=15 60 15 44 46 15 8 2327 62 5 52 8 14 37 33 6 40 28 5 24 24 60 1 21 925 4 2 13 6 76 657
internal_value=-1.12822e-05 0.00344954 0.00249799 -0.041479 0.00359761 0.0217324 -0.000472776 -0.0153323 -0.00400162 -0.0441656 0.00285942 0.042196 -0.0205648 0.048914 -0.072969 -0.0100442 0.000789208 0.00674776 0.00417307 -0.00597591 -0.0508903 -0.00338412 -0.00195942 0.00141889 0.0120346 0.0060461 0.00370232 0.00823659 -0.0040869 -0.00317125
internal_weight=61.3299 7.21597 7.07836 0.172672 6.90569 0.926024 54.1139 1.31576 1.16301 0.169686 0.993327 0.259561 0.0906461 0.427792 0.137704 0.0425505 5.97966 3.17936 3.09308 2.8003 0.152776 2.64753 2.60933 2.95222 1.23792 1.15966 1.13167 1.08674 2.52561 2.50271
internal_count=4633 2022 2007 61 1946 56 2611 284 224 103 121 59 45 48 98 46 1890 1007 1002 883 84 799 755 978 950 946 944 931 734 733
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=17 17 16 12 14 17 17 9 17 10 15 6 15 5 17 5 10 10 16 2 15 19 2 16 6 16 2 0 19 13
split_gain=0.00943995 0.034197 0.0312371 0.0295302 0.0437188 0.0350272 0.029676 0.0309216 0.0231018 0.020351 0.0192285 0.0264517 0.0269034 0.0211455 0.0183896 0.0525688 0.049647 0.0348424 0.0230011 0.0471782 0.0392142 0.104586 0.0639187 0.0536569 0.141592 0.0279098 0.0273569 0.0272573 0.0280368 0.0259987
threshold=174.72950843050003 173.77968723070003 18.594956516900002 66.834523482800009 164.00076642740001 172.68891404560003 162.04221493815001 58.084576609100004 171.19957438235002 64.730006406800015 30.632308446700005 15.575363915900002 23.672254530550003 34.053606374050013 179.03071761140004 16.546942136250003 69.633754036750005 67.031326566450005 14.184966829400002 156.97960885415003 20.538897842700003 12.250988447150002 150.09415187510004 14.504966081100003 12.525292651450002 9.7049773055000017 207.58106365020004 106.56510337475001 11.450923895500003 95.811270852950017
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 -10 11 -8 -13 -14 15 -2 17 -17 19 -16 21 23 -23 24 -20 29 -24 -27 -29 -21
right_child=14 2 -4 4 5 -7 8 -9 9 -11 -12 12 13 -15 18 16 -18 -19 20 25 -22 22 26 -25 -26 27 -28 28 -30 -31
leaf_value=-0.051883372495614637 0.00068610618844520022 -0.0034702942506544925 0.089980871750141994 0.081437822100660862 0.056826689109370179 -0.061699047163343179 0.0062162997556244031 -0.10057837406577591 0.0017443176001424581 0.086139726476122266 0.049508562022060165 -0.10134464896918552 0.029663625768164038 -0.10077627112107351 -0.1006590258929889 -0.040913413720818304 -0.10402299739488159 0.092313057474775431 0.081240145021781063 0.0010187246326389234 -0.00013453090340928645 0.066766126770892983 -0.10166393104752328 0.087359429612288597 -0.10262653896640841 -0.060789440489812968 -0.0120271755805458 -0.050539716389119929 0.054299494558696926 0.10007605202770763
leaf_weight=0.093210239054310917 0.55998589533069676 0.059494528131040059 0.089692432275114697 0.073395462680419743 0.016775337689779124 0.080671759312245572 1.3272276245507439 0.048744518337286991 0.048903490575440745 0.068727377257800981 0.091547480353881272 0.047610174469411848 0.049861493913454069 0.016553891021658274 0.066191223308520786 0.080621986380492672 0.11104544068115274 0.025948353332296392 0.11457734281839194 0.10308005906847484 57.30085754411337 0.046558645755339967 0.090403157386390376 0.22300759901554557 0.066012757713906467 0.12931913465050116 0.054619327282125596 0.045626894423548947 0.057850211245181526 0.035662675526083376
leaf_count=22 66 32 20 73 57 32 216 306 29 32 22 81 55 27 183 122 28 13 35 303 2365 23 26 27 25 180 29 103 90 11
internal_value=-1.08578e-05 0.00655771 0.0527133 0.00305031 0.00578846 0.00269804 0.00572553 -0.0602773 0.00834575 0.0510534 0.00506826 0.00224544 -0.0439744 -0.00284824 -0.000245593 -0.0155224 -0.0572313 -0.00847467 -4.19507e-05 -0.0228788 0.00013071 0.0256668 -0.0351763 0.054548 0.0140297 -0.00902188 -0.0679043 -0.0301808 0.008072 0.0264806
internal_weight=61.2238 2.11242 0.149187 1.96323 1.87002 1.79662 1.71595 0.0655199 1.65043 0.117631 1.5328 1.44125 0.114026 0.0664154 59.1114 0.777602 0.217616 0.10657 58.3338 0.43773 57.896 0.595179 0.191581 0.403598 0.18059 0.371539 0.145022 0.232796 0.103477 0.138743
internal_count=4633 1004 52 952 930 857 825 363 462 61 401 379 163 82 3629 229 163 135 3400 870 2530 165 78 87 60 687 55 373 193 314
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=5 3 16 5 7 19 7 9 19 2 0 4 13 13 9 2 12 2 9 5 8 12 9 6 0 6 10 18 7 10
split_gain=0.00943964 0.0234714 0.0277543 0.019746 0.0308875 0.0269326 0.0202911 0.0151125 0.014187 0.0132955 0.0142527 0.0129001 0.0184266 0.0123084 0.0117185 0.0510912 0.0332144 0.0290793 0.0281203 0.0336485 0.0732851 0.0593634 0.0442935 0.0495943 0.0252069 0.117601 0.0287756 0.0543866 0.0464862 0.0474598
threshold=11.783123780850001 75.790323155500019 17.614958808600004 13.153721664750002 26.545218975000001 12.350996516100002 28.832866553600002 21.030606243000005 9.4507625164000029 145.83272221200002 104.25302938255003 256.08338064055005 92.980324441600018 98.405632948800005 186.70853236170004 52.497771754550008 94.177001085000015 65.896304893200011 185.98753508445003 20.315138807500002 7.7439566930000003 202.20743612260003 54.842324361600014 9.3002172980500024 85.732241321850012 16.465384711100004 61.928633034850002 13.122774073950001 22.435297587800004 61.740440965750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 13 -6 -1 -9 10 -10 -11 -13 -2 15 -5 17 -17 19 20 21 -18 -23 -24 25 -16 28 -28 -27 -30
right_child=3 2 -4 14 6 -7 -8 8 9 11 -12 12 -14 -15 24 16 18 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.10018706272596339 0.038098260926478028 -0.083498788211463865 0.0036690993695401072 0.099595952062646598 -0.10053056042210096 -0.0019384566078091239 0.056825593406171541 -0.10019489105786616 0.086756454289991333 0.099478544873082511 -0.10012923903389809 0.023929965728349115 -0.068633650602331189 0.096481614228730805 -0.10144778704997673 0.0023031643557179758 -0.053990294863470345 -0.10324243421412471 0.02302652747872564 -0.00033634564549351838 0.10071443121301632 0.080466637147052281 0.072065250483781998 -0.087879893322148281 -0.0001804745842729651 -0.010087616956450522 0.017463815448441351 -0.10102795391715268 -0.019625378777744229 0.072399237243795003
leaf_weight=0.013632389261135525 0.071888468777386971 0.086574669546337191 0.063186722981299681 0.055364228115654224 0.028176564597742981 0.091402450256282464 0.011555626277186093 0.011622673944469142 0.0052469241054495788 0.018847932249627775 0.018361278923073598 0.18343419258928861 0.024362578712498362 0.072553168167360127 0.13839568128648139 0.050028729179757536 0.11053247331483351 0.054584827948414016 0.69575438433093939 5.3868572628355178 0.10662982054054737 0.10699774204113055 0.034312411473365501 0.044564415975855809 52.499071314767775 0.7337528447178554 0.074888988302973303 0.080239892652031131 0.086301805371476803 0.15983760823291959
leaf_count=141 25 225 27 12 47 33 26 228 6 5 127 406 51 15 60 14 62 28 37 826 6 21 11 36 1934 62 50 53 45 14
internal_value=-1.02876e-05 -0.014857 -0.0467213 9.37403e-05 0.0268011 0.0405424 -0.0547654 0.00246391 0.00780759 0.0128236 -0.0585939 0.0202628 0.0130776 0.0674243 -2.8076e-05 0.00393348 0.00312982 -0.052768 0.00403146 0.00174887 0.0296192 0.00404337 0.0385538 -0.0183017 -0.000517676 -0.0144194 -0.00380788 -0.0438257 0.00252742 0.0401334
internal_weight=61.119 0.425269 0.149761 60.6937 0.275576 0.235844 0.0397322 0.275508 0.261876 0.250253 0.0236082 0.226645 0.207797 0.144442 60.4181 6.64563 6.59026 0.104614 6.48565 5.78989 0.403037 0.296407 0.185875 0.0788768 53.7725 1.27342 1.13502 0.155129 0.979892 0.246139
internal_count=4633 1216 252 3417 146 73 73 964 823 595 133 462 457 40 3271 1053 1041 42 999 962 136 130 68 47 2218 284 224 103 121 59
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=18 3 6 3 4 10 16 19 19 2 13 15 15 0 10 8 7 7 7 19 19 19 3 18 7 5 8 7 2 13
split_gain=0.00925463 0.0853038 0.132248 0.108206 0.124007 0.0752817 0.0708468 0.0737638 0.0873774 0.091943 0.0613596 0.0983173 0.112783 0.050861 0.0424231 0.0420076 0.0396309 0.239592 0.10768 0.220221 0.101429 0.130243 0.0727797 0.190065 0.1083 0.106125 0.114033 0.0870794 0.0512527 0.0988968
threshold=13.956123578150001 89.103567817450013 15.400359826950002 87.399085362750014 227.16561897400001 61.950140699950005 22.604947139800004 14.351157895250003 14.651182102100002 299.87877751875004 113.89115178020002 37.882159664350006 30.505324983850006 89.237990724000014 69.165962322050021 5.1459841250500009 23.822419043000004 23.695207782600004 23.623818563000004 13.951125619400001 13.851117550450002 12.851036860900001 85.589753040950015 14.380989918050002 24.996614930650004 19.327153142150006 7.7439566930000003 25.257178691350003 199.01127796720002 102.54048155345002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 -2 7 16 9 -9 11 12 15 -8 -1 -3 17 18 19 20 21 -7 25 -24 -25 28 -27 -26 -18 -30
right_child=5 10 -4 -5 -6 6 13 8 -10 -11 -12 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 23 24 27 26 -28 -29 29 -31
leaf_value=0.1009400295003242 -0.094957303110997121 -0.021993252686394241 0.1008438117861875 -0.05955935857753062 -0.002161422630189497 0.013289420321750886 0.079509053165498111 -0.08525673626439853 0.031399989948958013 0.030417182921354025 0.00049727727946523726 0.10042120227493807 -0.099004791140120924 0.00092705495800560829 0.038042235364382615 0.082707088780438698 -0.0023166810050428955 -0.098534029430716832 0.096418575130877981 -0.11638527669572624 0.092719832508120131 -0.096175422097121016 -0.0045453575497419662 0.070132639288266296 -0.083367645349587099 0.093562919746952092 -0.10173094652545589 0.044094661611067835 -0.014145553570726443 0.055062331711894924
leaf_weight=0.1940396083973599 0.085939242395396742 0.17310758444685248 0.19653104152530421 0.17818883952759268 0.68451635622523099 0.79127268840221165 0.18525044777197663 0.326595564809394 0.13630647514946759 0.087023827893062844 34.854399079181306 0.048494403250515461 0.2271621476393193 0.1483001887681894 0.23970336119600688 0.04921524178567438 17.942283383877765 0.28932242587143253 0.11057188798440609 0.15889819937365235 0.12973246304318309 0.12600238591829793 1.6653773319467284 0.72763351886351291 0.093145866005215794 0.03557257622924126 0.18745545208844305 0.12623990185238654 0.38376021627067203 0.44695353026327211
leaf_count=13 22 316 10 39 89 189 28 60 12 34 1316 6 14 35 29 15 1267 37 10 11 3 64 45 69 13 5 119 34 658 71
internal_value=-9.55085e-06 0.000988105 0.0244021 0.0128141 0.0243465 -0.00152955 -0.00119636 -0.00183874 -0.0380368 -0.0609194 -6.99343e-07 -0.0348549 -0.0494497 0.0445707 0.0661802 0.00118409 -0.000981233 -0.016138 0.00197023 -0.00668992 0.0099579 -0.00174732 0.000145119 0.0157948 0.0515639 -0.00200708 -0.0705819 -0.0100227 -0.00119239 0.0230907
internal_weight=61.029 36.8454 1.49298 1.29645 1.11826 24.1836 24.0977 23.7641 0.549926 0.413619 35.3524 0.497979 0.449485 0.333551 0.433743 0.222323 23.2142 1.6058 1.31648 1.20591 1.04701 0.917275 21.6084 2.6124 0.947019 18.996 0.223028 0.219386 18.773 0.830714
internal_count=4633 1847 180 170 131 2786 2764 2701 106 94 1667 351 345 63 42 331 2595 314 277 267 256 253 2281 161 116 2120 124 47 1996 729
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=5 19 4 19 9 18 0 7 3 5 7 17 17 8 7 7 12 9 12 10 5 16 7 7 16 0 0 18 15 5
split_gain=0.00912596 0.0285788 0.0251144 0.0257083 0.0569301 0.026035 0.0221323 0.0328458 0.0416061 0.0314315 0.0137512 0.0377008 0.0211278 0.0137992 0.0127968 0.0578879 0.0431484 0.0218037 0.0537963 0.0272513 0.024639 0.0142958 0.0724916 0.0472679 0.0514343 0.0230924 0.0194653 0.0458152 0.101654 0.0440014
threshold=30.133297129900004 14.551174033150001 224.75522095420004 13.351077205700003 66.544071737050004 11.80968402675 82.250688042950017 19.627338137150002 103.28787291370001 29.110986871100003 20.714163848350005 167.17143786700004 174.72950843050003 2.2482454915000001 22.093462376800005 22.172877373800002 109.38726284320002 179.11733629770001 211.51213392550002 68.846035804500005 13.340155591900002 22.714946882600003 22.580797808900005 23.209106085000005 22.744946812400002 85.307464937250003 86.345209775600011 13.304953393500002 37.882159664350006 20.201591378100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 7 8 -1 -10 11 13 -13 -8 16 -16 -12 18 20 -20 -18 25 -23 -24 -25 -17 29 28 -28 -27
right_child=1 -3 3 4 -6 -7 10 -9 9 -11 14 12 -14 -15 15 21 17 -19 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.070210425967040566 -0.10097407064885165 0.10028006706084887 -0.10127328347658918 0.09002296746412046 -0.043432090169108456 0.032440517451018183 0.0028494667776449629 -0.10047038114455045 -0.10065017559076712 0.034454361648848526 -0.052227026609552189 0.07680587496272448 0.0073874230226686063 -0.10036581234587556 0.050062901678098196 0.038023106200289737 0.00022689745059826933 0.0045110215477807926 -0.046418451954927442 0.056879795720449433 -0.10133475548175937 -0.0071342981882676348 0.092428479330222066 0.074209948200773243 -0.049823529624026613 0.021690379285096206 0.0011245092387522453 -0.00037986504728606987 0.036311731015150367 -0.0050087741854329491
leaf_weight=0.044398944910432614 0.020245637682136386 0.036906625609844923 0.031448964872254237 0.085043971092090942 0.051214361300935707 0.027117366673749643 0.025018913202074056 0.054017385849682853 0.04783050153247359 0.026906411828235832 0.20254883617842168 0.099744109555103933 0.078229968763480429 0.026857783367177035 0.2313958399108732 0.15724382934563053 0.03230735042143329 0.94604212615649885 0.039303284723700926 0.072924305357446428 0.091651913608160385 0.60136129990860254 0.1511121150906547 0.065412140218541026 0.06838579839313752 0.64893645397387345 3.033735919048012 40.015891266291206 1.1256638369522987 12.647650959685221
leaf_count=20 50 5 35 28 39 29 14 318 116 33 33 32 32 32 33 22 27 25 32 37 53 17 15 8 33 29 51 3004 35 396
internal_value=-9.34216e-06 0.0189821 0.0050311 0.0160469 0.0398623 -0.0393612 -8.83944e-05 -0.035789 -0.00646184 -0.0520105 1.40167e-05 0.0244269 0.0462924 -0.0505875 -7.93007e-05 0.000144674 -0.00958102 -0.00227456 -0.0294541 0.0207037 -0.0748649 -5.27253e-05 0.0125512 0.0541015 0.0108149 -0.00024656 -0.000351266 0.000658414 0.0106473 -0.00370573
internal_weight=60.7865 0.251977 0.21507 0.194825 0.136258 0.0585663 60.5346 0.173153 0.119136 0.0747369 60.3614 0.229851 0.177974 0.0518767 60.1316 58.7468 1.38478 1.18223 0.236187 0.112228 0.123959 58.5154 0.886271 0.28491 0.133798 57.6291 57.4719 44.1753 4.1594 13.2966
internal_count=4633 186 181 131 67 64 4447 487 169 149 3960 110 64 46 3850 3643 207 174 149 69 80 3610 73 56 41 3537 3515 3090 86 425
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=13 13 18 18 7 0 7 7 8 9 8 10 15 10 4 0 2 18 18 18 6 5 18 17 18 17 5 2 6 19
split_gain=0.00887817 0.0474552 0.0262575 0.0214689 0.0863929 0.0501266 0.0868854 0.0409223 0.0297466 0.0497515 0.0272678 0.0920793 0.0237056 0.022016 0.0211025 0.0285262 0.0248974 0.0192607 0.0266826 0.0508885 0.0459319 0.0715295 0.0262951 0.114189 0.0520353 0.0348048 0.0269024 0.0997855 0.114463 0.0669441
threshold=117.69263157665002 117.71413924170001 13.405741979600002 12.722397935550001 22.093462376800005 85.495657006400009 22.502236473750006 21.115414688150004 5.1459841250500009 70.238863950400017 8.8430989333000021 62.425997789000007 32.145494189350011 61.917879202350001 209.52275111965002 71.249517373150013 210.71970372160004 12.854871756700001 13.075178189100003 12.964611930900002 16.475384944750001 22.127107789600004 13.193283301750002 188.85216786605002 13.220529463200002 186.96143535655003 21.990725385850002 158.58656282205001 16.525386113000007 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 6 -5 8 9 14 13 -12 -13 -7 -1 16 -16 -15 19 -19 21 -21 23 25 -24 -20 -26 -28 29 -29
right_child=1 2 -4 5 -6 10 -8 -9 -10 -11 11 12 -14 17 15 -17 -18 18 22 20 -22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=-0.049587534972037384 0.027664318786007776 -0.0041708287756439637 0.017622005794808313 -0.098262450390775677 0.10091443202092164 -0.017180550758523625 0.03751174154111616 -0.10155655190640465 0.091392406331427867 -0.10057598969501731 -0.10341653405941481 -0.029374640253406217 0.021995699314638045 -0.025584591906730153 0.045502875379886558 0.07191695762522568 -0.058826906789948188 0.00080527715531000842 -0.01130422781017091 0.08422143158588781 0.011317503711857003 0.0039033972062414574 0.037545718237224565 0.0072190078202388945 -0.001414179250796015 -0.041886496089660226 0.050792912971954256 0.0053360123801525945 -0.020254491117704929 0.040917587287571125
leaf_weight=0.03945153804147139 0.7268608681843024 3.0760253542247828 0.67401994254032604 0.13213356456489478 0.10479101005057601 0.74732402117815766 0.073264994007288919 0.037465675995122183 0.038469080206596118 0.04340216486032844 0.11210049908049668 0.15644834878526126 0.21096394793130457 0.29038214187858002 0.044716733410950837 0.087801184161435231 0.046826957284338278 4.4939060787874032 0.63253868529864055 0.24947447670274403 1.2708077982388202 0.19959229289906943 0.36790666871456679 1.9348219639077795 35.675778554785154 0.90393620102622663 0.44822214919258652 5.5499459708159975 1.7521273724414639 0.58444634830918563
leaf_count=22 14 208 40 192 5 26 45 10 35 284 23 34 30 17 14 31 35 55 15 22 29 26 29 35 2990 33 25 206 29 74
internal_value=-6.98031e-06 0.00427887 -0.000253861 -0.000348216 0.021581 -0.000522327 -0.0498322 -0.00300525 0.00927506 -0.00277298 -0.000340103 -0.0240835 0.000121622 -0.000133478 0.016628 0.0311938 -0.0078645 0.000100906 0.000238867 0.00640373 0.0210321 0.0485233 -0.000561705 -0.00894351 9.39229e-05 -0.0292963 -0.000219156 0.00489599 0.00228748 0.008726
internal_weight=60.706 4.47691 3.75005 56.229 0.442924 55.7861 0.205399 0.338133 0.300668 0.262199 55.5807 0.479513 0.367412 55.1012 0.218796 0.179345 0.0915437 54.3539 54.0635 6.21378 1.71987 0.449067 47.8497 3.4713 44.3784 1.53647 44.0105 8.33474 7.88652 6.13439
internal_count=4633 262 248 4371 436 3935 237 431 421 386 3698 87 64 3611 102 80 49 3585 3568 132 77 48 3436 83 3353 48 3324 334 309 280
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=2 3 19 18 0 7 0 10 17 16 10 8 2 19 8 0 0 7 13 8 13 10 10 2 9 10 18 7 16 18
split_gain=0.00971917 0.0611645 0.0656418 0.0269582 0.0369169 0.034163 0.0325802 0.0183877 0.0110617 0.0251173 0.141007 0.0466302 0.0523455 0.0682609 0.0304684 0.0436228 0.0639807 0.123749 0.0532816 0.0815512 0.0266489 0.0256147 0.0239901 0.0236564 0.0234712 0.0207462 0.0186796 0.0761245 0.0604223 0.0409816
threshold=325.13486840910008 92.913112988300014 14.351157895250003 14.646070254650002 91.886121982450007 22.435297587800004 109.89341454020003 89.541786492700012 202.18556316275001 18.684956306450005 75.981203682750007 8.2435668022500028 223.32247823975004 13.351077205700003 8.1436447804000007 90.767723400200012 97.491557184450016 26.545218975000001 117.57971633515002 8.4434108459500017 98.599201934150003 67.031326566450005 72.04530097975001 188.61740261325005 202.49517884540003 63.565904036300005 15.329371696850002 24.930088150450004 14.504966081100003 14.830595894550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 -6 -7 -8 26 10 -10 12 13 23 22 18 17 21 19 -16 -14 -17 -11 -12 -25 -21 29 28 -28 -1
right_child=1 -3 -4 4 5 6 7 -9 9 14 11 -13 20 -15 15 16 -18 -19 -20 25 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00061798242818657983 -0.086869360100782195 -0.10153951359237952 0.081367228012676193 0.10010835953093106 0.087178155337564553 -0.10034082826505726 0.0581459949650035 -0.10011342736843223 -0.089184913282835787 0.015142545465227709 -0.10101872443555447 0.06237028314734186 -0.027198319204223428 -0.00022823705742906747 0.062213214219577574 -0.048412774023062134 0.0055206054092060983 -0.005022477163974786 -0.022058168795098906 -0.0099770012918548503 0.089284159683550093 -0.10234201697023966 -0.0017176344375167301 -0.074346764970698309 0.052766978322245521 0.022029679180495525 -0.0063977776336457976 0.0034897389073089307 0.093608040293062744 -0.013609798269405692
leaf_weight=44.983654846373881 0.053851675303806412 0.068249979072287914 0.078819879832735751 0.027579033747315407 0.021042393520474434 0.058635755724935734 0.028851994000433479 0.0098472392107851192 0.21934536659517678 1.464869347109925 0.10880518091016711 0.10634463504788982 0.026575535744768786 0.53136555304081412 0.27424536558100976 0.14272886161052134 0.54187387740239501 0.4838002547621727 0.60642009202274483 0.63739313662517816 0.075267347354383674 0.22999256915500155 1.990951267973287 0.035916466115395451 0.02439087092079717 0.29682329681236297 0.093157877638534781 5.0925585230973205 0.1718911565039889 2.1198893718515128
leaf_count=2241 29 90 32 10 9 139 17 82 108 36 170 36 114 32 35 14 4 2 36 29 27 38 17 43 41 35 101 749 31 286
internal_value=-4.36614e-06 -0.0166953 0.00408735 -0.0263979 -0.00408646 -0.0283613 -0.0533392 0.017876 9.17154e-05 -0.00342272 -0.0172233 0.000147732 -0.00809963 -0.0178391 -0.00108849 -0.00809808 -0.0213718 -0.0383851 0.00212952 0.0142672 0.0588885 -0.0816905 0.00542914 -0.0731738 -0.0229365 0.0001923 0.000614053 0.00620913 0.0584586 -2.23371e-05
internal_weight=60.6051 0.346878 0.278628 0.199808 0.145956 0.118377 0.097335 0.0386992 60.2583 7.79711 1.12801 0.908666 0.802321 0.700478 6.6691 3.21328 1.3984 0.856522 1.81488 1.20846 0.101843 0.372721 3.45582 0.169113 0.0603073 0.934216 52.4612 5.35761 0.265049 47.1035
internal_count=4633 408 318 286 257 247 238 99 4225 817 571 463 427 286 246 193 58 54 135 99 141 52 53 254 84 64 3408 881 132 2527
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=12 19 18 7 0 9 13 7 16 17 7 7 18 18 6 0 5 6 5 5 9 8 15 18 18 15 16 8 18 7
split_gain=0.00952427 0.041354 0.0821175 0.0481126 0.0381609 0.0426999 0.036375 0.0261459 0.0258456 0.015199 0.0370467 0.0116574 0.025731 0.0520076 0.0258814 0.0294121 0.0402253 0.0210858 0.0310929 0.052529 0.016699 0.0639334 0.0684371 0.0327736 0.0265606 0.0272337 0.0277718 0.0369637 0.02826 0.0235763
threshold=322.74414298955008 14.351157895250003 14.646070254650002 26.459406588900006 86.420486603250012 208.17787845895003 82.420060905150009 28.254715834950002 22.694946929300002 209.54662559615002 23.960918281000001 20.714163848350005 14.170404054850001 13.154691941050002 23.145540791850003 75.381677519650012 29.110986871100003 16.505385645700006 36.806659819600007 30.922794813800003 179.11733629770001 7.943800736700001 32.355961258350007 13.317304170000002 13.378437733750003 23.949961253350004 11.949972055800002 1.4488693167500002 16.161386252450004 23.365573965200003
decision_type=2 2 2 2 2 2 2 2 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 8 9 -3 -6 7 -5 -2 10 -4 12 13 14 15 16 -1 -18 19 -19 21 22 23 -13 -25 26 27 -26 -28 -30
right_child=1 4 3 6 5 -7 -8 -9 -10 -11 -12 20 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=-0.10053303962313215 -0.09839767190341836 -0.05446854781606264 0.065786408460664733 0.095985147245650812 0.083563146532393148 -0.0098973674437758483 -0.1003340255043999 -0.10008284244853088 -0.00082566023896100786 0.090237579858306605 -0.10051974288775314 -0.10092268515775525 0.085283397505574343 -0.089319379352705203 -0.1007196548123775 0.050802739584396586 0.10019791902243787 0.047035241907755404 0.099367693501592247 -0.10110945966702004 0.00017239189630753116 -0.10129684494747515 0.092789360869256099 0.06973426126867005 0.025870327475342649 -0.10037330849712352 0.020831197905028707 -0.10068097589218419 0.052552210627420652 -0.10054355767686916
leaf_weight=0.035068280807485475 0.15149253113442895 0.0546004266846154 0.047698393543200268 0.022176377511641476 0.10496892270748504 0.091493245115998434 0.050697992453478946 0.0098098489650055853 0.033074988954467699 0.054847378902195487 0.018624943361828628 0.042332584508000148 0.04754781511019246 0.049026249241478581 0.017094213515520096 0.20694364547463806 0.026083936914801598 0.049219351248780185 0.025437172791271223 0.04659132454943915 58.673835370522568 0.077295110677368939 0.064311704932606517 0.039213750442741002 0.036372226365244842 0.035312313434189946 0.24473003719492681 0.063157702075956834 0.013638004777021706 0.038328414534134936
leaf_count=229 123 35 44 7 28 38 147 103 14 24 38 99 20 43 4 136 5 74 9 60 2496 15 6 14 256 91 201 173 6 95
internal_value=-6.04577e-06 -0.0121453 -0.0325901 0.0111604 0.0194851 0.0400382 -0.0476503 0.0358531 -0.0809125 0.0512915 0.0190843 0.0001237 0.015283 0.00797533 0.0197114 0.024999 -0.00427692 0.0186342 0.00108747 -0.0250054 -4.82686e-06 -0.0158873 -0.00445363 -0.0166424 -0.00906344 -0.0162238 -0.00872422 -0.0544341 0.00660962 -0.0603653
internal_weight=60.471 0.639485 0.388422 0.203855 0.251063 0.196462 0.0826842 0.0319862 0.184568 0.121171 0.0663233 59.8315 0.503012 0.455464 0.406438 0.389344 0.1824 0.147332 0.121248 0.0958107 59.3285 0.654692 0.577397 0.513085 0.470752 0.431539 0.396226 0.0995299 0.296696 0.0519664
internal_count=4633 601 500 363 101 66 257 110 137 106 82 4032 580 560 517 513 377 148 143 134 3452 956 941 935 836 822 731 429 302 101
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=18 13 12 5 10 16 7 16 9 13 10 13 17 16 10 13 9 9 2 6 7 5 13 9 16 4 13 9 7 5
split_gain=0.0085229 0.0291771 0.0227235 0.0168463 0.0237781 0.0156086 0.0155768 0.0316159 0.0165694 0.014138 0.0122371 0.0112129 0.0103827 0.0518033 0.100264 0.0681203 0.0204488 0.0339442 0.0450522 0.028477 0.0278654 0.0270969 0.128323 0.0346189 0.0187432 0.016806 0.0746251 0.113272 0.0363021 0.0268305
threshold=17.108018746400003 95.937628385050019 217.08460102575 13.8160216159 90.937096262400004 10.294975925900001 26.545218975000001 17.684958644900004 213.03443802080002 92.980324441600018 103.90352982555002 100.21227681250001 202.18556316275001 18.684956306450005 75.981203682750007 102.35497794245002 210.25104900155003 220.34006501145004 161.07012613040004 15.945372561050002 23.913271136350005 19.221712148250003 117.48293184245001 204.51365672970005 15.564963602350003 371.16724128940001 117.55283175385001 75.287035528200008 24.227986230350002 23.636018850950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 5 -4 -3 8 -8 -7 -6 -10 25 14 24 -16 20 18 -18 -20 -15 -22 23 -23 -14 -1 27 28 29 -27
right_child=1 6 3 -5 10 9 7 -9 11 -11 -12 -13 13 16 15 -17 17 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0005790398332328055 -0.10029668033027009 0.076113996796241853 0.080436956869666773 -0.10049601828283722 -0.10010902547586141 0.034392040965201091 0.041359757882678566 0.10015487130904313 -0.1005956879777495 -0.1002720469041733 0.050206573886124164 -0.00032748770488308664 -0.020024286614795168 -0.013755055436792061 -0.09078994678280583 0.0035047219170985036 -0.0093579635305878692 0.0014724398300700219 -0.088431484218640513 -0.016363633563081865 0.001065238351622299 0.03420981848791909 -0.0087281919915771413 0.087207942226478485 -0.10074039219847748 0.056092068984458489 0.050041788801576975 -0.098753695524274487 -0.10027193830891193 -0.035437815443700962
leaf_weight=51.870708052725497 0.026690098802020112 0.07916788240254391 0.046125856028083945 0.014416733862162801 0.0220481274558324 0.025358981115005008 0.028225969785125926 0.032142632349859923 0.025237004030714161 0.011257013728027232 0.0071794300411056602 0.019985066537628882 0.034560797800294973 0.82375371716625512 0.087303345517057096 0.62566502025583759 0.52834984357468773 1.1803550151817033 0.14907379608484916 0.08672736439621076 2.7996787062729713 0.2777548939338883 0.69498632240720326 0.22157250872987788 0.17166471403288597 0.11610741322329232 0.12001545272505609 0.17469953679954031 0.024318904442225175 0.044224560464499518
leaf_count=2830 343 20 26 14 209 56 14 17 24 27 81 23 14 31 133 31 16 36 28 27 41 35 65 30 109 86 41 92 76 58
internal_value=-7.83464e-06 0.015831 -0.0164553 0.0012503 0.0143507 0.0417395 0.0425808 0.0174389 -0.0187596 -0.00700832 -0.0631856 -0.056284 -9.69696e-05 -0.00353019 -0.0258043 -0.00804171 -0.000502476 -0.00915825 -0.0255791 -0.061925 0.00299111 0.00644497 0.019056 0.0577273 -0.0872134 0.000406795 -0.0182313 -0.0410331 0.0135769 0.0308453
internal_weight=60.3694 0.337835 0.153076 0.126386 0.111969 0.0827419 0.184759 0.105591 0.073448 0.036616 0.0292276 0.0452221 60.0315 7.68145 0.919194 0.712968 6.76225 1.94451 0.764151 0.235801 4.81775 3.99399 1.19431 0.499327 0.206226 52.3501 0.479366 0.35935 0.184651 0.160332
internal_count=4633 854 756 413 399 109 98 78 61 83 290 47 3779 596 287 164 309 107 71 55 202 171 130 65 123 3183 353 312 220 144
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=13 13 18 18 7 7 18 0 8 9 8 10 10 10 6 18 7 9 7 3 18 6 5 2 17 5 0 13 10 12
split_gain=0.00820549 0.0447449 0.0215863 0.0191415 0.0782405 0.0368716 0.0354393 0.148234 0.0255172 0.0440949 0.0228294 0.0790977 0.0248371 0.0215826 0.0784368 0.290325 0.0364351 0.0884594 0.0688892 0.0355766 0.0480696 0.0485719 0.046081 0.0247739 0.0562395 0.0473409 0.0303745 0.0283619 0.0246457 0.0244549
threshold=117.69263157665002 117.71413924170001 13.405741979600002 12.722397935550001 22.093462376800005 21.115414688150004 12.854871756700001 86.135510041400025 5.1459841250500009 70.238863950400017 8.8430989333000021 62.425997789000007 66.235542959850008 61.987779113750001 16.525386113000007 13.063922652800002 22.721067571950005 194.45262321395003 22.747724408400003 92.813640037450014 13.24088655595 16.465384711100004 23.636018850950002 302.29361977965004 208.71070186110003 18.331716563250001 105.7585659356 89.598244113450008 61.993156030000002 226.26044291545003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 8 7 -5 9 -1 13 -12 -13 14 19 -16 17 -15 -18 -8 21 -21 -22 28 26 27 -25 -26 -20 -30
right_child=1 2 -4 6 -6 -7 10 -9 -10 -11 11 12 -14 16 15 -17 18 -19 23 20 22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.016483203222672799 0.026966295555641451 -0.0038124766946692912 0.016057810056513518 -0.08621802470198936 0.10082006828788773 -0.10140895709315022 -0.020933245189546298 0.051293494066223716 0.089004789551288876 -0.10049290871099639 -0.10323344543303903 -0.020041174374992775 0.034777698552515002 0.0052712006104196222 -0.0010764139883906972 -0.10489712238061571 -0.053542704501573016 0.059265114229054817 0.014536836282224241 0.0043001013033816225 0.032713303919617943 -0.026743975591348276 -0.00039690283309635105 -0.078160494173944509 0.057070922187047374 0.077360287451217438 0.012994884933313114 -0.10039133695706336 -0.00096583693197910118 0.0067990129260632505
leaf_weight=0.19613591543702202 0.71894069535119243 3.0715039047350392 0.6651185146984061 0.2030628301240246 0.094775654636578111 0.033990804646009565 0.65896799100664871 0.12768330712515308 0.034816205273273226 0.038560605560046035 0.095986689766958899 0.24146571339224465 0.12566122519007195 3.8332075079128307 1.1373527868286144 0.35293083090580335 0.24115265500176875 0.32951043191133056 1.1766258065717909 1.6880262694203341 0.88852466590378731 0.71852781933193899 0.79771653193574821 0.16643031480317816 0.017210421445383872 0.074121270840805664 0.046843464459357165 0.034109871530745295 37.911863201330071 4.5419380678639376
leaf_count=102 14 208 40 42 5 10 25 11 35 284 26 39 34 457 28 83 17 15 11 29 16 40 33 205 56 46 110 61 1914 637
internal_value=-9.60311e-06 0.00412013 -0.000275567 -0.000339314 0.021505 -0.00326284 -0.000496332 -0.0331322 0.0091153 -0.00273596 -0.000300352 -0.0224094 -0.00127762 -0.000112876 -0.00564681 -0.0256634 0.000601222 0.00954522 -0.00024092 0.000630927 0.00410291 -0.00496877 0.0170497 5.1418e-05 -0.0268887 0.0262427 -0.0581391 -0.0475859 0.000260562 -0.000135111
internal_weight=60.2628 4.45556 3.73662 55.8072 0.398279 0.303504 55.4089 0.330746 0.269513 0.234697 55.0782 0.463114 0.367127 54.6151 6.24205 1.49028 48.373 4.16272 44.2103 4.75176 4.0928 2.40655 1.68624 43.9691 0.338715 0.125442 0.213274 0.0513203 43.6304 42.4538
internal_count=4633 262 248 4371 436 431 3935 53 421 386 3882 99 73 3783 254 111 3529 472 3057 143 118 69 49 3040 478 163 315 117 2562 2551
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=12 2 17 2 7 5 19 14 16 18 10 5 6 7 9 15 15 18 3 6 2 14 2 5 6 16 10 5 14 10
split_gain=0.00890053 0.0883836 0.0225409 0.0622267 0.0529403 0.0575946 0.0298424 0.114229 0.0524135 0.0619229 0.216001 0.0449646 0.0437134 0.133039 0.0432431 0.0606804 0.121205 0.0468717 0.0420902 0.0403424 0.0411821 0.133671 0.0959645 0.159412 0.0878207 0.0660315 0.0797652 0.0630924 0.0567779 0.0536405
threshold=148.96091148645004 129.01927736685002 183.32030055335002 145.83272221200002 23.365573965200003 13.8160216159 14.251149826300002 223.94567884220001 22.624947093000003 13.24088655595 62.095317438950012 24.225659292200003 16.545386580300001 22.958251375150002 196.40176798710004 40.856592954650004 42.80317728375001 13.344136431100003 93.571785230250015 16.565387047600002 186.79363985910004 272.02763708760006 221.01224434660003 22.825270530250005 11.215262042800001 15.564963602350003 77.04583310240001 14.050239455300002 267.17386634195003 62.009286778800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 9 10 -8 14 -10 -14 17 -16 -17 -11 -13 20 21 28 23 25 -23 26 -22 -28 -9 -24
right_child=1 2 6 4 5 -7 8 19 12 11 -12 18 13 -15 15 16 -18 -19 -20 -21 22 24 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013175060611323019 -0.047329252914240331 -0.10262217516113936 0.1011867314724641 0.0019228159008368335 0.018058295700454117 -0.087000294862904809 -0.083642414049395444 -0.0018221101367003089 0.0062770655312895333 -0.0012598934009990202 0.0099120832447734831 0.05795732533075261 0.0085246961003662206 -0.073824737698919618 -0.0060765177796095098 0.06345749764478073 -0.0065829327692878709 -0.028278567671782689 0.0046451565300890136 0.053142529425379538 0.099043536380881814 0.031257260193824077 -0.091431494243188527 0.099040191638390312 -0.087805670519844142 0.0018793247523640113 0.045209034362670528 -0.10082289115319448 0.02648201740420671 -0.00069854334072890845
leaf_weight=27.411918044446764 0.40884224761430132 0.073774579650772831 0.11989053431898611 0.99910393113846374 0.079264157991588036 0.15272398178785807 0.43395042003897077 6.5629673884041004 7.3551158069898275 1.0909885717555847 0.57220595028752541 0.20364204095676619 0.63695624289721298 0.28349869088469859 5.9439653270583221 0.39830242714378961 0.65072825594688766 1.560398905763577 0.54287777190921815 0.15852643002275435 0.17682932055140577 0.079671053621268473 0.067737143582235038 0.27443656644300052 0.27852394624278531 0.95127001443506742 0.088840276937162344 0.044357770239003003 0.79452855662202626 1.71073316271719
leaf_count=1787 30 41 5 358 170 49 36 296 229 13 10 24 27 47 124 31 34 39 48 21 30 134 21 12 44 130 101 16 36 690
internal_value=-1.14654e-05 -0.0011257 -0.000540619 -0.0134155 -0.00806972 -0.0511046 1.65108e-06 0.00409522 -0.00235143 -0.00674981 -0.0304375 -0.00445612 0.00370599 -0.0168388 -0.00628629 -0.00216317 0.0200104 -0.017161 0.0191881 0.00305482 0.00233494 -0.00166977 0.0116582 0.02997 -0.0613233 0.0149415 0.0550206 -0.00342269 0.00123442 -0.00415432
internal_weight=60.1066 32.6947 32.2858 1.30487 1.23109 0.231988 30.9809 11.3083 19.6726 11.3971 1.00616 10.3909 8.27557 0.920455 9.64438 6.993 1.04903 2.65139 0.74652 11.1884 11.0299 7.71569 3.3142 1.53573 0.358195 1.2613 0.310027 0.133198 7.3575 1.77847
internal_count=4633 2846 2816 618 577 219 2198 1536 662 359 46 313 303 74 241 189 65 52 72 1531 1510 510 1000 289 178 277 147 117 332 711
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=17 17 12 14 17 17 9 17 10 10 18 6 5 7 5 15 16 15 10 4 6 0 19 13 18 15 18 0 5 12
split_gain=0.00779309 0.0385606 0.0206051 0.0326807 0.0267902 0.0256945 0.0230872 0.0185525 0.0164797 0.0158848 0.0372205 0.0248785 0.0266246 0.0241728 0.0163055 0.0297869 0.0147947 0.0309439 0.0926027 0.0887431 0.0481277 0.0270208 0.0266831 0.023189 0.0177886 0.0173744 0.0142427 0.0171323 0.0249842 0.0138901
threshold=174.47088669260003 173.77968723070003 66.834523482800009 164.00076642740001 172.68891404560003 162.04221493815001 58.084576609100004 171.19957438235002 64.730006406800015 71.658163008950012 12.899561312100003 15.470361462550001 29.110986871100003 23.822419043000004 30.922794813800003 28.298162031900002 14.184966829400002 20.538897842700003 76.621056717750008 267.06082587310004 12.325287978400002 100.53758024625002 11.950964240300001 99.07774748140001 16.115468395400004 22.151858238250004 14.390586827150001 95.746747857800017 14.835543846500002 216.20511703005005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 10 11 -7 -13 -11 -14 -16 23 18 -18 24 21 -21 -23 25 -20 26 -2 -28 29 -29
right_child=16 -3 3 4 -6 7 -8 8 -10 13 -12 12 14 -15 15 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.046900236074471302 -0.10028124106372366 0.07609551907774173 0.077333896975356253 0.050387230909626629 -0.056398751592030928 0.082345984411394346 -0.10047828716906289 0.001320431006741174 0.08337616668989975 0.047857139022018033 -0.1010773341893365 -0.10071232353014777 0.066465978257832389 0.0043303218673823541 -0.10107619676106061 0.040354887970124709 -0.07549094622262581 -0.00024334739419321842 0.035778663032301157 0.079670543123787949 -0.10189857607070599 0.056174955729315634 -0.090486157721300559 -0.10042045436841379 0.087906838196255332 -0.080732988890368104 0.086089644221542139 -0.011520184510399809 -0.10072989764308971 0.020942097410431258
leaf_weight=0.078019796799248975 0.016107450556183234 0.075960232006991535 0.061325385202987692 0.013576238143116259 0.072618142897091675 0.030996913591792352 0.040117785167733899 0.041699345001688815 0.059255353971707336 0.14394213132072753 0.045045978108134932 0.029489819526450134 0.031755954019899946 1.1230365255590582 0.026648985713563889 0.033751779060054332 0.079453567379913603 56.593655860172774 0.094545572632341646 0.041228840389521793 0.050596578512340784 0.021310821426595794 0.029685733301448636 0.029375942168528013 0.21281835129479987 0.033420464856703802 0.01999775738477183 0.58597750533098747 0.027809512668000025 0.17006322500185433
leaf_count=22 56 35 73 57 32 13 306 29 32 34 48 83 32 137 35 19 42 2512 23 11 6 15 35 38 50 29 11 396 21 401
internal_value=-9.91706e-06 0.00627974 0.00338383 0.00562147 0.0030222 0.00568693 -0.0623328 0.0080197 0.049483 0.00516177 -0.0212024 0.00236921 -0.0180098 0.00927543 0.00845475 -0.0220449 -0.000216721 -1.81896e-05 0.0240406 0.041607 -0.0235259 0.0194709 -0.0291983 -0.0130638 0.0718721 -0.0100567 -0.00717602 -0.00531038 -0.0076422 -0.00421814
internal_weight=59.9133 1.90724 1.83128 1.75326 1.69193 1.61932 0.053694 1.56562 0.100955 1.46467 0.197689 0.152643 0.121647 1.26698 0.0921567 0.0604008 58.006 57.1233 0.529639 0.450186 0.142822 0.0922254 0.0509966 0.882752 0.307364 0.853376 0.819955 0.803848 0.78385 0.756041
internal_count=4633 987 952 930 857 825 363 462 61 401 230 182 169 171 86 54 3646 2694 182 140 67 61 50 952 73 914 885 829 818 797
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=5 15 13 10 18 17 2 13 18 5 17 9 16 7 18 16 17 17 2 18 2 9 16 10 4 2 7 16 5 0
split_gain=0.00838188 0.0215433 0.0228275 0.0133648 0.0145835 0.0152793 0.0129533 0.0136392 0.0101692 0.0168327 0.0354977 0.0100303 0.0338165 0.0300966 0.0921646 0.241592 0.0767481 0.0574435 0.134209 0.0776167 0.0773643 0.0651613 0.0768897 0.0558025 0.047932 0.0604303 0.0462438 0.045343 0.0297593 0.0855462
threshold=9.1899936892500005 21.086216674150005 106.01665791610002 90.937096262400004 18.324911823050005 201.39543491635001 266.28898953815008 77.973351157400018 16.435318745950003 2.7155367820000005 193.82504409230003 186.70853236170004 22.764946765650006 23.109894804950002 13.317304170000002 22.554947256700004 192.64609805285002 188.27285108100003 142.82105631415001 13.063922652800002 190.3068252971 190.90230715925003 22.614947116400003 61.950140699950005 156.40313730310001 133.24279810655003 22.907491544400003 22.704946905950003 21.950234501100002 86.904409066750006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 -1 -11 12 -2 14 17 16 -16 19 21 23 -20 -19 -23 27 -25 -26 -18 -13 -15 -30
right_child=11 2 -4 -5 -6 -7 7 -9 -10 10 -12 13 -14 28 15 -17 26 18 20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.099079965198322018 0.0027496542247487515 -0.10063650283889908 0.10022076571317313 -0.066232896329864163 0.089580570996589989 -0.10012643783940878 0.072137871902815995 -0.10022017759028452 -0.055024984253908206 -0.10013691131141203 0.067699924785375426 -0.035071935418193381 0.055100808415541547 -0.00075965191339478274 0.016970607247603586 -0.093708954218920559 -0.070296132235121045 0.079664445477102011 -0.032489838576883527 -0.035043227668832638 0.010150311096014074 0.054072019639259727 -0.019951144262766764 -0.015161792315092541 0.033349999163275641 -0.0052707321925205986 -0.0003474488895598728 0.0003613201974632461 0.0024346518270130617 0.033566962985506286
leaf_weight=0.029382596592767096 6.436847063563504 0.045520349159403395 0.0064614210277795783 0.028060356474895798 0.019518676632287679 0.014433904543238896 0.0061474492686102158 0.018135912774596363 0.013614851432521391 0.020120915085954039 0.033720583407557569 0.71464822997586297 0.12580055184662331 33.888886422485925 0.67456777099312126 0.41054011546462721 0.21193228882384574 0.30681647150777314 0.65787944914791285 0.86143292246686076 1.2046447172333499 0.32981309946626425 0.24424016318516806 0.64791850663823458 0.95212401772005228 0.70524429037550362 0.17059030098243966 0.73011870878690388 9.3596648213160698 0.97452750712432212
leaf_count=9 1180 174 1 389 8 93 12 59 53 72 21 22 15 1745 14 37 25 18 33 29 37 34 19 23 41 31 19 62 219 139
internal_value=-9.11989e-06 -0.0188531 -0.0756696 -0.00272616 0.0087652 -0.00287137 0.00871833 -0.0565869 0.0250943 0.0382012 0.00497822 6.5208e-05 0.00375318 -0.000391058 -0.00572395 -0.0286044 -0.00331993 -0.00115826 0.0102998 -0.00797467 -0.00491101 0.0424616 0.0225777 -0.0017567 0.00790035 0.0169161 -0.0391017 -0.0171656 0.000672854 0.00537047
internal_weight=59.8434 0.235117 0.0519818 0.183135 0.155075 0.135556 0.121122 0.0242834 0.0968389 0.0832241 0.0538415 59.6082 6.56265 53.0456 8.82251 1.46763 1.05709 7.35488 2.74339 4.61149 1.86252 0.88087 0.574053 3.75005 2.30529 1.65737 0.382523 1.44477 44.2231 10.3342
internal_count=4633 891 175 716 327 319 226 71 155 102 93 3742 1195 2547 444 95 58 349 141 208 70 71 53 179 95 72 44 84 2103 358
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=13 13 18 2 18 3 10 16 8 2 9 16 0 7 9 2 15 17 18 17 5 2 16 0 15 6 9 5 5 19
split_gain=0.00837026 0.0377064 0.0313048 0.122979 0.0536702 0.0348316 0.0253039 0.0521551 0.110704 0.0767194 0.102094 0.0377233 0.160408 0.0497839 0.0332158 0.04718 0.0315628 0.0627554 0.072909 0.0610289 0.0336379 0.0484191 0.114042 0.0233287 0.0229885 0.151653 0.0464794 0.0271265 0.0270988 0.021204
threshold=117.55283175385001 117.54745483760001 13.781134552700001 282.08781659895004 13.602243858600003 93.077108934250006 61.987779113750001 22.594947163200004 8.4434108459500017 200.24623605120004 206.22988073345002 22.604947139800004 86.264556031700025 22.835261448650005 197.61184394335004 92.716362671650018 42.968808980200009 190.19286262750003 13.565012728250002 188.27285108100003 21.482549112100006 171.06275453495002 22.834946602000002 86.135510041400025 42.33967733730001 16.405383309150004 206.57490536735003 23.967536448650005 23.636018850950002 14.651182102100002
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 6 -6 7 8 -2 16 23 -8 13 14 15 -13 17 19 -19 20 -9 22 -22 -11 29 26 27 -26 -27 -1
right_child=2 -3 3 -5 5 -7 11 9 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=5.0728748705244727e-05 0.00056920778856690032 -0.019088430604252957 -0.086667122440843097 0.0040938918934976323 0.0036185905834269388 0.035357203994255161 -0.00110739598294947 0.0025908338408855858 0.084656586905230632 -0.050116313010852426 -0.0058463611738008214 0.0035078363338403931 0.061185285603322787 -0.011995471168757845 0.002007331344916919 0.067720326451172236 0.012803230980782315 -0.055820344695391579 -0.0010434202691698093 0.019213621696074344 -0.0763206230329775 -2.5463024168440117e-05 -0.0052602637398953527 -0.10538546523200742 -0.10123964442030942 -0.0092658629223535856 0.004530856964188896 -0.035473704154115625 0.018410222951980196 0.031476732378977114
leaf_weight=38.991083353096464 0.62592889285054454 1.0948912465901219 0.19471361408068233 0.63995779143442633 0.61473056720569619 0.79032655310584232 3.3370962018179844 2.1596433948434406 0.20879408791370224 0.14417784644183473 0.49113577145908494 0.21183980698697336 0.58499837783165265 1.1573392023728954 0.56461200386911514 0.24882800262912497 1.2806779343773085 0.47472679538259388 0.49777378910221159 1.2466553795966318 0.35704401647672035 0.99976906180381775 0.61460394976529642 0.16238522808998823 0.2295081993970588 0.74477117694914319 0.074523987272755221 0.086301839478110765 0.67391404596526172 0.21589209081139316
leaf_count=3778 105 19 25 50 7 36 45 23 8 36 19 16 24 34 8 30 51 38 3 19 20 4 49 7 41 14 34 36 33 21
internal_value=-8.11392e-06 -0.000773657 0.00182277 -0.017079 0.00276337 0.0214712 0.00105296 -0.00224112 0.0216025 -0.00460246 -0.0341107 0.00605141 0.0146833 0.00221951 0.0182654 0.038192 -0.0015178 -0.00440599 -0.0277828 -0.000178555 -0.00603065 -0.0154753 -0.0313723 -0.0793922 -0.000284757 -0.0113062 -0.0665049 -0.0832677 0.00388103 0.000223775
internal_weight=59.7186 42.1109 17.6078 0.834671 16.7731 1.40506 15.368 9.26332 0.834723 8.42859 0.797699 6.10471 2.76762 2.18262 1.02528 0.460668 7.63089 6.35022 0.972501 5.37772 4.13106 1.97142 0.971648 0.306563 41.016 1.80902 0.390334 0.31581 1.41869 39.207
internal_count=4633 3976 657 75 582 43 539 382 113 269 62 157 112 88 54 46 207 156 41 115 96 73 69 43 3957 158 111 77 47 3799
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=12 10 5 7 15 16 18 16 8 13 3 5 7 19 3 7 6 7 4 4 14 6 13 16 19 16 4 9 9 6
split_gain=0.00804561 0.0350546 0.129085 0.0825851 0.0859891 0.064013 0.0601962 0.0764549 0.0600822 0.0532588 0.0350924 0.0773246 0.0446532 0.0376747 0.0528791 0.0348641 0.0283742 0.0258532 0.0247691 0.0240705 0.0918411 0.0272238 0.0867521 0.0362106 0.0432503 0.0219107 0.0210872 0.18855 0.0171925 0.0264859
threshold=247.98708896700003 74.927328095600004 21.363989181350004 23.131311951800004 25.186533201700005 14.504966081100003 14.549241649450002 22.634947069650003 7.7439566930000003 97.308742031600005 91.80009132230002 22.533652790000001 24.176603375500004 14.351157895250003 93.794927255050013 26.366329164100005 14.745344522600002 22.812602664350003 398.74932484100003 301.3713391001001 305.23266569440005 13.665319288000001 117.53132408880002 14.35496643185 11.250907757600002 12.919969787500003 297.66457818680004 200.95377551580003 204.09084027260005 13.745321157250002
decision_type=2 2 2 2 2 2 2 2 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 6 4 -4 9 -2 8 -8 17 11 -5 13 -12 -15 -7 -13 -3 -17 26 -21 23 28 24 -22 -19 -1 -28 -23 -30
right_child=1 5 3 10 -6 15 7 -9 -10 -11 12 16 -14 14 -16 18 -18 25 -20 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00010736913960912527 -0.10256463965285399 0.062765951060033492 0.033811475341006085 0.076217207725371272 -0.09296711268769399 0.089338258646340596 0.035513832963992568 0.077952190763625973 -0.088869418006620127 -0.10171599667009155 -0.003711541463255186 -0.10118067246901685 -0.021719463998659122 0.05876048041825499 0.005971150314603259 0.046127392919154638 0.0070576761520975851 0.0067534124597805906 -0.10019060473793458 0.089171961460100924 -0.073877867025104516 0.087409845254717261 -0.0020532570574603001 -0.092834388077378246 0.057926545147953881 -0.10061325443510855 -0.10416095012986988 0.042316952915504788 0.10081677785718784 -0.015456035648271658
leaf_weight=53.541878307156203 0.18153170329060264 0.066105210375098866 0.076289701626655826 0.18494756899917808 0.1790907314912431 0.14656201845832584 0.052880614250170765 0.054385743569582701 0.14620865449614939 0.052194457137375139 1.140033513973677 0.037201562609425309 0.67134394688764576 0.28989109554095183 0.54932875522354152 0.031575897816765064 0.069401633930397111 0.090709403496816776 0.018260074187764985 0.14196186421369716 0.042454051232226564 0.14206583941756878 1.0694593378612465 0.063124295073748726 0.060196420564352593 0.024045646556260181 0.16132014828485708 0.19303170300736383 0.032153050415217876 0.05014459965423157
leaf_count=3041 79 25 61 47 96 74 30 13 56 16 33 21 58 28 28 21 35 347 50 21 86 27 36 45 63 76 44 24 2 50
internal_value=-8.98269e-06 -0.00430506 -0.00749921 -0.000546174 -0.0550946 0.0227128 -0.0586077 -0.0271269 -0.0558317 -0.0127291 0.00418867 0.0371185 0.000566571 0.00812578 0.0242061 0.0647696 -0.0307145 0.0129517 -0.00748403 0.000305455 0.0123867 0.00491852 0.00980707 -0.0332352 0.00341504 -0.0157441 -5.35474e-05 -0.0243677 0.0663409 0.0299708
internal_weight=59.5598 4.06199 3.63254 3.19753 0.25538 0.429453 0.435007 0.253475 0.199089 0.233055 2.94215 0.291551 2.6506 1.97925 0.83922 0.196398 0.106603 0.18086 0.049836 55.4978 1.60156 1.4596 1.29382 0.165775 0.10265 0.114755 53.8962 0.354352 0.224363 0.0822977
internal_count=4633 1194 585 407 157 609 178 99 86 464 250 103 147 89 56 145 56 448 71 3439 330 309 115 194 149 423 3109 68 79 52
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=13 12 7 19 12 10 7 18 18 10 16 16 7 16 14 10 10 18 18 7 10 16 6 13 17 8 4 13 19 10
split_gain=0.00875361 0.0224735 0.0256466 0.0199944 0.019971 0.0184494 0.018674 0.0170434 0.0191002 0.0276434 0.0161628 0.0283085 0.0151702 0.0213371 0.0214948 0.0147075 0.0111641 0.0110726 0.0108088 0.0571669 0.0353965 0.0458456 0.0398302 0.0231839 0.0713125 0.0945967 0.126764 0.0622825 0.156287 0.0272128
threshold=97.873318238950006 216.20511703005005 25.860263408900003 12.651020723000002 194.34319615655002 73.007768990450018 21.350715310200005 14.390586827150001 15.079587624050001 80.677940036650014 9.7049773055000017 14.184966829400002 24.573979631000004 9.7049773055000017 316.16904661820007 90.679004281900021 103.90352982555002 14.693728290050002 15.917243450850002 25.662597900150004 78.196493182200015 14.969964993700001 13.705320222600003 103.89008753490002 183.44170283300005 7.5441126493500006 288.9215833647001 104.19926021995002 12.350996516100002 75.085947125300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 17 -7 -8 -9 -10 -4 -12 -11 15 -15 -14 -17 -3 23 -20 21 -21 -23 24 -2 -26 -27 28 -25 -29
right_child=18 5 4 -5 -6 6 7 8 9 12 11 -13 13 14 -16 16 -18 -19 19 20 -22 22 -24 27 25 26 -28 29 -30 -31
leaf_value=-0.10039833157927414 0.0012990619099791795 -0.10060810235036088 0.072604378414605833 0.056996169687954068 -0.10028276992029757 0.070483257181360337 -0.10107993236732188 0.083333064873453447 -0.10054793271115686 0.048898109924630825 -0.10029504367153466 0.04332833703331803 0.054244631051572567 0.029504169411547577 -0.10016629612244557 -0.10007130524062119 0.062735545688650377 0.015355004048999674 0.057005721558605019 -0.10222562101526229 0.0059067213026592121 -0.068232450226912961 0.029015215977771548 -0.014212737368523388 -0.0060587484733972078 -0.10318777390940381 0.033784242926177009 0.00021481504027803843 0.059684528762125537 -0.012512357183386825
leaf_weight=0.072417749491146988 2.2228107603677034 0.025765964100472161 0.029476285744994613 0.0090833718750218395 0.019160576045862854 0.044308902899501845 0.015596687342622317 0.028745005518430844 0.025818340206569701 0.065157236017512332 0.024219305811868708 0.031667673688161813 0.051396277335470586 0.019389768456335332 0.0375206517087463 0.013172520435205115 0.0061916998186575247 0.01210106004782574 0.20482596693182076 0.070088643115014171 2.4021485476105227 0.066831255644501653 0.11388886661188735 0.56281038769520708 0.57706575742579591 0.28457540828094352 0.088604198579560034 49.97552721571882 0.58231593016535044 1.7384406509809185
leaf_count=307 123 49 179 23 87 18 7 9 42 24 147 27 46 18 189 160 74 18 34 6 158 51 34 5 158 60 23 2497 39 21
internal_value=-9.91796e-06 -0.0127896 -0.0408076 -0.0828566 -0.00802053 0.00231067 0.0104264 0.000307911 0.00669986 -0.00337495 0.0126886 -0.0189126 0.00963584 -0.0104018 -0.0559867 0.0262607 -0.0480139 -0.0635501 0.000105355 0.00610427 0.00217433 -0.033573 -0.00694748 -0.000200605 -0.00850285 -0.0314314 -0.0706664 0.000297767 0.0233653 -0.000213027
internal_weight=59.4211 0.531189 0.186025 0.0815011 0.104524 0.345164 0.307297 0.262988 0.247391 0.218646 0.0853633 0.055887 0.192828 0.127671 0.0569104 0.0707605 0.0193642 0.037867 58.8899 2.85778 2.65296 0.250809 0.18072 56.0322 3.17306 0.950245 0.37318 52.8591 1.14513 51.714
internal_count=4633 1424 770 330 440 654 587 569 562 553 353 174 511 487 207 280 234 67 3209 283 249 91 85 2926 364 241 83 2562 44 2518
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=2 0 13 15 2 12 9 19 5 9 16 6 15 9 9 18 15 18 8 7 4 7 3 10 0 6 18 17 9 17
split_gain=0.00831714 0.0485522 0.052329 0.0180932 0.0132028 0.0114152 0.00974979 0.032602 0.0719789 0.0274084 0.0461208 0.0368485 0.0306231 0.0143598 0.0363717 0.0979364 0.0342791 0.0327479 0.032759 0.0337851 0.0179008 0.0154397 0.0704962 0.0390421 0.0147936 0.0645164 0.0146042 0.0132545 0.0386771 0.119777
threshold=325.13486840910008 86.780739992750014 115.13321943645001 22.248428019100004 337.25756644740005 358.96165787565002 219.87257840710004 14.051133688400002 23.499898996300001 223.65407503400004 18.974955628300005 13.825323026450002 24.673905035600004 214.18224820805003 210.61272793875003 15.105469479800002 21.998656772400004 14.329845562450002 8.7431769115000026 25.198021589200003 286.34948838025008 26.366329164100005 77.817420585800008 80.538140213850014 95.050437202000012 16.355382140900002 16.352301071400003 201.39543491635001 208.17787845895003 194.36188291790003
decision_type=2 2 2 2 2 2 2 2 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 -6 13 9 -9 -8 11 12 -11 14 21 17 -17 -16 19 -19 -21 27 23 -23 25 -15 -25 28 -1 -30
right_child=1 2 -4 -5 5 -7 7 8 -10 10 -12 -13 -14 24 15 16 -18 18 -20 20 -22 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00038547724310225676 -0.10115357422361267 -0.082873854698506333 0.056150250813818282 -0.091334395321787235 0.097170542006730268 -0.013042487916860523 -0.0080862238251823669 -0.10161371684990045 0.021144466975628898 -0.060670448288692419 0.10086286941600711 -0.10067614070443938 0.077067550050502268 0.068201192872327163 0.011345500514306564 -0.0032371538960517901 -0.091277082752691224 -0.083720240019638945 -0.005267250449627797 -0.047491394777768675 0.044548266476658757 -0.10098944696494863 0.086396519395609495 0.0589527438671308 0.0028249335262563471 0.0027877590822321142 0.0046203459615335269 -0.0043208407718507277 -0.073214948454394788 0.067517100722553444
leaf_weight=44.619646790381992 0.05517590977596043 0.017309958623741295 0.10082228650571778 0.046213725834888919 0.013414035414825776 0.031385863583466289 1.0534876079868798 0.10606637912860595 0.086895891698077321 0.024084172648144775 0.065610757563263178 0.029567595945991343 0.048944074245810043 0.19627221826294716 0.68231337660500802 0.056897019393033932 0.19857330124557393 0.13082612678408623 0.50270158844068646 0.043345019686967134 0.041232043509353389 0.03445877292324695 0.11330367834307242 0.051724677432502975 2.7363155536504564 0.65047848752655568 1.1359025104778089 6.1185494441558452 0.079067830148232043 0.25720777534661465
leaf_count=2559 90 64 39 103 8 104 58 20 21 83 6 17 24 32 44 34 46 14 9 12 30 19 24 27 104 52 542 368 30 50
internal_value=-1.18641e-05 -0.017711 0.0043025 -0.0439548 -0.00870142 0.0199576 6.73432e-05 -0.00813443 -0.0463325 -0.00210118 0.0353835 -0.006491 0.0316426 0.000268608 -0.00013769 -0.0147296 -0.0716693 -0.00434239 -0.0192484 -0.0518771 -0.00262127 0.00032334 0.0109381 0.00394211 0.00639935 0.0179502 0.00698668 4.58068e-05 0.000640112 0.034427
internal_weight=59.3278 0.264322 0.209146 0.108324 0.0621099 0.0447999 59.0635 1.41466 0.192962 1.22169 0.168207 0.102596 0.0730282 57.6488 54.0657 1.65589 0.25547 1.40042 0.718105 0.215403 0.0845771 52.4099 1.33539 1.22209 3.58307 0.846751 1.18763 51.0745 44.9559 0.336276
internal_count=4633 408 318 279 176 112 4225 229 41 188 130 124 107 3996 3808 189 80 109 65 56 42 3619 612 588 188 84 569 3007 2639 80
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=9 13 0 6 16 14 15 18 7 7 19 9 7 5 17 9 9 2 16 9 3 13 18 18 0 3 9 4 17 6
split_gain=0.009408 0.0192041 0.0187783 0.00865997 0.0332709 0.0651681 0.0496252 0.0383221 0.0380603 0.0345089 0.0277561 0.0481752 0.101871 0.0325924 0.0540188 0.030795 0.0671211 0.0243271 0.0560194 0.0326149 0.0772713 0.0307813 0.0238576 0.202695 0.0700055 0.0522039 0.145272 0.0556939 0.0524146 0.118637
threshold=34.081285676850008 96.607054459550014 113.1679565431 16.455384477450004 21.719949209300005 186.34207872640005 30.632308446700005 11.780626785300003 19.052023743050004 20.965117707800005 14.451165964200003 191.96565807215003 22.435297587800004 21.191508333600002 186.18082682465004 201.16241229375001 206.78020849415003 153.89888490650003 22.604947139800004 195.74493321760002 93.716961969300016 117.67112391160002 13.480563334700001 13.531614672700002 86.420486603250012 93.077108934250006 197.47612518640003 269.33704784675007 185.88129754265003 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 22 5 9 7 -7 -9 -5 13 12 -12 14 -6 -13 -17 18 -15 20 -19 -20 25 -24 -25 26 27 28 -2 -30
right_child=3 -3 -4 4 10 6 -8 8 -10 -11 11 15 -14 17 -16 16 -18 19 21 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.015989869306259546 -0.0056644766486432484 -0.1007003159238133 -0.10013262001423356 0.02396767327622705 0.0017093598903539738 -0.10078097497069737 0.094079851078518892 0.052709260056315148 -0.10050259236397241 -0.10212674434058562 0.0018128304918194123 -0.0040502929655748671 0.065977991652568665 0.021578038330865426 -0.027672515709016444 0.059801684248348613 0.00048591508642839933 -0.039129230798766006 -0.018959800284741157 -0.00054693938276712711 0.0013084261214196158 0.0061307484659463693 -0.10628112114161128 -0.058093523174157335 0.00049625023214274475 -0.0012155735005771994 0.061024360719573456 -0.0088192223498498711 0.057532661708228072 0.003829849101594179
leaf_weight=0.073963198976342848 0.79747568233506028 0.027894784724423971 0.017156050069758066 0.02614317355027207 1.1784222479909687 0.043498328147244969 0.048759561831019482 0.064710057321462955 0.021634727861542302 0.12781872130341299 0.73492673702275968 3.645928245910909 0.37301339971236303 1.3496247635921448 1.3341400886420158 0.25707915335988207 0.73967015574817196 0.81086869564023789 0.86764860240509722 5.6548179807323322 1.1325781099735648 1.1202619683172086 0.18029258766569256 0.20539255025737091 28.705678430237132 5.9170688309030481 0.55385226197540749 1.5049088407113229 0.68693924463877887 1.0254309326410294
leaf_count=174 45 81 242 147 14 123 29 65 151 26 54 83 30 13 37 40 84 24 21 87 38 31 23 39 2474 338 19 42 55 4
internal_value=-1.19891e-05 -0.0280995 -0.00587382 4.45646e-05 -0.00167844 -0.0330377 0.00806237 -0.0242395 0.0143202 -0.0807155 -0.00113523 0.00467934 0.0234155 -0.00362159 -0.0138921 0.000208092 0.0157845 -0.00126189 0.00585458 -0.00438779 -0.0155635 -0.00482034 0.000894879 -0.000579157 8.00117e-05 0.00498443 0.0130144 0.00639124 0.0155115 0.0253734
internal_weight=59.2276 0.119014 0.0911192 59.1086 19.5315 0.332565 0.178603 0.129843 0.0863448 0.153962 19.199 5.75062 1.10794 13.4484 2.51256 4.64268 0.996749 10.9358 3.33754 7.59826 1.94345 1.98791 39.577 29.0914 28.9111 10.4857 4.56861 4.01475 2.50985 1.71237
internal_count=4633 497 416 4136 1097 541 368 339 216 173 556 291 84 265 51 207 124 214 65 149 62 52 3039 2536 2513 503 165 146 104 59
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=9 13 0 16 15 18 13 12 10 3 15 9 9 9 7 17 0 8 5 5 7 19 4 10 19 16 9 2 19 2
split_gain=0.00803106 0.0178245 0.0168298 0.00878872 0.0192753 0.0168341 0.00761721 0.0410792 0.0201184 0.0273792 0.0211953 0.0173528 0.0386088 0.0216326 0.0199344 0.016044 0.0220408 0.016715 0.0205486 0.0137143 0.025857 0.0279548 0.0215294 0.0129367 0.00936942 0.0084629 0.00763934 0.038676 0.0268823 0.0358088
threshold=34.081285676850008 96.607054459550014 113.1679565431 8.1899808482500021 15.508466602900002 16.222567477200005 97.873318238950006 172.53297924300003 74.927328095600004 85.000980710400015 10.623212892000003 182.80199813410005 209.24553857890001 216.72927494925003 26.545218975000001 180.67147619190004 104.09978726910002 1.8485574041500004 5.3654262215500008 13.252098438300001 25.487785026200005 12.551012654050002 274.52314445175006 70.311245485600026 10.450843205950003 17.614958808600004 186.70853236170004 62.357017394150006 14.551174033150001 71.708303056200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -9 -10 15 -13 -14 -15 -12 -17 18 -18 20 -8 -22 -23 24 -11 -24 27 -21 29 -29
right_child=6 -3 -4 4 5 -7 19 8 10 23 11 12 13 14 -16 16 17 -19 -20 26 21 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.097098534769137157 -0.10044244526089377 -0.10063391253107895 -0.10011999864592609 -0.10017104925295901 0.068895400481468624 -0.060795098199801514 0.0043395582222877597 -0.1006523981976903 -0.10016785243546003 0.06430460479076594 0.08428083560499644 -0.10029190338626454 0.090906999122037327 0.10008984610915597 -0.10026706410893571 -0.067095991218584367 0.062453903833944037 0.072867695949652048 -0.068531334965310539 0.071070084866376809 0.083582180935709072 -0.10048989710317396 -0.0092838805383060451 0.093537115713318686 -0.10014485520902637 0.079391553944677465 -0.00044057081232895615 -0.059294790810664591 0.041928552566436822 0.0022437532176371685
leaf_weight=0.010950884519849491 0.048041218266155705 0.025256052788620309 0.015525293514485838 0.014707382089909515 0.033928962258869433 0.014196350441579852 0.64559163400326625 0.042362265007341193 0.016447368532851669 0.0054738340000994876 0.047808342479740418 0.035419117158880908 0.02980926489635749 0.0072095107752829781 0.015956734909195802 0.025371596369950566 0.022616106598434271 0.05788112543632451 0.025458794201085766 0.083047876047204094 0.094937535584904253 0.016605968989097164 0.022293786707450636 0.014218654221622273 0.0094384291411628851 0.020807391963899136 51.658805343145886 0.096126020682959168 0.166974802079494 5.7940172451629319
leaf_count=9 374 81 242 81 42 42 98 60 134 10 33 66 29 3 82 36 25 51 48 22 19 18 20 4 40 25 2063 11 42 823
internal_value=-9.85213e-06 -0.0264607 -0.0054849 0.0144279 1.95285e-05 0.0306384 4.15072e-05 -0.0136509 -0.00192118 -0.0493349 0.0100155 0.0167894 -0.0194663 0.0345732 -0.0379145 0.0346798 0.0166231 0.03667 -0.00691132 0.000135793 0.0131372 0.0498647 -0.00374786 0.0252912 -0.0397805 0.0335248 -4.42146e-05 0.00329043 0.00236112 0.00123946
internal_weight=59.1173 0.114565 0.0893089 0.0737836 0.0628327 0.0481253 59.0027 0.403512 0.355471 0.0714932 0.283978 0.267531 0.0883946 0.0529755 0.0231662 0.179136 0.131328 0.105956 0.0480749 58.5992 0.800236 0.154645 0.0597071 0.0291309 0.0149123 0.0431012 57.799 6.14017 6.05712 5.89014
internal_count=4633 497 416 174 165 84 4136 995 621 114 507 373 180 114 85 193 160 124 73 3141 180 82 63 54 50 45 2961 898 876 834
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=13 16 15 7 16 5 17 12 19 18 7 9 0 6 13 7 17 7 16 6 5 4 5 10 13 13 18 3 6 15
split_gain=0.00757325 0.0360489 0.0315669 0.0340279 0.0140678 0.013804 0.0136554 0.00922193 0.0345027 0.0685845 0.0373964 0.0328474 0.0463179 0.0504129 0.0243531 0.0183503 0.0119005 0.0237473 0.0111076 0.00956916 0.0346079 0.0568275 0.0558375 0.113611 0.0558339 0.1301 0.0360105 0.0401833 0.0226233 0.135542
threshold=117.97223122220002 22.794946695500006 42.968808980200009 20.869210126600006 22.764946765650006 29.741930202000002 163.75092798185003 322.74414298955008 14.351157895250003 14.646070254650002 26.459406588900006 202.86134752310002 86.780739992750014 14.385336111050002 82.420060905150009 28.254715834950002 209.54662559615002 23.960918281000001 22.694946929300002 16.455384477450004 22.825270530250005 265.91245918190003 23.499898996300001 62.046925192600007 117.73026999045001 117.60122400020002 13.565012728250002 93.571785230250015 16.245379570700006 42.33967733730001
decision_type=2 2 2 2 2 2 2 2 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 6 3 -3 7 -5 -2 19 9 18 16 -10 -13 -14 15 -12 17 -11 -9 28 21 -21 23 -22 25 -23 27 -24 29 -1
right_child=1 2 -4 5 -6 -7 -8 8 11 10 14 12 13 -15 -16 -17 -18 -19 -20 20 22 24 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=5.45629501572948e-05 0.01892413955598754 0.036734620662765997 0.049761147910508598 -0.088117408151416055 0.014647283474908679 -0.0045652387977441564 -0.10134429178456517 -0.09691507898627906 0.075720083370174968 0.059840825385766218 0.094654825313826754 -0.10124015385788213 -0.05810652157602441 0.087938443080620585 -0.10032678924051103 -0.10005852841518581 0.089549192688604409 -0.1003200345567572 -0.019950615472669013 -0.0024093407043278498 0.052172018750529583 -0.085202938793777744 -0.024932120500321245 -0.0081116721394219916 0.0037935005981291989 -0.010163467748752647 0.02039978272943849 0.00040512219538733294 0.0047191542277416846 -0.073775682587345168
leaf_weight=27.728668305048746 0.011388549788988622 0.054866532562300563 0.088517072916147299 0.064610373685354716 0.65483203530311485 0.028494493803009391 0.055195164144436148 0.12130461876102927 0.066406256313946699 0.034748583442009817 0.015107926796190441 0.039551007459522225 0.040507607422114233 0.056746765214484185 0.036742875164918587 0.0071216029677430006 0.043651234787830617 0.012619807572718855 0.022180318977916613 10.45821599374827 0.64609543059486785 0.35761920185177476 0.75002004991983984 0.60569829726591706 0.51272713392972935 0.65279270718747284 0.71229157749621652 3.7832573532006535 11.151184760896113 0.25090921507643216
leaf_count=2606 22 15 21 56 15 9 73 123 22 44 7 22 25 25 147 103 24 38 11 189 32 49 20 8 2 12 39 458 381 35
internal_value=-9.26257e-06 -0.0157763 0.00252372 -0.0257339 7.20594e-05 -0.0625465 -0.0807735 -9.21972e-05 -0.0136598 -0.0355915 0.0116904 0.0180137 -0.0099973 0.027109 -0.0503428 0.0322751 0.0518822 0.017171 -0.0850177 2.47783e-05 -0.00185071 -0.0050376 0.00402603 0.0230029 -0.0230838 -0.0367225 -0.000502579 -0.00378686 0.000910438 -0.000607516
internal_weight=59.0641 0.303072 0.236488 0.147971 58.761 0.0931049 0.0665837 58.1062 0.496689 0.293477 0.149992 0.203212 0.136805 0.0972544 0.0589724 0.0222295 0.0910196 0.0473684 0.143485 57.6095 18.4787 11.9814 6.49736 1.25179 1.52314 1.01041 5.24557 4.53328 39.1308 27.9796
internal_count=4633 196 101 80 4437 65 95 4422 591 497 363 94 72 50 257 110 106 82 134 3831 809 252 557 40 63 61 517 478 3022 2641
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=7 17 9 9 17 10 4 7 16 17 6 0 3 9 9 8 15 2 6 14 18 2 2 15 15 2 13 0 15 0
split_gain=0.00741317 0.0619037 0.231339 0.123512 0.10649 0.0814953 0.0652512 0.036114 0.0793755 0.0423032 0.0847218 0.0925479 0.0590851 0.027408 0.0328625 0.0333582 0.0272528 0.177966 0.0431673 0.114921 0.0311134 0.075474 0.0315469 0.0292725 0.0568201 0.0452992 0.158729 0.0354111 0.0284974 0.0293823
threshold=23.109894804950002 191.06791329340004 195.34352961910002 193.49750438550004 190.68993848360003 61.998532946250002 168.18037996940004 22.835261448650005 22.574947209950004 188.13858192940003 16.515385879350003 86.393602021950016 89.993447458600016 189.68479361675003 188.55070358395002 5.1459841250500009 41.195083317300011 163.12111328040001 16.405383309150004 300.29716420680006 13.24088655595 200.24623605120004 206.22726210890002 39.864684991950007 39.203018015350004 186.79363985910004 117.46680109370001 86.538778761000017 45.102215827400009 87.727077254650013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 -3 -4 9 -9 -1 11 -11 -13 14 15 -7 23 -18 19 -19 -20 -22 -23 24 27 -25 -27 -2 29 -21
right_child=16 2 6 -5 -6 13 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 18 20 28 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00077279299030037557 -0.010450083488584883 -0.05999236925931737 -0.023127840416276461 0.067629534926893095 0.063687794593906985 0.001056427763754761 -0.10321894058720593 0.011384357338916427 -0.03395835717727768 -0.010499946943771623 0.070588809862253951 0.00093643827425378672 0.1005400323471269 -0.014228661177043743 0.0019656719813059033 0.095962165553305806 0.080658341502493847 -0.098158665374028592 -0.0037001428389732195 0.072528426115885211 0.03525067410620196 -0.010614820313220599 0.010753006828419722 -0.0030375770443364378 0.027818494405049455 0.027216396625272862 -0.09507632021600515 0.00052948549457301688 -0.012599790231465008 -0.0037113272873126667
leaf_weight=8.8637476807677249 3.2381486072469086 0.27735211952131011 0.14640211523510505 0.23027313086464563 0.26437379676190254 0.065097873154847496 0.3333232344332373 0.67454278472473628 0.90278309567304404 0.79925996838085278 0.25215252172971059 0.10105998831500074 0.14501774666314304 0.70886872452432215 0.5120450088949724 0.085912954687955789 0.30720533872954447 0.14657691955289909 2.1455695885524619 0.091124038037378341 0.98669781396165479 1.0487045837144253 2.0252639119826199 1.0461971867989621 0.72374645308082008 0.1887382379036352 0.24249975837301463 31.631155380088043 0.64421575204687542 0.11353011156620596
leaf_count=1111 35 34 14 19 20 58 48 20 41 49 45 28 20 25 6 30 12 21 20 10 26 10 87 10 22 31 40 2642 60 39
internal_value=-1.07911e-05 -0.00198661 -0.0167948 -0.000974873 0.00092406 -0.0105535 -0.0787768 -0.000489494 -0.0145676 0.00169584 0.0185602 0.00601006 0.0596345 -0.00055876 0.0140556 0.0550501 0.000625762 0.00611946 0.00293982 -0.0163917 0.00604049 0.0111872 0.00346323 -0.000487025 8.549e-05 -0.0142796 -0.0415529 -0.000490136 -0.00227272 0.0302351
internal_weight=58.9416 14.3622 2.35928 1.87955 12.0029 1.64928 0.479725 11.7386 1.57733 10.1612 1.29749 1.04534 0.246078 1.37192 0.663056 0.151011 44.5794 7.50889 7.20168 0.995447 6.20624 4.06067 3.07397 37.0705 35.5931 1.47744 0.431238 34.8693 0.84887 0.204654
internal_count=4633 1568 234 172 1334 153 62 1314 61 1253 142 97 48 119 94 88 3065 285 273 130 143 123 97 2780 2699 81 71 2677 109 49
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=13 12 7 19 12 10 7 16 16 18 18 10 7 16 14 16 19 19 19 15 18 18 17 18 9 10 3 19 5 15
split_gain=0.00712733 0.0187123 0.0211465 0.0167815 0.0161997 0.0145179 0.015965 0.0131175 0.022564 0.01311 0.0150698 0.0232667 0.0123848 0.0161954 0.0174809 0.0122871 0.0184193 0.0106859 0.00882319 0.00879143 0.0410444 0.0760136 0.0281441 0.0492336 0.029201 0.00982227 0.147034 0.318366 0.151332 0.14451
threshold=97.873318238950006 216.20511703005005 25.860263408900003 12.651020723000002 194.34319615655002 73.007768990450018 21.350715310200005 9.7049773055000017 14.184966829400002 14.390586827150001 15.079587624050001 80.677940036650014 24.573979631000004 9.7049773055000017 316.16904661820007 9.2349784046000014 10.150818999100002 10.450843205950003 10.350835137000002 19.846565044850003 15.771515858900001 16.399957653700003 163.00062368135002 13.629518043050002 66.544071737050004 69.999384342500022 86.26455603170001 13.951125619400001 18.160071980500003 27.614913206150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 17 -7 18 -9 -8 -11 -12 -13 15 -15 16 -14 -3 -4 20 22 -22 -2 24 -24 26 27 -21 29 -28
right_child=19 5 4 -5 -6 6 9 8 -10 10 11 12 13 14 -16 -17 -18 -19 -20 25 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.1003245413806462 0.0050591193550012193 0.022568311244227479 -0.1000219562338009 0.053281232939988758 -0.10021456269852774 0.069869902424853414 -0.10091036461580701 -0.10024087990898665 0.038055758985507851 0.079529169275717279 -0.10045622211288326 0.046329546112626824 -0.10014157179988965 0.02592738401246647 -0.10014092814410208 0.08065284906992462 0.045216230549008737 -0.10048203111737626 0.08911843332046758 0.089250219702341468 0.090887612420622085 -0.010091591358396285 0.058305782759966424 -0.10140630558210229 -0.075543732918442699 -0.0020325478084261975 0.0061648510615781339 -0.012301286558218889 0.00035611114695149578 -0.10971862854033854
leaf_weight=0.060230804547301342 1.0732149954814101 0.010412887805046012 0.0027626447458217731 0.0080646995047573 0.01584692503749352 0.038299237363389693 0.012174564864835702 0.020193459830039728 0.028374951492764922 0.024512857125955634 0.022001075122716429 0.057805074904081266 0.014465585489546129 0.017229548910393078 0.030415667559452686 0.023138285154345795 0.021938846508646748 0.021900955865227445 0.022997338641744136 0.57406442073988617 0.15045466502488114 0.14775597993502743 0.050364785449346416 0.070982295532758144 0.024097659840830232 18.13226590021128 0.19183120377601781 0.66787121744710021 36.995358129367425 0.24510689286398701
leaf_count=307 40 16 153 23 87 18 7 147 27 9 42 24 210 18 189 17 53 51 26 47 20 37 15 35 95 1063 24 26 1782 25
internal_value=-8.54718e-06 -0.0125068 -0.0402108 -0.0821859 -0.00842038 0.00241124 0.0102117 0.0111503 -0.0194443 -3.11414e-06 0.00580521 -0.00385918 0.0090216 -0.0110981 -0.0545519 0.023673 -0.0125428 -0.06083 0.068834 8.84766e-05 0.00760182 0.0408549 -0.000535341 -0.041816 0.0149892 -0.000112148 0.000788225 0.0346392 -0.000334891 -0.0588417
internal_weight=58.7761 0.452765 0.158471 0.0682955 0.0901753 0.294295 0.261981 0.0743284 0.0485684 0.223682 0.211507 0.186994 0.164993 0.107188 0.0476452 0.0595427 0.0364044 0.0323138 0.02576 58.3234 1.51687 0.298211 1.21866 0.145445 0.0744624 56.8065 38.6742 1.24194 37.4323 0.436938
internal_count=4633 1424 770 330 440 654 587 353 174 569 562 553 511 487 207 280 263 67 179 3209 242 57 185 145 110 2967 1904 73 1831 49
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=7 18 7 7 7 7 6 18 7 16 18 9 9 9 12 2 14 10 16 0 13 8 12 12 15 0 5 17 2 7
split_gain=0.00739222 0.0539253 0.0424263 0.0338711 0.0284471 0.0288796 0.0184134 0.0170966 0.0160092 0.029891 0.0868649 0.0271208 0.0187479 0.0152298 0.0716793 0.139379 0.0968605 0.0236 0.0912187 0.0425554 0.0179348 0.0178395 0.015733 0.112613 0.0916501 0.163433 0.0668552 0.10481 0.0796022 0.0376188
threshold=22.093462376800005 12.783127173500002 22.172877373800002 21.946499523750003 21.833224794850004 21.554186973500006 7.3551718524000007 14.170404054850001 22.398098708400003 22.694946929300002 13.405741979600002 203.80256579455002 184.83999455315004 184.83999455315004 119.80689146465001 111.53582144370002 234.45909168080001 62.111448187750007 17.614958808600004 104.03526427400001 95.937628385050019 5.1459841250500009 133.01805689090003 138.67909474840002 32.548041893900006 94.165934477050016 21.042547594650003 187.81654873955003 97.889449657450015 22.958251375150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -8 12 13 -11 -12 -4 14 -10 -16 -17 -18 19 21 -21 -19 26 24 25 -24 -15 -28 -29 -25
right_child=1 2 8 -5 -6 -7 7 -9 9 10 11 -13 -14 22 15 16 17 18 -20 20 -22 -23 23 29 -26 -27 27 28 -30 -31
leaf_value=-0.078867090226278455 0.056707003248448878 0.049004387223820139 -0.0011157802107546006 -0.060155163800060807 0.050489372489581866 -0.06023094452061404 -0.0033109305323347649 0.050002794733928851 0.080691854673030403 -0.016448876885530098 0.10065140335433959 0.02464033092431972 -0.021695891501036641 0.00080819746798979977 -0.10330347112624556 0.089958703821543751 -0.0044121651560244338 -0.10033121477464378 0.089317402034746987 0.002766846589850794 0.10015926620506251 0.027974937354121623 0.094103686226425162 -0.012695899912984379 -0.08621118739844065 -0.080632752508434699 -0.017239699491754103 0.010643248676077169 0.10056946480548648 3.9360954442664716e-05
leaf_weight=0.031022473303215281 0.16833317519467428 0.17629273801958234 1.1159392465717406 0.10978423732922227 0.094458958181803498 0.092466898647081908 1.3925832394336914 0.062864661307116765 0.12941055726784512 0.22488189931391289 0.13181714608799666 0.072901123450719751 0.73365730137084018 18.934681306938334 0.1140104265462013 0.14205349172630111 1.0477980884033966 0.058624505793943515 0.13916937180874811 0.15669280171172772 0.021502810413949192 0.013293794079800136 0.099760147742926075 2.5150140064625921 0.28333037585252896 0.11549887375304024 0.25507494731573288 0.16460095136426389 0.24488085228949785 29.832598828851559
leaf_count=43 29 30 48 39 19 37 800 30 42 39 14 40 35 766 33 50 16 190 25 618 7 6 12 119 29 32 14 21 66 1384
internal_value=-7.25394e-06 0.000191462 2.37464e-05 -0.00634724 -0.00281714 -0.00600617 -0.00263308 -0.00100817 -0.000128957 0.000180453 0.0264544 0.0735835 -0.00927905 -2.75389e-05 0.00895891 0.00347622 0.0111855 0.00339888 0.0244231 -0.0116856 0.0145192 -0.0766144 -0.000339831 -0.00167775 -0.0488407 0.000347514 0.00190237 0.0330777 0.0644215 -0.000950801
internal_weight=58.675 56.8918 56.7235 1.78318 1.6734 1.57894 1.48647 1.45545 56.5472 54.6976 0.4296 0.204718 1.8496 54.268 1.82256 1.69315 1.57913 1.43708 0.389283 0.250114 0.178196 0.0719183 52.4454 32.8462 0.498589 0.215259 19.5992 0.664557 0.409482 32.3476
internal_count=4633 3665 3636 968 929 910 873 830 3606 3523 93 54 83 3430 987 945 912 862 846 821 625 196 2443 1576 73 44 867 101 87 1503
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=18 13 12 7 16 15 5 10 15 18 12 2 16 19 0 10 15 9 10 12 6 12 19 13 9 18 6 16 18 16
split_gain=0.00702824 0.0223822 0.0146639 0.0134399 0.0272835 0.0186769 0.0122601 0.0161991 0.0109267 0.02294 0.0153091 0.00937223 0.0174846 0.0153086 0.0130133 0.0114305 0.00829607 0.0381562 0.0131787 0.0515673 0.0899726 0.194373 0.0675047 0.0510147 0.143669 0.223871 0.0284628 0.0266283 0.367161 0.0683584
threshold=17.108018746400003 95.937628385050019 217.08460102575 26.545218975000001 17.684958644900004 20.268860138950004 13.8160216159 90.937096262400004 16.453392729050005 16.435318745950003 178.58312952045003 215.60007756200005 12.604970524100002 11.250907757600002 96.324766355850002 82.140461259550008 18.581945927850004 202.05151640955003 75.629015667650023 236.8986526866 12.325287978400002 94.177001085000015 12.150980378200002 104.19926021995002 202.49517884540003 14.766942149300002 10.510245570250001 18.634956423400002 14.937945183950001 18.369957043050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 5 -5 7 -4 9 10 -1 12 15 14 -13 -12 17 -10 23 20 -20 -22 26 24 25 -18 -21 28 29 -25
right_child=1 3 6 4 -6 -7 -8 -9 16 -11 11 13 -14 -15 -16 -17 18 -19 19 22 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.10027682075529752 -0.10016460649895416 0.075103837558713943 0.039566204307866532 0.018093810811758038 0.10012407528957655 -0.10014629939790216 -0.10041757852029508 -0.063507743829512617 0.0027972471987856348 -0.10108550227094802 -0.10017537866507627 0.083974287747709445 0.077672264867961596 -0.1002577030312253 -0.051527769596342747 0.067182463719691929 -0.00049187849410657907 0.065831040911753722 0.00038630921177310127 0.029342124676120893 0.002432250991728808 -0.086173835818772082 0.083181296412029898 0.0037783906727592445 -0.051018441806172238 0.096741141523647572 -0.10094861753052509 0.00053625590747407865 -0.099601857734991195 -0.046214323495077057
leaf_weight=0.014993455166661174 0.01824052508627616 0.066000352002447471 0.057375984363034149 0.038872382688168727 0.026133407780434936 0.020354000774204906 0.011037051783205243 0.020765670075917342 1.1697925690379793 0.032758803113324575 0.011970715643428775 0.014938379492718923 0.035222151598190976 0.017008619658950508 0.013486077180914435 0.0061920839757476634 0.61896639870224024 0.10462113772518922 3.26835128569786 0.032033668045187258 0.60962778092627423 0.41687261944753118 0.13920350761566169 4.426446461874888 0.22941351728513826 0.38351134871845716 0.035180926677639945 46.022175221009533 0.39564307460012305 0.29152683592019446
leaf_count=82 343 20 109 14 17 47 14 290 223 100 44 10 15 45 40 11 104 28 265 27 40 86 82 432 21 34 15 1717 163 195
internal_value=-3.1953e-06 0.0164404 -0.0184697 0.0412158 0.0150136 -0.0225411 -0.00175989 0.0121749 -7.6197e-05 -0.0273455 -0.00612061 0.00816551 0.0365761 -0.0252176 0.0196849 -0.0431195 -7.45535e-06 0.00797191 -0.00018627 -0.00537861 -0.0077251 -0.0335516 0.0434439 0.000260037 0.0203691 0.0367059 -0.0388536 -0.000224402 -0.00707027 0.000689306
internal_weight=58.5487 0.258779 0.107419 0.15136 0.0853598 0.0592264 0.0891787 0.0781417 58.2899 0.14657 0.113811 0.098818 0.053385 0.0454331 0.0284245 0.0181628 58.1434 1.27441 56.869 4.50127 4.29485 1.0265 0.206418 52.3677 1.23189 1.00248 0.0672146 51.1358 5.11362 4.71797
internal_count=4633 854 756 98 78 61 413 399 3779 347 247 165 70 95 50 55 3432 251 3181 515 391 126 124 2666 159 138 42 2507 790 627
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=12 19 18 7 9 0 6 16 13 7 17 7 13 2 13 9 9 6 8 16 19 6 15 7 7 10 8 18 10 19
split_gain=0.00726315 0.0299355 0.0479779 0.0309864 0.0279161 0.0348213 0.0436735 0.0236378 0.021273 0.0149684 0.0116373 0.0189133 0.00986146 0.01519 0.0127272 0.0132137 0.0166619 0.014192 0.0142888 0.0135157 0.0206505 0.0154323 0.016317 0.0122546 0.0156813 0.0105792 0.0090306 0.00876845 0.0135682 0.0381235
threshold=322.74414298955008 14.351157895250003 14.646070254650002 26.459406588900006 202.86134752310002 86.780739992750014 14.385336111050002 22.694946929300002 82.420060905150009 28.254715834950002 209.54662559615002 23.960918281000001 97.873318238950006 134.46474107450004 97.308742031600005 209.24553857890001 184.36538191430003 13.185308072600002 7.2443465838000014 11.949972055800002 10.650859343850001 5.0851188130000002 17.480288512750004 21.034091097450002 27.902905420600003 91.23013819865001 0.84933718570000016 16.622853636350005 80.395651932950003 12.250988447150002
decision_type=2 2 2 2 2 2 2 2 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 7 10 -3 -6 -7 -2 9 -5 11 -4 13 26 15 16 19 18 -17 20 23 22 -21 -15 -25 -26 -1 -14 29 -29
right_child=1 4 3 8 5 6 -8 -9 -10 -11 -12 -13 27 14 -16 17 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.076768146756308678 -0.095718209219231465 0.072463655804842791 0.053830068245963807 0.093795016507033424 -0.08566166545442655 -0.05418408827728971 0.085521203038854215 0.0060911024789149894 -0.10030239647301914 -0.10004756479520865 0.088175000869787648 -0.10028468799226264 4.6767493366495059e-05 0.07599758291572159 -0.10027577283896796 0.096986025842651646 -0.10024981925465595 0.099448539729691976 -0.10012138436871883 0.010490505215920994 -0.10055643709221883 0.042055022170824699 -0.10038623873389188 -0.10022249765746466 0.065597248484938253 -0.10004735521988194 -0.10048296153256076 0.079038112209609102 0.0017831008839913395 -0.00088916053859676176
leaf_weight=0.0031945690785190042 0.11081098666041711 0.062504104589052645 0.028767666285588689 0.012893741317384411 0.040645085402502446 0.039182656073535327 0.052169521135510877 0.028714678133837879 0.032179946106225543 0.0057646111113172074 0.038736892551241908 0.011010916998202447 56.779467455873913 0.015386044290153222 0.014883531010809747 0.0059692514100788694 0.020488912266444004 0.022794953517291106 0.0095808056092892002 0.041802346462645801 0.032263351301310195 0.079606778559536906 0.019447528755733856 0.017355463584067365 0.016679494829077157 0.0050149251921993701 0.02867429850975256 0.096807281021027758 0.55258570337900892 0.15558768727805727
leaf_count=30 123 22 44 7 29 25 25 14 147 103 24 38 2768 19 34 4 57 10 114 45 117 49 99 122 22 147 294 13 21 67
internal_value=-5.3213e-06 -0.0124752 -0.0340928 0.00977839 0.017409 -0.0086608 0.025599 -0.0747656 -0.051046 0.0339062 0.0491618 0.0111703 9.44465e-05 -0.017061 -0.0101161 -0.00543057 -0.013876 0.0492011 -0.0244571 -0.00609901 -0.0371629 0.0130212 -0.0247141 0.000409532 -0.0293729 0.0273065 -0.0827151 0.000193696 0.0105573 0.0297673
internal_weight=58.381 0.463381 0.268879 0.129354 0.194501 0.131997 0.0913522 0.139526 0.0508383 0.0186584 0.0785155 0.0397786 57.9176 0.333142 0.301273 0.28639 0.248045 0.038345 0.0155501 0.227556 0.0866993 0.140857 0.0612499 0.0544359 0.0390499 0.0216944 0.0318689 57.5844 0.804981 0.252395
internal_count=4633 601 500 363 101 79 50 137 257 110 106 82 4032 1163 839 805 677 128 118 620 427 193 144 310 291 169 324 2869 101 80
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=13 16 8 5 17 14 16 12 19 18 7 9 0 16 13 7 16 17 7 3 6 15 15 15 5 18 0 6 0 14
split_gain=0.00643443 0.0329132 0.0277599 0.0358025 0.0361721 0.0128987 0.0121963 0.00840735 0.0280789 0.0488728 0.0273161 0.0247973 0.0377048 0.0399443 0.0192523 0.0134202 0.0113337 0.0105316 0.0165665 0.00996263 0.0354041 0.0111171 0.0118045 0.0117067 0.0158461 0.0175587 0.0142944 0.0128984 0.0101747 0.00952631
threshold=117.97223122220002 22.794946695500006 8.6432548896500023 30.133297129900004 165.41031664360003 186.51427598835002 22.764946765650006 322.74414298955008 14.351157895250003 14.646070254650002 26.459406588900006 202.86134752310002 86.780739992750014 22.604947139800004 82.420060905150009 28.254715834950002 22.694946929300002 209.54662559615002 23.960918281000001 76.190903416900014 9.6302250086500027 21.086216674150005 23.884857921950005 18.871799531050005 2.7155367820000005 15.079587624050001 110.98492854115001 1.8500432259500001 113.1679565431 414.58009066150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 -3 4 -4 -2 7 19 9 16 17 -10 -13 -14 15 -12 -9 18 -11 20 21 23 -23 24 27 -26 -27 -1 -28 -30
right_child=1 2 3 -5 -6 -7 -8 8 11 10 14 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.10009992874156048 0.016231348249146176 0.055848761516462092 0.0402382471095983 0.035271480192474773 -0.10064270535618849 -0.10123957810656954 0.013720571675652909 -0.094295088197192622 0.068768431661251267 0.049892175922223815 0.092524991976216525 -0.1010460652586857 -0.047804493496046832 0.088227764527846489 -0.10027374065100113 -0.10004303868914655 -0.016861572716825896 0.086024332647937671 -0.10025762866896958 9.8502527195498275e-05 -0.10031619805414241 -0.10035594740343512 0.030211374946782606 0.06509936490436502 0.085163072376539861 -0.10017698036229013 0.072649501939467759 0.086705203504636411 -0.10009321873246046 0.049959699634009584
leaf_weight=0.0043584117755902643 0.011471274315225766 0.068638887954875827 0.025284082628786564 0.066612672992050648 0.065278771453449735 0.050481991236381418 0.64704927778802712 0.10170459292298417 0.059440579252225234 0.027977765187884529 0.011819035000371514 0.033091762285039295 0.040651139401234104 0.046025823772652075 0.029125517181910254 0.0052162598262270867 0.023217199748614803 0.03588350164500298 0.0099656418997255969 56.758651353503865 0.045028317402405094 0.019749384653948709 0.010662890944331593 0.032025410991934677 0.011199216001841705 0.029889135726079985 0.011263843610606727 0.024327395755676662 0.012128464252540994 0.0064975530975743814
leaf_count=123 38 16 5 14 66 57 15 123 22 44 7 22 30 20 147 103 11 24 38 2924 184 60 20 62 10 180 36 42 177 13
internal_value=-5.85551e-06 -0.0149221 0.00279202 -0.020378 -0.0613104 -0.0794886 6.81046e-05 -8.58218e-05 -0.0141132 -0.0361233 0.00945743 0.0159662 -0.0102393 0.0244292 -0.0508834 0.0335601 -0.0799038 0.047186 0.0104561 1.86138e-05 -0.0218728 -8.29783e-05 -0.0545776 0.012502 -0.00439935 -0.0297485 -0.0512764 0.0583227 -0.00237701 -0.0477483
internal_weight=58.3247 0.287768 0.225814 0.157176 0.0905629 0.0619533 58.0369 57.3899 0.424119 0.24491 0.119988 0.179209 0.119769 0.086677 0.0461608 0.0170353 0.124922 0.0738269 0.0379434 56.9658 0.20713 0.162102 0.0304123 0.131689 0.099664 0.0709782 0.059779 0.0286858 0.0298899 0.018626
internal_count=4633 196 101 85 71 95 4437 4422 591 497 363 94 72 50 257 110 134 106 82 3831 907 723 80 643 581 416 406 165 226 190
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=4 8 12 9 18 4 8 6 3 7 7 18 16 17 7 17 7 10 3 18 18 10 14 4 3 10 0 15 6 10
split_gain=0.006403 0.0435344 0.00880396 0.0299731 0.0246705 0.0172099 0.00997843 0.0337084 0.0595778 0.0424006 0.011419 0.0690962 0.20885 0.0680192 0.0854363 0.0478102 0.0720194 0.0383974 0.0649526 0.0386688 0.0940666 0.16136 0.0223521 0.0252765 0.022409 0.229006 0.199847 0.148367 0.0932424 0.0602482
threshold=141.79569928155004 8.543332867800002 84.828830943350013 201.16241229375001 13.552878921100001 156.40313730310001 8.9430209551500024 18.195425133200001 92.316275283350009 21.698399695800003 23.109894804950002 13.317304170000002 22.554947256700004 198.90226058785004 22.995234593000003 193.82504409230003 22.835261448650005 65.571493801650021 92.738363209800013 13.256376188400003 13.154691941050002 62.036171360100006 161.20841567470003 162.32075757215003 85.589753040950015 69.545034918450014 94.625660817400004 32.145494189350011 14.965349663000001 66.859265246100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 10 8 -8 -9 11 17 13 14 15 16 -13 18 -7 20 -20 -22 -12 -24 26 29 28 -27 -25 -26
right_child=2 -3 5 -5 -6 6 7 9 -10 -11 22 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.061206133501943295 -0.00091132172786235241 -0.020730063327959517 0.023852312082690674 0.0040288263330447507 -0.027507549521180431 0.063648214212046791 0.0040982668913090246 -0.051929763661455623 -0.10158961938827593 0.067943560490778127 -0.015830856920194859 -0.0023456822662436113 -0.090056028011370443 -0.065323116766227429 0.088438183251332125 0.057853108064113867 -0.10374168107282444 -0.038338461094220747 0.00061034312175936112 0.021216589505970537 -0.10072023230361767 0.023017743463479498 0.035520179663012762 -0.10189857323899945 0.0023437711867175821 0.096580902167626867 -0.00011070338247160896 -9.5105389648946672e-05 0.039185310983097882 -0.026894380050421759
leaf_weight=0.11641692530974879 0.61796368563614057 0.14638271401054226 0.30620576258684096 1.6050693046295519 0.80063239861681268 0.16411977677989398 0.12586418205842065 0.046539989305358631 0.092563440597587032 0.080624228763554129 0.77483460435178031 0.77734475868049446 0.35080395697121947 0.15159281103834121 0.11311880058656243 0.1125512171365699 0.076987610964465603 0.25110561257679442 9.6252906253306918 0.81488666252880726 0.24377193053169399 0.18564695326222136 0.21489459648728271 0.27844076538911977 22.381279545492418 0.42410990405983184 16.342004572516881 0.25370805274724262 0.056319618008274119 0.72767937989828979
leaf_count=20 16 34 33 53 43 29 30 35 35 34 58 253 39 39 12 27 8 33 825 50 24 33 9 130 585 57 1965 39 9 76
internal_value=-7.26668e-06 0.0155666 -7.78374e-05 -0.0053313 -0.0159218 0.000211121 7.86975e-05 -0.0168597 -0.0406893 0.0240719 0.000186461 -0.00241592 -0.0219852 -0.00259605 0.00620853 -0.00341178 -0.0114829 0.000328156 0.00120813 0.000265351 -0.00143265 -0.0472257 0.000994246 0.00131473 0.00113307 0.00310353 -0.00167748 0.060395 -0.0781628 0.00142309
internal_weight=58.2588 0.2628 57.996 3.02367 1.4186 54.9723 54.6661 0.345592 0.218428 0.127164 54.3205 12.8672 1.5824 1.2316 1.08 0.966884 0.854332 11.2848 11.0337 10.8696 10.0547 0.429419 41.4533 40.6784 40.4635 23.7868 16.6768 0.677818 0.33476 23.109
internal_count=4633 54 4579 112 59 4467 4434 134 65 69 4300 1372 378 339 300 288 261 994 961 932 882 57 2928 2870 2861 757 2104 96 139 661
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=5 6 7 6 9 10 5 2 2 17 2 6 15 5 9 18 15 6 10 10 10 5 6 10 0 6 6 6 8 17
split_gain=0.0067389 0.0712676 0.054862 0.0494835 0.0468528 0.0445531 0.0417027 0.049845 0.0787626 0.0436985 0.036581 0.0322718 0.150152 0.132488 0.118167 0.244809 0.138121 0.0744377 0.161188 0.0919084 0.062605 0.0519008 0.0508817 0.0321978 0.0309501 0.0671586 0.0615894 0.182586 0.132224 0.155532
threshold=20.743195000100005 15.400359826950002 22.435297587800004 13.855323727400002 206.78020849415003 64.369753017350021 21.191508333600002 105.39281967610002 168.12216079815002 188.27285108100003 292.59177727695004 14.815346158200002 35.293770423450006 17.687678651600006 200.77913281735002 13.453871405300001 31.445204138150004 14.865347326450001 67.181880221750006 66.235542959850008 70.077349628250019 18.331716563250001 16.555386813950005 65.571493801650021 86.780739992750014 16.375382608200002 16.455384477450004 16.345381907250005 8.543332867800002 201.39543491635001
decision_type=2 2 2 2 2 2 2 2 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 10 -4 -6 7 9 -9 -3 -2 -1 13 -13 15 -15 21 -16 19 22 -20 -17 -19 -5 25 -8 27 28 29 -26
right_child=1 6 4 23 5 -7 24 8 -10 -11 -12 12 -14 14 17 16 -18 18 20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00073697810859340088 -0.089265855874477149 -0.022545887407768618 -0.1005907257742696 -0.066474215549381641 0.06679142739334816 -0.10064248766831688 -0.023069100306944312 -0.042179028428727637 -0.003355245161114421 0.0065019924095696862 0.049584287158409873 0.060607070722273539 0.06539532649844064 0.0051274368860794589 0.086111594833525429 -0.045695742469722279 -0.086600221090897697 -0.027530150315875232 -0.083881521546221804 0.1005505783569572 0.0019824185018176544 0.016714851245779344 0.067140272944519158 0.091126403044227144 0.070046185255016533 0.0010799240164380362 0.00045137528064690693 0.084239411204091466 -0.051521462618142382 -0.023820733039724484
leaf_weight=21.946957875745905 0.065518599378267761 0.67493347753770949 0.17357600123412453 0.016324040847138122 0.038965329295024276 0.026839113908806667 1.2267897978933167 0.93266739125829223 1.1883337815816046 2.2257748884148896 0.0267090877659939 0.37820297920552448 0.41628425288945425 3.6059964785818011 0.19442941659872282 0.26270341893132332 0.51652603497495875 0.13727972761262208 0.1467744701076299 0.23079515318386257 0.20148197977567861 0.27039572119247168 0.096805734327062964 0.062962203471215616 0.38785310447064947 18.789922932981071 2.7929128268151544 0.3903658422641455 0.30331821949221194 0.32396244339179248
leaf_count=2442 56 16 73 95 15 57 109 31 24 88 19 29 19 75 10 25 47 36 17 20 39 21 18 9 39 1078 36 15 25 50
internal_value=-9.33449e-06 -0.00106392 -0.0424211 0.000747278 -0.0733508 -0.00149846 -0.000482691 -0.00877613 -0.0204272 -0.000256835 -0.0490549 0.00109141 0.00730533 0.00330262 -0.000524325 -0.00724426 -0.0497474 0.0305262 0.0172352 0.0557709 -0.0342054 -0.0140402 0.0116207 0.0586784 0.00123719 -0.000400128 0.00904343 0.026117 0.00376621 0.0273253
internal_weight=58.0524 29.6477 0.410894 0.171514 0.23938 0.0658044 29.2368 5.02171 2.121 2.90071 0.0922277 28.4046 6.45768 6.04139 5.66319 4.65562 1.04963 1.00757 0.813137 0.464881 0.348256 0.533099 0.234085 0.0792862 24.2151 20.0167 4.19841 1.4055 1.01513 0.711816
internal_count=4633 1835 324 179 145 72 1511 159 55 104 75 2798 356 337 308 168 93 140 130 74 56 46 54 104 1352 1187 165 129 114 89
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=6 5 4 17 18 13 13 7 5 18 2 13 3 0 7 18 15 6 5 16 7 16 4 19 5 0 0 0 3 6
split_gain=0.00720911 0.026513 0.0534869 0.044315 0.119556 0.038843 0.162479 0.0271249 0.0252125 0.0569268 0.0553981 0.0306746 0.155589 0.0238227 0.0474661 0.0308342 0.0353342 0.0233585 0.0262781 0.0253348 0.0688644 0.0685936 0.0613463 0.0253022 0.0229824 0.0274714 0.0223836 0.019863 0.208163 0.0547813
threshold=16.455384477450004 22.825270530250005 269.33704784675007 197.26918533450001 13.602243858600003 117.73026999045001 117.66037007905001 22.995234593000003 23.714185006400005 13.258241318650002 145.83272221200002 117.60660091645001 94.227769014100019 85.866664228400012 19.052023743050004 11.780626785300003 30.632308446700005 16.565387047600002 21.191508333600002 22.594947163200004 24.176603375500004 21.979948601300006 180.98021180325003 14.351157895250003 20.389142059250002 85.769879735700016 86.264556031700025 86.538778761000017 92.90235915575002 16.285380505300001
decision_type=2 2 2 2 2 2 2 2 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 17 8 -5 6 7 -4 9 10 -3 13 -13 14 15 16 -10 18 26 20 21 22 -19 -20 -21 -26 -2 -1 29 -29
right_child=1 3 5 4 -6 -7 -8 -9 11 -11 -12 12 -14 -15 -16 -17 -18 19 23 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0039790228508527785 -0.0040848578347364188 0.014899204417393758 -0.046790848816384414 -0.054061456334038339 0.080426185687975105 -0.00056977411066165887 0.00050156145716288175 -0.10471240093328588 -0.10076351423466288 0.029143090413190659 -0.023973097273230475 -0.10321954391601029 -0.0018285508763622106 0.0041009311881348987 -0.10090160348528487 0.054071844666719153 0.099458670319481246 -0.038306940274332173 -0.0087832726235347273 0.010066834032633818 -0.004806155500285454 0.10248625537946235 0.066363634294653098 0.0058906085447318129 0.0061906642640730432 -0.023637353430155692 -0.022991464875919944 -0.00044839387911280426 0.085378584387962586 0.012624666061807031
leaf_weight=7.1492318004245474 1.2574430133681764 0.82394049635695432 0.11921579114277736 0.094608938787132391 0.21936667562158618 0.49858649555244483 0.52256651967763901 0.25124263191537466 0.036859886940817765 0.9312184460213756 0.66052419762127101 0.17662712193214236 1.0575221463215028 3.1615071935229935 0.065790890812997382 0.06075591077478748 0.011583900235848432 0.10763426200881587 2.1691223112866282 1.1041165553033354 0.50405393447726965 0.15599143644794822 0.11670754031729302 2.5641776220290922 0.57719894089677815 0.6639343942515552 1.2473381450399754 27.621482574016849 0.29562068304949107 3.6261710434919214
leaf_count=401 20 32 13 9 50 3 3 44 118 24 14 52 163 27 263 63 4 26 18 8 3 8 20 45 27 18 22 2962 71 102
internal_value=-5.36058e-06 -0.00159172 -0.00451033 0.00314956 0.0399016 -0.0229291 -0.0354126 -0.0860729 0.00149787 0.00976114 -0.00239733 -0.00286944 -0.0163393 0.00211296 -0.0338032 0.00662247 -0.0528863 -0.00206168 -0.00521713 0.00501015 0.0194331 0.0515574 0.016145 -0.000833969 -0.000428717 -0.0097656 -0.0135 0.000780167 0.00185883 0.00106868
internal_weight=57.8521 19.1596 11.8593 7.30031 0.313976 1.39161 0.893025 0.370458 6.98633 2.41568 1.48446 4.57065 1.23415 3.3365 0.174991 0.1092 0.0484438 10.4677 7.23808 3.22964 0.884387 0.380333 0.224342 4.7333 2.34525 1.24113 2.50478 38.6925 31.5433 31.2477
internal_count=4633 1097 278 819 59 63 60 57 760 70 46 690 215 475 448 185 122 215 105 110 57 54 46 63 53 45 42 3536 3135 3064
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=17 17 15 17 4 17 9 18 4 6 18 18 18 15 7 16 13 13 17 7 15 7 10 16 10 16 4 5 4 17
split_gain=0.0070911 0.0323246 0.0220964 0.0533328 0.042636 0.0249287 0.0334569 0.0521124 0.0195783 0.0216664 0.0175377 0.0132586 0.0158051 0.0356844 0.0128229 0.0338209 0.0453772 0.0274238 0.0312687 0.0223891 0.0361861 0.0155332 0.0150913 0.0127429 0.0121031 0.0228141 0.0111236 0.0228229 0.010701 0.0427723
threshold=174.47088669260003 173.77968723070003 30.632308446700005 172.68891404560003 201.80971861865004 171.19957438235002 195.46053662500003 16.060787203800004 163.62029285410003 16.445384243750002 11.780626785300003 12.964611930900002 14.804191144800003 16.891056077300004 22.093462376800005 22.744946812400002 116.60111757565001 113.95029785905002 187.14705358135004 20.797746106000002 22.248428019100004 22.227765484150002 68.20618276945001 19.224955043700003 67.254468591300011 21.074950717600004 254.21219862280003 32.896841258100004 371.16724128940001 204.04920942250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 8 -8 24 11 -11 26 13 -13 15 16 17 18 22 -20 -21 -16 -2 -12 25 -1 27 -10 -23 -30
right_child=14 -3 4 -5 -6 -7 7 -9 9 10 23 12 -14 -15 21 -17 -18 -19 19 20 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10037810830600885 -0.09049564759186364 0.077056832600576317 -0.013228254465711579 -0.10589836560670357 0.098007626093426448 0.059400087376117197 -0.1019459526777248 0.098138231951587787 -0.10057404969767635 -0.10063329259347098 -0.10008983583725278 0.051804527385864954 0.0052886905801836108 -0.08235531162284726 0.014336414021245523 -0.00051015045281261955 -0.10139180832374817 0.047145570582455582 0.083542683280489624 0.060963235634408953 -0.10057611209626745 -1.6755124680323044e-05 -0.012751285163012507 0.063091206338128245 0.10039228418317384 0.10016455749321417 0.069042706786398442 0.10011354440524865 -0.037300448294864716 0.017545560969232456
leaf_weight=0.010709216216813089 0.081384628023553729 0.062203744427847485 0.069369496290164423 0.045935196958422853 0.068467194647894303 0.075723035473501343 0.064909109008169596 0.016282500518173038 0.013092511517726169 0.036226423370667837 0.0069594815657012523 0.029500042137044491 1.06656525673986 0.060456505551258033 0.74905390764715107 0.97765478671499295 0.083048635552813721 0.053773260660818778 0.029413982426406804 0.026264750971030537 0.029377675233945411 53.319113795308638 0.036018565801555269 0.015319976341913843 0.033404893055956286 0.012061931658536196 0.054808209109069139 0.0099909876007586718 0.33009187970571829 0.24979222993295025
leaf_count=52 68 35 25 28 16 64 49 92 79 153 58 33 187 57 49 34 125 9 15 17 37 2527 31 29 6 3 18 3 402 332
internal_value=-3.81132e-06 0.00626085 0.00365473 0.000246809 0.0420256 0.00348437 0.00052405 -0.0618202 0.00427607 0.00176502 -0.0576968 0.00458325 0.00189366 -0.0383594 -0.000199927 -0.00995071 -0.0371541 -0.0163338 -0.0331939 0.0129774 -0.0243251 3.50525e-05 -0.0666442 0.012118 0.0620692 0.00584982 0.0445179 -0.0137126 -0.000163699 -0.0136749
internal_weight=57.717 1.75199 1.68978 1.55195 0.137837 1.50601 1.43029 0.0811916 1.3491 1.29292 0.0585059 1.23441 1.15652 0.0899565 55.965 1.31694 0.339281 0.256233 0.20246 0.0850564 0.0556424 54.6481 0.117403 0.0222795 0.056176 0.0227711 0.0778917 0.0230835 53.899 0.579884
internal_count=4633 987 952 911 41 883 819 141 678 617 240 377 277 90 3646 336 302 177 168 69 54 3310 99 87 61 55 100 82 3261 734
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=5 6 7 9 6 10 6 5 2 2 15 7 13 12 5 17 15 10 0 2 16 16 19 19 17 0 9 6 15 5
split_gain=0.00651117 0.062446 0.0502211 0.0424314 0.0405908 0.0397726 0.0322098 0.0322667 0.0530857 0.0545497 0.0350713 0.0732538 0.0607341 0.159739 0.0557119 0.0345427 0.0339993 0.0347079 0.0446117 0.031255 0.0298879 0.0676338 0.10278 0.156892 0.0852951 0.0381271 0.0824792 0.0290848 0.126238 0.109794
threshold=20.743195000100005 15.400359826950002 22.435297587800004 206.78020849415003 13.855323727400002 64.369753017350021 15.745367888000002 21.191508333600002 105.39281967610002 168.12216079815002 36.370482311550013 23.276000438150003 117.39690118230001 201.10642606785004 22.825270530250005 188.27285108100003 34.969820938750011 63.910026677050006 85.823648898300021 292.59177727695004 22.624947093000003 22.614947116400003 14.151141757350002 14.451165964200003 189.31980273685002 86.264556031700025 204.89606367675003 14.815346158200002 35.293770423450006 17.687678651600006
decision_type=2 2 2 2 2 2 2 2 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 4 -4 19 -5 -3 8 15 -10 11 16 13 -12 -15 -8 17 18 -9 -2 21 24 -23 -24 -14 -22 -27 -1 29 -29
right_child=1 6 3 5 -6 -7 7 10 9 -11 12 -13 20 14 -16 -17 -18 -19 -20 -21 25 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00064112835481607185 -0.087086326768587366 0.03124129060978691 -0.1000855844098046 0.06377708686320821 0.058271355713876066 -0.10059138403845856 -0.019402931116894711 -0.017776874457747022 -0.039089085680028141 -0.0058284506276666918 -0.014267128474352547 -0.11039370323387679 0.024398132363231042 0.10130302252879207 0.026282719542190691 0.006390788446363144 0.088575999814238485 -0.073987899035870483 0.10025460912528412 0.045128638058211976 0.00046947890269952549 0.0020046213731589871 -0.10429307125937598 0.022766592852802855 -0.0041541669806075985 0.02762833033596436 -0.0079380593812634105 0.056489830432847311 0.061420298804846056 -0.00011769127044747351
leaf_weight=21.936626835319831 0.056488511535465302 0.31571461063691941 0.15714853779743976 0.036781577829970047 0.069949202043716241 0.024545171245620168 0.67757330252789261 0.18302895214084891 0.8989918092265724 1.0921240583993492 0.4471884997474288 0.08582516189198941 1.1731613226780275 0.25229490804485977 0.16290768143107925 2.2211600141599774 0.033591187093406916 0.07991380448318175 0.038812922080978751 0.026159602854932018 7.9692348201527903 0.50667273253202516 0.30468917294956555 0.14269564678579627 9.6728099488724819 1.713668453274295 1.052479768724879 0.36521222778537676 0.40015232167206694 5.5420009887201331
leaf_count=2442 56 54 73 15 104 57 16 510 29 17 36 7 39 23 29 88 8 56 6 19 308 2 34 29 164 39 17 29 19 308
internal_value=-4.70838e-06 -0.00104652 -0.0418094 -0.0725552 0.00220977 -0.00200909 -0.000525379 -0.000874721 -0.0082739 -0.0208457 0.000644271 -0.0279561 0.00115909 0.0272032 0.0718683 0.000361556 -0.00685794 -0.0174816 0.00287363 -0.0452379 0.00016243 -0.00331119 -0.0288375 -0.0637667 -0.00106579 0.00398053 0.0140958 0.00107959 0.00706412 0.00338206
internal_weight=57.6396 29.3956 0.371073 0.218475 0.152597 0.0613267 29.0245 28.7088 4.88985 1.99112 23.819 0.421172 23.3978 0.862391 0.415203 2.89873 0.335347 0.301756 0.221842 0.0826481 22.5354 11.8 0.954058 0.447385 10.846 10.7354 2.76615 28.244 6.30737 5.90721
internal_count=4633 1835 324 145 179 72 1511 1457 150 46 1307 587 720 88 52 104 580 572 516 75 632 268 65 63 203 364 56 2798 356 337
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=12 19 18 7 16 9 0 16 13 7 7 3 3 19 16 16 9 9 18 13 16 0 17 17 19 15 13 15 16 12
split_gain=0.00715232 0.0221478 0.0357184 0.0220237 0.0203922 0.0192724 0.02769 0.0319063 0.0178333 0.0120251 0.00944821 0.0211868 0.0151134 0.0140813 0.0203812 0.0179783 0.0151634 0.0121902 0.0324017 0.0472915 0.0251447 0.0207213 0.0167435 0.0249359 0.0259285 0.0574982 0.0262879 0.0297183 0.0268907 0.0310552
threshold=322.74414298955008 14.351157895250003 14.646070254650002 26.459406588900006 22.694946929300002 202.86134752310002 86.780739992750014 22.604947139800004 82.420060905150009 28.254715834950002 19.902030009200004 108.48197402175002 112.7969493211 13.351077205700003 16.024962526700005 19.304954856600002 69.057662079300016 181.33671263215004 12.933745112000002 117.69263157665002 22.764946765650006 85.683849075550015 196.81899330385002 190.68993848360003 14.451165964200003 27.614913206150003 105.40368946235002 22.504462263300002 13.534968349350001 247.65401887280004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 -2 -3 -7 -8 9 -5 11 13 -13 14 -1 -15 -16 18 20 21 -12 -20 23 24 25 26 27 28 29 -23
right_child=1 5 3 8 -6 6 7 -9 -10 -11 17 12 -14 15 16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.040374599676480834 -0.093183612872134086 0.063413197485262127 0.043326985721275232 0.091431379589580017 0.005889815613735497 -0.083399025740708593 -0.043607399718991052 0.086283554257965661 -0.10024916398712475 -0.10003824226764685 -0.086128444494249598 -0.10035045392468595 0.064498189324926056 0.097873778967022165 -0.084430252403502923 0.020526475773128636 0.029196714068447666 0.0002571404677695007 -0.100602964026949 0.099115343607281026 0.001348728759530135 -0.091034400449386307 -0.058158872887378303 0.041006283748647482 0.00048064688493345019 -0.10124729330036353 0.080596277251215903 -0.088037490876107682 0.049677268993294721 0.029530112928014225
leaf_weight=0.065984396718468896 0.093409242644624579 0.054143358921081131 0.067237126034044081 0.011076499489718117 0.026717851345892996 0.034700455969868926 0.036091886509893811 0.039727203780785203 0.025893292117643796 0.0046601424596417465 0.08982663827901749 0.022867810261971044 0.007348721948801539 0.050625026711145438 0.032806052578962408 0.07394398011820158 0.018293434078032078 55.135703679022214 0.023341298829055002 0.043100659423544019 0.051812647143378854 0.045806056513626126 0.058358483361246161 0.11566198788477766 1.0031725764274597 0.087607142294473306 0.030370071035576984 0.047820139688099061 0.067156210844530051 0.040039760428982163
leaf_count=65 123 22 106 7 14 29 30 20 147 103 178 170 9 18 22 32 36 2490 109 9 8 226 278 133 4 28 9 65 51 92
internal_value=-3.95406e-06 -0.0134369 -0.0335506 0.00793581 -0.0711484 0.0145348 -0.00941058 0.024452 -0.049225 0.0347309 8.86364e-05 0.0186863 -0.0602589 0.0285577 0.00365873 0.0519605 -0.0437522 -3.17825e-07 -0.00833044 -0.0041787 -0.0541287 -0.00710895 -0.00565021 -0.0035187 -0.00741428 -0.0322574 -0.00611466 -0.0192278 0.00227833 -0.0348013
internal_weight=57.5053 0.393657 0.228994 0.108867 0.120127 0.164663 0.11052 0.0758191 0.0416299 0.0157366 57.1116 0.271869 0.0302165 0.241653 0.117084 0.124569 0.0510995 56.8398 1.70407 1.56243 0.141639 1.51933 1.49599 1.43763 1.32197 0.318799 0.231192 0.200822 0.153002 0.0858458
internal_count=4633 601 500 363 137 101 79 50 257 110 4032 352 179 173 123 50 58 3680 1190 1004 186 995 886 608 475 471 443 434 369 318
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=12 2 4 4 3 16 6 10 7 12 7 6 8 9 18 18 13 2 9 8 15 18 18 0 2 5 13 0 2 0
split_gain=0.00619009 0.0200835 0.0156239 0.0313801 0.0262896 0.0308422 0.0256704 0.0234094 0.0153498 0.00946121 0.00837223 0.0191756 0.0240965 0.0224901 0.019302 0.0209713 0.0268679 0.0176694 0.0136073 0.0514386 0.0516815 0.0233514 0.0164802 0.0195573 0.0218045 0.0166349 0.028978 0.0133587 0.0167362 0.0124178
threshold=322.74414298955008 298.00670864630007 392.33277900210004 400.10245230235006 93.14163192940002 22.634947069650003 15.975373262050001 80.13218303615001 27.973342028250006 405.20116087950004 20.714163848350005 23.145540791850003 5.1459841250500009 70.238863950400017 11.634276750250001 11.890615410500002 106.01665791610002 119.08834621750002 179.11733629770001 7.943800736700001 32.355961258350007 13.317304170000002 13.921859755900002 104.03526427400001 309.04644204820005 13.340155591900002 98.599201934150003 104.25302938255003 168.84984911130002 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 5 6 7 9 -9 -5 11 12 13 14 -1 -16 29 -15 19 20 21 -12 25 24 -24 -23 -27 -25 -29 -17
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 18 -13 -14 17 15 16 -18 -19 -20 -21 -22 22 23 27 -26 26 -28 28 -30 -31
leaf_value=-0.063605346016828032 -0.10284283073587544 0.050082141161649163 -0.089063467173842531 -0.072464988684658033 -0.088814978525274951 0.07398394119280681 0.069022845389156248 0.058651725073523446 -0.10002874369997937 0.0056447205337044988 -0.10070619723012859 -0.10057570427300096 0.07300952360205834 0.025685351850716322 0.074325302346615316 0.08075518772986158 -0.048015963509910775 -0.10031275781723298 0.00012066772277933382 -0.10104526197454063 0.091036935436712485 0.059734519560177037 -0.07449628567961572 0.097825334985498336 0.10026668625310503 0.064527342464692036 -0.10043126594668859 -0.10006711009249097 0.0088841017654900187 -0.00029499985015260446
leaf_weight=0.024567976452991469 0.023247697395166855 0.042356309841125039 0.047911233402601283 0.077001643653602514 0.030137702586368498 0.057439097101450898 0.032782793685328215 0.035977445174353306 0.0073398542289453408 0.019417872136727965 0.0308777995170465 0.013710739556699991 0.068618874331605184 0.01735450961182039 0.070251503377221525 0.042239010774210328 0.053290238975478132 0.031030960875341407 56.256776354064939 0.063132550392765552 0.050126734754485369 0.056319870141578576 0.084487225301039359 0.012996263132663444 0.0077980896458029738 0.020071194204092535 0.022685654918570997 0.017067434188049901 0.081070302522149973 0.034215775184748054
leaf_count=41 3 15 36 151 82 34 20 72 163 25 99 4 44 186 17 24 37 189 2496 15 6 32 237 8 1 32 30 193 303 38
internal_value=-5.48598e-06 -0.0128353 -0.00686305 -0.014694 -0.000994704 0.0105148 -0.0106168 -0.0293006 0.0317643 -0.0567345 7.85218e-05 0.0153816 0.0200362 0.00671884 0.020043 0.0303186 0.00649076 -0.0551208 -1.73609e-05 -0.0174031 -0.00363377 -0.0178686 -0.00941286 -0.0257025 -0.0597289 0.0240322 -0.0229953 0.00255288 -0.0100639 0.0444828
internal_weight=57.4323 0.373612 0.350364 0.308008 0.260096 0.229959 0.17252 0.139737 0.0433173 0.0964195 57.0587 0.35528 0.341569 0.27295 0.224565 0.199997 0.129745 0.0483855 56.7034 0.446633 0.383501 0.333374 0.302496 0.203419 0.0922853 0.0990767 0.0427568 0.111134 0.0981377 0.0764548
internal_count=4633 601 598 583 547 465 431 411 235 176 4032 580 576 532 157 116 99 375 3452 956 941 935 836 742 238 94 62 504 496 62
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=12 14 8 9 4 5 18 17 16 7 9 19 7 9 4 9 12 18 17 4 7 17 4 10 12 15 16 14 8 9
split_gain=0.0061383 0.048499 0.0122774 0.0304472 0.0488416 0.0211365 0.00866564 0.0533483 0.0440903 0.115422 0.0715686 0.0337603 0.0329816 0.143812 0.082036 0.0401376 0.0500125 0.109092 0.053723 0.0776636 0.112965 0.0573941 0.0544333 0.0744272 0.0332372 0.0486171 0.0726359 0.0229981 0.0671321 0.20233
threshold=74.22129117770001 144.12207640715005 8.9430209551500024 226.58992707320002 168.18037996940004 26.429611911700004 13.075178189100003 188.13858192940003 22.604947139800004 22.626138143200006 195.13041324455003 14.551174033150001 23.109894804950002 198.14098854835004 158.55438663830003 195.13041324455003 224.02444024760004 13.845746551550002 188.85216786605002 224.75522095420004 22.650953015950005 187.52613723835003 196.82258699960002 62.025417527550012 145.32166322050003 42.33967733730001 22.644947046300004 162.62753922915002 8.3434888241000014 197.89372115420002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -6 7 8 9 10 -3 -9 13 14 -8 16 18 -18 19 20 21 -16 23 -20 -24 26 -26 28 29 -14
right_child=1 2 3 -5 5 -7 12 11 -10 -11 -12 -13 27 -15 15 -17 17 -19 22 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.008439574866068408 -0.071621905177922982 0.0021332414821328659 0.022179533564436429 0.028121831453876436 -0.10119481496871695 -0.024582756959626896 0.086501823681375448 0.080402059625021602 -0.0019594366000763547 0.09391315814249096 0.1009078923969134 0.010247208986935697 -0.1088321157113696 -0.075449413380832886 -0.10214715156097472 -0.025441768200063549 -0.10181653601736423 0.028923733703379674 -0.0066579685039391302 0.00036940466079234385 -0.10374243690662095 0.060942609295355422 -0.017091583187587644 0.081885725483375693 0.066797392170505981 -0.003861695028277456 0.0051453990555107463 0.0011476171598270365 0.0031381769776386795 -0.0026300358250614104
leaf_weight=0.84783516079482169 0.094738006797796426 1.4130957959799326 0.085628698220488242 0.097125775012273152 0.094964225273599823 0.058008929172501666 0.098609059961744516 0.14138797327742381 6.8495014816712683 0.17139500151381515 0.077371714636683353 0.13323319622554664 0.24170711622173202 0.29628881378403082 0.028819298578389829 0.84994511917500393 0.14503309442137258 0.11397918373484828 0.1703911179210994 0.65318120932079182 0.20710583971009555 0.085879090906018973 0.6573584857187601 0.21436648141707337 0.29971867619315196 1.2308780680141351 0.52730329474434257 39.03401604564543 1.7535620487615231 0.6957669852708932
leaf_count=55 25 556 30 28 61 26 30 27 138 13 3 34 25 16 103 41 87 81 14 114 18 16 21 30 48 29 4 2858 42 60
internal_value=-6.11737e-06 -0.000132807 -1.27778e-05 -0.019079 -0.0382927 -0.0721428 0.000101344 0.00298545 0.00158576 0.0161976 0.00726074 0.0463662 -0.000434336 -0.0076556 -0.00385318 -0.0055719 -0.00167522 -0.0442839 0.00103304 -0.0194408 -0.0596505 0.0199644 0.00747226 0.0426739 0.00248412 0.00873723 0.0274885 0.000531185 -0.00841029 -0.0300119
internal_weight=57.3682 56.5204 56.4256 0.335728 0.238602 0.152973 56.0899 8.78599 8.51136 1.66186 1.49047 0.274621 47.3039 5.57886 5.28257 5.18396 4.33401 0.259012 4.075 0.974985 0.321804 0.114698 3.10002 0.384758 2.71526 2.0579 0.827022 41.7251 2.69104 0.937474
internal_count=4633 4578 4553 145 117 87 4408 771 710 572 559 61 3637 652 636 606 565 168 397 251 137 119 146 44 102 81 52 2985 127 85
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=5 6 10 10 10 17 17 17 5 10 16 8 7 6 5 10 19 13 4 9 16 16 9 13 9 16 7 14 6 12
split_gain=0.00619355 0.0131363 0.0119303 0.0179892 0.0151227 0.0249533 0.0198978 0.0140178 0.0123417 0.0122529 0.0104063 0.00944728 0.00778725 0.0117877 0.00777496 0.0298829 0.0341987 0.02022 0.00904904 0.0380071 0.00783903 0.0796855 0.0898844 0.0812993 0.0832637 0.0517063 0.13721 0.118621 0.128347 0.0491657
threshold=12.306951632950001 9.3002172980500024 67.254468591300011 69.873026810350026 82.299080289250014 194.75204781875001 197.78839148195001 238.05090660085003 7.754880527600001 90.679004281900021 19.079955382750004 1.4488693167500002 28.043300357450004 8.5551998908500018 13.252098438300001 81.339300736700025 12.350996516100002 101.03763345850001 141.79569928155004 194.57718764590001 18.634956423400002 18.369957043050004 187.45330412110005 108.64328150955002 189.68479361675003 15.954962690350003 25.139463727750002 180.73420799095001 14.355335410100002 211.51213392550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 -8 9 11 -5 -6 -10 -14 15 16 -2 -18 19 -16 21 23 -23 25 -25 29 27 -27 -29 -20
right_child=14 -3 3 4 8 6 7 -9 12 -11 -12 -13 13 -15 18 -17 17 -19 20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.10092908506317871 0.10026613816128987 -0.10067255776908642 0.10005802806012801 -0.10035564004422226 0.01972747038866398 0.074302688856047003 -0.100408341926938 0.071326524714216535 0.067085947682296795 -0.10006912648843916 0.028801481609236124 -0.10008816467048293 -0.10004267484376098 0.096041458947595151 0.067632748928441996 -0.00037339358859051679 0.063809284025396332 -0.040497228204146911 -0.0015294649451786269 -0.018710606472632119 0.00045247692772146123 0.086842228343478475 -0.072661873736501223 -0.10109715189608014 0.086993500887945205 -0.1018304675431147 -0.093471818137683099 -0.015073658045258119 0.077870158788723387 0.031286193102175994
leaf_weight=0.0135049451746444 0.071356733911669745 0.016757540549850347 0.01545792696015269 0.049954690172739902 0.051476945250215067 0.025484468302238383 0.017185778639031923 0.0065699485130608073 0.04344017846639403 0.013860830008297853 0.0071283825091086319 0.007545423555029628 0.0076750522860038473 0.0051049962189608777 0.094176268845329925 0.5288456945947928 0.03234575084206881 0.043684696487616748 9.1090482345525405 0.11115024838363752 44.813278580554588 0.040555523210060396 0.2741840311034025 0.027188324244422968 0.17517067321387003 0.11151136934202621 0.21957228981545995 0.58913575865517487 0.19867887350505953 0.48065379568032796
leaf_count=10 18 132 4 197 163 22 87 3 74 369 4 64 126 12 22 32 35 27 473 27 1659 50 193 240 43 28 145 60 87 227
internal_value=-7.67957e-06 -0.0148135 -0.0093716 -0.00444312 -0.0113046 -0.0392327 0.0129281 -0.0529129 0.0116956 -0.0154595 -0.0842268 0.00441023 0.0468992 -0.0217168 6.54508e-05 0.0107242 0.0505438 0.00387805 -6.27006e-05 0.0208921 -0.000139479 -0.00250258 -0.0521091 -0.00107162 0.0617222 -0.00225823 -0.0226011 -0.00529789 0.00836583 0.000115317
internal_weight=57.2017 0.281147 0.26439 0.250885 0.235427 0.106323 0.0492402 0.0237557 0.129103 0.0728832 0.0570831 0.0590224 0.0562202 0.01278 56.9205 0.676233 0.147387 0.0760304 56.2443 0.205327 56.039 11.2257 0.31474 10.911 0.202359 10.7086 1.1189 0.899326 0.787815 9.5897
internal_count=4633 1267 1135 1125 1121 313 112 90 808 596 201 227 212 138 3366 112 80 62 3254 49 3205 1546 243 1303 283 1020 320 175 147 700
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=13 2 10 7 18 18 10 16 10 13 13 13 8 8 19 19 15 18 12 18 6 6 5 17 18 2 6 3 18 9
split_gain=0.00640891 0.0151671 0.0098218 0.00918061 0.0116117 0.00960797 0.0216773 0.0118336 0.0103976 0.0120981 0.0170693 0.0156657 0.00889807 0.0085818 0.00863952 0.00849792 0.0077535 0.00707163 0.0658898 0.0871374 0.0490409 0.065089 0.0537986 0.0366381 0.111624 0.0728887 0.0197752 0.0194344 0.0447022 0.0186015
threshold=97.873318238950006 134.46474107450004 70.311245485600026 21.306175688000003 14.365787915650001 15.064837217800003 82.140461259550008 14.824965332800002 83.602982482550019 92.792132372400019 92.146902421150017 89.208417684550014 0.94925920755000015 2.9476996444500005 9.4507625164000029 11.650940033400003 12.074057039900003 15.502113896900001 199.81321265885003 15.691153810300003 13.825323026450002 13.665319288000001 14.608687763150002 207.26881593930003 14.329845562450002 258.06114663960005 14.935348962050002 81.075831839950027 17.108018746400003 201.65416293750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 15 10 11 12 -10 14 -14 -8 -11 23 -19 -20 21 22 27 29 -25 -26 -27 28 -21 -2
right_child=17 2 3 4 5 6 8 -9 9 16 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.08545602824147816 0.0010961899256968974 -0.074609648491049438 0.045075262517144644 -0.10046481378687658 0.053941130397623577 -0.1003077466041153 0.082712687583221645 0.047558210289891496 -0.10009989101841893 0.021996780410643013 0.088763769521938971 -0.10019937534561024 -0.10011130849247674 -0.10005000901256329 0.045877090066204718 -0.0081571908719894858 -0.1001901944694823 0.0001356862111339095 0.086736048538202215 -0.08323116354231877 -0.088393912039439096 0.10048530669609319 -0.09202505094935004 0.077736890836010444 -0.081886738947246934 -0.025599825001361071 0.068541471453170383 0.093002433745054097 0.05618528047139703 -0.0032484193122623919
leaf_weight=0.027159259819991344 36.701634248628579 0.020346501231902181 0.035258598775726568 0.013267926296748556 0.025277427847868239 0.034227127292979276 0.026050258203440535 0.006428868386137764 0.0067873141924792426 0.0069728790476801797 0.01998531417484628 0.016860459110830561 0.0044324987578363553 0.0053122486605730037 0.047435725022751285 0.017012125914106946 0.020349589648844812 5.6508896434484077 0.21168970022335987 0.037282851240888704 0.048956548611386097 0.073361702263355255 0.056630484540619364 0.07860980850091337 0.25251370860496536 0.043049390515079722 0.046322910377057269 0.031628032389562577 0.060027636561244435 13.472179453989638
leaf_count=324 1902 74 38 33 26 114 42 16 146 3 22 109 67 161 149 28 72 208 31 21 33 7 40 12 50 24 24 6 57 794
internal_value=-8.11245e-06 -0.0138372 -0.00748067 -0.00269929 -0.00942639 -0.00433264 -0.0112856 -0.0769259 0.00430262 -0.00998403 0.00601243 -0.0144484 0.00815363 0.0210033 0.0334014 0.0468138 -0.0690073 7.3053e-05 0.00326909 0.0373478 0.00339068 0.0207446 -0.0107796 -0.000316735 -0.0297117 -0.0544174 0.0231949 0.0249038 0.00277025 -7.03819e-05
internal_weight=57.0979 0.333164 0.306005 0.285658 0.2504 0.237132 0.211854 0.040656 0.171198 0.128136 0.100814 0.0808282 0.0639678 0.0571805 0.0518682 0.0430624 0.0273225 56.7648 6.17047 0.519577 0.307887 0.258931 0.185569 50.5943 0.420496 0.341886 0.0893723 0.128939 0.0973105 50.1738
internal_count=4633 1424 1100 1026 988 955 929 130 799 729 654 632 523 377 216 70 75 3209 403 195 164 131 124 2806 110 98 48 84 78 2696
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=6 10 2 15 15 5 15 15 5 18 2 16 0 7 18 18 3 15 15 6 9 17 5 2 12 17 18 16 16 17
split_gain=0.00640089 0.0312124 0.05292 0.021521 0.0601671 0.0318991 0.0876245 0.0313529 0.0291694 0.0276519 0.0789458 0.0394222 0.0266376 0.0239491 0.0195708 0.0615552 0.0610274 0.0344536 0.22651 0.0649344 0.0828191 0.0355132 0.026713 0.0820238 0.104721 0.0247929 0.118335 0.061066 0.138283 0.126672
threshold=16.455384477450004 61.821094709650005 165.32923687280001 40.42701969085001 39.324897478350003 22.127107789600004 34.969820938750011 40.726271367500011 22.744024947450004 13.258241318650002 198.08048018110003 22.604947139800004 85.882794977150013 22.626138143200006 13.480563334700001 13.546420092050001 93.14163192940002 40.042228346200012 38.992510055900006 16.405383309150004 191.61296531520003 190.92966541395 20.389142059250002 54.465024697200008 137.59557428920002 194.36188291790003 13.602243858600003 18.369957043050004 17.874958200600002 192.44445991605002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -5 -9 12 -11 -12 -10 -7 17 -16 25 18 22 20 -19 -21 23 -3 -25 27 -27 28 -17 -29
right_child=3 14 -4 7 -6 6 -8 8 9 10 11 -13 -14 -15 15 16 -18 19 -20 21 -22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.10551465782579877 -0.0037797076503271348 -0.0027805049595852603 0.036342663536209643 0.023576917090168899 -0.033787676761506021 -0.0010552210411843305 0.086902975242113628 -0.019251900319132039 0.00077268082596867983 0.048048750813975555 0.01553959560839732 -0.0097563059455892595 -0.019874612219829418 -0.10117270542736974 -0.031434787418300386 -0.0016965552673670302 -0.056798924042092663 0.008643574495279284 0.082341579262108222 0.018788655247439549 -0.039694999558243627 -0.0033952449317789669 0.00088104935867292205 0.096793037630635154 -0.019082565550762539 0.081581158611912619 0.0022515236388572502 -0.06089070281461121 0.07245382947650568 -0.0029598833906778199
leaf_weight=0.069698749096643975 9.054162690831788 0.60990153392776658 0.042231920297098213 0.63099430483998631 0.66290263054361354 0.18888643745432077 0.144293205543363 0.68872734927572121 3.8096388990047672 0.45648761365737334 1.2208760886715029 1.2436715695758946 0.74742862307175517 0.027352857927326113 0.62711171801163601 9.3515012003362479 0.18623526325606476 0.61474919344709611 0.40075430093565945 1.3202297775638956 0.83705039858807595 1.5915680809794137 4.2191548503809599 0.23267737346304784 0.11731598796905018 0.1903263630811115 15.630580584976171 0.52903827472437015 0.25845355675710457 1.317313417624973
leaf_count=17 205 13 39 8 30 517 29 17 104 37 22 86 33 9 26 1114 36 20 25 45 46 18 212 51 23 62 1569 137 35 48
internal_value=-7.36875e-06 0.000737922 -0.0519913 -0.00151355 -0.00466849 -0.00261817 0.0265519 0.00210033 0.00044098 0.00225468 0.00984991 0.00277466 -0.00261379 -0.0137194 0.0008931 -0.000456503 0.000250868 0.00470579 0.00991129 -0.00195057 -0.0192265 0.00666309 0.00430664 0.0193636 0.0579521 0.000640376 0.00320586 -0.00290251 0.000297672 -0.0195589
internal_weight=57.0213 38.1459 0.111931 18.8754 10.0776 9.4147 0.360533 8.79782 8.16683 7.4781 2.92104 2.46455 4.55707 0.216239 38.034 28.0906 27.4634 9.9434 5.5798 4.3636 1.4518 2.9118 5.17905 0.959895 0.349993 27.2772 15.8209 11.4563 9.60995 1.84635
internal_count=4633 3536 56 1097 790 760 555 307 299 282 145 108 137 526 3480 3027 3001 453 324 129 66 63 299 87 74 2965 1631 1334 1149 185
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=13 13 16 13 5 17 4 2 8 8 16 0 10 16 12 19 5 2 7 7 17 0 13 17 16 9 18 17 7 9
split_gain=0.00646617 0.0276274 0.0233504 0.0517697 0.0289089 0.0271983 0.0130363 0.0101293 0.0087353 0.0279123 0.0322367 0.0269357 0.0190707 0.00862372 0.0092824 0.0219109 0.0425621 0.0251554 0.0196665 0.0173111 0.0134043 0.0232836 0.0124144 0.0117944 0.0111366 0.00906121 0.049692 0.0278889 0.0659594 0.0799412
threshold=117.97223122220002 118.06363879865002 22.794946695500006 118.84598011460001 30.133297129900004 165.41031664360003 160.20223982390002 45.979371440700014 8.9430209551500024 9.5425530862500008 21.844948917000004 87.028078140750011 67.031326566450005 22.764946765650006 322.74414298955008 14.351157895250003 22.382820633700003 355.90084126225003 24.624882230600004 24.123805364200006 209.54662559615002 93.72771580185001 82.148526634000021 208.00356650210003 8.6249798310500019 193.49750438550004 12.917213570250002 196.70927211395002 23.473156321500003 190.64005357525002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 6 -4 5 -5 -3 -1 13 11 12 -10 -11 14 25 16 18 19 -16 -17 22 -22 -20 -21 -23 27 -27 -9 29 -29
right_child=1 2 3 4 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 17 -18 -19 20 23 21 24 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.027256127777463352 -0.10078815216451345 0.044459120658290927 0.10037103797976704 0.037033371656663899 0.031137228378625165 -0.10053032291457581 -0.10115083006734849 -0.0005906092241291063 -0.082035742754275776 -0.10138175838375292 0.10024089090375442 -0.0067069365472496867 0.04893884898150927 0.011773282912919153 0.050567174459374059 0.086131432340470812 -0.10144885482311344 -0.05026655806451176 0.035055824694836077 -0.062743869099842572 0.10009946516305859 0.063939229285235419 -0.10063096870403146 0.046403620789155053 -0.10023335449538849 0.042814596770326487 0.00053891970231927295 0.00079283172753963392 -0.0048103982280292279 -0.105100094066178
leaf_weight=0.13672752009779898 0.033328434190479039 0.0076279496206552713 0.048587722703814507 0.019787668716162443 0.059703674167394638 0.052519914243021049 0.031701905181961365 13.27213204908176 0.080206411530524657 0.018950392632632429 0.037043024087324739 0.11629652721626371 0.015216695882571685 0.62482586922123928 0.043809970138111276 0.04735399207129376 0.068722669451539931 0.040319646712823953 0.0085028311702899373 0.018167666596127674 0.016312865540385246 0.0055587655487556722 0.032579279605215561 0.02175600873761141 0.016097161665271642 0.27997416807419639 40.223786472278888 0.12857866071681101 1.2327237666408448 0.1600099359638989
leaf_count=17 12 10 11 5 14 66 78 1598 28 29 6 31 14 13 76 14 109 32 71 25 9 34 109 19 87 17 1724 34 331 10
internal_value=-6.64435e-07 -0.0159438 -0.00308634 0.0121195 -0.0203621 -0.0628847 -0.0729101 7.06158e-05 4.83849e-06 -0.0180159 0.0356226 -0.0374538 -0.0344348 9.06189e-05 -4.06308e-05 -0.0170451 -0.0384273 0.0150598 -0.00317599 0.0452385 -0.0329604 0.00987284 -0.0725477 -0.00326503 -0.0580926 5.75204e-05 0.000831142 -0.00206062 -0.0148852 -0.0579202
internal_weight=56.8989 0.253257 0.219929 0.180599 0.132011 0.0723076 0.0393299 56.6457 56.5089 0.267713 0.0712101 0.196503 0.0341671 56.2412 55.6164 0.319181 0.191584 0.127597 0.122861 0.0872777 0.0790509 0.0379688 0.0410821 0.0399237 0.0216559 55.2972 40.5038 14.7934 1.52131 0.288589
internal_count=4633 196 184 96 85 71 88 4437 4420 108 49 59 43 4312 4299 585 495 90 386 58 310 130 180 44 121 3714 1741 1973 375 44
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=0 15 7 6 9 5 17 3 17 17 7 5 5 3 7 10 19 0 5 16 10 18 18 7 7 7 2 6 7 7
split_gain=0.00623881 0.0451804 0.0751204 0.0313068 0.0501669 0.0859738 0.0336971 0.0751284 0.0326844 0.0494186 0.063059 0.0311286 0.029002 0.0259171 0.0228467 0.0179996 0.0175537 0.0168022 0.0281024 0.0166827 0.0404436 0.016547 0.0371257 0.0199037 0.0860515 0.0685857 0.0421073 0.150234 0.0260775 0.0404977
threshold=86.09518316945001 34.139075990150012 22.126303133300002 16.405383309150004 184.36538191430003 21.950234501100002 187.14705358135004 93.82450029455002 190.03457182425004 188.27285108100003 22.929105819350003 23.286780469550006 20.556063402800003 93.883646373400012 19.506002767000002 61.944763783650011 14.351157895250003 76.535026057600007 29.110986871100003 22.624947093000003 61.950140699950005 13.063922652800002 13.122774073950001 22.580797808900005 22.276766275150006 22.747724408400003 97.889449657450015 16.455384477450004 22.812602664350003 22.995234593000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -3 -6 7 -5 9 -8 15 -10 -1 -14 17 -11 -9 18 -15 -13 -21 -2 -23 24 -24 26 27 -25 -27 -30
right_child=21 3 -4 6 5 -7 8 16 11 10 -12 19 13 14 -16 -17 -18 -19 -20 20 -22 22 23 25 -26 28 -28 -29 29 -31
leaf_value=-0.10140931427316147 0.0077396206199864441 -0.0030505711304112029 0.095575913331958168 -0.036108058067654519 -0.0035415160750771123 -0.10398379689046376 0.0022074599233286771 0.0049869497020990205 -0.022017680896213719 0.093721606282253817 0.011214566750343012 -0.006501391153061524 0.080493102796598659 -0.10039276466990875 -0.07878732242401032 0.043268872892106805 -0.011424384842647451 0.0618124342745641 0.016638577467727886 0.051761490905949538 -0.00048080562224647256 -0.043302639662758914 -0.016638965392707494 0.10030932906218806 0.089654781666015274 0.020584093610526308 -0.070310980572245635 -0.10413160479430268 -0.020592239791832216 0.00057235644598046924
leaf_weight=0.024762407946635201 2.9661585765056762 0.5799784435366736 0.12393443687694372 0.81734464733358292 0.17901916848495603 0.16263942899885109 2.7570816194186141 1.6397948581833364 0.81322763540083576 0.14033279834256962 0.61261229266528971 1.1324160613935417 0.045305576175451279 0.025941071895788648 0.033372955816383332 0.14253221916510483 1.0816693535002739 0.048067578978589154 0.098152244117009957 0.19652815209337848 0.60241588516691991 0.19693990735686284 0.19402893985517167 0.072622127674803916 0.1253776549426675 0.63077640795745438 0.22250528197537278 0.071170753799378872 0.92491038987213769 40.159319680926345
leaf_count=7 66 17 24 26 18 40 36 39 38 13 9 55 10 106 359 39 71 30 168 58 22 19 208 35 51 23 34 5 54 2953
internal_value=-3.02057e-06 -0.00211113 0.0309144 -0.0033264 -0.0209574 -0.051355 -0.00169098 -0.00952088 0.0026404 0.00883648 0.0292465 -0.00560548 0.00183697 0.0120293 -0.00306214 0.0682991 -0.00153588 0.011617 -0.00782622 0.00130512 0.01237 0.000517815 1.4946e-05 0.000216145 0.0250848 2.73855e-05 -0.0430551 -0.000879375 0.000405692 9.58876e-05
internal_weight=56.8209 11.2571 0.399536 10.8576 0.921637 0.341659 9.93596 3.53881 6.39715 3.65256 0.895477 2.74459 0.275602 0.250839 0.205534 0.282865 2.72146 0.172161 0.124093 1.93136 0.798944 45.5638 42.5977 42.4007 0.319407 42.0813 0.366298 0.143793 41.715 41.0842
internal_count=4633 1185 704 481 75 58 406 136 270 97 61 173 680 673 663 52 110 304 274 135 80 3448 3382 3363 259 3104 74 40 3030 3007
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=7 17 9 9 17 18 9 17 4 7 7 16 15 2 15 17 9 4 9 18 17 17 13 13 8 9 16 15 9 17
split_gain=0.00610074 0.036112 0.177412 0.0849069 0.0818202 0.0729581 0.0926253 0.0607481 0.0516575 0.0213447 0.0178666 0.052144 0.0353454 0.0373132 0.0435059 0.0347137 0.0738749 0.0403779 0.0268106 0.0799076 0.0510503 0.0289035 0.0326995 0.071186 0.0343175 0.0326308 0.0228894 0.0617302 0.02078 0.0200424
threshold=23.109894804950002 191.06791329340004 195.34352961910002 193.49750438550004 190.4716172434 13.344136431100003 190.64005357525002 194.75204781875001 168.18037996940004 23.156313609200001 22.835261448650005 22.574947209950004 43.79812286300001 157.69206214580001 46.674706678850008 188.13858192940003 185.98753508445003 176.39898793990002 195.74493321760002 13.055593598800002 179.03071761140004 186.51219468755002 113.98793627290001 111.38282034450002 5.1459841250500009 184.36538191430003 22.614947116400003 36.776646943950006 69.057662079300016 184.89106522365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 10 -3 7 -7 -4 -2 12 -12 15 -14 -15 18 -17 -18 21 20 -20 22 23 24 28 -23 27 -24 -1 -28
right_child=9 2 8 -5 -6 6 -8 -9 -10 -11 11 -13 13 14 -16 16 17 -19 19 -21 -22 25 26 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00148625765863045 0.015968712204543149 0.0024780175683502608 -0.021078600663221186 0.061197602774607278 0.058092728779356173 -0.06979334891178024 -0.10424147848582058 0.059831160982017566 -0.10233437882665175 0.000255334553311287 0.010243922793755189 -0.027512940488181564 -0.089458722394213722 0.054900172467807401 -0.08434113682070625 9.2590540694939728e-05 0.018155100713012951 0.085865873653105926 -0.010631983674624543 -0.003078827681533565 0.095610076514601308 0.0012525212137487348 0.0062172000561062724 -0.090230793655528857 0.10020165418524073 -0.029680565491203688 -0.0066650934716298354 0.07475301055745015 -0.10031901064244592 0.0071131715993790062
leaf_weight=0.20948646537735793 0.88245673767232702 1.2249165337389052 0.1133326357230543 0.19733565791403851 0.2403475046621687 0.062475028552398615 0.16149114689743982 0.085815405032853675 0.25267119109230407 42.415721175386267 0.64772148857662226 0.84029587956320029 0.088553219881760792 0.057844171999022365 0.03666146388229663 0.72638327935918379 0.15893317910376936 0.19752489461097866 0.062105506062152815 0.57996921168238202 0.16642569899158843 0.62552731941082107 1.1902716517049325 0.12381963521334516 0.031167830806225538 0.74978377926163375 2.6387394630437484 0.14773160777986039 0.023678277634053835 1.7598630110733209
leaf_count=214 34 52 14 19 23 29 19 53 48 3031 20 41 14 8 67 61 15 30 54 12 21 40 336 82 7 22 44 10 195 18
internal_value=-1.49132e-06 -0.00186603 -0.0139149 -0.000547419 0.000370486 -0.00848676 -0.0518429 0.00522012 -0.0771736 0.000575588 -0.000883608 -0.0110777 0.000700707 -0.0428183 0.00088445 0.00154899 0.0183899 0.0556758 -0.000645861 0.0166556 0.0667378 -0.00251094 0.000430759 -0.0276593 0.00165071 -0.0156114 0.0023314 0.0137844 -0.0115229 -0.00115247
internal_weight=56.6991 13.4009 2.09804 1.73203 11.3028 1.5347 0.309782 0.14829 0.366004 43.2982 11.0625 1.48802 9.57447 0.183059 0.0945056 9.39141 1.08284 0.356458 8.30857 0.8085 0.228531 7.50007 6.12476 0.388152 0.264333 1.37531 5.73661 1.338 0.233165 4.3986
internal_count=4633 1568 234 172 1334 153 101 82 62 3065 1311 61 1250 89 75 1161 106 45 1055 87 75 968 906 498 416 62 408 346 409 62
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=15 18 13 9 8 2 10 8 17 17 12 15 15 15 6 0 17 5 6 13 14 17 15 10 18 16 5 4 0 15
split_gain=0.00585466 0.0169341 0.0173332 0.0149984 0.0119936 0.00777295 0.00626786 0.00629661 0.00624619 0.0259315 0.0185291 0.0247758 0.0180547 0.0159881 0.0181132 0.0147018 0.0101566 0.0359238 0.0756349 0.0384206 0.0204703 0.0197489 0.0129773 0.0622235 0.0573132 0.0618231 0.0709469 0.0357367 0.0183934 0.012273
threshold=16.223386011700004 17.267778657600005 95.811270852950017 188.55070358395002 2.4480895352000007 285.01633004880006 90.937096262400004 2.3481675133500004 174.47088669260003 173.77968723070003 66.834523482800009 30.632308446700005 28.444110612900001 25.585355160750002 16.505385645700006 71.144667506050013 179.03071761140004 16.546942136250003 15.345358541850002 114.86706208155002 144.12207640715005 177.73379099395004 20.538897842700003 76.621056717750008 15.771515858900001 14.464966174600002 13.153721664750002 143.58239362595003 100.53758024625002 23.884857921950005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 10 -2 12 13 -12 -15 -16 17 -10 -19 -20 -18 -21 23 -22 -25 26 -26 -24 -27 -29
right_child=8 2 -4 -5 -6 6 7 -9 16 -11 11 -13 -14 14 15 -17 20 18 19 21 22 -23 27 24 25 28 -28 29 -30 -31
leaf_value=-0.019251623788905853 -0.051863764897525505 -0.10006237565069505 0.080338656197625341 -0.10107725448639007 -0.10018699354482419 0.083918515949544747 -0.10004923770276153 0.10008087204086998 0.0014609208629377543 0.075377955778043071 0.0024388287102065954 0.05398939893565452 -0.05303447510631424 0.094668101486194353 0.058495467260557633 -0.10074477692728752 -0.034438536077707679 -0.10293293194357214 0.09504786427135592 -0.075410936046675245 -0.079571955486244905 0.085421708170976163 0.10121498321878555 -0.088881250137524903 0.062236093068243938 0.098118908954291206 -0.10055522706464577 -0.0047172628673329024 0.040716441376488909 0.00043277496924647765
leaf_weight=0.081296527768343618 0.057418296462855234 0.0045667436188239199 0.028785699774743989 0.030921043611861876 0.013054107983535346 0.013544374596904163 0.0046552308439800063 0.002373735886067152 0.54136970375702631 0.052446159388637059 1.2627672235940464 0.10043097098122178 0.056069548847062722 0.040078101126709842 0.012353615211623037 0.01092524715498655 0.17170265287859265 0.11069377661078761 0.039291483884795753 0.035077344644605546 0.057283059691257132 0.0097588180760794785 0.03486490622162719 0.035283096438433859 0.054539079728812112 0.13455313292979554 0.052582249394959035 5.1175617989207742 0.095398866248729064 48.305420751043293
leaf_count=322 20 176 18 44 273 34 108 1 30 27 508 33 35 10 30 50 26 35 20 98 39 6 1 40 125 20 59 362 38 2045
internal_value=-2.03869e-06 -0.0180487 0.0217413 -0.0417983 -0.0224216 0.0179585 0.044156 -0.0324638 5.53124e-05 0.00622906 0.00387419 0.00603278 0.00254822 0.0048983 0.0539181 -0.0162392 -0.000124112 -0.0117906 -0.0486141 0.0228578 3.47658e-05 -0.0404049 0.000144609 0.0174548 0.0323813 0.0450744 -0.0176727 5.48738e-06 0.0743047 -6.0564e-05
internal_weight=56.5671 0.179197 0.0669799 0.112218 0.0381942 0.0251401 0.0205733 0.00702897 56.3879 1.59249 1.54004 1.48262 1.38219 1.32612 0.063357 0.0232789 54.7954 0.736191 0.194821 0.0841276 54.0592 0.0448362 53.8875 0.429639 0.372356 0.337073 0.107121 53.4578 0.229952 53.423
internal_count=4633 976 610 366 592 319 143 109 3657 713 686 666 633 598 90 80 2944 189 159 124 2755 104 2729 321 282 242 184 2408 58 2407
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=12 17 2 15 15 15 17 17 17 5 16 15 15 2 0 5 16 5 6 8 3 3 8 2 3 3 6 9 2 10
split_gain=0.00644732 0.00759963 0.0309271 0.0186537 0.0369588 0.0314563 0.0208061 0.0180383 0.03244 0.0196939 0.0173878 0.0139785 0.0376554 0.0140526 0.0103591 0.0142335 0.0113181 0.00972592 0.0214875 0.00884634 0.0368515 0.0506229 0.00958103 0.0161362 0.0249842 0.00888793 0.0389491 0.0519553 0.0725335 0.0220001
threshold=66.834523482800009 174.47088669260003 56.799426908350007 29.448090887600003 28.826925781250004 36.136500007950012 171.19957438235002 179.03071761140004 177.04629530565003 20.093158056800004 13.634968115500001 18.019770707250004 22.354383166800002 250.17063008210002 91.886121982450007 29.110986871100003 16.024962526700005 30.475484469950004 16.455384477450004 8.8430989333000021 93.394346993650018 92.316275283350009 8.7431769115000026 74.766480717350007 93.776108048150022 93.469623821300004 16.405383309150004 184.36538191430003 108.63443756215001 62.079186690200011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 11 8 -3 -10 -8 -4 13 -13 15 16 -14 -17 -19 22 21 -21 25 -24 -25 -9 27 -27 -29 -28
right_child=1 7 3 5 -6 -7 10 19 9 -11 -12 12 14 -15 -16 17 -18 18 -20 20 -22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=0.020187302418801137 0.10034120886670939 -0.0075670089935771321 0.004926610671094637 0.091127677700497955 -0.10486356280004948 -0.020101773072868853 -0.042514259254484939 0.00046296475547158428 -0.10342347075318514 -0.0086691489340774159 0.071941409164936909 -0.10059074104903785 0.094517104554265222 0.010974408150191744 0.071876308626773536 0.077523098451513284 -0.10027189354149685 0.088572219469483404 -0.1003987336133339 -0.0052071999509096809 0.0038207155761479602 -0.092150039122710636 -0.0042245546979359999 0.024930772700789954 0.0014957871421632267 -0.0049430727092573392 -0.0022076024293078665 -0.010255356946724191 -0.10358472024098593 0.016742183115869943
leaf_weight=0.15773697942790832 0.034591770634734842 0.58427022044031574 1.1232820360044642 0.06181129842710209 0.031820709196381247 0.043191906688662129 0.016248261833254563 40.072285788386495 0.062555193259356656 0.033779570772452416 0.072485704469452017 0.059729233817002014 0.0035470445582177481 0.013921645412892758 0.024630294343751302 0.021297534474570057 0.018756510154048556 0.010973300668410957 0.013322728130006567 0.16705610030839935 0.610129358954282 0.11178071983158588 1.0530749571043991 0.77918094798224036 1.0931513892442124 0.62057149778496423 8.6071258612398687 0.17834473878610879 0.15620994399029797 0.65960452653096346
leaf_count=37 5 174 339 39 9 13 50 2737 42 23 58 206 5 14 12 35 111 5 64 38 69 20 10 34 25 40 319 20 39 41
internal_value=-1.74878e-06 -5.8274e-05 0.00684776 0.00471306 0.00168501 0.0453747 0.00414508 -0.000253599 -0.016432 -0.0701981 0.0509832 0.000921923 -0.0261478 -0.0795025 0.016322 -0.00383078 -0.0692936 0.0281925 -0.01505 -5.00984e-05 -0.00994342 -0.040061 0.000115157 0.0056785 0.0112484 -0.00020844 -0.00284052 -0.0220677 -0.0538326 -0.000858759
internal_weight=56.4965 56.3387 1.54961 1.51502 1.41002 0.105003 1.37819 54.7891 0.680605 0.0963348 0.088734 1.28946 0.166178 0.0736509 0.0925274 0.0678971 0.0223036 0.0455936 0.024296 54.1085 0.888966 0.278837 53.2195 2.92541 1.87233 50.2941 10.2219 0.955126 0.334555 9.26673
internal_count=4633 4596 965 960 908 52 899 3631 239 65 108 791 452 220 232 220 116 104 69 3392 127 58 3265 69 59 3196 459 99 59 360
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=5 3 7 5 19 9 4 18 7 19 2 15 15 9 9 15 7 18 3 9 17 15 3 10 7 17 15 4 5 13
split_gain=0.00604792 0.0153069 0.0167954 0.0227637 0.0118235 0.00838067 0.0068857 0.0359781 0.0166756 0.00655303 0.0168934 0.0234646 0.0411276 0.00736112 0.0345631 0.0829343 0.0384477 0.142716 0.0347533 0.0263451 0.0528862 0.0579127 0.0644957 0.0355857 0.0537361 0.0286523 0.161187 0.0877094 0.0723696 0.0702254
threshold=11.926356180100003 75.790323155500019 22.673598830200003 9.742971831900002 13.051052998800001 21.030606243000005 141.79569928155004 13.063922652800002 21.115414688150004 14.651182102100002 241.49325970385004 36.548474543700003 41.831907381600011 201.65416293750005 203.09362050815002 36.136500007950012 24.314922763450003 15.835505265150003 81.80440399325002 199.17419511990002 192.19686994285004 22.151858238250004 93.571785230250015 62.186725015400008 24.209421447000004 198.26219854015002 35.293770423450006 205.83748347565003 20.872540794500004 101.66942111915002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 8 -2 13 11 -11 -13 19 15 16 -15 18 -18 25 21 -21 -23 -22 -25 -8 27 -27 -28 -29
right_child=6 2 -4 -5 -6 -7 9 -9 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 20 23 22 -24 24 -26 26 28 29 -30 -31
leaf_value=-0.10010465387418077 0.022276772231669902 -0.03912868824380597 -0.10029292307355156 -0.10054653550264732 0.079014472037741645 0.011258890265137725 -0.0018076016541014595 0.073647750907039691 -0.055921959935268453 0.0032987053385354712 -0.0075390200633230868 0.069547883597375612 -0.0042283979773442516 0.015748984513542622 -0.00032539493754042963 -0.051846349516385608 -0.028306683181255649 0.010633592010345194 -0.10534992183074728 -0.00071573766170604438 -0.0082694864823975069 0.040734552825926584 0.0077311250387006279 0.02755054586123545 -0.002838963170793506 0.0032692251962115415 0.091546706395921343 0.037312044891603162 0.018816725137516335 -0.10192376107906394
leaf_weight=0.0071402628151834282 0.054367951044695384 0.013669601978421042 0.036613269192685038 0.019304422153481937 0.022273550172030809 0.12609319992434109 24.888624857591569 0.073290809756144881 0.054712678844225593 0.58121653599664458 0.52269478747621179 0.17372406969661824 0.13372495727162459 0.62897236241406307 16.547324842546445 0.45399833377314269 0.089512800891952793 0.57882410319848532 0.16926742359646596 1.5997476981065104 3.1047164730262011 1.1615292824983501 1.2078742061275987 0.88752967119216952 1.6894715231828739 0.8429496785079198 0.27982132582110342 0.047089444056545915 0.26770142159623589 0.15698385557460881
leaf_count=141 31 34 176 32 16 834 1688 8 10 14 10 27 22 19 1099 39 15 22 38 22 42 36 12 18 50 53 10 37 35 43
internal_value=-3.58235e-06 -0.0163624 -0.0477677 -0.0129586 0.0340832 0.00529068 6.19438e-05 0.0194614 -0.0169462 -1.21819e-06 0.00672639 0.015117 0.0374589 -0.000175114 -0.00179923 -0.0144975 -0.00293572 -0.0169664 -0.0787005 0.000654963 0.00512791 0.0139848 0.0239101 -0.00105933 0.00762731 -0.000975047 0.01202 -0.0109717 0.0559867 -0.0697954
internal_weight=56.4208 0.225094 0.0918608 0.0552476 0.0359432 0.133233 56.1957 0.182371 0.109081 56.0133 1.41136 0.888666 0.307449 54.6019 18.4679 1.92058 1.46658 0.837604 0.25878 36.134 9.65087 3.96915 2.3694 5.68172 2.577 26.4832 1.59455 1.04702 0.547523 0.204073
internal_count=4633 1233 258 82 50 975 3400 49 41 3351 73 63 49 3278 1232 133 94 75 53 2046 180 70 48 110 68 1866 178 133 45 80
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=14 4 8 8 6 3 19 9 16 10 19 3 16 16 7 19 7 13 9 19 10 18 6 10 10 18 6 16 16 10
split_gain=0.00621314 0.0494818 0.0335124 0.00770974 0.021123 0.0476768 0.0250891 0.0309414 0.00674453 0.0275169 0.0663 0.0175972 0.026724 0.0368642 0.0162562 0.0128472 0.0139671 0.00918497 0.0172398 0.0532543 0.0165671 0.0291553 0.0561929 0.027578 0.0168703 0.0352072 0.0328447 0.0545796 0.13519 0.0247974
threshold=144.12207640715005 141.79569928155004 8.543332867800002 8.9430209551500024 18.195425133200001 92.316275283350009 14.551174033150001 224.20824026050005 22.704946905950003 61.821094709650005 13.851117550450002 95.002044955650021 22.834946602000002 22.724946859200003 19.164717746300003 13.351077205700003 18.591804718950005 117.67112391160002 203.80256579455002 14.551174033150001 61.928633034850002 12.783127173500002 16.555386813950005 61.93938686740001 61.987779113750001 12.854871756700001 16.455384477450004 22.664946999500003 22.584947186600004 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 7 -6 9 10 14 12 13 -10 15 16 -2 20 19 -19 -11 22 -22 -23 26 -26 -25 28 29 -28
right_child=3 -3 -4 4 6 -7 -8 -9 11 17 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.061500421721513099 -0.10060687894904843 -0.073618286484936471 -0.02110452222144793 0.004429232858311356 -0.086665838359020211 -0.10107367990325106 0.069868729679842187 0.057477318006194503 0.0052658297718171923 -0.016420980765350174 -0.10332666311312555 -0.0037398395003549116 0.0018987979554250533 0.067892755965241358 -0.10044514800856899 0.053660047881633567 0.019675926094506926 0.040878416261875598 5.6597195136289614e-05 -0.0043946781806765874 0.084447017636870084 0.035805035629977708 -0.10195752625343997 0.0020499902190748241 -0.057612800220054841 0.00039269750150700477 0.10181528796550916 -0.0073870776342978457 -0.081828159965100358 -0.00034875928020980943
leaf_weight=0.084885043135740967 0.013734921400551658 0.095725822536678606 0.11654083742178045 0.10783958702188456 0.034990283056970384 0.071055753564735369 0.050767691265718895 0.025926269474439323 0.18930628662928828 0.62421443509742758 0.086312444176229519 0.91971937350172084 0.56050224334467202 0.18667247903067619 0.011670038752394696 0.061700919333020465 0.032489779754541814 0.46875783340237764 2.0660095068160444 0.58291750395437703 0.090867556855299791 0.21251044013479159 0.019673577247573348 2.1671419299493655 0.1048808568581866 45.38171580200008 0.051478423178195842 1.5549686627859953 0.30115727017255267 0.044120001363808115
leaf_count=20 108 18 34 30 37 39 26 13 23 24 75 29 8 26 123 68 33 31 23 16 90 13 34 23 15 3519 1 18 49 67
internal_value=-2.69106e-06 -0.0144244 0.0137069 7.38032e-05 -0.0161726 -0.0374757 0.0179505 -0.0253181 0.000158509 -4.5681e-05 -0.0365321 0.00608514 0.0157343 0.0363599 0.0116736 0.0237971 -0.0160642 9.43004e-05 0.00536208 0.0157847 -0.000230574 -2.81587e-05 0.0512716 -0.000141988 -0.000295985 0.000258951 -0.00642441 -0.0158342 -0.04894 0.0546652
internal_weight=56.3203 0.297152 0.201426 56.0231 0.29058 0.178895 0.111684 0.0609166 55.7325 53.8763 0.205908 1.8562 0.936481 0.375979 0.119596 0.107926 0.0462247 53.6704 3.11768 1.05168 50.5527 49.9285 0.110541 49.818 49.6055 45.4866 4.11887 1.95172 0.396756 0.0955984
internal_count=4633 72 54 4561 145 69 76 50 4416 4330 407 86 57 49 332 209 141 3923 70 47 3853 3829 124 3705 3692 3534 158 135 117 68
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=17 3 17 15 12 10 17 16 9 6 2 4 16 0 16 17 9 9 9 9 9 0 12 6 5 17 0 14 0 19
split_gain=0.00609396 0.0216048 0.055724 0.0253646 0.0373647 0.0844412 0.0186399 0.0459418 0.0866682 0.0568194 0.0519878 0.0460852 0.0368051 0.146432 0.0304049 0.0298813 0.154833 0.113172 0.0298069 0.0166656 0.0272849 0.0601603 0.197539 0.0729741 0.180455 0.0433813 0.0400618 0.0541235 0.0335499 0.0344357
threshold=202.18556316275001 79.086372823400012 236.15709471040003 24.140213186200004 199.81321265885003 76.871083323950003 198.39433209390003 22.624947093000003 196.40176798710004 16.265380038000004 219.56639384385002 196.82258699960002 21.004950881300005 93.910530954700008 22.564947233300003 197.75665858550005 195.46053662500003 204.89606367675003 214.18224820805003 205.22231928645002 199.17419511990002 86.780739992750014 179.47323713510005 15.885371159150003 17.352342178450005 193.29780372785004 97.491557184450016 195.37489133290003 96.870523356300012 13.851117550450002
decision_type=2 2 2 2 2 2 2 2 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 15 8 10 -9 11 -8 13 -10 -14 19 -17 -18 -19 20 -1 25 26 24 -24 -22 27 28 29 -23
right_child=1 3 -4 -5 -6 -7 7 9 12 -11 -12 -13 14 -15 -16 16 17 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094436255306497958 -0.091371025329855568 -0.10099109093946156 0.041277743582516263 -0.0030062177600463282 0.068604614485054644 0.080907151213570283 0.00041057900909905988 0.078079870825460085 0.069906831999246286 -0.0062248918878225973 0.047668958533326033 -0.092435381548808149 -0.013780706059361611 0.0050181883083659715 0.0068799483467199239 0.09129692552609775 -0.092325982566403245 -0.018236377830045808 0.10036177636367215 -0.0044802488217082033 0.0024181730145856153 -0.024152557149561583 0.093582776659205738 0.099151726183452013 -0.049984946877995401 -0.020478490967735144 -0.0068856546642351388 0.032133372872562231 0.015844236278042167 0.0095865777764656632
leaf_weight=25.043126206758433 0.085450408155142266 0.052995959917552571 0.050317521673321153 6.9896004955562603 0.12175778586705732 0.049226915244616976 0.075055349775538072 0.18668808772054024 0.40699649033922503 0.1398202343043522 0.047850334666534877 0.18581185842629111 1.2034916752891152 2.3901070682499608 1.7451688336805089 0.087658307646278355 0.24715373068465851 0.042020477936603129 0.04275153813068755 7.1782114387197344 2.9664815966998503 0.63000178498623494 0.20610422037861997 0.30497221439145505 0.15220275005594885 1.1475962444792456 1.7863998585230421 0.93114611846976902 1.1591726243495939 0.58194623107556254
leaf_count=2304 372 25 146 401 47 22 13 15 30 31 65 73 23 106 23 27 32 37 6 479 59 95 24 10 31 24 73 27 6 7
internal_value=-3.74156e-06 -0.00268855 -0.0422095 -0.00194472 0.0311805 -0.0133953 0.000399868 0.00543959 0.00346912 0.0419782 -0.0481469 -0.0657222 0.00624243 0.0144599 -0.00155267 -0.000356677 -0.0269111 -0.0581286 0.0415741 -9.19469e-05 0.0008104 0.00526455 0.0118686 0.0631988 0.0325976 -0.00396871 0.00517803 0.011704 0.00368135 -0.00795189
internal_weight=56.2373 7.34935 0.135768 7.21358 0.223981 0.102223 48.8879 6.38099 6.05448 0.326508 0.308718 0.260867 5.74576 2.7971 2.94866 42.5069 0.419584 0.331926 0.084772 42.0874 34.9091 9.86602 5.75195 0.663279 0.358307 4.11408 5.08867 3.30227 2.37112 1.21195
internal_count=4633 1013 518 495 94 47 3620 379 333 46 151 86 182 136 46 3241 102 75 43 3139 2660 356 273 65 55 83 208 135 108 102
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=12 2 7 12 17 7 17 9 8 15 7 7 9 7 15 16 2 19 16 16 19 9 14 2 12 0 7 17 6 6
split_gain=0.00585213 0.0750299 0.113345 0.0243539 0.0401664 0.0769393 0.0178191 0.0597944 0.0272131 0.0296083 0.0162261 0.0790797 0.0487991 0.0240167 0.0263013 0.0157242 0.0162263 0.0136717 0.0257968 0.0179117 0.0206331 0.0130432 0.0638936 0.0342591 0.103807 0.0445468 0.0297995 0.058649 0.168661 0.0275731
threshold=147.73915704645003 129.01927736685002 22.791048179400004 144.66294237600002 204.73764675200002 24.775165158000004 181.57898176000003 66.544071737050004 9.5425530862500008 23.757825964000002 22.502236473750006 22.172877373800002 185.62570708695003 20.797746106000002 22.248428019100004 12.644970430600003 206.22726210890002 13.351077205700003 16.024962526700005 11.949972055800002 10.650859343850001 189.68479361675003 234.45909168080001 182.22337690155004 183.01001782225003 87.345316200150009 23.109894804950002 190.03457182425004 16.545386580300001 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 17 9 15 11 12 13 -8 -15 -9 -17 18 19 20 -3 22 -12 24 -24 -25 27 -23 -29 -28
right_child=1 6 -4 4 -6 -7 10 8 -10 -11 21 -13 -14 14 -16 16 -18 -19 -20 -21 -22 26 23 25 -26 -27 29 28 -30 -31
leaf_value=0.00054179768333520548 0.013471252567008577 0.029504018067055483 -0.095934594443818078 0.00092627293376199937 -5.1077991806794447e-05 0.096699012996722983 0.072581305013248554 -0.077696656536289307 0.04476294340048597 -0.10216392175733902 0.10074855223192535 -0.10293173782248184 0.095140351916951804 0.020629836788279746 -0.10055229505134403 0.053459867162825747 -0.057620959301967561 0.068236489384822463 -0.083786948728474503 0.05668388152693038 -0.10040312573885329 -4.2007232582664004e-05 0.00044329209000271022 -0.10179792608076468 0.075409462869181307 -0.002930165679583146 0.0016633447094040145 -0.086376729285805379 0.0019690354663417864 -0.010589852550017535
leaf_weight=25.084060878023276 0.17699566054398275 0.03179409287546886 0.20364514905941178 0.18443397741543677 0.50457975326582982 0.15385483010868484 0.019869910936509139 0.034582665117028455 0.023976676560778287 0.11203526570920985 0.071204143810976617 0.085398373965290375 0.052696174678203533 0.030212349864498833 0.043984957163047511 0.032482073010619672 0.022096085352656614 0.044701887956762221 0.026754222062663757 0.072148343835578999 0.019865694875079498 1.8620771581512969 1.6704449053871147 0.066049279729774812 0.20767578395475528 0.14700200309246725 22.201386597054128 0.34376153634442363 0.58186531602916602 2.0020961149875793
leaf_count=1697 13 146 28 48 6 19 25 97 11 98 11 52 10 33 62 53 27 37 39 33 36 67 143 30 82 472 1110 48 13 87
internal_value=1.67456e-06 -0.000944757 -0.0450615 0.00110361 0.0178233 0.044484 -0.000381362 -0.0208226 -0.0559409 -0.0679418 -8.88982e-05 -0.0264212 0.0180985 -0.02506 -0.0512082 -0.02494 0.00848855 0.0196747 0.00525675 0.0244986 -0.0204516 0.000120797 0.00759373 0.00442182 0.00873278 -0.0335807 -0.000477891 -0.0102685 -0.030841 0.000649768
internal_weight=56.1137 30.1868 0.380641 25.9269 0.842869 0.338289 29.8062 0.420437 0.225173 0.201196 29.3857 0.232162 0.146763 0.0940672 0.0741973 0.0891608 0.0545782 0.195264 0.150562 0.123808 0.0516598 29.1536 2.16238 2.09117 1.87812 0.213051 26.9912 2.7877 0.925627 24.2035
internal_count=4633 2863 41 1770 73 67 2822 577 286 275 2245 182 130 120 95 177 80 291 254 215 182 2063 738 727 225 502 1325 128 61 1197
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=17 17 15 18 4 15 6 2 4 3 15 7 9 7 7 7 15 7 18 7 7 15 15 2 0 13 0 15 8 6
split_gain=0.00598142 0.07668 0.223315 0.0413128 0.0216413 0.0448288 0.0193488 0.0188416 0.0169654 0.0567916 0.0151085 0.0131858 0.0951555 0.0357076 0.0262283 0.0310779 0.017584 0.0132183 0.0319498 0.0678692 0.0639847 0.0608493 0.0836658 0.041305 0.0384975 0.0698139 0.0254256 0.0194093 0.0161182 0.0109565
threshold=182.37451917730002 183.58889821140002 21.881081380950004 12.880535946600002 258.0058769042501 25.852338405700003 16.545386580300001 59.078594408600004 143.58239362595003 87.399085362750014 30.108785229950005 22.172877373800002 185.00606802455005 21.946499523750003 21.833224794850004 20.797746106000002 22.248428019100004 22.398098708400003 13.037923179150001 22.580797808900005 22.747724408400003 40.42701969085001 34.969820938750011 105.39281967610002 85.732241321850012 117.67650082785001 85.866664228400012 32.99104187950001 8.6432548896500023 16.555386813950005
decision_type=2 2 2 2 2 2 2 2 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 -3 9 -1 -11 12 13 14 15 -9 -17 29 26 23 21 22 27 -20 25 28 -19 -21 -22 -13
right_child=1 7 3 -5 5 6 -8 11 -10 10 -12 17 -14 -15 -16 16 -18 18 19 20 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.10085416050983398 0.010267992955036505 -0.016071288389514035 -0.037254490719929576 -0.10869067175861935 0.0032797905995682174 -0.10234450787111207 -0.013708319768441005 0.074742981763870259 0.003115733481642729 -0.049452838991937212 0.021367049121167173 -0.017669200474312887 0.088968561132692012 -0.093007819280240073 0.097694004574302329 0.026348904368510458 -0.10049969832351763 0.025504433245569298 0.093899601823345558 0.058886341375971422 -0.10115124203878639 0.024727017776068137 -0.081927567091433937 0.0090185376405791211 0.00033501929336502974 0.037922963091049866 0.0044690370753020922 -0.020024572887484039 -0.019729167547952627 -0.0017483998771650766
leaf_weight=0.075796965509642322 0.59752754163446198 0.70345462043951457 0.11552952951751649 0.27051805859787237 0.23415495704225442 0.075857009876926895 0.036468167856753553 0.023114221357828479 6.4565080384064029 0.05303991988330381 0.069722524858661927 0.72011330018287267 0.12052009840772371 0.056247921695103287 0.024004062751828315 0.015331990289752184 0.038046406318471782 0.85511310801245999 0.12230973993427952 0.056625224301113941 0.10992024927879995 0.13351211837448318 0.29458862612955272 0.10791048125406633 41.608258288219133 0.071897479832841782 1.7516604039556112 0.069337288849055767 0.031217571789056819 1.0813555148997691
leaf_count=5 47 63 19 48 390 30 35 25 868 21 27 58 18 37 7 21 43 47 14 20 77 21 28 37 2496 36 28 24 20 23
internal_value=-1.34359e-06 -0.000392169 -0.0280318 -0.0873125 0.00273261 -0.0216332 -0.0735673 0.000174263 0.00400116 0.0327923 -0.00923092 0.000415915 0.0221594 -0.0292099 0.0064978 -0.0221204 -0.0640647 0.000287683 0.000622386 -3.51567e-05 -0.00032934 -0.0340892 -0.0527615 0.0541135 0.000117922 -0.0422836 0.0113694 0.0154491 -0.0831419 -0.00811253
internal_weight=55.9797 48.9781 0.983575 0.386048 7.00155 0.34648 0.112325 47.9945 6.65507 0.198559 0.122762 47.2911 0.277265 0.156745 0.100497 0.0764926 0.0533784 47.0138 45.2124 42.6056 42.3754 0.554063 0.420551 0.23022 41.8213 0.213035 2.60677 0.125963 0.141138 1.80147
internal_count=4633 3257 114 67 1376 455 65 3143 921 53 48 3080 151 133 96 89 64 2929 2848 2773 2722 93 72 51 2629 133 75 44 97 81
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=14 4 13 15 8 4 9 15 12 19 5 2 7 7 4 6 17 13 13 6 18 10 10 18 3 12 18 7 15 9
split_gain=0.00585475 0.0405202 0.0271767 0.0085316 0.00729632 0.0186752 0.0400554 0.0190803 0.00609388 0.0177705 0.0293972 0.0215409 0.0178077 0.0165952 0.0121412 0.0165595 0.010237 0.00660864 0.0118495 0.0110454 0.0125022 0.0143268 0.013145 0.0113838 0.0100806 0.0114687 0.00947033 0.00796735 0.0084264 0.00739867
threshold=144.12207640715005 141.79569928155004 110.07622969305001 30.108785229950005 8.9430209551500024 168.18037996940004 226.58992707320002 43.376643616500012 322.74414298955008 14.351157895250003 22.382820633700003 355.90084126225003 24.123805364200006 24.624882230600004 452.09377963885009 15.945372561050002 208.00356650210003 97.873318238950006 96.607054459550014 13.185308072600002 16.161386252450004 70.311245485600026 89.541786492700012 19.345059715200005 74.744512942750021 247.65401887280004 18.486194703750005 21.350715310200005 21.288946184100002 27.033907557900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 7 -7 17 10 13 12 -11 -10 15 -15 -14 18 19 20 21 -2 23 -22 -20 -26 29 -23 -29 -24
right_child=4 -3 3 -5 5 6 -8 -9 9 11 -12 -13 16 14 -16 -17 -18 -19 24 -21 22 27 26 -25 25 -27 -28 28 -30 -31
leaf_value=0.066530854579703022 -0.10027192816192038 -0.069457186959283282 -0.041782083297433263 0.0093499159813005949 0.029379189500379949 -0.094406537529495752 0.021542732313323449 -0.0088285420930900773 0.045641586082212429 0.087471197654614322 -0.087121117623320671 -0.045984995765359818 -0.060204717405110734 -0.083008236419659681 0.032980000067952341 0.077173871015463039 0.042215549885318143 0.00030099243634670674 0.057557147133250212 0.055363689627511863 -0.10013813403934187 0.084547229139527558 -0.10010517390847269 0.072036471916990544 -0.10038790616879481 0.014555558240891962 -0.1000373901018014 0.0268460708231694 -0.062579017386008531 0.057967222167196387
leaf_weight=0.061376444413332787 0.010376385047371595 0.090704084071717261 0.060191604228748474 0.071270493746851571 0.067747506507784716 0.084060749527878897 0.085065331787973264 0.037754576249426464 0.043140915535561208 0.044290468293183949 0.065995125652261954 0.039024968229149692 0.018112989302608185 0.043155775940505237 0.019977317926333171 0.0075887499260716132 0.02115896074246848 54.740730171121932 0.0067215949966339386 0.026630625125537932 0.03689635726391316 0.01737573700665962 0.0034751542072797284 0.004286273202069423 0.036686649195871723 0.011371102030125257 0.0067210993699546853 0.050423341474186145 0.013320857672624697 0.020014382614160553
leaf_count=8 32 18 17 29 30 69 28 18 76 14 112 32 26 180 126 4 19 2665 5 50 222 12 55 7 134 10 298 144 39 154
internal_value=-4.01868e-06 -0.0143371 0.0115893 -0.0140615 6.91254e-05 -0.0161902 -0.0311129 -0.0678831 0.00014989 -0.0140058 -0.0340176 0.015355 0.0440017 -0.00323863 -0.033056 -0.0590533 -0.00502267 0.000227754 -0.016183 -0.00434247 -0.0141038 0.0103684 -0.0454669 -0.0822183 -0.0571476 -0.0731908 0.00463201 0.0245209 0.00815858 0.0345812
internal_weight=55.8456 0.283543 0.192839 0.131462 55.5621 0.274628 0.206881 0.121815 55.2875 0.302445 0.179858 0.122587 0.0835624 0.113863 0.0707218 0.0507445 0.039272 54.985 0.2443 0.18952 0.16289 0.0914963 0.0713933 0.0411826 0.0547793 0.0480578 0.0302106 0.0811199 0.0637442 0.0234895
internal_count=4633 72 54 46 4561 145 115 87 4416 589 498 91 59 386 310 184 45 3827 1162 1013 963 227 736 229 149 144 507 195 183 209
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=17 3 17 15 12 10 17 6 7 17 15 7 16 7 17 9 9 9 6 7 16 8 9 5 0 13 6 18 16 6
split_gain=0.0051876 0.0186832 0.0495248 0.0219198 0.0316439 0.0749432 0.0154923 0.028813 0.05874 0.1436 0.0502032 0.0388167 0.069319 0.0356533 0.0246293 0.1354 0.0956999 0.0288435 0.0214642 0.0331132 0.0141804 0.0154476 0.0377935 0.0814943 0.017389 0.0516029 0.0778659 0.0235958 0.0197184 0.0187281
threshold=202.18556316275001 79.086372823400012 236.15709471040003 24.140213186200004 199.81321265885003 76.871083323950003 198.39433209390003 16.405383309150004 24.374195395050005 199.73283952805005 37.882159664350006 24.930088150450004 22.594947163200004 24.624882230600004 197.75665858550005 195.46053662500003 204.89606367675003 214.18224820805003 13.115306437050002 25.554696898500001 18.684956306450005 7.943800736700001 201.81004550795004 20.315138807500002 90.767723400200012 117.22752832010001 15.745367888000002 15.502113896900001 18.734956189500004 16.375382608200002
decision_type=2 2 2 2 2 2 2 2 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 14 8 9 -8 -9 12 13 -10 -1 -16 -17 -18 -13 -20 -5 -22 23 -23 25 26 -24 28 -26 -28
right_child=1 3 -4 20 -6 -7 7 10 11 -11 -12 18 -14 -15 15 16 17 -19 19 -21 21 22 24 -25 27 -27 29 -29 -30 -31
leaf_value=-8.9737125780021582e-05 -0.089960687445013912 -0.10090117237905878 0.038777771221597965 -0.017254206220572776 0.06493727511207488 0.07777438433782935 0.084234961471237713 -0.025746089566425698 -0.021701953302033727 0.0062444817336294286 0.0072200866060249183 -0.0081870922112409258 0.0026563192694702971 -0.1017013693792803 0.089992318691770767 -0.088649243839119762 -0.020575226952045833 0.10030664604960803 0.030217612371823601 0.0030476622792138287 0.0089602193735096678 -0.087912213802888495 -0.032071203761461928 0.010073702722457223 -0.00097945542043460245 -0.0025890975164842328 0.097926471407309743 0.0010057197679494412 -0.02669369401298027 0.042434598935431028
leaf_weight=41.778749331130982 0.077935121181044731 0.047790572887606575 0.048463519711958725 0.61663773041482262 0.11606459480033138 0.046137708020978607 0.3334695876465037 0.73422289651352901 0.10537023850884031 0.80844061050201788 1.2457095211575504 0.57839511218162476 0.51644279703032225 0.11820302653723047 0.080495192395800497 0.22759737128217239 0.039974975370569155 0.038993395470242831 0.74469038535607968 1.1280274866933266 1.1789575658476676 0.15993224093108427 0.10198040716932144 0.1808700371238956 0.49678274989128135 1.1783317212757536 0.12998329458059743 2.0763710492683458 0.74606066758133238 0.11429801111808047
leaf_count=3139 372 25 146 97 47 22 27 25 14 58 39 109 6 46 27 32 37 6 26 29 33 21 28 34 2 64 29 21 51 21
internal_value=-5.25699e-06 -0.00248728 -0.0406 -0.00181728 0.0300159 -0.0131355 0.000369339 0.00498937 0.00955611 0.0290199 -0.00500484 0.00259122 -0.0174811 -0.0639976 -0.000322363 -0.0254316 -0.0557386 0.0391144 0.00865127 0.0138519 -0.00277495 -0.0013719 -0.00372137 -0.0359093 -0.00145668 0.00738397 0.0413224 -0.0055174 -0.0164153 0.0719621
internal_weight=55.7954 7.3166 0.126399 7.1902 0.209993 0.0939283 48.4788 6.31297 4.33304 1.14191 1.97993 3.19113 0.740016 0.223573 42.1658 0.387061 0.306566 0.0789684 2.45111 1.87272 6.98021 6.36357 5.18461 0.340802 4.84381 1.52459 0.346262 3.31921 1.24284 0.244281
internal_count=4633 1013 518 495 94 47 3620 379 315 85 64 230 66 60 3241 102 75 43 164 55 401 304 271 55 216 142 78 74 53 50
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=19 2 2 4 6 8 3 16 6 17 2 3 7 16 17 8 5 8 6 16 16 16 17 0 2 10 19 10 6 16
split_gain=0.00622529 0.0133891 0.0229378 0.00664589 0.0252102 0.06637 0.0729465 0.0344215 0.0434875 0.170148 0.026734 0.0645566 0.0204292 0.0806663 0.0476128 0.0684723 0.0312823 0.0531489 0.0485002 0.040918 0.0272096 0.0249747 0.0201315 0.129847 0.0795515 0.0491727 0.0774284 0.0773402 0.0963875 0.0907839
threshold=14.651182102100002 241.49325970385004 144.94098043750003 240.27283890470002 16.535386346650004 8.3434888241000014 93.82450029455002 22.644947046300004 15.155354102400002 193.09202135800004 200.24623605120004 92.316275283350009 23.080728504150006 22.634947069650003 191.06791329340004 8.1436447804000007 23.605484525250002 8.543332867800002 13.855323727400002 19.304954856600002 15.184964490950003 17.464959159300005 201.00900942685004 89.057864029250013 285.01633004880006 63.452988794850008 14.451165964200003 66.859265246100009 14.605341251450001 19.224955043700003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 12 -9 -10 -11 -12 13 14 16 21 17 18 20 -18 -5 -16 -14 24 -24 -25 27 -27 29 -29
right_child=1 -3 -4 4 5 -7 -8 8 9 10 11 -13 22 -15 15 -17 19 -19 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.00077927129228291011 0.0038546438152123582 -0.0060587863404240111 0.039609897499927535 0.023895995081628821 -0.10436459279999277 -0.0057575121440249857 0.013086955427487758 -0.016740716951628255 0.0039527678759151523 0.1005824992056327 0.10030904217384194 -0.015294523931200503 0.00068039275957314856 -0.10514866232335476 -0.045080467313761786 -0.10190440527042587 0.011363120978242061 -0.0066398476922023171 0.084730151278156252 -0.10129301615285341 -0.088724142362884922 0.084131103811947577 -0.10281371074791797 0.074505242295794361 0.014648326762184045 0.087795055413296352 -0.098571137742908432 -0.0048758891558403714 -0.10161262594134142 0.0850916788812702
leaf_weight=31.170755071813158 0.622857457223289 0.52397509315051138 0.25201598242347245 0.091725394524881376 0.14722997436183449 2.2520653577508938 0.082516083045760524 0.54273317047045511 2.3270525062914662 0.20015003302250978 0.10795836651232094 0.087422856246121228 12.976315506227754 0.08895407593308835 0.026079205291580254 0.1150917317076221 0.060793864822244248 1.0757439411245284 0.13667942468811134 0.068645316451352301 0.028002373117942625 0.035081008696579374 0.21603639727875235 0.083064374048263168 0.078646965813618408 0.095455113565550032 0.083109317358321166 1.8887698612130357 0.096967774477889068 0.11924055792042043
leaf_count=1971 33 10 37 108 10 82 121 21 80 13 28 18 986 12 46 29 63 8 28 44 44 10 52 16 39 22 20 633 38 11
internal_value=-3.76001e-06 0.00658296 0.0141543 -0.000173499 -0.00145851 -0.0109807 -0.0621804 -0.000312966 0.0091067 0.0142592 0.074896 0.0485825 -0.0020843 -0.0124062 -0.00736922 -0.0564681 -0.00144843 0.00311187 0.0440247 -0.0483817 -0.00244402 0.0290343 -0.000944494 -0.00886736 -0.0714647 -0.00107291 -0.00382209 -0.00024346 -0.00423577 0.000466605
internal_weight=55.6811 1.39885 0.874873 54.2823 23.1115 2.48181 0.229746 20.6297 3.26532 2.72258 0.395531 0.195381 17.3644 1.7268 1.63784 0.176252 1.46159 1.33215 0.256407 0.129439 0.119728 0.0611602 15.6376 2.66129 0.294683 2.36661 2.28354 2.20043 2.10498 2.00801
internal_count=4633 80 70 4553 2582 213 131 2369 160 139 59 46 2209 392 380 85 295 188 180 107 152 56 1817 831 91 740 724 704 682 644
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=15 19 19 18 13 6 8 5 18 15 10 0 5 3 2 7 2 13 17 8 4 13 19 16 18 10 3 15 18 19
split_gain=0.00532403 0.0141467 0.00887224 0.0153992 0.0179211 0.0111005 0.00930991 0.00703697 0.0058204 0.027441 0.051408 0.0444461 0.0455921 0.016429 0.0573283 0.0316246 0.0177108 0.0152584 0.0468156 0.0948911 0.0976489 0.0437212 0.112508 0.0178862 0.28508 0.0471547 0.0811894 0.0890341 0.0465383 0.0303359
threshold=16.223386011700004 12.050972309250001 11.750948102400001 17.327266398450003 95.811270852950017 4.3351012889500007 2.7478556007500008 20.608876568850004 15.917243450850002 20.538897842700003 76.621056717750008 101.80384402570002 13.153721664750002 77.709882260600011 199.01127796720002 26.500844050900003 208.96971526550001 103.89008753490002 183.44170283300005 7.5441126493500006 296.43037955425007 104.19926021995002 12.350996516100002 18.634956423400002 14.937945183950001 71.053259929650025 84.812788641250009 28.826925781250004 13.781134552700001 12.651020723000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 -1 17 10 -10 -12 -13 -11 15 -15 -16 18 -2 -20 -21 22 -19 24 25 26 -23 28 -28 -27
right_child=8 -3 -4 4 -6 -7 -8 -9 9 13 11 12 -14 14 16 -17 -18 21 19 20 -22 23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.035999315466052492 0.00074091321347016965 -0.088215871378411539 0.061697117639069703 0.024645981058024836 0.092964842404941683 -0.10016332522331528 -0.10038804100096528 0.082428887659335939 -0.10110802187851942 0.0034977958735296836 0.0745339891714768 0.044106808364818652 -0.087229287313435752 -0.10079046031373207 0.086615578211024224 0.010924523359676686 -0.0025268801667158794 -0.010361810435276918 -0.002638277931694198 -0.10257796243983386 0.033131842194622417 0.10076993664447678 0.055522355462866359 0.00043999857820061226 -0.097732356253892025 0.0033890487260038469 -0.011331788013344205 -0.072111049655093393 0.093562081577235626 -0.014916083232163816
leaf_weight=0.039699688544450606 2.2116927838114289 0.024449659749653518 0.017123306290216078 0.017745604000054982 0.022445864684414119 0.011907882909289569 0.021912501799404183 0.0057432069443166247 0.026612292887875255 2.1698708727488456 0.18222680576218409 0.070132214069204224 0.042418058040084361 0.089995139036545768 0.038311346434056759 0.035270866035716608 0.053289385301695802 0.55298897996544727 0.57253871249895372 0.23423342956084525 0.068533816702256445 0.12334254829511238 0.487853251863271 43.751185079670634 0.31638145067000767 2.7212220929524449 0.076459148506074825 0.099902785814720119 0.094666098080779193 1.3567083707368963
leaf_count=165 246 73 56 318 13 238 110 3 6 167 51 147 54 55 5 15 50 5 234 66 22 8 39 1715 123 35 410 51 12 141
internal_value=-5.26252e-06 -0.0181621 -0.00562132 -0.0152711 0.0255531 -0.0254734 -0.0468486 -0.021032 4.75358e-05 0.00456874 0.0320004 0.0440173 -0.00539127 0.000874891 -0.0253687 -0.0693351 0.0347563 -0.00018494 -0.00700628 -0.0265816 -0.0718589 0.000239771 0.0205188 -0.000195073 -0.00599732 0.00049224 0.0335113 0.00290244 0.0466953 -0.00270098
internal_weight=55.5369 0.161028 0.136578 0.119455 0.0520994 0.0296535 0.0673554 0.0454429 55.3758 2.70813 0.321389 0.294777 0.11255 2.38674 0.216867 0.125266 0.0916007 52.6677 3.087 0.875306 0.302767 49.5807 1.04084 48.5399 4.78868 4.4723 0.394371 0.271028 0.171125 4.07793
internal_count=4633 976 903 847 569 556 278 168 3657 550 258 252 201 292 125 70 55 3107 568 322 88 2539 44 2495 780 657 481 473 422 176
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=5 3 7 9 19 9 19 9 2 0 6 12 9 6 5 10 4 8 10 5 7 2 0 2 6 10 4 13 7 7
split_gain=0.00598228 0.0144194 0.0137067 0.00869402 0.00990628 0.00692757 0.0058547 0.00567575 0.0321259 0.0253845 0.0871972 0.0252947 0.0216846 0.0462654 0.022197 0.026703 0.0900865 0.0312735 0.0212532 0.0368841 0.0235082 0.0336479 0.0200757 0.0268279 0.0199914 0.0213644 0.0194792 0.0184656 0.0448994 0.0194437
threshold=11.926356180100003 75.790323155500019 19.975862989550006 40.137390643850004 13.051052998800001 21.030606243000005 9.4507625164000029 186.70853236170004 52.497771754550008 85.732241321850012 16.465384711100004 94.177001085000015 185.62570708695003 12.145283772600001 20.093158056800004 62.116825104000007 209.52275111965002 5.1459841250500009 61.928633034850002 21.252944829650001 22.435297587800004 138.85176757315003 86.474255765850003 266.28898953815008 15.345358541850002 67.606656606400023 150.69347026435003 117.49368567500001 22.460452099450002 19.164717746300003
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -7 8 -2 10 -9 26 14 -14 24 27 -17 22 20 -20 -12 -22 -18 -24 25 -13 -10 28 29 -16
right_child=7 2 3 -5 -6 6 -8 9 11 -11 18 12 13 -15 15 16 17 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10008418497903052 0.099371003841721567 0.10019242416014695 -0.071370689713114527 -0.10041277624782152 0.027749320317225691 -0.10006664412838712 0.014337379211125349 -0.10113684788105391 -0.00032211193238769719 4.5279409341901688e-05 -0.0090681595322207979 -0.067958245922035684 0.00029720654673868975 0.050638894618225384 0.013111550124732939 -0.10314902716336105 0.043941897878424202 0.081237017719708565 0.07389880113770611 -0.073840571813398759 0.090365220847254984 -0.00089226940173774941 -0.10038976030587524 0.017598175592814236 0.10040396778144658 0.033836525190873594 -0.10227328904786757 -0.00011230987951358391 0.10032345506719161 -0.1003181768578127
leaf_weight=0.0060368681536083759 0.034396491369873661 0.0056351493112742892 0.025056716584913374 0.032468958380377444 0.016872564948243962 0.0046591212945816798 0.11212322873324254 0.10707584059442499 0.03487572017308993 48.332791616423151 0.67378274425436757 0.024298362814704322 0.50251496125565598 0.28672024268598761 0.099304770981567425 0.10592386210618121 0.040137099411593713 0.049690576946886722 0.020690050553696437 0.092211587212034374 0.063233349868824007 0.111909882609325 0.039797817943281188 0.037364155269642652 0.036509949713945389 0.13611089914400054 0.040507981630460765 4.2505975203164894 0.063404495069335098 0.017824700483065392
leaf_count=141 14 1 157 88 12 228 606 60 15 2036 62 28 5 48 203 91 44 11 5 98 9 50 66 36 4 116 28 163 9 199
internal_value=-7.37485e-06 -0.0171488 -0.0501767 -0.0615661 -0.0314843 0.00437338 0.00977314 5.56156e-05 0.00301495 -0.000291823 -0.0155346 0.0024401 0.00320248 0.0185858 0.0007252 -0.000651739 -0.0310109 0.0147474 -0.00600494 -0.0467663 -0.000583947 0.0320551 -0.0134191 -0.0432564 0.0336178 0.0184169 -0.0551063 0.00121808 0.0325416 -0.00415013
internal_weight=55.4045 0.202853 0.0800334 0.0743982 0.0419293 0.122819 0.116782 55.2017 5.79998 49.4017 1.0689 5.76558 5.6902 0.789235 4.90096 4.70404 0.272914 0.16699 0.961828 0.112902 0.848926 0.175143 0.117299 0.077162 0.196919 0.160409 0.0753837 4.43113 0.180534 0.117129
internal_count=4633 1233 258 257 169 975 834 3400 1080 2320 284 1066 1023 53 970 822 248 157 224 103 121 59 146 102 148 144 43 574 411 402
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=2 2 7 12 17 16 3 17 9 5 18 0 16 17 16 19 7 15 10 3 16 13 7 16 3 3 13 3 9 7
split_gain=0.00555646 0.0778562 0.0754424 0.0181417 0.0406962 0.016097 0.0319259 0.0162328 0.0510644 0.0173952 0.0255624 0.020687 0.0132221 0.0127435 0.0178211 0.0160344 0.0107281 0.0106159 0.0102449 0.100473 0.0838428 0.139575 0.0994703 0.0686726 0.0962125 0.0496652 0.173756 0.0615357 0.0438509 0.0555922
threshold=125.02712973155002 129.01927736685002 22.791048179400004 144.66294237600002 203.65799419860002 22.714946882600003 94.472418703950012 181.57898176000003 66.544071737050004 26.144057174750003 16.060787203800004 76.535026057600007 12.644970430600003 166.68115439205005 11.949972055800002 10.650859343850001 24.613673730750005 45.793006327050001 70.128430332750014 83.17551763980002 18.754956142750004 108.18355516925001 24.021206791900003 19.224955043700003 87.399085362750014 86.26455603170001 112.67059178900001 87.130239549750016 199.66502090505003 24.613673730750005
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 16 7 -7 8 13 10 -10 -11 -12 -3 15 -15 -5 -8 23 -20 21 -21 -23 24 -1 -25 27 -27 -24 -30
right_child=1 5 -4 4 -6 6 17 -9 9 11 12 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 28 25 -26 26 -28 -29 29 -31
leaf_value=0.079017140928698326 0.0021841230325762165 -0.032570811784026425 -0.10452391117279872 0.02344075037433644 -0.0035235692611794364 0.056865821095392656 -0.058660516495737572 -0.00039317271160302494 -0.098501230955138963 -0.063649936988442998 -0.048457672845454991 0.071184541388817968 0.10035516811103967 0.026829374739903392 0.054542964589864545 -0.10029366005800862 0.056373970306038572 0.012496418271694051 0.00065916102461383182 -0.10080445570243537 -0.086225936775358294 -0.084587075188598024 0.099345559361988356 0.02356968472688116 -0.053118042856314718 -0.10703295484380818 0.0019808481377717249 -0.029449115588746327 0.068945751426570195 -0.073842139555398784
leaf_weight=0.24134007762222509 0.12412180142010498 0.04127335126824494 0.14211585150939499 0.20942078315419976 0.52010050526189389 0.13420747407144418 0.040418496830170625 28.735927404263208 0.10892422745871855 0.027000030628363092 0.014078938832668086 0.019667229415987642 0.010367138311266899 0.024794528838839369 0.095588814390794141 0.016541714308459632 0.18745014409398664 0.043564850595430471 11.709308801083871 0.12509302909160958 0.24230908617028035 0.064340957207605243 0.11600745981559157 0.93205257505178352 0.07141078793240041 0.18453262932598491 10.809816365848063 0.22921998071251437 0.068316712611704133 0.045377851522061974
leaf_count=25 35 110 34 26 14 31 33 2185 111 164 46 23 1 83 74 37 20 12 493 107 79 10 6 17 296 11 434 39 66 11
internal_value=-7.83625e-06 -0.000942922 -0.0547759 0.00106603 0.0148791 -0.000453969 0.0266063 -0.000656907 -0.0218124 -0.059374 -0.077761 -0.00682593 0.0146512 0.016137 0.030819 -0.024042 0.0389958 -0.0217491 0.000556099 -0.00148279 -0.0394009 -0.0123305 0.0253084 0.00257902 0.0488466 0.00138861 -0.000453402 -0.0640513 0.0560908 0.0119562
internal_weight=55.3347 29.5786 0.266238 25.7561 0.916971 29.3124 0.218191 29.0942 0.358236 0.180038 0.13337 0.0466673 0.0244461 0.178198 0.136925 0.0413362 0.396871 0.0839833 24.8391 12.3708 0.661445 0.419136 0.294043 12.4684 0.312751 12.1556 11.2236 0.413753 0.229702 0.113695
internal_count=4633 2979 69 1654 60 2910 76 2834 649 345 158 187 47 304 194 120 46 45 1594 772 279 200 93 822 321 501 484 50 83 77
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=5 17 5 7 0 18 7 3 15 7 9 13 6 15 12 2 4 8 15 19 8 19 17 7 4 17 18 10 10 9
split_gain=0.00505717 0.0109426 0.0173703 0.0150343 0.0111279 0.0104445 0.00971761 0.010767 0.00713803 0.00650949 0.00901958 0.00655973 0.00642282 0.00707803 0.00571029 0.0101517 0.00912977 0.0513187 0.00593096 0.128569 0.1334 0.0780402 0.02847 0.0290114 0.0190779 0.0153336 0.038467 0.0360898 0.032423 0.027117
threshold=11.783123780850001 193.82504409230003 2.7155367820000005 19.975862989550006 116.38335246710001 16.435318745950003 22.703933514050004 75.790323155500019 26.384523135650003 27.973342028250006 40.734022239000005 86.038725548750008 8.5551998908500018 5.1773271655500013 74.22129117770001 59.078594408600004 156.40313730310001 8.3434888241000014 23.884857921950005 12.651020723000002 8.0437227585500022 12.851036860900001 189.44392401325004 18.591804718950005 308.58584608000007 198.90226058785004 15.957401718700002 76.871083323950003 78.962703749400006 206.78020849415003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 -1 -3 9 -5 10 11 -8 13 -11 -2 -16 17 -17 19 25 21 -21 23 -23 -24 29 -27 -28 -29 -18
right_child=14 6 3 4 -6 -7 7 -9 -10 12 -12 -13 -14 -15 15 16 18 -19 -20 20 -22 22 24 -25 -26 26 27 28 -30 -31
leaf_value=0.085756666815529403 0.008669522791861865 0.069971599939685894 0.10018358070711958 -0.10033852423561121 0.023887793297830664 -0.10007907982570861 0.033751136963669374 -0.1001043514954775 0.016137434362134651 0.06707720885451901 0.068502018854981653 -0.10006302121184457 0.085411398436535418 -0.10005209292937799 -0.012096338455697686 -0.042775722901185025 0.0027937522000205301 0.048709840331176445 0.0003814969073859119 0.07681319133390907 -0.10696601306627194 -0.10048183308416812 -0.10202959427161509 0.054007731063699618 -0.0095321034614803124 0.099610405034732924 -0.08684636942344337 0.063151817473481628 -0.052869084360296963 -0.017438723550541532
leaf_weight=0.01456403045449306 0.7570535244109341 0.020015133741253521 0.0053769745863974086 0.055409184106807174 0.010126401412051678 0.0038169497698561363 0.0076112151242568871 0.010953646640928127 0.0058134763803536762 0.0031698287186827647 0.024472676234495339 0.0070628061822617383 0.0033766500307592642 0.012632954515652273 0.693588947425268 0.091962154820065645 5.1166775061414853 0.18399157623753126 46.711756521999675 0.083941024015049659 0.23282243959022253 0.016645752055514329 0.071955749079734233 0.045060610253145228 0.032310968221920255 0.054912233203324834 0.035171075141988695 0.08143446478061378 0.03420376651274637 0.76095413869388995
leaf_count=10 50 23 1 360 115 115 35 75 19 40 60 68 14 281 66 19 555 33 2239 72 60 39 39 48 29 5 8 10 66 79
internal_value=-1.08516e-05 -0.0165436 -0.0401475 -0.061065 -0.073217 0.0471665 0.00859676 -0.00913462 -0.0892784 0.0079495 0.0313331 -0.0306554 -0.0397783 -0.0665282 4.45742e-05 -7.57919e-05 7.98893e-05 0.0182221 -1.40786e-05 -0.00282824 -0.0525025 -0.00176382 -0.0415042 0.012333 -0.0733658 0.0011136 0.0279492 0.0018562 0.0288349 0.000174332
internal_weight=55.1888 0.184402 0.095107 0.076726 0.0713491 0.018381 0.0892949 0.0692798 0.0612227 0.0583261 0.0391467 0.014674 0.0191794 0.0158028 55.0044 54.2474 53.5538 0.275954 53.2778 6.56609 0.482737 0.249914 0.165973 0.0617064 0.104267 6.08335 0.205722 0.150809 0.115638 5.87763
internal_count=4633 1216 620 495 494 125 596 573 379 498 163 103 335 321 3417 3367 3301 52 3249 1010 287 227 155 87 68 723 89 84 76 634
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=2 2 7 5 4 12 17 16 5 17 9 18 5 0 0 2 18 12 3 5 2 15 10 2 10 18 6 9 13 13
split_gain=0.00492897 0.0421404 0.0975376 0.102393 0.0378787 0.0235026 0.0214434 0.0133971 0.0290641 0.0140756 0.046226 0.0174275 0.0148496 0.0237645 0.0116684 0.0116642 0.0114496 0.00977156 0.0162702 0.0203705 0.0192859 0.00946091 0.0261092 0.0188674 0.0137419 0.0130026 0.0123507 0.0119447 0.0113539 0.073256
threshold=121.84632764400003 129.01927736685002 22.650953015950005 23.435546682850003 217.21998099025004 145.32166322050003 198.14651800945003 22.714946882600003 24.458659404000002 181.57898176000003 70.238863950400017 16.060787203800004 26.144057174750003 89.057864029250013 71.096275259750016 319.32263744460005 16.161386252450004 306.76722874735003 93.571785230250015 20.608876568850004 206.22726210890002 20.152484759300005 78.290589216800015 186.79363985910004 83.116371560950014 18.206825775900004 4.200098134650001 211.24289424260004 104.19926021995002 103.89008753490002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 -6 9 -9 10 14 12 -12 -14 -3 17 -13 18 19 20 -16 22 27 24 -24 26 -25 -11 29 -23
right_child=1 7 4 -5 6 -7 -8 8 -10 21 11 16 13 -15 15 -17 -18 -19 -20 -21 -22 28 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00049503014655617706 0.093679086779263038 -0.10028934705915214 -0.10413982222405407 -0.068152110673636301 0.021680185296110932 0.018974701700084494 -0.071189700998760194 0.057058383632355873 -0.017486522264422218 -0.092378582117878028 -0.097796887932184412 0.10032036452025316 -0.10020074807475821 0.10009846023643308 -0.10010437079922865 -0.06794970847729187 -0.043244515025467729 0.08631718803331552 0.04455527357708134 -0.10033452204004548 0.051468159184598156 0.0011155649832190093 -0.10034531909757577 -0.024659739363416606 0.0032654522768438944 -0.043723457438399331 0.065671951303514831 -0.0021498530757522306 -0.00071347922811766228 0.074383668271584866
leaf_weight=24.730912895489933 0.095819676811518373 0.0090691697078091327 0.14848523206455866 0.066045371890140814 0.050115673109146996 0.70792174327652801 0.049340201952873031 0.11998437284273578 0.092719544843930635 0.055856357776046361 0.094500334971087341 0.0093575725331902504 0.013092660519213539 0.010817400179803371 0.010961749077701199 0.015254791385672206 0.013670687307183016 0.021519681638665134 0.081401684328628932 0.022202379073860357 0.035844844423664313 1.4752241503962888 0.02482219367129801 0.019762012736975976 0.02643155049341317 0.02081121292565058 0.06465967183248722 0.019898599261068739 26.852769108996938 0.15037235966883589
leaf_count=1579 15 34 12 36 35 23 23 39 37 82 93 1 150 5 88 57 46 34 43 45 53 407 62 134 168 265 46 6 986 29
internal_value=-1.20736e-05 -0.000887759 -0.0327327 0.0276475 -0.0721511 0.00100929 -0.0243927 -0.000441764 0.0245636 -0.000624864 -0.0209219 -0.064504 -0.0799839 -0.00958129 0.0104873 0.0158545 0.0150933 0.0232901 0.0142726 -0.0214482 0.015971 -0.000386131 -0.0204878 0.00284103 -0.0469133 0.0270739 0.0445265 -0.0686781 -0.000222202 0.00789308
internal_weight=55.1096 29.6708 0.409806 0.161865 0.247941 25.4388 0.0994559 29.261 0.212704 29.0483 0.337693 0.141439 0.11841 0.0239101 0.196254 0.187185 0.0230283 0.17193 0.150411 0.069009 0.0468066 28.7106 0.232242 0.156487 0.0512537 0.105233 0.0844217 0.075755 28.4784 1.6256
internal_count=4633 3031 121 51 70 1602 58 2910 76 2834 649 295 248 155 354 320 47 263 229 186 141 2185 763 675 230 445 180 88 1422 436
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=15 5 0 5 16 18 15 0 15 8 16 7 15 0 0 5 5 6 6 5 2 9 5 13 6 5 3 13 16 16
split_gain=0.004844 0.0317093 0.183029 0.0619772 0.0370112 0.0359525 0.0337537 0.0250528 0.0241528 0.0217802 0.0641617 0.0164569 0.0161402 0.019869 0.0817742 0.0710387 0.0809906 0.040138 0.0651368 0.0406577 0.0227423 0.0408111 0.0226716 0.0218181 0.0152424 0.0774365 0.197185 0.0545755 0.135754 0.120242
threshold=37.491361913600009 20.911722254300006 87.380266155850009 21.990725385850002 22.634947069650003 12.783127173500002 34.139075990150012 85.990333302400003 37.646552559600003 8.2435668022500028 22.574947209950004 20.714163848350005 37.882159664350006 87.261973998100004 87.525442894850016 22.744024947450004 22.127107789600004 16.375382608200002 16.355382140900002 22.217208590350001 133.24279810655003 203.80256579455002 23.374630421750002 114.04170543550002 14.815346158200002 18.160071980500003 86.26455603170001 110.65693664925001 19.224955043700003 20.674951653000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 -1 11 -7 -2 10 -3 -5 -10 17 -15 16 20 18 19 -14 -16 -22 -17 -18 -9 26 -26 28 -27 -29
right_child=8 2 3 6 -6 7 -8 24 12 -11 -12 -13 13 14 15 22 23 -19 -20 -21 21 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=0.052830259382384538 0.019122196455008962 0.0073247571864415613 -0.09728594525429439 0.009113172117854609 -0.022961193409858364 -0.035078398759721893 0.082106139971403314 -0.00080584918598074283 -0.014890732031976545 0.0021809629023739991 -0.10364069630349111 -0.10112932309949232 -0.014575744662551546 0.076096611118287028 0.039664415461580602 -0.10145952507494405 0.028936432133639126 0.0015840189064125964 -0.0040753920166550599 -0.0862562350153733 -0.05530112346269616 0.0043659792868560813 -0.024117622366647745 0.10028931459296023 0.08362463549040515 0.0056027933304767779 -0.041448325387533881 0.045404315135593898 -0.1020802428954484 -0.00011160732560393596
leaf_weight=0.13126880560008913 0.72774254967225971 0.15938415383537474 0.2885958268784633 0.026058095978441997 0.77972154712188046 0.19792296552744204 0.031396545120514929 21.02681338203298 0.65296835941262799 4.3936979769680704 0.077417703345417976 0.028189635190301487 0.13843791431282304 0.1767002685519391 0.12699018511921145 0.071802131783442635 0.069023646644836845 15.526021853016351 1.0279176002659369 0.18470632932189801 0.13834788234089501 0.66873417172723748 0.080274745496353717 0.11303089997090865 0.36378163243352712 0.36308024922072935 0.19288741248669794 0.63767763169016678 0.17278861219529063 6.4621381280448986
leaf_count=29 16 640 64 22 57 21 6 2424 16 135 4 28 20 25 10 15 21 493 13 49 20 71 35 29 41 43 22 66 20 178
internal_value=-1.22703e-05 -0.000712845 -0.00748364 -0.075117 -0.00280525 0.000612623 -0.000414245 0.000379611 0.00124407 0.000588774 -0.0289532 -0.0481739 0.000558392 0.00110898 0.0123636 0.00348361 0.0122199 0.00014543 -0.0163864 -0.0555477 0.000327467 -0.005862 -0.0606341 0.0732368 0.000619794 0.0042789 0.0402865 0.00165382 -0.0291191 0.00397645
internal_weight=55.0355 35.3328 5.78446 0.37424 5.41022 29.5484 0.0856443 29.4171 19.7027 4.6305 0.236802 0.0542477 18.975 18.322 1.4449 1.2682 1.11613 16.8771 1.35106 0.323144 0.934072 0.807082 0.152077 0.182055 29.2192 8.19235 0.556669 7.63568 0.535869 7.09982
internal_count=4633 3800 956 120 836 2844 56 2815 833 779 644 50 817 801 226 201 151 575 82 69 101 91 50 50 2794 370 63 307 63 244
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=18 0 6 0 13 19 17 16 19 7 12 13 15 15 16 7 17 7 18 13 15 10 8 5 18 3 6 9 18 17
split_gain=0.00470466 0.0598654 0.103378 0.062313 0.0837131 0.0441182 0.0595625 0.0664127 0.0555817 0.0417685 0.0792411 0.0416761 0.0657888 0.0646063 0.0319755 0.117319 0.0685255 0.0680854 0.0686716 0.0355361 0.02753 0.0240295 0.0904674 0.0723765 0.0664654 0.0883771 0.084353 0.0829901 0.0554775 0.0678073
threshold=13.956123578150001 90.490812212800009 15.400359826950002 92.168410086200012 110.07622969305001 14.351157895250003 203.37411447725003 22.604947139800004 14.651182102100002 23.445318439400001 254.38400358715003 113.89115178020002 37.882159664350006 30.505324983850006 22.454947490600002 22.929105819350003 199.59317753375004 22.626138143200006 13.015629076450002 113.98793627290001 25.585355160750002 69.999384342500022 8.2435668022500028 19.327153142150006 14.262527874400002 85.589753040950015 14.825346391850003 197.47612518640003 15.064837217800003 206.93298589035004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -5 9 -7 8 -8 10 -2 12 13 20 15 17 -17 18 19 -13 -1 22 -11 24 27 26 -26 -23 -25 -30
right_child=5 2 -4 4 -6 6 7 -9 -10 21 -12 14 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.024598747969803891 -0.091834836160512232 -0.063232573300082459 0.10064120399322914 0.0041023280068889882 0.080865759652802266 -0.10322458867654005 -0.062014229547657042 0.051598778959062591 0.027960068263758676 0.046387391875129622 0.046386417444475164 -0.082537300449665965 0.10026976318316932 -0.098007976576223788 -0.00037435086664309845 0.092639181823630859 -0.012964679155890097 -0.05669802185607592 0.082998378783339821 0.0052552073954958327 0.094354902797627163 0.011281672292620518 9.5103953025262792e-05 -0.10124890404951292 6.8377210474181038e-05 0.070499355452298698 -0.069877021885521973 -0.10491155862848534 0.068389154131129337 -0.10227609988580343
leaf_weight=0.078157285139389354 0.1283220522523888 0.099981351100267402 0.15046699205413461 0.67795318216096234 0.17972541321069002 0.090761930827283233 0.24360933575735544 0.11389473936287686 0.095603265683166683 0.51671947753642244 0.061284980542112066 0.049663625762742525 0.030509982956573367 0.14667250483762473 30.599008788772451 0.25165876091341488 0.081295148003846407 0.18374611312174238 0.1131162205679459 0.64357919202315372 0.025904344496666454 0.11275730270427331 2.3068185392257874 0.12722081072774827 17.196218181595004 0.1764392945851786 0.17416415212210168 0.13514522660989314 0.057479179163806293 0.039127587365783256
leaf_count=324 145 38 10 118 14 9 104 38 12 67 77 17 6 14 798 81 12 26 91 291 7 16 102 89 1964 37 32 33 29 32
internal_value=-1.26208e-05 0.000732478 0.0235857 0.0114788 0.020188 -0.00116301 -0.0292831 -0.0144719 -0.036656 -0.000435838 -0.0471588 -5.39082e-05 -0.0383802 -0.0552515 0.00028376 0.0155042 0.0668546 -0.00176399 0.0107539 -0.00103421 0.00501271 -1.07843e-05 0.00856679 -0.0013549 -0.000644101 8.23291e-05 -0.00063293 -0.0520616 -0.0578652 -0.000733537
internal_weight=54.887 33.3114 1.10813 0.95766 0.857679 21.5756 0.543869 0.453107 0.339213 21.0317 0.189607 32.2033 0.281244 0.250734 31.9221 1.32306 0.332954 0.990105 0.806359 0.693243 0.104062 20.8421 2.82354 18.0186 17.7947 17.5468 17.3704 0.247903 0.223828 0.0966068
internal_count=4633 1847 180 170 132 2786 163 154 116 2623 222 1667 351 345 1316 518 93 425 399 308 331 2401 169 2232 2082 2033 1996 49 150 61
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=10 7 6 16 16 18 19 2 18 6 0 9 8 15 0 2 3 0 12 9 5 7 16 19 2 7 9 5 0 7
split_gain=0.00583713 0.00539213 0.014925 0.0155803 0.0163642 0.0129854 0.0161737 0.0113161 0.00916167 0.0227996 0.0119684 0.00893102 0.0435046 0.0349911 0.0236099 0.0111633 0.00898004 0.0158321 0.0108246 0.00874779 0.0111791 0.0136976 0.0121754 0.00956615 0.00771702 0.00651055 0.00897739 0.00647616 0.00639846 0.00753266
threshold=54.884872733100003 20.797746106000002 23.145540791850003 21.074950717600004 19.334954786500003 11.634276750250001 13.351077205700003 119.08834621750002 14.170404054850001 13.500315432750002 76.535026057600007 179.11733629770001 7.943800736700001 32.355961258350007 94.047642319350018 309.04644204820005 83.613736315050019 97.32487278035002 211.51213392550002 66.544071737050004 14.835543846500002 22.958251375150002 14.274966618900002 11.750948102400001 190.3068252971 22.557405306150006 43.163935383200005 2.5717997438000002 118.55293817840001 23.989000783400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 7 -7 9 -9 24 12 13 14 15 -3 17 -16 -18 20 21 25 23 27 -11 26 -19 -23 29 -29
right_child=1 11 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 16 -17 18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10010374461618905 -0.066709305140519273 -0.10028029520602016 -0.10045572135063355 0.071858316146991411 -0.10038518905518473 -0.10014893198252382 0.064154485820454729 -0.10027026750294099 0.067487599758017977 0.035845994043777737 0.052436932394312921 3.2740256544530812e-05 -0.10079145414062506 0.087479349108855131 -0.10057147271370293 0.043716777935525142 -0.041670329909674918 -0.061801256306809327 0.073282183654653804 0.059979096755113141 -0.1001778657980304 0.038584088209303105 -0.10014727534158352 0.055501801820094558 -0.10052953905094004 0.086339827497384669 0.089770000520809828 0.0061160802095335592 0.031133207445932877 -0.10008171663590348
leaf_weight=0.0058258338722926286 0.017717891053854795 0.038841361890586401 0.01086441008374095 0.046008195698959753 0.013163829132963656 0.010152074351196916 0.062004328114340979 0.019185897831448528 0.022142230824442777 0.0069280490588425883 0.04387524977637014 54.10001305643366 0.051581565465312451 0.038618582145772962 0.017599491193777794 0.0062500432625069982 0.011331863976892009 0.0092940477716183523 0.029561520001379904 0.020723640146684374 0.012426221071109467 0.011628549686953704 0.016366989545815613 0.019342396808895046 0.010345262944582601 0.021235996514405997 0.0067425351007841519 0.009681878551873524 0.0084091280659492895 0.021535353231641352
leaf_count=137 37 203 4 16 64 163 54 44 23 35 57 2779 15 7 32 27 39 51 58 63 22 188 71 75 24 14 3 27 90 211
internal_value=-1.21874e-05 -1.52975e-06 0.0142994 0.0192562 0.00748028 0.0148622 0.0231383 0.000558057 0.0105348 -0.00516283 0.024678 -7.04426e-05 -0.0159664 -0.0013617 -0.0145084 -0.0803211 -0.000761949 -0.0106215 0.041428 -0.000563025 -0.00974365 -0.000698388 -0.0224365 -0.00442031 -0.0458315 0.0500208 0.00192644 -0.0270335 -0.0462893 -0.067145
internal_weight=54.7194 54.7136 0.262387 0.251523 0.205515 0.192351 0.174633 0.112629 0.102477 0.0803345 0.0611486 54.4512 0.351171 0.29959 0.260971 0.0450914 0.21588 0.174986 0.0408934 0.157387 0.136663 0.124237 0.0869643 0.0705973 0.0172733 0.0372726 0.0160366 0.0512549 0.0396264 0.0312172
internal_count=4633 4496 521 517 501 437 400 346 183 160 116 3975 1196 1181 1174 230 944 847 97 815 752 730 662 591 59 68 54 516 328 238
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=9 8 6 16 9 9 18 18 18 10 5 0 3 10 4 0 19 8 16 8 7 7 9 9 15 9 8 9 13 13
split_gain=0.00437476 0.0178902 0.0318393 0.0127735 0.0103945 0.0284181 0.0905817 0.0194059 0.0157667 0.0259095 0.0110132 0.0805359 0.0725818 0.0323373 0.0244138 0.0545698 0.0296802 0.0727598 0.0695386 0.0283253 0.0240476 0.0213511 0.0153358 0.0305823 0.0566012 0.117669 0.0680628 0.0265232 0.0370663 0.09373
threshold=219.87257840710004 8.6432548896500023 18.055421862050004 20.564951910200005 214.18224820805003 210.61272793875003 15.105469479800002 14.329845562450002 15.534793034950003 77.209829048350016 16.546942136250003 96.978061681550017 84.049266532200008 74.927328095600004 309.31594811510007 98.752444047600008 12.751028791950002 7.5441126493500006 15.484963789400002 7.7439566930000003 22.703933514050004 20.797746106000002 201.65416293750005 203.42345995920002 36.136500007950012 202.70031010240004 8.3434888241000014 201.40496258350001 104.09978726910002 103.89008753490002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 10 7 -7 -8 -10 11 12 -1 20 16 -16 18 -18 -15 -17 -13 -14 27 24 26 -26 -24 28 29 -12
right_child=1 2 -4 -5 -6 6 8 -9 9 -11 22 13 21 14 15 19 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.093728330748945529 -0.00098152979629193135 -0.097939790615389002 0.023317829480597289 -0.033129170038842713 0.0054421026538307828 0.0083465547170883097 -0.10249350786910144 -0.015870465825801958 0.028874113877471255 -0.081558520750813338 -0.023984679989934733 0.017339170157107252 0.030070754342919656 0.0013370322385500525 0.10051070929801414 0.018620388397179166 -0.0011114651860420451 -0.082761550872564454 0.056598779720426845 -0.10086691779465436 -0.10072002962924675 -0.10026578134209413 -0.027133690660154076 -0.0011902312959655912 0.00013130640456648248 -0.097408282434512106 0.018342371825076722 0.02070756123511891 1.7377106593855087e-05 0.10244025377993259
leaf_weight=0.17411867983354312 1.1204198144852444 0.058752109107217509 0.062687229527000454 0.063039309570740443 3.4430979001210167 0.6436481172800359 0.10562386593716144 0.68098768865002057 0.03096384005038999 0.067689041958026053 0.11602862743897802 0.025699696593164734 0.022708479227731004 3.906192543033935 0.081097603659145423 0.10291772389945208 0.51727798560273175 0.13832265551900491 0.24180271552631882 0.024577336211223155 0.052496410095045576 0.028147714066335539 0.66479429666651302 8.4903367241366805 0.27229029481520672 0.22661152595355816 0.65178432587345014 0.65029999578837205 31.897855598003076 0.11856930702924728
leaf_count=37 214 28 26 17 208 46 18 69 22 45 219 45 8 627 19 507 31 67 36 11 38 131 47 425 32 17 24 11 1606 2
internal_value=-1.20803e-05 -0.00573271 -0.0345887 -0.0643938 0.000127774 -0.000238674 -0.0136618 -0.00410328 -0.0756441 -0.0468974 0.000185316 0.00448001 0.0630313 0.00189227 0.0028878 0.0363795 0.00143345 -0.0183385 0.00455845 -0.00441329 -0.061919 -0.0420675 -0.000344472 -0.00370923 -0.0154896 -0.0441732 -0.00462035 0.000713295 0.000308649 0.0399124
internal_weight=54.6808 1.3049 0.184479 0.121791 53.3759 49.9328 1.52891 1.32464 0.204277 0.0986529 48.4039 5.31536 0.224975 5.09038 5.01219 0.208593 4.8036 0.655601 4.148 0.127495 0.0781961 0.0508562 43.0886 10.3058 1.81548 0.498902 1.31658 32.7828 32.1325 0.234598
internal_count=4633 285 71 45 4348 4140 200 115 85 67 3940 1557 176 1381 1298 537 761 98 663 518 83 139 2383 545 120 49 71 1838 1827 221
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=14 4 8 8 3 6 19 12 8 2 4 2 19 4 6 18 18 0 13 0 7 15 6 12 3 3 15 15 6 9
split_gain=0.00455593 0.0293757 0.0249392 0.00763382 0.01638 0.042399 0.0271549 0.0132843 0.00628433 0.00940522 0.0240038 0.0111807 0.00665649 0.00896603 0.0075012 0.0215882 0.15131 0.0697407 0.0493015 0.0623993 0.0279975 0.0645008 0.0793238 0.0621002 0.0270483 0.124268 0.0258306 0.197741 0.0408786 0.0514774
threshold=144.12207640715005 141.79569928155004 8.543332867800002 8.9430209551500024 92.316275283350009 18.195425133200001 14.551174033150001 169.21982098175002 8.7431769115000026 96.242542698950004 254.21219862280003 193.30716668855004 14.651182102100002 264.40103451365002 16.455384477450004 13.480563334700001 13.531614672700002 86.208098410950015 117.55283175385001 86.692020874450009 23.263685695600007 31.584168001000005 16.165377701450002 144.66294237600002 92.913112988300014 92.738363209800013 40.042228346200012 39.203018015350004 16.405383309150004 191.61296531520003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 -6 7 -7 12 -10 -11 -12 14 -14 15 26 -17 -18 20 -20 21 22 23 -19 25 -22 27 -2 29 -28
right_child=3 -3 -4 4 5 6 -8 -9 9 10 11 -13 13 -15 -16 16 17 18 19 -21 24 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.058556089313432036 0.0045832647088012626 -0.064845286609250583 -0.020040169809616693 0.014009492341925004 -0.10097962629991436 -0.10071356417335364 0.062315434910091838 0.0075200864023576485 -0.0012671006970719943 0.023492764757751122 0.0095041124213768868 -0.010483456961399211 -0.0016897808594934479 0.01496188043658115 -0.0021510358524292612 -0.1050695546072884 -0.092301563135107012 -0.1017152506132582 0.093609986597217448 -0.0056329417240019971 -0.00013204722033439452 -0.10220538092757914 0.10066538011632964 0.013458227785443236 -0.016271319474211884 0.08256759408067324 0.0069386499840047057 0.090175928615443476 0.0058309074761042391 -0.032365736078479493
leaf_weight=0.064626321553077015 4.4003602488483349 0.077001915414030009 0.10757133190054446 0.10062686910981611 0.06277185444204747 0.023273894270744222 0.043926430840656394 0.022115835094155045 1.6363669215934344 0.71402411426242895 0.59111118644796057 0.53151782774682488 0.62496641202596837 0.67003886820748448 15.589391851459842 0.13896255369681654 0.08234785130203448 0.079170254762039316 0.12612570927012612 0.12729970490909182 22.806826117327944 0.089023360307464827 0.056922949850559235 0.11455368749875561 1.0002618285652705 0.18315817695110936 0.59007615394875734 0.28755114518571634 2.8557252222304896 0.76552213714143136
leaf_count=20 338 18 34 36 39 30 26 14 20 22 15 35 24 21 840 22 31 61 8 42 2494 21 3 204 16 59 20 19 55 46
internal_value=-1.1732e-05 -0.013502 0.00945725 5.01631e-05 -0.0172896 -0.0379982 0.0062655 -0.0479775 0.000131219 0.0042461 0.00915809 4.08353e-05 -0.000151278 0.00692583 -0.000337204 0.000501766 -0.00101416 -0.000427928 -0.000120175 0.0437587 -0.000577226 -0.0290859 -0.00311579 -0.0336104 -0.00017358 0.00052681 0.00472707 0.00983342 -0.000957154 -0.015257
internal_weight=54.5632 0.2492 0.172198 54.314 0.252715 0.152088 0.0893162 0.0453897 54.0613 3.47302 1.83665 1.12263 50.5883 1.29501 49.2933 33.7039 24.8047 24.6657 24.5833 0.253425 24.3299 0.33967 0.250647 0.193724 23.9902 22.99 8.89923 4.68791 4.21132 1.3556
internal_count=4633 72 54 4561 145 109 70 44 4416 92 72 50 4324 45 4279 3439 2961 2939 2908 50 2858 289 268 265 2569 2553 478 357 121 66
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=5 6 10 10 10 17 10 18 6 15 16 18 8 18 6 19 16 19 9 9 2 9 9 15 7 17 19 9 5 19
split_gain=0.00446738 0.00796795 0.00712377 0.010924 0.00851612 0.0157169 0.0119267 0.00702055 0.00823359 0.0134644 0.00663403 0.0058187 0.00508547 0.00507966 0.0129728 0.014505 0.020454 0.00765714 0.00494957 0.0146636 0.015014 0.0404211 0.0824908 0.0144373 0.0356859 0.0407245 0.0181067 0.0187378 0.0610727 0.0256572
threshold=12.306951632950001 9.3002172980500024 67.254468591300011 69.873026810350026 82.299080289250014 194.75204781875001 80.13218303615001 16.161386252450004 3.6650856341500009 6.8054746905500005 19.079955382750004 16.693547963350003 7.1444245619500011 16.622853636350005 13.705320222600003 11.750948102400001 16.564961263900003 13.651101412550002 201.65416293750005 201.40496258350001 63.19085977000001 191.61296531520003 201.16241229375001 45.484733152800011 24.355397875400005 192.44445991605002 14.551174033150001 203.09362050815002 20.556063402800003 13.451085274650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 -6 9 -9 -5 -10 -13 18 15 -15 -17 -18 19 20 21 -2 -23 26 25 -25 27 28 29 -20
right_child=13 -3 3 4 7 6 -8 8 11 -11 -12 12 -14 14 -16 16 17 -19 23 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10057299212693127 0.0041129764083747697 -0.10036437424375746 0.099880908339795765 -0.10028165395367666 0.054707352199596354 0.044081642572195351 -0.10035504631041002 0.064163191674987352 -0.10005704815627781 -0.10008130455880582 0.027788470806880468 0.041014083330031384 -0.1000414210785259 0.0086933388603088989 0.042021754048795094 -0.080173005912288986 0.061063290295592647 -0.030864935600096156 -0.014577276418674049 0.01497845700316006 0.00083221397159333502 -0.062361802685644445 0.0011339388591530531 0.022082316468552732 -0.0030564317139413822 -0.089650919788435313 0.013608003107011346 -0.00044415850570453006 -0.049519790098034429 0.013058863178058926
leaf_weight=0.0083507992294425959 1.1512212754390692 0.010431799488458182 0.0092193884902371792 0.031602319708980531 0.023850860772942184 0.025449694607459605 0.0073733124490900073 0.0069285754979375716 0.0037465634058548849 0.017849765012186936 0.0046382978907786301 0.034754658759524659 0.0027588352462046819 0.58331512442623434 0.09843680711765046 0.046303308204926452 0.020202022407829645 0.016429810668341815 0.74166120788459966 0.6962108212755983 32.970948876755287 0.34454318547341234 0.50375999510288239 0.04592682854274599 0.51807021365129913 0.11259049154250533 0.82271685663545113 14.644264136368987 0.33891601805225935 0.61408150702482089
leaf_count=10 44 132 4 197 59 69 43 97 32 335 4 176 109 59 27 67 26 19 63 13 1961 47 2 19 22 52 80 822 30 13
internal_value=-9.64922e-06 -0.0154413 -0.0104227 -0.00594613 -0.0120842 -0.038491 0.0116356 0.00820467 -0.00859054 -0.0541549 -0.0838904 0.0187727 0.0306405 4.35116e-05 0.00813622 0.00312972 -0.0360014 0.0198324 -7.21487e-05 0.000608043 0.00032195 -0.008092 -0.0246552 -0.00143216 -0.0157601 -0.0572787 -0.000867288 -0.00159617 -0.0115511 -0.00205953
internal_weight=54.4566 0.186955 0.176523 0.168172 0.158953 0.0690636 0.032823 0.0898893 0.0660384 0.0247783 0.0362406 0.0412601 0.0375135 54.2696 0.764687 0.66625 0.0829351 0.0366318 53.5049 35.6667 34.9705 1.99952 0.848303 17.8382 0.676588 0.158517 17.1616 16.3389 1.69466 1.35574
internal_count=4633 1267 1135 1125 1121 313 112 808 749 432 201 317 285 3366 198 171 112 45 3168 2067 2054 93 49 1101 93 71 1008 928 106 76
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=0 15 7 3 8 5 7 3 18 13 6 10 15 8 15 6 13 18 17 12 18 16 13 2 7 0 10 6 12 4
split_gain=0.00415079 0.0364909 0.0611522 0.0249734 0.0423282 0.0322495 0.020332 0.0200786 0.0176047 0.0174809 0.0265301 0.0528857 0.0159202 0.0492045 0.18222 0.0627604 0.0281271 0.0417828 0.0560559 0.0276705 0.0548361 0.0583954 0.0770835 0.0250802 0.0265339 0.0189775 0.0191909 0.0179602 0.0176697 0.105141
threshold=86.09518316945001 34.139075990150012 22.126303133300002 93.668569722950011 8.543332867800002 21.438877744300004 21.442433661550002 94.472418703950012 12.854871756700001 117.56896250265002 16.515385879350003 62.084563606450011 41.195083317300011 8.543332867800002 42.33967733730001 16.445384243750002 117.67650082785001 13.511883313150003 203.65799419860002 261.40539695100006 13.921859755900002 22.634947069650003 104.30679854515002 195.72231170465002 24.040556609400003 98.752444047600008 78.381996793250025 15.945372561050002 226.26044291545003 296.43037955425007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 7 -1 -2 10 11 -7 19 14 -14 16 17 -16 -19 28 -21 22 25 -15 -25 -22 -27 -24 -10 -30
right_child=8 3 -4 5 -6 9 -8 -9 12 -11 -12 -13 13 23 15 -17 -18 18 -20 20 21 -23 27 24 -26 26 -28 -29 29 -31
leaf_value=0.074824367922823959 0.040994791642595133 -0.030814597027454777 0.094474772778723778 -0.019056696823024945 0.0030191537979157154 0.065213024493940078 -0.10089988325526858 -0.0068438476103179812 -0.00049132241287410143 -0.00091720822093991977 0.003494172956119407 -0.01670724455734467 0.0816050871196453 0.0066340870779443136 -0.0032286334850609626 0.040995380017245717 0.010307181853089415 -0.087009008351019212 0.017504154466060549 -0.10162098192944501 0.06455860808833544 0.087868233793624781 -0.10119536930825808 -0.027926475689094316 0.0022436042133779739 -0.10014832145022351 0.012134250153030213 -0.015838345293999273 0.087482097738583467 0.0020370162349970049
leaf_weight=0.037989844377715909 0.10669829635707984 0.78017479382105992 0.10424073715185855 0.87215869984356587 0.70292293127931771 0.21805129491172959 0.018134345895127524 0.14503142218262144 36.912555243277907 6.7830864002579574 1.0435451897592427 0.12340456097862429 0.36334678628099881 1.1489114127762152 0.51366057293489553 0.3511566639645024 0.5627384705003351 0.1622978740097949 0.075050279174320167 0.077354378459630335 0.05901383960417661 0.05323303525801748 0.10609133101957013 0.63817009616468545 0.53663245163625106 0.017931156347458455 0.10074996245521106 0.032112346889334731 0.15845424053259094 1.5800013525146139
leaf_count=15 22 52 24 44 20 39 18 647 2158 270 15 41 27 21 8 17 6 40 37 34 67 21 76 25 21 57 488 18 10 295
internal_value=-1.0583e-05 -0.0017627 0.0323133 -0.00275161 -0.0147789 -0.000778475 0.000100617 0.0101081 0.00042502 0.00117321 0.0114111 0.0356065 0.000325393 0.00606278 0.017444 0.00344161 -0.00659629 -0.0192622 -0.0539616 -0.000313239 -0.0250653 -0.00902243 -0.0253498 -0.00387133 -0.0141452 0.0182144 -0.00483017 -0.0813622 -2.73102e-05 0.00982504
internal_weight=54.3849 10.8287 0.305396 10.5233 1.4831 9.04025 0.201156 0.183021 43.5562 8.16809 1.385 0.341456 43.4495 4.35196 2.02825 1.6649 1.31375 0.751009 0.237348 39.0975 0.446486 0.369132 0.315899 2.32371 1.1748 0.177695 0.118681 0.138204 38.651 1.73846
internal_count=4633 1185 704 481 72 409 680 662 3448 365 95 80 3426 202 135 108 91 85 77 3224 761 727 706 67 46 612 545 94 2463 305
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=4 7 2 5 19 19 13 19 17 5 10 6 9 13 13 15 9 7 12 6 3 13 8 8 17 6 18 5 16 7
split_gain=0.00448152 0.0195112 0.0553349 0.0273813 0.0533612 0.111327 0.0487459 0.0297337 0.0295893 0.0845316 0.0260702 0.0232349 0.0455838 0.0324899 0.0493064 0.0424697 0.0412659 0.0741666 0.0282337 0.0494355 0.0466222 0.0694764 0.070534 0.0461753 0.0236296 0.133459 0.0234975 0.0219225 0.0218613 0.166379
threshold=240.27283890470002 23.109894804950002 157.69206214580001 21.482549112100006 14.351157895250003 14.251149826300002 117.64961624655002 13.651101412550002 189.5403704096 23.374630421750002 64.730006406800015 16.525386113000007 205.22231928645002 117.55283175385001 117.49368567500001 40.726271367500011 192.20980299475005 23.853977146050003 226.26044291545003 13.005303866850001 82.081315180750025 109.96062599345002 7.7439566930000003 8.3434888241000014 193.09202135800004 16.455384477450004 17.448621627850002 21.438877744300004 19.934953383400003 25.257178691350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 5 6 7 -5 -6 -10 -4 13 -13 14 16 -15 17 -3 28 26 -21 22 -22 -23 -17 -26 -20 -16 29 -18
right_child=1 11 3 4 8 -7 -8 -9 9 -11 -12 12 -14 15 27 24 18 -19 19 20 21 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00077768202253529592 -0.072281612445673868 -0.10116468284494712 0.10097567798450241 0.0022501049742721666 0.0054077771084291423 -0.10288115649603091 0.087212290893590325 -0.10091147165682893 -0.073761325962129365 0.0013808719423664731 0.0060465788910334106 -0.030003470395547367 0.0021684928417814516 0.02839034801784986 -0.0067555332234695816 0.00092152560395293277 -0.07344272554410175 0.010826691432613583 -0.092043888205233571 0.065329837921196343 0.10073527341348228 0.059123485696390116 -0.10122088703958931 0.0085637662521037342 -0.0046815196911447381 0.078709541799828905 0.01554403156968151 -0.034578413193081227 0.0027367269770585696 0.00011359379613032782
leaf_weight=31.09221846748985 0.13033272529390005 0.11021479473959672 0.044966547893580233 0.11553274349584119 1.6255762552389401 0.16937274018593484 0.05488651304386849 0.03685069127737961 0.20304972665326193 0.56990710762050867 0.081118061250208484 0.73235255325562221 1.1047786280541911 0.79759518352511705 0.52454113538260461 4.8308802950195968 0.34318302655446897 0.12759221775913687 0.062365548058436526 0.18436208495222661 0.021300483494996914 0.22781083911468136 0.091930862793191181 0.87227059474389534 0.70442079814529268 0.26378091671722359 0.030096274285511981 0.61549750186395613 5.5709205059720261 2.9582057497196388
leaf_count=2007 31 94 7 214 58 31 18 26 25 59 151 35 50 18 26 39 59 741 68 51 1 39 104 70 58 49 131 29 68 276
internal_value=-7.17893e-06 -0.00105878 -0.00853885 -0.00567535 -0.00774606 -0.0427386 0.0064075 -0.0226973 -0.00225117 -0.0183584 0.0399019 6.52649e-05 -0.0106565 0.00113945 -0.0020158 0.00675493 0.000109474 -0.0410772 0.00105466 0.0137914 0.0184761 0.0113567 -0.06323 0.0190339 0.00377924 0.0180379 -0.0570241 -0.0217769 -0.00108452 -0.00753267
internal_weight=54.2979 23.2057 3.03159 2.90126 2.77518 0.376643 0.20727 0.152383 2.39853 0.772957 0.126085 20.1741 1.83713 18.337 11.7403 6.59668 10.6003 0.237807 10.3624 1.49014 1.39767 1.21331 0.113231 1.10008 5.79908 0.968202 0.0924618 1.14004 8.87231 3.30139
internal_count=4633 2626 620 589 431 289 258 240 142 84 158 2006 85 1921 1757 164 1702 835 867 464 265 214 105 109 146 107 199 55 403 335
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=9 16 3 6 12 2 3 7 6 16 19 9 5 8 14 10 4 8 13 7 7 8 18 16 13 13 9 0 2 17
split_gain=0.00439253 0.0243273 0.0212123 0.0790277 0.0200894 0.0369881 0.017403 0.0269502 0.034069 0.027478 0.0196304 0.0173147 0.00906584 0.0489331 0.0215807 0.0205125 0.0818834 0.0198857 0.0162164 0.0395262 0.0164022 0.0125359 0.0116494 0.0106852 0.0164522 0.014879 0.0103511 0.00995179 0.0195035 0.00890726
threshold=186.70853236170004 22.764946765650006 93.862138708350017 16.465384711100004 94.177001085000015 56.799426908350007 94.227769014100019 22.435297587800004 16.575387281250006 22.834946602000002 14.451165964200003 185.98753508445003 20.315138807500002 7.7439566930000003 195.37489133290003 62.116825104000007 209.52275111965002 5.1459841250500009 117.49368567500001 22.460452099450002 19.164717746300003 7.0445025401000008 11.634276750250001 19.134955254150004 105.21549739325002 99.865465713650011 61.192192081150004 86.474255765850003 266.28898953815008 167.17143786700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 10 -8 -9 -10 -5 12 13 14 -6 18 -17 27 19 20 22 23 26 24 25 -16 -14 -18 -29 -24
right_child=2 -3 3 6 11 -7 7 8 9 -11 -12 -13 15 -15 21 16 17 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=0.03131353856838133 -1.0596358625582433e-05 0.058019676148531943 -0.10101730386771664 -0.10067738646013667 -0.10078042499994672 -0.10142895698223792 -0.0089370415343444556 0.077715943461923676 -0.10100975261748363 0.036775051605393003 -0.0139042626071824 0.018269003169664969 0.100108304122172 0.10040389907497496 0.0027022487316972679 -0.10279497440833606 0.035342014729795292 0.077826487612955048 -0.00021170810484933555 0.10028104922917579 -0.10030293981519878 0.092548840558667939 0.089111504420320273 -0.10029676062561033 0.072050848419880742 -0.10023961202936926 -0.10032532432789668 -0.10023792904580053 0.023002491237801629 0.0085585282811334353
leaf_weight=0.036023045083199423 47.316841970786967 0.078120197169482597 0.095760289239207763 0.037906764828903761 0.020080300387668504 0.050305735420989706 0.67179077050772662 0.088172583864206899 0.024650776802218388 0.035058594974543666 0.083498589680402802 0.62457096420189362 0.0031769531778988993 0.057564755901694298 0.18273771055025634 0.091201952231102612 0.034504631452342949 0.041783631262660492 4.2945785142433408 0.055593084641941459 0.015222153470964894 0.016011666972190142 0.018800155514327344 0.0099498584168031812 0.032022720057284459 0.01520930607236437 0.013634767723068486 0.02389862518884911 0.027753948916597437 0.050871974705614775
leaf_count=15 2327 15 60 42 25 46 97 16 8 36 25 40 1 6 925 91 44 11 166 9 199 5 11 13 9 104 116 63 33 75
internal_value=-8.87668e-06 0.00259313 -0.000320643 -0.0144698 0.00183556 -0.0460385 -0.00566312 -0.000429554 0.0382178 -0.0201089 -0.0409977 0.00256975 0.000610493 0.0165373 -0.000953897 -0.000526902 -0.0303953 0.0212145 0.000943363 0.0324791 -0.00458184 0.00687847 0.0122662 0.00116103 0.0055507 -0.00520731 -0.0624489 -0.00624063 -0.0340184 0.0302947
internal_weight=54.1473 5.79362 48.3537 1.03684 5.7155 0.0863288 0.941078 0.819673 0.147882 0.0597094 0.121405 5.62917 5.0046 0.333576 0.276012 4.67102 0.219143 0.127941 4.45188 0.157299 0.101706 0.255931 0.0864839 0.23992 0.22997 0.197947 0.0168117 0.0861572 0.0516526 0.0696721
internal_count=4633 2022 2611 284 2007 61 224 157 60 44 67 1946 1906 1087 1081 819 242 151 577 411 402 1056 203 1051 1038 1029 117 140 96 86
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=15 15 5 8 0 13 17 18 18 2 12 13 16 12 4 5 13 10 3 6 5 18 16 17 2 17 10 5 10 16
split_gain=0.00417115 0.0276773 0.025107 0.146008 0.0350834 0.0797893 0.0562899 0.0878922 0.0218698 0.0204203 0.0174247 0.0426554 0.0527482 0.0265084 0.119554 0.0492637 0.0720348 0.0302495 0.0461207 0.0212292 0.0181555 0.0163512 0.0329843 0.0559855 0.03173 0.0316896 0.0192703 0.0354191 0.0192366 0.0280687
threshold=38.86986296220001 38.567335632300008 21.950234501100002 8.4434108459500017 86.904409066750006 113.98793627290001 197.70480304825003 14.122113655700002 13.344136431100003 296.32908460740003 258.77736187310006 104.72350955535002 22.634947069650003 226.26044291545003 297.66457818680004 19.327153142150006 102.54048155345002 61.966271448700006 82.831394999100013 13.400313096150002 21.363989181350004 13.24088655595 22.624947093000003 187.32964365115004 163.12111328040001 190.92966541395 62.036171360100006 22.217208590350001 61.987779113750001 22.744946812400002
decision_type=2 2 2 2 2 2 2 2 2 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 8 21 -6 -7 -8 -2 -9 13 19 20 -1 -15 16 -16 -17 -19 -12 -13 22 23 -4 -23 -26 -27 -28 29 -24
right_child=2 -3 4 -5 5 6 7 9 -10 -11 11 12 -14 14 15 17 -18 18 -20 -21 -22 24 28 -25 25 26 27 -29 -30 -31
leaf_value=-0.00047582818515475218 -0.0011362236194315306 -0.022519875419428823 -0.00031947546244754971 0.076956998746791364 -0.060521896312347882 0.067645504207123092 -0.044670615047345513 0.10064050576925548 -0.076307098340407872 0.01964294457052888 -0.0037971306482342546 -0.094828811314244171 0.075189494786271335 0.096991325006108978 -0.052052833038617498 -0.0010395759098329874 0.073216882637826053 0.066070278419991427 -0.079208902799765835 0.084385545990145139 -0.010509880679204588 0.021474161285724692 -0.021329844571257306 -0.03484516047287127 0.014798119718517626 0.0004692517957484474 0.0050230430426563902 -0.029786985484509101 0.0060337641784188574 0.0016454424545657095
leaf_weight=36.524793533090531 0.063925257767549648 0.56591046680568879 1.1100380320178791 0.23300357092375634 0.097992916179692524 0.29523328665527515 0.15743970318726497 0.074700385506730527 0.098092578624346061 0.053358760254923254 0.15319421036488456 0.12602303630478673 0.026307115564122796 0.15415543044878066 0.062133794327905889 0.50166202307975993 0.1757372209103778 0.026730254215635796 0.11973492783363326 0.03322046903014142 0.0320257213918409 0.82321301235060662 0.80904479603771084 0.81413865655787265 1.2775509277998933 4.1466854235668507 0.53441576403565683 0.64518781149272542 2.7923826520063812 1.5513812885801597
leaf_count=2785 11 17 19 34 39 25 33 6 35 40 634 58 10 15 124 22 33 8 92 25 83 27 62 46 20 156 6 51 66 51
internal_value=-9.30312e-06 -0.000567934 0.00137139 0.0262605 0.000723836 0.0229453 0.0370296 0.00536983 -0.0466479 0.066891 -0.000240464 -0.0218128 -0.05592 -2.75418e-05 0.0157139 0.00157244 0.0404954 -0.0127128 -0.0526951 0.0119177 -0.0777431 -0.000316032 -0.00375569 -0.0149276 0.0029615 0.000653769 -0.00273886 -0.0140164 0.000416178 -0.00622942
internal_weight=54.0794 38.5016 15.5778 0.395021 15.1828 0.678725 0.580732 0.285499 0.162018 0.128059 37.9357 0.370771 0.184356 37.5649 1.04015 0.885998 0.237871 0.648127 0.146465 0.186415 0.158049 14.504 7.07699 1.92418 7.42705 6.60384 5.32629 1.1796 5.15281 2.36043
internal_count=4633 3906 727 80 647 143 104 79 46 46 3889 810 151 3079 294 279 157 122 100 659 141 504 244 65 260 233 213 57 179 113
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=17 17 15 18 4 3 12 8 8 4 15 2 7 9 7 14 15 12 12 7 2 5 15 16 5 7 16 17 19 12
split_gain=0.00393466 0.0534439 0.187936 0.0341529 0.0139594 0.0452589 0.0182615 0.0122311 0.0111882 0.010732 0.0407932 0.0101762 0.011208 0.0730852 0.0317087 0.0199821 0.0228461 0.00890436 0.0324304 0.0642597 0.175424 0.0233581 0.0603254 0.0599502 0.0380916 0.0271558 0.0642967 0.0600902 0.0254369 0.0220972
threshold=182.37451917730002 183.58889821140002 21.881081380950004 12.880535946600002 143.58239362595003 87.399085362750014 82.088033630950022 9.3427090425500019 8.6432548896500023 258.0058769042501 25.852338405700003 59.078594408600004 22.172877373800002 185.00606802455005 21.946499523750003 227.64501646235001 22.248428019100004 106.27865197405002 114.82338089645002 25.198021589200003 84.740378741850009 17.640922824350003 24.474073043650005 20.394952307700002 17.687678651600006 22.398098708400003 22.654947022900004 198.26219854015002 12.551012654050002 131.68113967665002
decision_type=2 2 2 2 2 2 2 2 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 -7 9 -8 -11 -3 13 14 15 -13 -17 21 19 20 -19 22 28 24 -23 -25 27 -27 -14 -20
right_child=1 11 3 -5 6 7 8 -9 -10 10 -12 12 17 -15 -16 16 -18 18 29 -21 -22 23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.10067685130749869 0.0096969026284462398 -0.012094457154038627 -0.038149854042117244 -0.10689149661395703 -0.054264070920402446 -0.040528914289231943 0.0015563919066387466 0.029169146251751699 0.01459345660298189 0.0050578056257612218 -0.08723427837381563 0.069621167682345275 0.019081800993885477 0.086774233009542498 -0.092891912712179101 0.05015170117758444 -0.10037556660860183 -0.0027733500339692388 0.0065741251254318352 -0.00022557268028834448 -0.094968014080452398 0.00061121067134677499 0.042816143397938961 -0.0035927798332658135 -0.03375736428259684 0.078940444988230093 0.0042628399245282144 -0.0056872044144497223 -0.0063406667608501936 -0.00051096508193225931
leaf_weight=0.059412032365798839 0.58733015973598313 0.66945581851359648 0.10691860783845186 0.22305804689175091 0.058127013285826368 0.055962749895115849 5.6770499743088232 0.045770937285851687 0.6400936100494049 0.17695650696907517 0.065662483159755425 0.033084851565034046 0.6248994721657789 0.098662562778372376 0.047455997950692108 0.017858162971173819 0.023157792809683997 0.65814729451085385 5.1236284983907856 2.0115828359421357 0.3006707819604344 0.58489297330379508 0.49350324773695309 1.1289966587210076 0.71878758022171496 0.26349184275022697 1.0455244169570503 0.12310281489044428 1.0632131775535638 31.253150469052997
leaf_count=5 47 63 19 48 15 27 802 21 61 389 56 11 26 18 37 40 45 20 299 20 55 4 34 28 51 49 8 17 29 2289
internal_value=-5.00561e-06 -0.000328561 -0.0242303 -0.0846179 0.00224782 0.0313282 0.00153972 -0.00917111 0.0020342 0.000676171 -0.0199202 0.000145158 0.000324794 0.0228301 -0.0290706 0.0118021 -0.0348367 0.000215613 -0.000333417 -0.0103801 -0.0316842 0.00378844 0.0120611 -0.00088133 -0.018338 0.0080046 0.0171473 0.0519926 0.00307013 0.000486962
internal_weight=53.9796 47.2006 0.917307 0.329977 6.77904 0.161146 6.61789 0.101734 6.55976 5.91967 0.242619 46.2833 45.6138 0.220219 0.121557 0.0741008 0.041016 45.3936 39.3472 2.9704 0.958818 6.04641 2.18162 3.8648 1.30368 2.56112 1.43212 0.386595 1.68811 36.3768
internal_count=4633 3257 114 67 1376 53 1323 48 1308 1247 445 3143 3080 151 133 96 85 2929 2683 95 75 246 89 157 55 102 74 66 55 2588
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=0 6 13 12 5 3 2 18 17 17 6 15 17 10 10 16 7 10 7 4 9 9 12 6 15 5 17 9 12 18
split_gain=0.0043136 0.0463396 0.0907721 0.0557376 0.018141 0.0487287 0.016061 0.0160149 0.0556146 0.0149883 0.100042 0.0395004 0.0254113 0.0395147 0.0217005 0.103773 0.014389 0.0538731 0.0224201 0.0535438 0.0191157 0.0295213 0.0264106 0.0420947 0.0176119 0.0263529 0.0970697 0.0260757 0.0207319 0.0400735
threshold=86.345209775600011 16.375382608200002 117.39690118230001 121.79144674955002 20.315138807500002 93.345954747300013 127.74713841330002 13.304953393500002 189.44392401325004 195.81403325600004 16.565387047600002 43.153128509050006 193.09202135800004 61.93938686740001 62.079186690200011 22.604947139800004 23.209106085000005 61.998532946250002 23.322419822750003 288.62150107035001 189.68479361675003 197.89372115420002 144.66294237600002 15.745367888000002 45.102215827400009 21.950234501100002 195.14561408000003 203.09362050815002 258.77736187310006 14.549241649450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -5 8 -2 12 11 -11 14 -14 -7 -16 17 -9 19 -18 22 -22 -19 -24 25 28 -27 -28 -20 -30
right_child=7 4 -4 6 5 9 -8 16 -10 10 -12 -13 13 -15 15 -17 18 20 24 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.10093175312178669 0.00052022304714823095 0.015453670004416484 -0.1017182020659804 0.099948553474373758 -0.046951583975836063 -0.001888550138031255 0.017503093883083149 -0.072083822336773004 0.030573756662247549 -0.10289432496273142 0.062872378479852026 -0.019069236659561541 0.076942955729134732 -0.001580051088985935 0.087726809901044367 -0.0038242144672689764 0.051634232932359386 -0.0025450289155669781 -0.00022430590950266489 -0.0027264810572386815 -0.024589457273977322 0.0011687642558421893 0.0045891982623370324 0.0944635371114525 -0.016058701557087936 0.038626345703168093 -0.017808083236209242 0.0064188514287224011 -0.10153159293418663 -0.0086034644869673969
leaf_weight=0.030335148458884187 2.9715801431218547 0.65984621911775221 0.13133902988550972 0.043031666789829615 0.23210463231953227 11.641125215330783 0.052403419545843377 0.12186552832918041 0.77667527558514837 0.10620911441219583 0.09709059682951704 0.11942566426363399 0.10820721533673427 0.15717236444606897 0.15767280756333235 0.57649084434845577 0.28607066964195738 0.56462916916491712 28.806738190073645 0.49422432942901651 0.76876132569736899 1.0563130537630057 0.13971912346863746 0.083115608897060156 0.66481662727164703 0.81718315624539117 0.70681207185043593 1.1960036597633914 0.057846332495499975 0.2346155687453404
leaf_count=88 93 35 52 7 16 800 71 9 37 14 30 41 18 41 70 16 40 67 1929 15 44 17 236 5 58 23 31 73 21 636
internal_value=-6.35136e-06 -0.00150825 -0.0435736 0.0171455 -0.000727653 -0.00153681 0.0546777 0.000526908 0.00674761 -0.000723673 -0.0220043 -0.0585268 -0.000180362 0.0304373 -0.000836937 0.0158378 -0.000120804 -0.00709397 0.000452407 0.0172032 -0.00406243 -0.00968116 0.0089599 0.0381116 5.00385e-05 0.000386608 0.00979956 -0.00258039 -0.000493253 -0.0269838
internal_weight=53.8594 14.1125 0.257109 0.12577 13.8553 13.1955 0.0954351 39.747 3.74826 12.9634 0.322725 0.225635 12.6407 0.26538 12.3753 0.734164 35.9987 2.7344 33.2643 0.780295 2.61254 1.82507 0.787464 0.222835 32.484 31.8192 2.72 1.90282 29.0992 0.292462
internal_count=4633 1299 218 166 1081 1046 78 3334 130 1030 85 55 945 59 886 86 3204 378 2826 55 369 61 308 241 2771 2713 127 104 2586 657
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=6 10 10 6 16 12 5 15 5 6 5 0 10 19 2 18 13 0 6 10 7 13 17 17 7 17 5 2 17 2
split_gain=0.00492413 0.0243991 0.0303476 0.0156733 0.0922785 0.0896275 0.093993 0.0664655 0.0648163 0.0543755 0.039882 0.104218 0.0668339 0.0376535 0.0299008 0.0285581 0.0479163 0.0458317 0.0220279 0.0207879 0.045495 0.0177913 0.0172202 0.0182865 0.0152668 0.013763 0.0136195 0.0492559 0.010703 0.0105538
threshold=16.455384477450004 61.821094709650005 61.740440965750004 16.245379570700006 22.454947490600002 102.11013250220002 21.757682542950004 42.33967733730001 22.127107789600004 15.635365317800002 20.971847224900007 89.057864029250013 63.452988794850008 14.051133688400002 316.46407472665004 13.713893333650001 117.69263157665002 86.538778761000017 16.375382608200002 62.025417527550012 22.721067571950005 117.51519334005 199.24932835515003 167.17143786700004 23.365573965200003 186.34046889365004 21.191508333600002 105.39281967610002 204.73764675200002 199.01127796720002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 28 8 10 22 29 -12 -13 -14 -9 17 21 18 -6 24 -21 -17 23 -10 25 -20 27 -2 -7 -3
right_child=26 3 -4 4 15 6 -8 14 9 -11 11 12 13 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.024718588843335745 -0.0012245555501172838 -0.00029792718801863676 -0.10424571030066983 -0.039010219453758627 -0.018623368952664077 0.099339479963663713 -0.023611548929620765 -0.078011184488317162 -0.10026320391108522 0.09574470613157926 -0.084162717898877637 0.092444507302874776 -0.10089153202484227 0.001813717146682335 0.013141960900088654 -0.07264565974864727 0.0010326464076880386 0.015175330873154015 -0.00045629644921659114 0.028167163006955615 -0.0010443532148371878 -0.018811557852219378 -0.10076581921639619 0.040099116269459611 0.0057808873646537987 -0.01606774699707984 0.00016242915561760717 -0.029263176689788645 0.056955541857603931 0.012684691854335609
leaf_weight=0.029384579138748701 3.4363186246537127 23.848849409539266 0.048139885009732097 0.1032566485228007 0.63401290674971367 0.25771406083367765 0.093998103868216276 0.15818508720175728 0.011377868400615276 0.1284101393682584 0.20131182002296455 0.072382446902338415 0.043985295253264667 0.18941499092466074 0.04658414580489989 0.15780386924388246 0.51754126790910959 2.4347785820718855 1.05592936996618 0.76683783291798624 1.7495953333509815 0.10047719916838105 0.016497414218786588 0.050381277188307649 1.0492699702153911 1.2139199086764163 13.852577936020328 0.76624138014449261 0.077496987418271601 0.64304360157704721
leaf_count=53 74 1712 3 14 56 83 10 41 89 27 24 14 70 29 43 25 6 28 20 50 33 29 9 56 6 37 970 53 10 959
internal_value=-4.51133e-06 0.000676125 -0.0553636 0.000798081 0.00410674 0.0446368 0.0647601 -0.000531692 -7.07191e-05 0.0557017 -0.00053179 -0.0282902 0.00849348 -0.0175415 -0.0572742 0.00187735 -0.0165237 0.0034806 -0.000920629 0.00100271 0.00785733 -0.051703 -0.0100044 0.0142402 -0.0041942 -0.00880533 -0.00135034 -0.00633676 0.0895408 4.29362e-05
internal_weight=53.7557 35.7006 0.0775245 35.6231 10.2126 0.532466 0.429209 25.4104 25.2057 0.206667 24.999 0.507095 0.305783 0.2334 0.204769 9.68017 0.775822 8.90434 6.46957 5.83555 2.51643 0.258281 0.0782566 0.0617591 3.31912 2.26985 18.0551 4.20256 0.335211 24.4919
internal_count=4633 3536 56 3480 407 117 103 3073 2989 181 2808 137 113 99 84 290 60 230 202 146 83 54 154 145 63 57 1097 127 93 2671
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=10 5 7 7 18 5 15 18 18 8 9 8 15 0 16 3 5 15 9 15 7 9 9 0 12 6 19 6 7 19
split_gain=0.00441864 0.0270851 0.0175686 0.0289427 0.00814573 0.0153618 0.0122904 0.00904665 0.0110543 0.00653557 0.00568869 0.0106371 0.00665876 0.0056344 0.00518673 0.00618545 0.0550757 0.0458622 0.0317621 0.0271576 0.0379495 0.0139659 0.0192267 0.00992916 0.0122649 0.0104937 0.0337755 0.0188906 0.0139213 0.0449213
threshold=60.87206898960001 28.543718473100004 21.698399695800003 20.869210126600006 11.207537862500002 29.110986871100003 30.632308446700005 11.780626785300003 11.890615410500002 3.4473097536500004 187.55294863440002 8.3434888241000014 15.166667628900003 71.144667506050013 22.764946765650006 93.915907870950022 22.533652790000001 36.136500007950012 188.08209940425004 43.79812286300001 23.736034462250004 185.62570708695003 190.36745536595001 85.769879735700016 111.22210529245002 16.625388449550005 14.451165964200003 16.575387281250006 22.375171215700004 14.251149826300002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 7 13 -9 -10 11 12 -1 -7 15 23 17 18 -17 21 -21 -18 -23 24 -2 27 -27 28 29 -25
right_child=14 2 -4 -5 5 6 -8 8 9 -11 -12 -13 -14 -15 -16 16 19 -19 -20 20 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.047970615110094594 0.00063528417354142869 0.086601984615699637 0.10010837700106426 -0.10064249205495755 -0.10049574681760516 0.006779687877275925 0.099209378469393067 0.063734756413512506 0.052013654898420261 -0.10020736685642262 -0.10039361280796644 0.10004422834915767 -0.1001466550626893 -0.10051136292871557 0.0087260218944524136 0.075141590224684918 -4.3336456952603379e-06 -0.1013893619094926 -0.10079964803282658 -0.079434867289737449 0.055987870769421126 0.075188611937869021 -0.00020219742471110094 -0.0076771981389784976 0.01717988330993853 -0.015117220528866025 0.055191225492270818 -0.017113814517918283 -0.0001384452290060185 0.075236968648118269
leaf_weight=0.0038241432425939461 1.1101119574159373 0.014956333227601704 0.018093319260515273 0.025463303703872953 0.011595653619593804 0.008745206753360435 0.016591755930193131 0.028266404691748903 0.0042571065459924293 0.0083584759157147026 0.033056042197131319 0.0046175677562132469 0.014711247877585265 0.011116437260511702 0.68087122723227267 0.031624084133408448 1.3805039628075402 0.10259234445402399 0.015188681359319389 0.087608486287798715 0.02709211246394716 0.06115463445894409 0.075700441542721819 0.18215695185278846 0.75134160281822904 0.13913506804715225 0.13425668052514084 0.65432415305985969 47.910177515695366 0.10189284055377357
leaf_count=19 22 66 7 14 25 33 12 32 7 52 55 4 133 14 33 71 185 21 10 95 27 9 40 251 41 31 28 23 3244 29
internal_value=-2.21525e-06 -0.0147041 0.00781283 -0.00509729 0.0183213 0.00683793 0.0229315 0.00209669 0.0289956 -0.0488406 -0.0737692 -0.0357568 -0.0695877 -0.0532704 5.38058e-05 -5.80994e-05 -0.00585024 -0.0639637 0.0180564 -0.000530309 -0.0474482 0.00301632 0.0334867 0.00014429 0.00731321 -0.000127373 0.0194097 -0.000236717 -7.57937e-06 0.0220653
internal_weight=53.6494 0.203653 0.147444 0.129351 0.103887 0.088931 0.0773354 0.0607436 0.040882 0.0126156 0.056209 0.023153 0.0185354 0.0198616 53.4457 52.7649 1.78146 0.149405 0.0468128 1.63206 0.114701 1.51736 0.136855 50.9834 1.86145 49.1219 0.273392 48.8486 48.1942 0.28405
internal_count=4633 473 262 255 241 175 150 138 91 59 211 156 152 47 4160 4127 458 102 81 356 122 234 49 3669 63 3606 59 3547 3524 280
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=3 8 16 19 8 9 17 15 2 17 5 2 5 6 16 13 2 17 7 2 13 8 18 17 16 15 13 17 18 2
split_gain=0.00549565 0.0263849 0.00837061 0.00754116 0.00739989 0.0106256 0.00952248 0.00496766 0.00623201 0.00534812 0.00623027 0.0114789 0.00593327 0.0044238 0.0160924 0.0334773 0.0306821 0.107271 0.0507546 0.0213745 0.0608721 0.0564453 0.0276768 0.0259525 0.0239497 0.0645513 0.0475975 0.0454455 0.0243364 0.0193643
threshold=76.190903416900014 7.1444245619500011 17.874958200600002 9.4507625164000029 2.2482454915000001 79.152871027700016 243.29790314680005 19.198394745150004 323.30468295165002 201.39543491635001 2.7155367820000005 203.29256851545003 4.9923198389000012 16.455384477450004 22.644947046300004 117.54207792135001 90.828344481500011 203.65799419860002 23.109894804950002 211.60292443180003 117.63886241405002 8.4434108459500017 14.122113655700002 207.11089388870002 16.024962526700005 35.645792850250011 102.54048155345002 202.45551457875004 16.922055371600006 206.22726210890002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 9 -9 10 -5 -12 -13 14 19 -16 -17 18 -18 29 21 24 -23 -24 26 28 -21 -27 -26 -2
right_child=13 2 -4 4 5 6 -8 8 -10 -11 11 12 -14 -15 15 16 17 -19 -20 20 -22 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10006552754284209 0.00024268805990199495 -0.10024865785778928 0.054345598126081168 0.067508375380856175 0.095614309057291721 -0.10005409396867027 0.057212007309902883 -0.10015924921740844 0.055937711436606745 -0.10003662863136631 -0.10004626352272442 -0.044123491279965621 0.053711303731564256 -0.0012234224102692821 -0.0037221060246779136 -0.00083424282896800818 0.026496620235007276 -0.00067608018668342351 0.098814847064267672 -0.017318047322017679 -0.10174134506370687 -0.10208985917171179 0.030020156316369659 -0.066237386216191227 -0.10104365300740498 -0.0073039378441510996 0.078957861729346587 0.054522631993290382 0.022172984982803609 0.017061769628909398
leaf_weight=0.0063323936955591567 30.702868533017512 0.038482782733188614 0.0038531205864273934 0.015910040615693788 0.020878931143670343 0.0070007208393008122 0.0085553114281538001 0.010138975238248804 0.0034204860948534596 0.0043858640033533893 0.0098637440812012755 0.0088359138740088383 0.02076968471010332 18.014122731060226 1.2613601173967475 0.51573654432286253 0.16686663876680541 0.51004377762728836 0.23193614208139479 0.099287515342217914 0.071991291850281303 0.079608398539448788 0.048705914008678519 0.065917958781938069 0.086987188745553112 0.60895986735524588 0.10635988632259341 0.14773067061764777 0.019650452623409365 0.70014694497262908
leaf_count=218 1637 332 5 73 15 82 22 75 14 126 111 39 28 1097 72 5 35 7 23 136 21 17 17 25 127 86 41 69 36 42
internal_value=-2.66364e-06 -0.0186 -0.0861786 0.00604423 0.012166 0.0490007 -0.0135629 -0.00613708 -0.0607825 0.00626081 0.0146792 -0.00661615 0.0245121 5.24717e-05 0.000701298 0.00814244 0.0186476 0.0297028 0.0685555 9.08033e-05 -0.012301 -0.00720367 -0.0567943 -0.0253357 0.00180692 -0.00549841 0.0324754 0.00476662 -0.0783381 0.000617678
internal_weight=53.5967 0.158428 0.0423359 0.116092 0.10976 0.036435 0.015556 0.0733247 0.0135595 0.0597652 0.0553794 0.0394693 0.0296056 53.4383 35.4242 2.68594 1.42458 0.908847 0.398803 32.7382 1.3352 1.26321 0.194232 0.114624 1.06898 0.863328 0.205647 0.756691 0.106638 31.403
internal_count=4633 1140 337 803 585 119 104 466 89 377 251 178 67 3493 2396 142 70 65 58 2254 575 554 59 42 495 318 177 155 163 1679
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=19 16 6 8 9 16 3 4 15 10 16 18 7 18 17 3 13 8 17 19 7 15 10 16 18 7 16 9 9 15
split_gain=0.00484806 0.0268507 0.0661759 0.0519444 0.0409282 0.0215443 0.0141298 0.0195738 0.0282646 0.0656207 0.0134858 0.0450236 0.181105 0.0963919 0.135844 0.0593125 0.0288273 0.055504 0.0317989 0.059362 0.0283622 0.0178106 0.016446 0.0141354 0.0284778 0.0345828 0.0886064 0.131466 0.0288689 0.0217862
threshold=14.451165964200003 22.564947233300003 16.485385178400005 8.543332867800002 194.82237869650001 22.594947163200004 94.109476856350014 278.29044475435006 37.050691080100002 62.057679025150001 22.534947303500005 13.713893333650001 23.666491602800004 13.552878921100001 189.5403704096 87.399085362750014 113.98793627290001 8.3434888241000014 189.31980273685002 14.051133688400002 20.797746106000002 39.203018015350004 65.036490633650018 22.624947093000003 13.037923179150001 23.276000438150003 22.574947209950004 201.16241229375001 191.61296531520003 40.042228346200012
decision_type=2 2 2 2 2 2 2 2 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 7 8 -7 -10 11 12 13 14 15 -1 17 18 19 20 22 -13 -17 24 -12 26 -26 28 -28 -27
right_child=1 5 -4 -5 -6 6 -8 -9 9 -11 23 21 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.081390377622676022 -0.054435772945896833 0.020386763791116511 0.006246166544635539 -0.089052324820439371 0.025368884301068623 0.0032131496741418194 -0.01049828773339594 -0.0037362779147979818 0.059823328325836735 0.004508270410541723 0.0067982025111532861 0.00017674447251946613 0.10198313777407418 -0.085271989056600328 0.08657453342586266 -0.031877956809207526 0.0037440884987110165 -0.092498837085935703 -0.10442160371882409 0.10029650243038127 -0.10081539937097837 -0.017902633609864656 0.060531995549434982 0.00031483518614648843 0.001339417443581397 -0.0073239231594433634 -0.051970718107841964 -0.0068899740425074881 -0.10307165892460311 0.0055477103525556123
leaf_weight=0.090748047014367894 0.13371353332013203 0.77986404101248741 0.7342146416194737 0.15706948494334938 0.1237288361062383 2.2990184094524015 0.71321025471252131 1.829854650835159 0.32890125801441161 0.61638314300830643 1.727943466889317 21.966445394007685 0.21300698599225132 0.11095300484786275 0.21114132029560995 0.045042126016871076 1.6758154717424103 0.096202900866046548 0.025211783414391675 0.055903206592120114 0.034771897685483388 0.55875462413109644 0.033643241169215798 10.411436228412411 1.0696817984571665 4.675200197054437 0.19960495046871063 0.53731040330603719 0.24779994357095347 1.8295483747688193
leaf_count=37 18 46 48 23 23 58 123 123 37 26 31 2649 8 49 86 202 378 10 5 8 107 59 32 259 22 49 22 5 22 68
internal_value=-2.30451e-06 0.00231665 -0.0117881 -0.0437318 -0.016081 0.00478382 0.00268128 0.00453376 0.00919824 0.0237545 -0.000392842 0.00116459 0.0136445 0.0057364 0.0101877 0.00234823 -0.00129916 -0.0303648 0.000356372 0.0159541 -0.0256035 -0.000271728 0.00763346 -0.00228278 -0.0049118 -0.00727585 -0.0185865 -0.0402317 -0.0802735 -0.0037036
internal_weight=53.5321 7.71596 1.14873 0.414512 0.257442 6.56723 5.78737 5.07416 3.2443 0.945284 45.8162 25.1176 2.59244 2.37943 2.26848 2.05734 1.96659 0.290775 0.194572 0.16936 0.113457 22.5252 0.0786854 20.6985 10.2871 8.55915 2.0544 0.984715 0.447405 6.50475
internal_count=4633 525 112 64 41 413 367 244 121 63 4108 3630 922 914 865 779 742 364 354 349 341 2708 234 478 219 188 71 49 44 117
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=19 5 10 6 16 13 0 9 16 15 18 16 10 8 16 7 18 0 19 18 0 18 2 9 9 9 18 9 6 13
split_gain=0.00393885 0.0276236 0.105423 0.0220544 0.0403359 0.0630277 0.0445883 0.0374497 0.0719323 0.0148084 0.0333873 0.0115046 0.0317461 0.0667868 0.0223794 0.0330789 0.0867139 0.0233641 0.0209861 0.0154328 0.108056 0.0360614 0.144837 0.0226044 0.0683043 0.0674975 0.158326 0.0566682 0.132911 0.0597155
threshold=14.451165964200003 20.201591378100002 64.630533455950015 16.425383776450001 22.634947069650003 117.39690118230001 86.692020874450009 191.96565807215003 22.654947022900004 35.133229767950006 13.602243858600003 22.584947186600004 61.966271448700006 8.4434108459500017 22.624947093000003 23.393539929150005 13.023955459300002 86.538778761000017 13.851117550450002 13.552878921100001 86.420486603250012 13.391483899700001 193.30716668855004 196.40176798710004 197.47612518640003 194.29956510785004 14.032563378150002 193.49750438550004 14.965349663000001 109.58961877145002
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -7 8 -5 -9 -11 12 13 18 15 16 -13 -18 -1 21 -21 -14 -23 25 -25 27 -27 28 29 -22
right_child=1 3 -4 7 -6 6 -8 9 -10 10 -12 14 19 -15 -16 -17 17 -19 -20 20 23 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0083789361244592606 0.079577713131371422 0.0079381718754269349 -0.044214392623007713 0.065595518004988404 -0.00072203678601581115 -0.10245658029459587 -0.012864346405566482 -0.01360273325218446 0.0050299628319532804 -0.0019181745632274754 0.021924176085818044 0.0046742188344680745 0.0021657102020713375 0.10090295760985249 0.00028340299496851451 -0.00061989830028688338 -0.042473933047422467 -0.016828410928519961 -0.10147160113547389 -0.097231036765977219 -0.0016452795155324211 0.093013630376874101 -0.0039005145659460035 0.037729924571797552 0.00039740395193183019 -0.0053887942181586532 -0.105020786537892 0.08062528955601439 -0.1031178269814185 0.063843352045895571
leaf_weight=0.087436079235859832 0.18010008720739179 0.18874468025751445 0.11131268377175729 0.27285975414361008 1.6291108987061305 0.15055078079343787 0.08803076553158462 0.64821471588220436 0.69705276127206162 2.9818661081114901 0.73139241515309539 1.1587038706190953 4.6204688334372372 0.095928046852350235 10.409641280649451 3.1908277416860074 0.86356091522020484 0.60350984940305352 0.021709007134262492 0.1150131927957635 3.0377692653819399 0.22377696242483569 0.49602194808944766 0.5029622538340871 19.144855989565155 0.57744460401590902 0.22036628536886838 0.083805837985892029 0.1266132119562825 0.14592562755569805
leaf_count=373 47 30 26 31 55 38 26 49 57 112 54 23 352 4 259 61 39 9 71 33 1298 93 25 43 1300 20 62 17 16 10
internal_value=-2.0117e-06 0.00209362 0.0322921 0.000902445 -0.0078949 -0.0352403 -0.0693992 0.00429578 0.0220685 0.000343449 0.002778 -0.000353951 0.000822435 0.0400306 -0.00249268 -0.00746087 -0.015774 -0.0319241 -0.0134704 0.000547967 -0.000535737 0.00540912 0.0262289 -6.92377e-05 0.00135307 -0.00673571 -0.0329085 -0.000583601 -0.00263954 0.00135641
internal_weight=53.4056 7.67924 0.291413 7.38782 2.05644 0.427326 0.238582 5.33139 0.969913 4.36147 3.71326 45.7263 29.5001 0.205073 16.2262 5.8166 2.62577 1.46707 0.109145 29.295 23.9548 5.34027 0.719799 23.8397 19.6478 4.19192 0.797811 3.39411 3.31031 3.18369
internal_count=4633 525 73 452 149 94 64 303 88 215 166 4108 3717 448 391 132 71 48 444 3269 2799 470 118 2766 1343 1423 82 1341 1324 1308
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=3 8 13 9 9 18 10 0 13 13 8 7 15 9 6 16 13 2 17 7 2 13 8 18 17 16 15 13 17 18
split_gain=0.00482818 0.0240985 0.00756646 0.00769499 0.00864472 0.00502645 0.00745434 0.00643668 0.00681597 0.00567812 0.00557513 0.00619347 0.00625778 0.00468903 0.0045143 0.0122679 0.0282752 0.0259683 0.0922111 0.0518099 0.0175976 0.0535902 0.0464798 0.0268357 0.0213409 0.0209929 0.0562539 0.0414908 0.0396205 0.0229218
threshold=76.190903416900014 7.7439566930000003 96.789869612400011 72.978853106700015 58.084576609100004 15.064837217800003 82.299080289250014 104.22883325935001 89.208417684550014 75.758061657900015 0.84933718570000016 23.883283491600004 12.38011581135 210.25104900155003 16.455384477450004 22.644947046300004 117.54207792135001 90.828344481500011 203.65799419860002 23.109894804950002 211.60292443180003 117.63886241405002 8.4434108459500017 14.122113655700002 207.11089388870002 16.024962526700005 35.645792850250011 102.54048155345002 202.45551457875004 16.922055371600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -11 -12 -13 -5 15 20 -17 -18 19 -19 -2 22 25 -24 -25 27 29 -22 -28 -27
right_child=14 -3 -4 13 -6 6 7 8 -10 10 11 12 -14 -15 -16 16 17 18 -20 -21 21 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.078153151381979868 0.00064442249418565373 -0.10025218259115619 0.071152663036021566 -0.10007867901960277 0.08116554421873276 -0.10013363761453663 0.077126263056723016 -0.1000460086583695 -0.085238704108793417 -0.1000642654463422 0.096224755778034535 0.044609931121632918 -0.063093642376155709 0.022981477682964102 -0.0012433769756933053 -0.0036300690911720366 -0.00082159813400442452 0.023187927873665713 -0.00016207860830688158 0.098238201988697677 -0.015301993139117726 -0.10148123164920422 -0.10176616986492822 0.027223547870676813 -0.061473267361414008 -0.10094124243218804 -0.0072132994563295656 0.07616094108774063 0.051544411214685996 0.020062722072384617
leaf_weight=0.0061672639021715927 31.241727802463824 0.028730512245829232 0.013894481711758999 0.012548002873314701 0.012575832137372345 0.0091539925236929776 0.0085440465572901303 0.0047565195368761684 0.011297416738500488 0.0036948852127807177 0.0097337059164601669 0.013213950264983509 0.0091163747364930714 0.0041106814299780572 17.931666215740336 1.2609799724975794 0.5158682030305497 0.16431519724665122 0.51172911887988448 0.20895574102178216 0.098607634776171293 0.062661242585818289 0.070359162033582723 0.048172875703244245 0.06209079542895779 0.078284727312322389 0.60815281651816022 0.099790443891834002 0.14145227713015629 0.019567901365007856
leaf_count=12 1679 134 21 237 11 83 26 193 93 63 11 90 78 88 1097 72 5 35 7 23 136 21 17 17 25 127 86 41 69 36
internal_value=-2.13705e-06 -0.0180671 0.00180723 -0.00737677 0.00438961 -0.00836864 -0.0160452 -0.00329195 -0.0165531 0.00259938 0.0162529 0.0296566 0.000639853 -0.0697125 4.80333e-05 0.000706043 0.00723307 0.0170114 0.0274064 0.0652008 0.000171966 -0.0112778 -0.00666927 -0.053513 -0.0227227 0.0014208 -0.00543424 0.0307021 0.00387442 -0.0767437
internal_weight=53.2719 0.147538 0.118807 0.104913 0.088254 0.0756782 0.0695109 0.0603569 0.0518129 0.0405154 0.0357589 0.032064 0.0223303 0.0166587 53.1244 35.1927 2.66185 1.40087 0.885 0.373271 32.5309 1.28914 1.22648 0.180623 0.110264 1.04586 0.847458 0.198398 0.749605 0.0978526
internal_count=4633 1140 1006 985 660 649 637 554 528 435 242 179 168 325 3493 2396 142 70 65 58 2254 575 554 59 42 495 318 177 155 163
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=15 5 0 5 6 3 17 15 18 15 7 10 0 6 0 0 18 7 6 6 18 10 17 2 17 18 18 0 15 6
split_gain=0.00403172 0.0177485 0.150034 0.0507411 0.030195 0.096393 0.0337994 0.0288975 0.0186199 0.0172066 0.046196 0.0189275 0.0234004 0.0139963 0.044791 0.0135885 0.0661264 0.0598742 0.0465123 0.0211777 0.0227006 0.0211264 0.0147691 0.0403002 0.0264076 0.0302909 0.0268364 0.024335 0.0242526 0.094558
threshold=37.882159664350006 20.911722254300006 87.380266155850009 21.990725385850002 16.425383776450001 93.077108934250006 193.94976740385002 34.139075990150012 13.876389391100002 35.929665612950011 22.626138143200006 63.910026677050006 85.823648898300021 16.605387982250004 85.968825637350008 87.261973998100004 13.956123578150001 23.032419884600003 15.745367888000002 16.375382608200002 13.546420092050001 63.452988794850008 188.27285108100003 156.97960885415003 189.00567661160002 13.24088655595 13.344136431100003 85.882794977150013 38.469938489650012 16.425383776450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 8 5 -3 -7 -5 -4 10 11 12 -6 14 -1 19 17 -17 21 20 -2 -18 27 28 -25 -26 -27 -21 -24 -30
right_child=15 2 3 7 9 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 18 -19 -20 22 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=-0.053266107551362588 -0.024379786204668755 0.098539153553435843 -0.10583858211195055 -0.04596397279635233 -0.0080360904187078037 0.014386607269012093 -0.10326577835904954 0.085798295855217283 -0.048315602875096592 -0.0020694516320874704 -0.10249209045645893 -0.10117999831744091 0.10015035816006966 0.014753946329447471 0.00043175940493105411 -0.0064050709733067179 0.0069780506160337695 0.075009229128162769 0.0053210436125571319 0.00012029017776171156 0.0023396515197009566 -0.08656334691034813 0.0019164929339111705 0.020858568433935517 -0.020877526626365162 0.01924930317814896 -0.00088574653143927244 -0.018826972766220564 0.00036222650035968933 0.061939336212444775
leaf_weight=0.15620558353174274 0.68000726109954956 0.1128872603001122 0.19365845949073435 0.041693488267810608 0.10680592040156867 0.056491730827780362 0.043007209197092777 0.027705244137905538 0.079320906237853706 6.0670467803302017 0.063427842396777123 0.016576720182662541 0.024597412208095193 0.67037683843979223 27.95094646502794 0.14205310639226698 0.033036621491191909 0.24809393761097454 0.704446950025158 4.8922573708948667 0.59722916990722297 0.089702769555771056 0.56162304081953873 0.61866047609640862 0.67264733512479313 0.74684200412912094 5.8228090622540982 0.78688717287309362 0.55880351528321603 0.45036408942542039
leaf_count=25 58 9 36 50 494 151 9 6 33 136 14 39 6 35 2789 20 23 40 59 130 24 84 6 11 54 27 181 31 10 43
internal_value=-1.93753e-06 -0.000613945 -0.00519541 -0.0697133 -0.00179222 0.0352912 -0.0364672 0.00663794 -0.0891239 -0.00304667 -0.0310913 -0.000487193 0.0122153 0.000473923 0.000133333 0.00123598 0.0114294 0.0453662 -0.00457702 0.000478791 -0.0118859 -0.0613857 0.00152391 0.00394983 0.00102784 -0.000666164 0.00140322 -0.00250499 0.0185728 0.0278424
internal_weight=53.2162 35.6107 6.83322 0.342378 6.49084 0.212386 0.0994989 0.0693987 0.272979 6.27845 0.211408 0.14798 0.131403 28.7775 28.1072 17.6055 1.21733 0.390147 0.827186 16.3881 1.27724 0.122739 15.1109 9.43175 7.86096 7.2423 6.56965 5.67914 1.57079 1.00917
internal_count=4633 3832 983 125 858 169 160 56 69 689 553 539 500 2849 2814 801 226 60 166 575 82 107 493 332 273 262 208 161 59 53
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=6 6 5 3 13 16 13 16 5 15 6 2 16 18 7 0 7 5 7 7 16 17 3 7 6 6 6 13 7 15
split_gain=0.00407888 0.0128478 0.0795467 0.135517 0.0650659 0.115001 0.0711924 0.0595309 0.112351 0.043386 0.0696403 0.0332847 0.0187075 0.0494461 0.0918108 0.052654 0.0352754 0.0977579 0.0362917 0.0888817 0.0189313 0.109498 0.0628419 0.0177547 0.0138206 0.071143 0.0432356 0.126448 0.0135386 0.0109094
threshold=16.455384477450004 14.825346391850003 18.280220412300004 86.26455603170001 110.65693664925001 19.224955043700003 109.47132661375001 20.674951653000004 19.327153142150006 29.583625105200003 14.865347326450001 138.24741514690001 22.644947046300004 13.845746551550002 23.883283491600004 88.350799540950007 23.109894804950002 24.225659292200003 23.623818563000004 23.989000783400005 22.494947397000004 189.5403704096 89.993447458600016 24.374195395050005 14.785345457250001 14.745344522600002 14.545339849550002 109.96062599345002 22.721067571950005 42.968808980200009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 6 9 8 -6 10 -4 -10 13 20 -15 23 28 18 -18 -20 21 -9 -23 -16 25 26 -1 -28 -14 -2
right_child=29 2 4 -5 7 -7 -8 12 11 -11 -12 -13 16 14 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00052776507743346255 -0.0027943075707649 0.079908065988943858 0.097988743677006759 -0.025205645736004662 -0.043662317371468758 -0.10168057854348755 -0.070216134076516487 -0.0013014551556311765 0.036973693510888896 0.091465343275293057 -0.074997766489874704 0.092724449182264454 0.009442696306579141 -0.096235733307152405 -0.07436037127323418 0.031210728656928255 0.10090642143433957 -0.0020069607105528144 -0.035203969449720075 0.1002950873906967 -0.00069100308846912399 -0.0071365126874162535 0.1005360454346115 -0.0083480520226078894 -0.014005142296052004 0.063472770618226662 -0.095944058849699115 0.07902332138757967 -0.01150540966450587 0.002666876196594576
leaf_weight=19.779806398522052 12.775109839205848 0.3320461866605865 0.038618782428216369 0.19449629180599004 0.14411401923280109 0.16712935102987103 0.087657555054079239 1.1918920894968295 0.29061241808341265 0.085324599092700737 0.058562700246858501 0.16957633268337702 0.61253974863666305 0.15098707951256152 0.092211971455299135 0.19866429350804538 0.16045461350586254 0.53418350139691029 0.09129249444231391 0.10306237415352371 8.6186311943779064 0.07593222806463007 0.18943510949611664 0.072998656425625086 0.7811399605383248 0.17262627387188345 0.14693088675409072 0.057456528302282095 0.62160740421609262 5.1254261700353245
leaf_count=2418 884 43 6 25 29 26 16 28 36 18 57 27 33 20 15 38 10 15 10 34 191 12 75 30 36 34 226 6 22 213
internal_value=-1.4779e-06 0.000623231 0.00293578 0.0410808 0.00147564 -0.0364799 0.00385471 0.00272188 0.0333881 0.0394309 -0.00625495 0.0575175 0.00126429 -0.000453201 -0.0306805 -0.00347882 0.00983156 0.0250189 0.0657076 0.0366484 0.00109136 0.0116328 0.0697266 -0.0451927 -0.000954187 -0.000448422 -0.00100058 -0.046758 -0.00110831 -0.00123062
internal_weight=53.1205 35.22 14.282 0.526542 13.7555 0.437293 0.270164 13.3182 0.604303 0.182506 0.0971815 0.460189 12.7139 10.5908 0.514862 0.363875 2.12314 0.888993 0.354809 0.194355 10.0759 1.45726 0.265367 0.165211 20.938 20.1568 19.9842 0.204387 1.23415 17.9005
internal_count=4633 3536 816 68 748 123 97 625 92 81 63 63 533 409 103 83 124 69 54 44 306 115 87 45 2720 2684 2650 232 55 1097
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=9 9 17 15 18 12 7 2 5 2 9 15 9 13 10 0 16 13 16 18 6 13 18 18 9 0 10 19 16 7
split_gain=0.00423403 0.0150701 0.0218067 0.0385158 0.0516623 0.0142769 0.0139549 0.0528904 0.0415188 0.119827 0.0189578 0.0519318 0.0837222 0.0155603 0.141793 0.100127 0.0940192 0.0591394 0.038697 0.01971 0.0114058 0.100346 0.111028 0.0475758 0.0533447 0.0262083 0.177659 0.0471991 0.0264621 0.148913
threshold=201.65416293750005 199.17419511990002 192.19686994285004 22.151858238250004 13.278511569200001 79.204428604100016 25.334697901700004 72.043920985000014 16.810410538500005 104.39392676985001 203.42345995920002 35.645792850250011 202.70031010240004 112.41787672470001 70.816675614150014 88.350799540950007 18.874955862150003 113.62230596715001 22.584947186600004 14.766942149300002 14.325334709150001 104.19926021995002 14.215125380400002 14.390586827150001 196.40176798710004 93.308316333500017 66.52858489605002 13.851117550450002 22.514947350300002 23.032419884600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 3 -3 -5 -2 8 -8 9 -7 11 -10 -13 14 16 -15 -12 -17 -19 -16 21 -1 -23 25 -25 26 28 -28 29 -22
right_child=5 2 -4 4 -6 6 7 -9 10 -11 13 12 -14 15 19 17 -18 18 -20 -21 23 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00041892197998244594 0.041724422321203374 -0.001915561396644983 0.00026935420661302272 0.0048174132516654554 0.035962313792280577 -0.10323814348404994 0.077125309820096036 0.00094250072113165068 0.0013986597473405399 0.01853870414982076 0.0079646986243677286 -0.0021140355421912847 -0.095175660572180021 -0.0018213960288955514 0.0076347758600180705 0.097353679516662656 -0.09885586933482314 -0.03147085126432788 0.0465845593138631 -0.0094609800647871799 -0.0036782727479682761 0.035945107242848377 -0.096763167309503462 -0.0096865945096680506 0.065415255534308658 0.012731480374478691 -0.027325119766204331 -0.10484685380382359 -0.0013553241362129877 0.064873986503887024
leaf_weight=2.9242709204034294 0.077022911391398163 1.5711160372657373 6.0464460703088889 1.1975130561622793 0.95921186639316136 0.15316725736920744 0.092267290181475725 7.3958873179178237 0.68327985742871422 0.17102549926494248 0.12163607139882371 0.21308323043763266 0.17695102238485561 5.5158853169223221 1.7104587823077113 0.15526329520071147 0.25541130700912618 0.094978467735927552 0.19172597882970877 1.1133517746984578 1.4649447141698555 0.087298716883424166 0.22689901194462436 0.15994405314948679 0.23142266592185479 1.407370200358854 0.12966454956701312 0.19919194342128321 17.856299658847789 0.40433633424461479
leaf_count=1358 39 32 120 21 34 45 21 740 56 26 24 32 18 248 96 27 49 22 37 32 665 48 59 39 25 41 22 32 532 93
internal_value=2.65336e-06 0.000647099 0.00397814 0.00999367 0.0186692 -0.00123727 -0.00142066 0.00188121 -0.00376286 -0.0389957 -0.00264654 -0.0152204 -0.0443343 -0.00117301 -0.00679647 0.00184819 -0.0643954 0.0476457 0.0207266 0.000894384 -0.000650486 -0.0061889 -0.0598906 0.000170263 0.0347226 -0.000459816 -0.00138555 -0.0742809 -0.000170268 0.01115
internal_weight=52.9873 34.8659 9.77429 3.72784 2.15672 18.1214 18.0444 7.48815 10.5562 0.324193 10.232 1.07331 0.390034 9.15871 3.20086 5.95785 0.377047 0.441968 0.286704 2.82381 25.0916 3.23847 0.314198 21.8532 0.391367 21.4618 20.0544 0.328856 19.7256 1.86928
internal_count=4633 3121 207 87 55 1512 1473 761 712 71 641 106 50 535 201 334 73 86 59 128 2914 1465 107 1449 64 1385 1344 54 1290 758
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=9 16 12 2 3 6 3 7 6 16 8 9 9 0 7 18 7 2 0 7 3 16 15 4 3 2 19 5 16 4
split_gain=0.00377796 0.0195142 0.0169263 0.03132 0.0163439 0.067093 0.0166454 0.0237066 0.0278714 0.0184545 0.0177568 0.0131098 0.00908312 0.017064 0.0194517 0.0137666 0.031727 0.0800347 0.0256487 0.00843718 0.0326099 0.0549404 0.0157526 0.0467756 0.0178746 0.0151006 0.0131772 0.0129848 0.0111573 0.0107972
threshold=186.70853236170004 22.764946765650006 94.177001085000015 56.799426908350007 93.862138708350017 16.465384711100004 94.227769014100019 22.435297587800004 16.575387281250006 22.634947069650003 8.4434108459500017 185.98753508445003 190.36745536595001 86.345209775600011 23.131311951800004 13.037923179150001 22.791048179400004 92.716362671650018 86.780739992750014 23.109894804950002 93.668569722950011 22.514947350300002 41.195083317300011 286.34948838025008 93.292185584700022 206.22726210890002 14.451165964200003 24.310960779100004 22.654947022900004 310.44950696480004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 9 -8 -9 -7 -10 -4 13 -2 -15 18 17 -17 -14 20 21 -18 24 -24 29 -25 27 28 -27 -21
right_child=4 -3 11 -5 5 6 7 8 10 -11 -12 -13 15 14 -16 16 19 -19 -20 22 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.027336204527515357 -0.019024513554193948 0.054008636934950241 0.00069490552362628697 -0.10127007973892269 -0.10088689366393092 -0.10095596152772479 -0.0080110538339762775 0.075496710696034752 0.041424263984097175 -0.013451959661398184 -0.07309295250387858 0.016226618869993305 0.021706843609049096 0.0067570317755989602 -0.014707613435395431 0.025727450305959444 -0.0015873752018108458 -0.070082307949209735 -0.0015618627584601066 0.0004627192031107055 0.0036656975200836592 -0.048503987304823172 0.020763052665391454 -0.010320559522333642 -0.010580712462708156 -0.015369787822397271 0.015470320130679761 0.0062296045674140113 0.003840525565171473 -0.014969732940728623
leaf_weight=0.033752364260292045 0.7072112378730212 0.072457862552255281 4.8662344188016666 0.043139071047536559 0.079867950342594862 0.035610012284450931 0.66518118321017994 0.080151227492819999 0.026383549993624911 0.074577428676320778 0.027814732688511867 0.61176908838979205 0.83994990123392099 1.2042977745877577 0.65009742488458844 0.15065524711894696 0.68360031858901427 0.20696447852117217 1.0864713188493622 30.480982083926367 1.6456711220671421 0.39314050480606966 1.4720386136032164 1.0388863027619661 1.6079615038615873 0.72461174962640551 0.71953403811858141 1.6210889008616503 0.51879979891236871 0.46020235457632352
leaf_count=15 38 15 1906 46 60 34 97 16 6 33 38 40 36 26 72 30 31 25 16 1372 18 39 37 13 17 61 52 36 5 403
internal_value=-1.1571e-06 0.00244801 0.00177546 -0.0448169 -0.000293145 -0.0130092 -0.005294 -0.000272397 0.0380427 -0.0417312 -0.0173463 0.00242945 -2.08448e-05 -0.00580817 -0.000767853 0.000318781 -6.2812e-05 -0.0297203 0.00858366 0.000193582 -0.00518712 -0.0187176 0.000572643 0.00523837 -0.000301032 0.000294968 0.00337204 0.00033307 -0.0073545 0.000233185
internal_weight=52.8291 5.62735 5.55489 0.0768914 47.2018 0.989586 0.909718 0.799531 0.13435 0.110187 0.0541983 5.478 46.2122 2.56161 1.8544 43.6506 41.7241 0.35762 1.92642 41.3665 2.72241 1.07674 38.6441 6.09496 32.5491 4.62292 3.58403 2.8645 1.24341 30.9412
internal_count=4633 2022 2007 61 2611 284 224 157 60 67 44 1946 2327 136 98 2191 2139 55 52 2084 88 70 1996 204 1792 167 154 102 66 1775
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=17 17 9 15 2 18 8 7 17 9 17 9 13 14 15 10 16 5 19 6 9 12 16 12 5 8 10 13 19 9
split_gain=0.00429053 0.0148783 0.0174708 0.0278577 0.0146152 0.0323319 0.0257395 0.0219151 0.0086855 0.0109968 0.00722405 0.0215784 0.04669 0.00927071 0.00710138 0.0414856 0.0416605 0.0381803 0.0225495 0.0547289 0.0230338 0.00997933 0.00985099 0.0139465 0.0104647 0.00987574 0.00785097 0.0344252 0.0869993 0.208105
threshold=174.47088669260003 168.62011096010002 195.46053662500003 34.969820938750011 163.12111328040001 13.24088655595 7.3442686056500008 20.714163848350005 171.58888147770003 66.136595672450014 179.88087463185005 192.57902085675002 111.12203990580001 144.12207640715005 20.538897842700003 76.621056717750008 14.464966174600002 14.050239455300002 11.850956171350001 13.955326063950002 194.29956510785004 320.44300889460004 14.184966829400002 175.541285848 13.477720021600001 7.5441126493500006 75.629015667650023 104.19926021995002 12.350996516100002 206.22988073345002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -6 8 9 -3 11 -2 -13 -12 15 21 17 22 -18 20 -20 -15 23 -17 25 -25 27 28 -16 -30
right_child=10 4 3 -5 6 -7 -8 -9 -10 -11 13 12 -14 14 26 16 18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0033522321127022305 -0.00327001508351547 0.079427974191222092 -0.10080924821436801 0.098718747744927782 0.026773726696913188 0.092939257493161107 -0.10149359319878543 -0.072978551919578347 0.094370253976440902 -0.10037705784311238 -0.029113412947596479 -0.10197168085109365 0.021905673266778915 -0.10064748265801458 -0.0077475697162173009 -0.10034292486352775 0.10024895633997546 -0.088838871881103412 0.034778272423359312 0.099592140618128558 -0.087505361845743562 0.0081348724399011758 0.065975646689704279 0.016749363355957711 0.096531490909523232 -0.088474303765239626 -0.004547371709008481 -6.445735422446665e-05 0.093247562505936243 -0.067276287841102386
leaf_weight=1.1447595393554744 1.0660079344061433 0.0067716266494243227 0.035067312472879197 0.0087417522481700871 0.069006142391434544 0.075986055963937815 0.020231489477737341 0.026605126775166354 0.01849558761841763 0.0068343882587669214 0.10890562721760844 0.069105014160854128 0.054358953715563985 0.036006480841871524 0.5378612231529577 0.011818937712106958 0.072817151049093809 0.0464689413803967 0.027029482894931789 0.058334087603725493 0.035813644647078036 0.011012208338802232 0.031363696253720263 0.054886020082989262 0.013434573604172328 0.010650341469840896 3.5464394321667134 45.11579064590525 0.31958938218770072 0.10807128035230562
leaf_count=570 221 4 143 4 112 45 11 20 31 47 23 40 25 76 16 155 8 49 39 9 22 20 37 448 11 69 456 1820 86 16
internal_value=-1.83578e-06 0.00543527 0.000980478 -0.060995 0.0290802 0.0498747 -0.00230637 -0.00586525 0.0497568 -0.0108892 -0.000151437 -0.00785378 -0.0474307 3.12626e-05 9.46956e-05 0.0132073 0.0246666 -0.0116893 0.0562677 0.0298387 -0.0349099 -0.0751697 0.0176596 0.000968577 0.016131 -0.000350579 -1.35377e-05 0.000335388 0.0190189 0.0526826
internal_weight=52.7483 1.4125 1.18857 0.0438091 0.22393 0.134693 0.0892376 0.0587067 0.0321016 0.013606 51.3358 1.18947 0.123464 50.1463 50.0374 0.409636 0.362617 0.168623 0.193994 0.121177 0.0628431 0.0470187 0.122154 0.0907899 0.0789709 0.0655364 49.6278 46.0813 0.965522 0.427661
internal_count=4633 987 717 147 270 147 123 102 82 51 3646 286 65 3360 3337 943 847 769 78 70 61 96 720 683 528 517 2394 1938 118 102
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=19 5 13 16 4 7 5 5 5 7 7 17 0 6 16 10 8 19 17 16 18 9 3 10 18 18 2 10 0 2
split_gain=0.00411318 0.0228921 0.0887557 0.0190206 0.0467177 0.0415996 0.0170575 0.0940905 0.0228502 0.0941758 0.0476621 0.0739759 0.0404313 0.031939 0.010391 0.0256287 0.060759 0.0188321 0.0174068 0.0237881 0.0261176 0.0612399 0.0659578 0.190697 0.0139524 0.0223239 0.118503 0.0211499 0.0486522 0.0163851
threshold=14.451165964200003 20.201591378100002 115.13321943645001 22.564947233300003 224.75522095420004 23.853977146050003 21.438877744300004 21.757682542950004 24.393336510100003 23.131311951800004 23.666491602800004 199.89028782265004 86.692020874450009 21.760508430800005 22.584947186600004 61.966271448700006 8.4434108459500017 13.851117550450002 197.91512403570002 22.624947093000003 13.023955459300002 200.95377551580003 92.122706297950018 62.095317438950012 13.552878921100001 13.391483899700001 193.30716668855004 62.165217350350012 86.474255765850003 199.01127796720002
decision_type=2 2 2 2 2 2 2 2 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 -5 -8 9 -9 -11 -12 13 -10 15 16 17 -1 19 20 -16 22 -22 -24 25 -17 -27 -26 -29 -30
right_child=1 3 -4 6 5 -7 7 8 12 10 11 -13 -14 -15 18 24 -18 -19 -20 -21 21 -23 23 -25 27 26 -28 28 29 -31
leaf_value=0.0071147290899658197 -0.042156547059270022 0.0019307800350436954 0.077547499125208419 -0.001795429499443568 -0.084013630662199718 -0.0044607862643783287 0.086326354222510129 0.00071986740509265052 -0.097565955448656025 0.093222334247335462 -0.10164845713937681 0.059525792328936067 0.00037096899129420477 0.01062608214816578 0.0038202561679594386 0.0026704236977764311 0.1008197534497024 -0.10132188780323791 0.0088980176722796133 -0.00064799709035695595 -0.00093248384516277181 -0.0028492529379845304 -0.10307345034137907 -0.0084919330486863745 -0.013748106610372674 0.090479858730648899 -0.0033521681265530701 0.081096289399255006 -0.00057451661372304251 0.015534150372104153
leaf_weight=0.08606770029409716 0.10100673813576833 0.66276813449803729 0.16015241887362208 3.380979962850688 0.14418670445115822 0.12080501538730459 0.14793920872034538 1.8812208715160075 0.085523499641300904 0.18073061203449459 0.038929323989577824 0.10606576548889279 0.503647246863693 0.040069018286885694 1.1483041618471386 4.6146900082224853 0.084112133830785751 0.019677298961610745 1.2577810888324155 10.193559257464015 0.50375806167721771 2.1197835226494135 0.35465286102146365 0.53436499041461616 1.14887822890046 0.1845810867766885 0.49700161658876407 0.074031749036907679 21.65402437336131 0.65040346141765226
leaf_count=373 26 32 47 71 28 20 16 79 93 21 28 39 4 21 23 352 4 71 64 226 4 22 45 7 33 93 25 23 1703 1040
internal_value=2.94745e-07 0.00215998 0.0312504 0.00111824 -0.0122584 -0.0477469 0.00306799 0.00857819 0.00452274 0.00931554 0.0589596 0.0162526 -0.0122872 -0.0630484 -0.000361236 0.000769589 0.0373901 -0.0130634 -0.00239753 -0.00335396 -0.00927206 -0.0135521 -0.0298417 -0.046223 0.000528375 0.00516552 0.0220587 -0.0005155 0.000163844 -0.000104783
internal_weight=52.6797 7.55402 0.261159 7.29287 0.92776 0.264992 6.36511 2.98413 2.83619 2.20695 0.325726 0.144995 0.62924 0.125593 45.1257 29.0135 0.189857 0.105745 16.1122 14.8544 4.66086 3.51256 1.39278 0.889018 28.8236 5.29627 0.681583 23.5273 22.3785 22.3044
internal_count=4633 525 73 452 80 48 372 301 285 167 88 67 118 114 4108 3717 448 444 391 327 101 78 56 52 3269 470 118 2799 2766 2743
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=5 6 3 13 0 7 0 12 15 2 2 7 6 12 7 0 16 0 19 16 7 8 4 0 7 0 9 19 2 10
split_gain=0.00501193 0.00597163 0.00658162 0.0093643 0.00887584 0.00873287 0.00502313 0.00557038 0.00456273 0.00453109 0.0339732 0.0651118 0.0679095 0.0144639 0.00919948 0.0557117 0.0922424 0.0660639 0.0372392 0.0266705 0.0223898 0.0245939 0.0210161 0.0168829 0.0167942 0.0290355 0.114223 0.0332738 0.109803 0.0132039
threshold=12.306951632950001 9.3002172980500024 82.234557294150008 99.534785363600022 104.03526427400001 19.975862989550006 104.22883325935001 172.53297924300003 26.384523135650003 121.84632764400003 129.01927736685002 22.721067571950005 16.515385879350003 145.32166322050003 24.176603375500004 94.940210418650011 18.734956189500004 94.165934477050016 12.951044929850001 19.559954260300003 24.021206791900003 8.4434108459500017 162.32075757215003 96.631250582750013 23.695207782600004 90.490812212800009 197.20558004415003 12.851036860900001 69.881082014850008 70.128430332750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -6 -8 -7 13 11 12 -11 14 20 16 17 -16 -19 -18 24 -22 -17 -24 25 -2 27 -27 -29 -26
right_child=9 -3 5 -5 6 8 7 -9 -10 10 -12 -13 -14 -15 15 22 19 18 -20 -21 21 -23 23 -25 29 26 -28 28 -30 -31
leaf_value=-0.071848631479843453 0.00073846363852394777 -0.10030771523935818 0.10010315208994124 0.06435013631784256 0.079195186223087827 -0.10045747466915259 -0.10003087008026124 0.00017055751102961863 0.022256197814697853 0.096068387589632459 -0.00043967559249461679 -0.06988445684540108 -0.049880821704165836 0.015552709978350588 0.08854951406044366 0.01737683129087321 -0.10265224678804291 0.071131650564141682 -0.10138879020944538 -0.026938774999974491 0.026316120282174345 -0.0015893158613063095 -0.017624618164750219 -0.00033220937367306816 0.0030258164582508402 0.01520548114269488 0.078682937031826494 -0.088074412608365626 0.031014205952754892 -0.014345312430293728
leaf_weight=0.021700633035042105 10.224996521242931 0.0083120838880281767 0.0030261727515608064 0.017394876056641806 0.0072905063475445777 0.018931881052395738 0.0060172573206749283 0.071142858501701767 0.003607309072208408 0.06301171546465667 27.664700560032639 0.19269016104044567 0.06452897039922334 0.66879648080794041 0.073620444512925043 0.62726967341313766 0.15620296010456514 0.017527613381389529 0.043722086578782182 0.066260341147426516 0.76059535170850157 0.54009390709688887 0.60966736907721308 7.6365562208120537 0.70109975966624816 0.58285786197909206 0.24108487484045327 0.14692137432575691 0.1636763469731477 1.1641044436109949
leaf_count=102 700 132 1 21 22 122 189 660 18 8 1897 39 37 23 14 43 63 4 63 12 25 31 37 228 26 22 18 18 30 28
internal_value=6.04884e-07 -0.0178156 -0.0132172 -0.00366019 -0.014805 -0.059402 -0.000146885 -0.00764355 -0.0808176 5.41195e-05 -0.000814541 -0.0331991 0.0222257 0.00104938 0.00064108 -0.00182744 -0.040541 0.0247119 -0.0520192 -0.0801011 0.00220981 0.0147288 -0.000268455 -0.00161069 0.000978539 0.00242254 0.0176002 0.00111803 -0.025318 -0.00781579
internal_weight=52.5674 0.157424 0.149111 0.123546 0.106151 0.0255654 0.0844506 0.0771601 0.0225392 52.41 27.9849 0.320231 0.127541 24.4251 23.7563 9.23083 0.357333 0.13487 0.0612497 0.222463 14.5254 1.30069 8.87349 8.24622 13.2247 11.3595 1.13454 0.893456 0.310598 1.8652
internal_count=4633 1267 1135 994 973 141 871 849 140 3366 1981 84 45 1385 1362 464 156 81 67 75 898 56 308 265 842 788 88 70 48 54
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=5 17 5 18 7 7 15 5 9 15 12 0 15 4 7 17 15 0 8 16 5 16 19 15 16 17 19 10 8 18
split_gain=0.00461958 0.00835323 0.0104069 0.00801697 0.00788089 0.00681741 0.00601556 0.0121955 0.00593913 0.00962231 0.0139566 0.00593713 0.00451792 0.00442989 0.0222895 0.0514375 0.0652804 0.0340516 0.0236878 0.0200361 0.0800676 0.0290277 0.0246497 0.019535 0.0769884 0.0611761 0.03021 0.0215774 0.0175557 0.0563002
threshold=11.783123780850001 193.82504409230003 2.7155367820000005 16.435318745950003 19.975862989550006 24.545313225450005 12.17254680215 10.36813655115 54.842324361600014 26.912781836550003 219.88098848225005 116.38335246710001 26.384523135650003 261.61825292320003 22.958251375150002 195.18216166535004 39.324897478350003 85.307464937250003 5.1459841250500009 15.454963859600001 16.810410538500005 14.504966081100003 10.550851274900003 29.712811603950005 15.839962959300001 212.38791228795003 12.751028791950002 73.448676123850007 8.2435668022500028 13.829007611650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 10 -2 12 -6 -10 15 16 18 -18 -15 20 21 22 -16 24 -21 26 -26 -27 29 -25
right_child=8 5 4 -5 11 6 7 -9 13 -11 -12 -13 -14 14 19 -17 17 -19 -20 23 -22 -23 -24 28 25 27 -28 -29 -30 -31
leaf_value=0.081759598479768436 -0.047679345124297612 0.05257138791476345 0.10009332952767627 -0.10005874104593349 -0.1002578094492852 0.038536469593370384 -0.10005203969559198 0.025138364664986663 0.00058957568433441537 0.082664587220837568 0.042923301637762604 0.0062178338521220568 0.014924683827120347 -0.0094701651130519055 0.038457992001169866 0.048030865857198964 0.00495688843906912 -0.1023231017092342 0.099712729828709823 0.084638861972545887 -0.10500538139843572 0.040548805271720383 -0.072594773973890039 -0.00081506486974846173 0.0049047334590187584 0.082609780560303839 -0.10112830611608564 -0.011962599738061847 0.00030864623403748388 -0.048450145803949358
leaf_weight=0.0095947958979997194 0.028013039509459214 0.021340521003139656 0.0027384494896978131 0.0032454265843000494 0.036772416999016677 0.013963681366163883 0.016339945833749425 0.014856286658471163 37.122415012022479 0.022231958893826231 0.043253886358343152 0.0076962466097327811 0.0037529244525558161 0.082117946038468115 0.03017108299593374 0.075206469995272585 0.036999792714709656 0.1476766675220631 0.026214018489554292 0.12815433726109304 0.090453267094698475 0.11719496213117964 0.059215161116867421 1.1233514511786769 0.042228848698869115 0.059321789885871112 0.073878804196283454 0.040661556382474373 12.681787397478415 0.31845411155370573
leaf_count=10 42 76 1 115 360 192 283 45 1993 7 34 115 19 203 26 27 16 84 9 38 53 29 90 24 15 9 38 60 468 152
internal_value=-4.05208e-08 -0.0188057 -0.0446553 0.0358042 -0.0649285 0.00599439 -0.0160158 -0.0404338 4.67682e-05 0.0252276 0.00730993 -0.0742999 -0.0895911 1.71302e-06 -0.00144035 -0.0257428 -0.0446783 -0.0808296 0.0169498 -0.000834282 -0.0265436 0.00781157 -0.0351105 -0.000306452 0.0232301 -0.0131888 -0.0625636 0.0441488 -0.000880128 -0.0113363
internal_weight=52.4793 0.130301 0.0638003 0.0128402 0.05096 0.0665004 0.0451599 0.0311962 52.349 0.0934989 0.0712669 0.0482216 0.0405253 52.2555 15.1331 0.368215 0.293008 0.184676 0.108332 14.7649 0.297034 0.206581 0.0893862 14.4678 0.344245 0.216091 0.116108 0.0999833 14.1236 1.44181
internal_count=4633 1216 620 125 495 596 520 328 3417 83 76 494 379 3334 1341 339 312 100 212 1002 198 145 116 804 160 122 53 69 644 176
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=13 16 8 10 19 13 13 7 9 9 19 7 8 9 2 3 9 12 18 18 6 15 13 5 0 8 8 6 10 2
split_gain=0.00389509 0.0186067 0.0444093 0.0213825 0.0152236 0.0434664 0.0106343 0.0258706 0.0594609 0.06677 0.021873 0.0303027 0.0173673 0.0109212 0.0107314 0.0371986 0.0326465 0.0298465 0.0225895 0.0310186 0.0321499 0.0197825 0.0494074 0.0395878 0.0339361 0.0320298 0.0302585 0.0157111 0.0148045 0.0143256
threshold=117.61735474900001 22.594947163200004 8.3434888241000014 61.950140699950005 14.651182102100002 117.45067034490002 117.55283175385001 22.721067571950005 182.80199813410005 192.39832633775004 14.351157895250003 23.322419822750003 8.4434108459500017 200.52256857420005 210.71970372160004 93.077108934250006 74.737174262250008 226.26044291545003 13.552878921100001 13.581061237400002 16.435384010100005 24.941885346000003 102.54048155345002 21.363989181350004 87.028078140750011 7.7439566930000003 8.543332867800002 15.635365317800002 75.424692849750016 172.27786944220003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 14 8 -8 -10 11 -9 -12 -14 17 18 -17 29 -16 -20 21 22 -21 25 -25 -23 28 -26 -27 -1
right_child=1 3 -4 -5 5 -7 7 10 9 -11 12 -13 13 -15 15 16 -18 -19 19 20 -22 23 -24 24 27 26 -28 -29 -30 -31
leaf_value=0.00036027874049869628 0.0005934875981986271 -0.0016766329663905042 0.061728032934750356 -0.019780714650546413 -0.020666764889698881 0.066665762180221896 -0.00030461322771084597 -0.024608897531007323 0.0066150825191458006 0.095485078374943994 0.015562602923061209 0.0020680869873155642 -0.0067307963005346612 0.0063000199427635968 -0.10070786619675043 0.0062219967631130958 -0.10150307326697783 0.019970032943181757 0.099954654470825507 -0.0065332086690580637 -0.10167179131939763 0.055273009810451301 0.092412166191999989 -0.0087997454502372341 -0.0087949438281708127 -0.088499939619988158 0.028130585205323827 0.062667376071911307 -0.012833428636015054 -0.0052858388780282197
leaf_weight=29.264384611760839 0.55706536236077298 7.4284383457076029 0.15104003933811327 0.71519934258378715 0.10643420071573828 0.12267908255853399 0.5597257760505262 0.66367724096676273 0.16274688821704331 0.17593315840349533 1.2258374477855798 1.1879986703424945 1.0552024876124053 1.6471675596585553 0.023659087577641347 0.044395065425675284 0.07679601313028328 0.72678377111122827 0.029095794955992349 0.16364606394604642 0.033133525139419251 0.028688312416733197 0.072968774256878532 0.50024631949781906 0.041557684877744805 0.14059901100858951 0.034408194838761119 0.11845677398378029 0.031684618486906402 5.3090512460754118
leaf_count=2184 101 280 15 36 19 22 14 24 30 20 35 36 16 39 28 72 83 48 8 641 26 77 26 8 49 113 18 36 32 497
internal_value=-2.30959e-06 -0.00191464 0.0136336 -0.00326659 0.000386408 0.0260956 0.000250429 0.00392041 0.0197072 0.0527801 0.00146657 -0.00749347 0.00569014 0.00121184 -0.000418499 -0.00920461 -0.0620409 -8.51428e-05 -0.00394801 -0.0020315 -0.00457774 -0.00173645 0.0239802 -0.0085304 0.00402241 -0.0437421 -0.0574851 0.0441077 -0.0745841 -0.000506732
internal_weight=52.3987 8.85174 0.708105 8.14364 43.547 0.229113 43.3178 6.67829 0.898406 0.33868 5.77988 1.85168 3.92821 2.70237 36.6396 1.33934 0.121191 35.3002 1.21814 1.19449 1.16539 1.13226 0.236615 0.895641 0.660261 0.23538 0.206692 0.160014 0.172284 34.5734
internal_count=4633 432 116 316 4201 41 4160 214 64 50 150 60 90 55 3946 1217 155 2729 1062 1034 1026 1000 667 333 93 240 163 85 145 2681
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=5 17 5 18 7 17 3 10 17 9 4 15 9 2 0 6 10 5 6 16 3 5 3 17 2 2 10 6 15 19
split_gain=0.0039305 0.00743655 0.0092105 0.00706916 0.00697916 0.0065012 0.00584559 0.00583133 0.00479214 0.0047566 0.00655213 0.00434512 0.00382331 0.0216598 0.0138578 0.0617127 0.0175823 0.0318958 0.0139043 0.0279634 0.0251942 0.025475 0.0110984 0.0177157 0.00933889 0.0351427 0.0237119 0.0373007 0.0249863 0.0113541
threshold=11.783123780850001 193.82504409230003 2.7155367820000005 16.435318745950003 19.975862989550006 197.02652249450003 75.790323155500019 90.181639527750022 182.37451917730002 38.283670303850009 241.58130306185004 26.384523135650003 186.70853236170004 62.357017394150006 85.732241321850012 16.465384711100004 61.928633034850002 21.252944829650001 16.575387281250006 22.764946765650006 95.002044955650021 30.133297129900004 94.227769014100019 188.51582982015003 118.20523333310003 125.02712973155002 62.095317438950012 15.745367888000002 42.33967733730001 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -7 11 -9 10 -3 -6 13 -2 15 -14 18 -18 -17 -20 -21 -22 -19 -24 29 -26 28 -28 -27 -15
right_child=12 5 4 -5 7 6 -8 8 -10 -11 -12 -13 14 24 -16 16 17 22 19 20 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.079012050580035617 0.072102682070526933 0.08951513111305473 0.10008441296423445 -0.10005282809541566 -0.1002346886943063 -0.00046342112372283302 -0.10007173073456677 0.06588013949438612 -0.10003696066167758 0.0837385241493524 -0.10005458456091382 0.013338125972088055 -0.1008124832484103 -0.0031439805585145386 -6.1363946228880863e-07 0.0067641156381140106 0.075944274690278868 -0.10060262585878588 -0.10180117816720098 0.066107394062942304 -0.077677759396950485 0.027555971428250777 -0.10072807113700416 0.060971418185635645 0.084191416107146019 0.0034541769829977741 0.0092306799170053678 0.094277923998621768 -0.05592162901095904 0.011244707311595112
leaf_weight=0.0089929846071788999 0.044404440090375696 0.0033044283059098225 0.0024771692696958772 0.0029207218493212403 0.033299812265180861 0.035405963588630129 0.007067747504606813 0.0049306671582192143 0.0026907908535918068 0.014356895856508345 0.0040675414752229244 0.003747754368873756 0.07253460123009503 3.1900674716187871 45.786381046998017 0.63002167168770029 0.017640392712806374 0.0507008428703557 0.037440919142682105 0.036980003293137997 0.052329353766253917 0.041049335966818035 0.013800330294898799 0.013310519535707499 0.059013250475118073 1.1761869205732907 0.18129909488005846 0.072070115268017432 0.075417818174173479 0.66226750693749625
leaf_count=10 24 8 1 115 284 466 63 137 54 24 35 19 60 339 2047 19 5 52 8 11 69 14 40 6 36 317 260 24 36 50
internal_value=-3.15799e-07 -0.0178363 -0.0434457 0.0351131 -0.0632973 0.00572182 -0.0170385 -0.0723578 0.00730234 0.0502118 -0.0150814 -0.0887456 4.17907e-05 0.00254563 -0.000250661 -0.0121048 -0.00490161 -0.0454623 -4.88972e-05 -0.0256291 -0.00375135 -0.0314169 -0.0729859 -0.021339 0.00197538 0.00849228 0.00552395 0.0334221 -0.000123625 -0.000670374
internal_weight=52.3362 0.123262 0.0590599 0.0119137 0.0471462 0.0642026 0.0424737 0.044669 0.00762146 0.0217289 0.00737197 0.0370476 52.2129 5.46073 46.7522 0.965808 0.893273 0.0954521 0.797821 0.1678 0.130359 0.0933787 0.0778117 0.0271108 5.41632 1.56399 1.50497 0.253369 1.2516 3.85233
internal_count=4633 1216 620 125 495 596 529 494 191 67 43 303 3417 1086 2331 284 224 103 121 102 94 83 98 46 1062 673 637 284 353 389
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=16 16 18 13 5 4 15 15 13 17 5 16 8 5 7 14 13 5 4 12 18 9 15 16 18 0 0 0 0 7
split_gain=0.00382824 0.0645384 0.0525677 0.0494276 0.0499044 0.0267041 0.0248477 0.102538 0.0823115 0.0725151 0.0373402 0.021918 0.0318306 0.0171766 0.0463659 0.0162949 0.101755 0.0393044 0.0197522 0.0157586 0.0147097 0.0304379 0.0144467 0.0639208 0.052558 0.0619434 0.0511122 0.0275263 0.022313 0.0295584
threshold=18.634956423400002 18.369957043050004 14.032563378150002 108.64328150955002 19.426367441400004 143.58239362595003 28.444110612900001 28.298162031900002 105.40368946235002 173.77968723070003 26.144057174750003 18.554956610400005 3.6471537973500001 18.057701168700003 22.343045670750005 267.17386634195003 102.21786657780002 14.835543846500002 267.06082587310004 219.88098848225005 17.327266398450003 194.29956510785004 30.247508226550003 18.754956142750004 14.032563378150002 92.168410086200012 91.437149474700007 89.576736448400013 96.631250582750013 24.209421447000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 -5 -1 7 8 13 -8 -10 12 -3 15 19 -7 17 18 -17 -15 21 -20 23 -2 25 26 27 -25 29 -26
right_child=22 2 -4 4 -6 6 9 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.076566286693481533 0.060573928867918042 0.086855978209913073 -0.093762099612389543 0.086246749324398173 -0.10011092557537626 -0.0014414334126870586 0.10087584115688593 0.10170728724046728 -0.10115111279763551 -0.091250740283646201 0.035729405699745087 0.095793306277553031 -0.10101038551776734 -0.048415342449567043 -0.10048892822265175 0.10061904358754346 0.082952714740184813 -0.096125859918364143 0.007528597726025061 0.043764298186425833 0.023964982582725041 -0.09708485589519758 -0.00013847012847990556 -0.0067717279364628629 0.0032470931525960187 0.10021492410605314 -0.10131044572771326 0.082482192575649621 0.0075500011936473869 -0.025045958495734218
leaf_weight=0.043787392438386585 0.20601864850323126 0.014728778507561269 0.13383282378407557 0.10914407382733793 0.01654828280411158 9.685248549907536 0.025302115827799621 0.095968130906840865 0.11738982566893774 0.087866199160458791 0.024004671577358749 0.022831152412663869 0.023263562186798481 0.027661348867294211 0.062285490691138534 0.017974914982915702 0.15571692006051308 0.052544819503054896 0.075204362194583041 0.056278059490447951 0.081440911504309099 0.044134611398931156 37.708406943470607 0.076887781688072088 0.82548347431293245 0.11672608117805794 0.03532200469635427 0.062756411265581846 1.6144499246147459 0.66810194146819413
leaf_count=4 46 3 140 11 273 819 1 4 147 108 23 18 83 95 56 1 52 41 335 67 580 46 1391 150 29 9 7 11 17 66
internal_value=-1.20307e-06 -0.0016615 -0.0587289 -0.000630878 0.0617115 -0.00136645 -0.00168811 -0.00118559 -0.00213506 -0.0482952 -0.0779128 0.0183563 -0.0281788 -0.0010906 -0.035119 -0.000598549 0.0185191 -0.0184637 0.000190761 0.0133875 -0.00880013 -0.0311601 0.000439776 0.00648699 0.0032094 0.0437956 0.00615625 0.0333392 -0.00059965 -0.00940879
internal_weight=52.2873 10.9732 0.194656 10.7785 0.125692 10.6528 10.609 10.4959 10.3999 0.113168 0.141394 0.0608235 0.0379923 10.2585 0.146225 10.1123 0.427017 0.2713 0.218755 0.0839394 0.20078 0.119339 41.3142 3.60575 3.39973 0.291692 0.174966 0.139644 3.10804 1.49359
internal_count=4633 2907 244 2663 284 2379 2375 2266 2262 109 170 104 86 2092 218 1874 1055 1003 962 162 961 381 1726 335 289 177 168 161 112 95
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=14 4 6 8 8 15 17 19 16 16 4 3 15 9 9 2 16 10 8 18 7 9 10 0 13 2 18 12 9 9
split_gain=0.0036291 0.0227742 0.0149641 0.014824 0.00464388 0.0228494 0.0226374 0.00590003 0.0133317 0.0152876 0.011491 0.0160004 0.0220262 0.0512083 0.0287767 0.0102762 0.0095449 0.0213765 0.0388823 0.0152189 0.0379728 0.0708743 0.0498796 0.0945954 0.0649834 0.0193939 0.0446272 0.038818 0.0557724 0.061207
threshold=144.12207640715005 141.79569928155004 16.355382140900002 9.3427090425500019 8.8430989333000021 35.133229767950006 196.58703564235003 14.451165964200003 22.534947303500005 22.594947163200004 278.29044475435006 94.109476856350014 37.050691080100002 182.80199813410005 194.03220695150003 238.63425815445001 22.584947186600004 61.944763783650011 5.9453602998000008 13.552878921100001 23.493869161500005 200.77913281735002 66.439865777750015 90.767723400200012 101.93826693220002 233.38240125640002 15.015859748200002 226.26044291545003 205.73475031020004 223.65407503400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 16 -9 -10 11 12 -11 -14 -15 -12 17 18 -2 -19 21 22 -21 -24 -25 27 -27 -22 -29 -30
right_child=4 -3 3 -5 5 -7 -8 8 9 10 15 -13 13 14 -16 -17 -18 19 -20 20 25 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.043495279325976743 -0.0043134768066137577 -0.064531254237303604 -0.069951652462134944 0.022695743788415185 -0.083834090621050711 0.00072779775279077825 -0.0068555382656822735 -0.0090861841174641883 0.016969214955075987 0.0032903518313393701 -0.0096471524698810464 -0.0088297739244256723 0.0022495148942832119 0.027451986154882136 0.08542728575921521 0.0063273698520967987 -0.0022670287099266126 0.0055162391386273111 0.1006910841952357 -0.10269910988371281 -7.5550395793348853e-05 0.054068003091168486 0.087423332595905706 0.010475696216889607 -0.10155998926139485 -0.088196184577966144 0.0047499035949148316 0.071890738105974281 -0.069282768037165196 0.086904464060005779
leaf_weight=0.065614070510497835 0.085380159514612752 0.060578193353364895 0.034215137737191981 0.034871968819061294 0.070533606707498531 0.64761924444303531 0.083340470092252872 0.83263635055118612 0.83655365125445147 2.2545679022441627 1.1692910159404162 0.63892739213406446 0.5291630170540883 0.20704624001518823 0.145980651017112 0.61423078355210226 15.461625169279229 5.1915298183932661 0.060078255832195282 0.11290784093659456 22.175967518328768 0.085010547190904617 0.059838752073148926 0.088752569130178927 0.12424828273992716 0.081467419612418435 0.14117797802333598 0.17663827221903616 0.07628063892730097 0.037388570422081102
leaf_count=11 422 18 24 19 50 86 32 54 62 54 90 33 10 27 23 63 360 424 11 27 1542 7 46 230 46 70 590 96 84 22
internal_value=-5.62383e-07 -0.0136074 0.00929422 -0.0231875 5.0548e-05 -0.00750241 -0.0421414 0.000168814 0.00281639 0.00436593 0.00246938 0.00559413 0.00853214 0.0219283 0.0514254 -0.00414565 -0.000266547 0.000818868 0.0390562 0.000622688 -0.000474263 -0.0285854 -0.0468004 -0.0236681 -0.0548773 0.000108997 -0.0292597 0.000400046 0.0367299 -0.017909
internal_weight=52.1835 0.195279 0.134701 0.0690871 51.9882 0.801493 0.153874 51.1867 7.2284 6.39576 5.55921 3.77569 3.13676 0.88219 0.353027 1.78352 43.9583 28.4967 0.145458 28.3512 23.1597 0.470758 0.385747 0.27284 0.213001 22.6889 0.222645 22.4663 0.290307 0.113669
internal_count=4633 72 54 43 4561 168 82 4393 416 362 300 147 114 60 50 153 3977 3617 433 3184 2760 356 349 322 276 2404 660 1744 202 106
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=5 3 7 7 13 6 5 9 7 19 6 17 16 18 18 13 19 4 15 15 13 4 9 3 10 19 17 13 17 10
split_gain=0.0044655 0.00760293 0.0072952 0.0119679 0.00497242 0.00417579 0.00465347 0.00604418 0.00435561 0.00436611 0.00416611 0.00635031 0.0040028 0.00501947 0.00391158 0.00930663 0.0248457 0.040935 0.00466423 0.0637119 0.0857932 0.0153619 0.0778178 0.0294218 0.0272335 0.01302 0.0123669 0.0151289 0.0102007 0.0108561
threshold=11.926356180100003 75.790323155500019 22.673598830200003 22.557405306150006 105.63489686155002 1.8500432259500001 2.7155367820000005 40.734022239000005 27.973342028250006 10.850875481800001 8.5551998908500018 183.09840208680004 12.919969787500003 17.448621627850002 16.622853636350005 100.66662623655002 12.250988447150002 286.93691744620008 23.884857921950005 23.008892218750002 101.66942111915002 215.30949546175 206.39860865795001 78.965392207550011 74.927328095600004 10.650859343850001 188.85216786605002 104.09978726910002 191.20566072810004 65.571493801650021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 -8 9 -9 11 -10 -11 -14 18 -16 -17 -18 19 21 -21 -2 23 25 28 -23 27 -22 29 -25
right_child=14 2 -4 -5 -6 6 7 8 10 12 -12 -13 13 -15 15 16 17 -19 -20 20 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10003929542097525 0.00053366411234242312 -0.10032902288804824 -0.10016157047695357 0.08289013973054761 0.0041222187593646367 0.065148702508898718 -0.050508840606242347 -0.046069326164892462 0.08801657473578714 0.0934532617641924 0.082405220080102148 -0.10004674063265884 -0.044678155041208326 0.078860609204721807 0.0016699527503705491 0.08185926603756008 -0.070460488376021271 0.064059543657792151 0.00029152287849261432 0.081039293846617622 -0.10159943624980161 0.0082681320308203975 -0.087216019653995461 -0.033537435443112371 0.070029710959819011 -0.10065059626477224 -0.10258971169407941 0.029603050539012313 -0.10021921613948073 0.034614985812349085
leaf_weight=0.0039743327716442725 5.545680919064286 0.012217427573880002 0.018317830040871286 0.0081592987291969621 0.0072694876871537408 0.011030573092142504 0.020178100083498407 0.0053695921175984642 0.0022828002226873432 0.012562182155846813 0.0025472011701808137 0.0084112931184847639 0.006858723972527514 0.006319001810879854 0.58996096285727517 0.056449810741469264 0.044896095645526657 0.045595153042995662 45.136424648378181 0.036451692460559459 0.017515838175313547 0.017661566135529716 0.11829200871397916 0.041422254545684933 0.088246931010871776 0.028989204287427128 0.13054127616851474 0.017639307305444163 0.010220322280762417 0.053639184926282724
leaf_count=188 374 67 176 11 4 75 281 131 27 30 21 178 37 7 150 7 29 39 2304 11 3 31 46 133 38 29 30 60 26 90
internal_value=-8.50584e-07 -0.0188414 -0.0512186 -0.0187899 -0.0613641 -0.000130024 0.00512508 -0.00513536 0.015508 0.0359533 -0.0325267 -0.0599021 0.053064 0.0145613 4.46374e-05 0.00727851 0.0297966 -0.00268088 -5.93902e-05 -0.00265326 -0.0578566 -0.000763195 -0.0208261 0.011872 0.0290559 -0.0594149 -0.0884124 -0.0357678 -0.00528818 0.00491812
internal_weight=52.1051 0.125498 0.045964 0.0276462 0.0194869 0.0795338 0.0755595 0.0645289 0.0443508 0.0311095 0.0132413 0.0106941 0.0257399 0.0131777 51.9796 0.736902 0.146941 0.0904912 51.2427 6.1063 0.202148 5.90415 0.358471 0.240179 0.193529 0.0466508 0.165696 0.0351551 0.105282 0.0950614
internal_count=4633 1233 258 82 71 975 787 712 431 205 226 205 74 44 3400 225 75 68 3175 871 104 767 393 347 287 60 93 63 249 223
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=5 15 17 9 17 17 9 15 18 6 19 9 9 18 2 3 0 13 15 18 9 13 6 3 13 0 2 5 10 15
split_gain=0.00428464 0.00605074 0.00636354 0.00369773 0.0119169 0.0172422 0.0241939 0.00771397 0.00736997 0.0140791 0.02437 0.00457722 0.0166049 0.0774584 0.035164 0.0267445 0.00731009 0.0206667 0.00984583 0.00692862 0.00654447 0.00712197 0.0999794 0.0461382 0.0451265 0.0175808 0.0166955 0.011968 0.0107291 0.00885934
threshold=9.1899936892500005 21.086216674150005 177.04629530565003 219.87257840710004 203.83164298205003 192.28474763930004 223.65407503400004 11.870705757150002 16.622853636350005 12.145283772600001 12.250988447150002 214.18224820805003 210.61272793875003 14.741741751300003 192.72744941785001 85.726864405600011 95.050437202000012 116.99094400460001 32.99104187950001 14.329845562450002 209.86393725660002 103.89008753490002 12.255286342800002 82.441568570200005 104.19926021995002 96.978061681550017 172.99241708655003 23.286780469550006 75.085947125300024 28.579157549250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -2 11 -10 -11 12 20 19 -15 -16 17 18 -13 -14 21 22 -9 26 -23 27 -24 -25 29 -26
right_child=3 2 -4 4 -6 -7 -8 8 9 10 -12 16 13 14 15 -17 -18 -19 -20 -21 -22 24 23 25 28 -27 -28 -29 -30 -31
leaf_value=-0.0084165912054145475 -0.084316987014505351 0.097627383136415044 -0.10025828295939457 -0.066890377257271399 -0.0022751638299899845 -0.10076797223228913 0.04199509438133564 0.0010403637349443906 0.0037189835233163489 0.079556441610219908 -0.0090287307091156382 0.070425178959235196 0.0060928840239524726 -0.095199942639292365 -0.064255838272847435 0.073530857520983942 0.0011765122533605047 0.0040636781793125677 0.017594920231203418 -0.0090116717115252994 0.0076554059374098638 0.023215538793315046 -0.094795377393615071 -0.077417774533125094 0.0045513226540935666 0.10029935675023352 -0.031803546534857952 0.061224192753099031 -0.0081090013663227371 -0.00038952706273796491
leaf_weight=0.052682462725953338 0.010806526628526991 0.0018301496468211545 0.014501625655405803 0.04087743514628428 1.1269323582166633 0.030393816013429387 0.040748194940135818 2.7445904460091568 0.57263702252109183 0.070676836412530974 0.055395870223946986 0.078457659911755129 0.6117204108162031 0.14246476665357466 0.031283567947809843 0.025626866612583399 2.5872881550540114 0.56519657794342493 0.064095769136201852 0.60310156432387885 1.1230137291986455 0.83956887174281192 0.17780379084251752 0.016218962022051642 4.0538987410625174 0.019932373659685254 0.055119048771871348 0.01010595801851899 1.648645582863536 34.632064306168289
leaf_count=716 140 3 172 25 173 33 26 380 184 30 20 30 46 44 39 4 52 33 32 28 37 39 69 55 709 3 26 24 24 1437
internal_value=-2.69269e-06 -0.0249027 -0.0780831 3.03681e-05 -0.00536725 -0.0364741 -0.0125338 0.000162166 0.000180162 0.0103795 0.0406325 3.77204e-05 -0.000216256 -0.0108869 -0.0686566 -0.00221025 0.00363999 0.0126456 0.0466713 -0.00140581 0.000116712 -7.48369e-05 -0.00475905 -0.0617725 0.000269165 0.0294504 -0.0798889 -0.0241941 -0.000208466 0.000128224
internal_weight=52.0477 0.0690142 0.0163318 51.9787 1.23895 0.112019 0.0816256 50.7397 50.7289 0.69871 0.126073 50.0302 46.7352 1.4142 0.199375 0.0569104 3.29504 0.70775 0.142553 1.21482 45.321 44.1979 3.02377 0.27918 41.1742 0.0462573 0.232923 0.0263249 40.3346 38.686
internal_count=4633 891 175 3742 257 84 51 3485 3345 234 50 3111 2964 161 87 43 147 95 62 74 2803 2766 557 177 2209 82 95 79 2170 2146
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=17 4 12 17 4 14 2 16 17 9 9 4 14 8 5 3 0 9 13 5 17 17 10 5 5 3 7 0 8 4
split_gain=0.00329808 0.0123089 0.0492021 0.00990001 0.0165211 0.0648114 0.0991662 0.0160823 0.0127194 0.0890171 0.0906657 0.00960893 0.0460931 0.0343759 0.0162233 0.116613 0.0555802 0.0146386 0.0377559 0.0325578 0.0339029 0.0219251 0.0141789 0.0310483 0.0217262 0.148093 0.0692797 0.0296164 0.0275289 0.0273621
threshold=202.18556316275001 163.62029285410003 104.24845815275002 198.39433209390003 183.03125707040002 168.77963633815003 63.19085977000001 22.614947116400003 197.75665858550005 195.46053662500003 204.99169312540002 240.79927845295001 244.85040433755003 8.3434888241000014 21.701709660250007 93.609423644100005 86.538778761000017 195.74493321760002 117.76521994615001 22.533652790000001 187.81654873955003 188.06121519230001 62.025417527550012 22.245176011200005 17.456790312050007 91.302726568150021 23.365573965200003 97.722764583650005 8.543332867800002 267.06082587310004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 11 -10 -11 14 13 -13 -1 16 -16 19 21 20 -17 -19 23 -14 27 26 28 29 -26 -24
right_child=1 2 -4 4 7 -7 -8 -9 9 10 -12 12 22 -15 15 17 -18 18 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=6.4042180077273224e-05 0.040601424809757571 -0.10081973353273709 -0.0017423860137259634 0.068589418414170003 0.0008430507397665665 0.077952249806195792 -0.10138356143168395 0.016607276785146254 0.086800211625999421 -0.091901710061447942 0.054111400794854027 -0.01017915514611507 0.022506445492718786 -0.10271455478206266 0.084845541218645806 -0.099265348330805595 0.012666131337500098 0.097055834377793193 -0.035241287244044343 0.0011510073960297451 -0.0019506860577332187 0.017106340808358916 -0.029453004363614144 -0.00026807596506067064 0.02109992697038706 -0.0033549458515362372 -0.1009320194967247 0.0020721709378825836 -0.091482474706269398 0.08202239149247946
leaf_weight=19.754113342044459 0.066953653047676975 0.050503302334618527 6.6518895266686169 0.065940091779338128 4.7697274593688093 0.1333498023377615 0.071589890139875934 0.74873374810886151 0.059130880758174409 0.15500279259867966 0.058605450706636475 0.082334794174754644 0.66074199683029622 0.078346631380554754 0.26208869356196363 0.067530677157915497 0.17991780145121083 0.067524590533594053 0.066766586063749855 2.741526098725501 0.076190135499928147 0.069715493824332952 0.029412029416333918 6.3652040178300267 0.087753117768386235 6.418309709712978 0.23672238643678156 1.7906255400095288 0.028863258776254952 0.087594525021586378
leaf_count=1020 11 23 979 11 268 18 31 51 27 42 33 30 21 10 18 74 29 35 41 433 14 14 27 359 113 171 134 524 6 66
internal_value=-4.20334e-06 -0.00206275 -0.00248895 0.000304002 0.00416545 0.028277 -0.0198884 0.00298191 -0.000263044 -0.0217835 -0.0518416 -0.000113126 -0.00201103 -0.0552985 0.00118004 0.00742303 0.0554651 0.000549236 0.0264368 -0.00128119 -0.0476763 0.0564429 -0.00146584 0.00187371 -0.00416923 -0.00682476 -0.069853 0.00525726 -0.0067649 0.0540007
internal_weight=51.9827 6.76935 6.70239 45.2134 5.78934 0.27088 0.13753 5.51846 39.424 0.272739 0.213608 39.1513 15.8659 0.160681 23.2854 3.53126 0.442006 3.08925 0.204007 2.88525 0.143721 0.13724 15.7052 7.02595 8.67928 6.77165 0.353339 1.90763 0.116616 0.117007
internal_count=4633 1013 1002 3620 379 60 42 319 3241 102 75 3139 1461 40 1678 658 47 611 90 521 88 49 1421 380 1041 424 253 617 119 93
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=16 14 9 8 6 16 16 17 17 3 17 2 7 0 5 2 17 15 19 16 6 13 0 8 13 17 8 18 10 9
split_gain=0.00406725 0.0144576 0.00737146 0.0104543 0.00886382 0.00875191 0.00723925 0.00497407 0.015774 0.0176635 0.01392 0.0134516 0.0128022 0.0114579 0.0107274 0.012545 0.00929028 0.00945818 0.0321894 0.0427419 0.0559493 0.0228011 0.0220971 0.0197031 0.00783823 0.00754496 0.0171322 0.00745226 0.00637808 0.0268738
threshold=12.604970524100002 258.81881833755006 209.24553857890001 2.8477776226000002 13.185308072600002 11.864972254500001 11.214973774500002 174.47088669260003 168.62011096010002 86.092494711350014 173.32159167880002 45.979371440700014 20.714163848350005 81.446839061900008 29.110986871100003 210.71970372160004 179.88087463185005 20.538897842700003 12.250988447150002 14.504966081100003 12.525292651450002 98.255079293500017 97.32487278035002 7.4441906275000003 92.563613431350021 165.35321678605001 3.5472317755000007 16.222567477200005 75.629015667650023 202.49517884540003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -3 8 25 -10 12 -9 13 14 -11 -16 -13 18 19 20 21 24 -20 -24 27 -2 -27 -18 -19 -30
right_child=7 2 4 -5 -6 -7 -8 11 9 10 -12 16 -14 -15 15 -17 17 28 22 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10017821551197688 0.0036635436687909081 0.0025530399325218636 -0.10008926715529087 -0.1001245735272349 0.090763939222031548 0.05334906216551584 -0.075822101088099489 0.045778614165663201 0.080828177868701598 -0.10025059044482224 0.080378627485004309 -0.0091705300509691886 -0.051904484811173136 0.098057580879023998 0.08555193847312792 -0.042700546666408871 0.072505531361248918 0.00023616965434498319 0.058147570011096897 0.087422791496698918 -0.10070604157957044 0.099370175231893523 0.032401343714093103 -0.10057625065002558 -0.072055926663469827 0.027448598096113649 -0.087277827174048028 -0.063363937210559315 -0.022229507656947076 8.0144020003459891e-05
leaf_weight=0.018300675153231416 1.0986220098884762 0.036644827675686997 0.0029559805982444223 0.012494834394674914 0.013766025629593059 0.021058079055279677 0.017372205464837975 0.063768562133190154 0.055491599428933003 0.0089164053582209135 0.023689390010062539 1.1234955140063494 0.036124244156266805 0.01535707141738385 0.015997592080111644 0.01457553985025406 0.012395788574393829 45.47851772576643 0.018632025844340205 0.096486873718276911 0.038631818897556514 0.039574860958964564 0.014933517303234112 0.043890368210441011 0.013516977249082629 0.023858832332734781 0.028642122409308968 0.0059864266993372431 0.66836497709962062 2.8099426486207904
leaf_count=343 298 395 112 160 10 44 56 17 15 46 31 182 27 10 29 27 29 1952 33 27 34 14 35 41 35 21 91 77 245 197
internal_value=-5.36238e-06 -0.0181984 -0.00381291 -0.0154306 0.0570265 -0.00133483 -0.0226529 3.77362e-05 0.00609454 0.0345141 0.0120997 -0.000120959 -0.00568057 0.0247644 -0.00373854 0.0244084 -0.000179074 2.60776e-05 0.018221 0.0388335 -0.00374581 0.0486613 -0.0367571 -0.0668175 -0.0142492 0.00189373 -0.0351409 0.0282577 -7.949e-05 -0.00420671
internal_weight=51.872 0.122593 0.104292 0.0875699 0.016722 0.0750751 0.054017 51.7494 1.32127 0.170152 0.11466 50.4281 0.0909709 0.0548466 0.0394895 0.0305731 50.3644 49.2409 0.284049 0.206593 0.110106 0.0714741 0.0774559 0.0588239 0.0318992 1.15112 0.052501 0.0183822 48.9568 3.47831
internal_count=4633 1120 777 655 122 495 451 3513 595 185 170 2918 139 112 102 56 2901 2719 325 216 189 155 109 76 141 410 112 106 2394 442
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=14 4 8 8 17 10 6 8 5 13 13 6 16 6 13 19 17 3 8 7 12 18 19 10 0 10 5 2 7 15
split_gain=0.0040591 0.0200278 0.0160497 0.00371258 0.0199409 0.0333402 0.00962726 0.00592738 0.00916182 0.00483811 0.0164931 0.066624 0.0113408 0.015869 0.0112725 0.0234276 0.0258853 0.0169868 0.0187431 0.0168715 0.0116919 0.042171 0.0181642 0.0214619 0.0255095 0.0179672 0.0113461 0.0117545 0.00853812 0.0100503
threshold=144.12207640715005 141.79569928155004 8.543332867800002 8.8430989333000021 189.31980273685002 62.425997789000007 16.645388916850006 8.7431769115000026 21.990725385850002 117.61735474900001 117.69263157665002 16.515385879350003 22.594947163200004 16.465384711100004 117.55283175385001 14.351157895250003 190.37043331840002 93.437362323750008 8.6432548896500023 23.322419822750003 285.94642765385009 14.122113655700002 14.351157895250003 63.23522368630001 91.886121982450007 74.927328095600004 31.794087907800002 325.13486840910008 26.168093931450006 23.884857921950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 9 -9 14 11 12 -11 -14 20 19 -17 18 -18 -16 -2 26 23 -23 -25 -26 -22 -28 29 -27
right_child=3 -3 -4 4 5 6 -8 8 -10 10 -12 -13 13 -15 15 16 17 -19 -20 -21 21 22 -24 24 25 28 27 -29 -30 -31
leaf_value=0.055516763788652924 -0.00021857422134180824 -0.063606922928647933 -0.018935839048589077 0.0025313221080952649 -0.10176551857056304 0.015316980457378044 -0.035661397599982207 0.011256883822725161 -0.00035636262315626773 0.011484041034205809 0.0026686572712008721 -0.0338241685458694 0.0013780393500214165 -0.016758005715254851 -0.016625766241686834 0.024900406258136904 0.021982304276556289 -0.0030190487736044716 0.0019048549268288939 0.0025641144095675922 -0.10068288978730029 -0.10126597126356679 0.057923147838084013 0.091337414142346002 -0.092980630734351435 -0.0064880522174055868 0.10004212676295139 -0.10019524611414465 -0.032597671256362468 0.088791490700239992
leaf_weight=0.044852400544178717 34.57340377598878 0.057767177098583034 0.081684338656486943 0.58977314216933407 0.053263798359694192 0.076014929868563286 0.072260507775354199 1.1945756048662581 1.5749460381657625 0.62999817807030911 3.2912448913560439 0.74466501476751989 1.7680153275973682 0.66352970310617809 0.74660535173393228 0.77943563913868263 0.85978923097718518 1.5539137300229411 1.0125503912568092 1.1858374346484195 0.064445759384681778 0.023546174692455679 0.046480541118398833 0.025922494757161019 0.025242031043177349 0.027302598659574073 0.0062478489160184836 0.0055234125806644663 0.036603465074819042 0.018621478638578992
leaf_count=20 3015 18 34 82 35 25 26 32 37 17 155 52 45 38 30 56 45 33 4 36 84 12 42 20 82 75 3 48 388 44
internal_value=-4.36838e-06 -0.0148184 0.00745474 4.84932e-05 -0.00674841 -0.0339041 -0.00952681 0.000154247 0.00465277 -0.00010483 -0.00251535 -0.00699799 -0.000473002 -0.003571 0.000312538 0.00426409 0.00845185 0.00470998 0.0111245 -0.00484996 -0.000383383 -0.020738 0.00300241 -0.0132325 0.00227219 -0.0191512 -0.0841932 0.00608502 0.00343038 0.0321463
internal_weight=51.8341 0.184304 0.126537 51.6498 0.791312 0.201539 0.148275 50.8584 2.76952 48.0889 7.09745 3.80621 3.06154 2.43155 40.9915 6.13813 4.20569 3.42625 1.87234 1.93244 34.8533 0.279936 0.203719 0.157238 0.133692 0.10777 0.076217 0.0117713 0.0825275 0.0459241
internal_count=4633 72 54 4561 168 86 51 4393 69 4324 307 152 100 83 4017 204 138 82 49 66 3813 798 663 621 609 589 135 51 507 119
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=5 17 5 18 17 7 10 18 9 17 9 12 7 16 18 18 7 5 13 19 15 15 15 3 17 9 0 18 12 13
split_gain=0.00392033 0.00761325 0.00806776 0.00568909 0.00539359 0.00492333 0.0049313 0.00474033 0.00501059 0.00384166 0.00372626 0.00527803 0.00347568 0.0048712 0.00353232 0.00402764 0.00294188 0.0028719 0.0122932 0.0186661 0.0130023 0.00397487 0.0575371 0.0686394 0.0133769 0.0126262 0.0615272 0.0582917 0.0145305 0.0614844
threshold=11.783123780850001 193.82504409230003 2.7155367820000005 16.435318745950003 197.02652249450003 19.975862989550006 90.181639527750022 17.327266398450003 22.608179833450006 182.37451917730002 38.283670303850009 158.10685693470003 26.005367513800003 16.499961415900003 17.370891598500005 19.345059715200005 29.705613080500004 13.252098438300001 98.255079293500017 12.350996516100002 21.761438576950002 23.884857921950005 23.008892218750002 78.220689305400015 188.85216786605002 206.39860865795001 97.491557184450016 17.108018746400003 123.91241841185001 101.03763345850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -4 -7 8 -6 -8 11 -3 -9 14 -14 -16 -17 18 -2 -20 -21 22 25 -24 -25 28 -27 -28 -19 -30
right_child=17 4 5 -5 7 6 9 12 -10 -11 -12 -13 13 -15 15 16 -18 21 19 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.076917913436490001 0.00070007630534281873 0.086140567713549637 0.10005724402133408 -0.10004363190630428 0.063841203562659085 -0.090943235961686061 0.060906514991283051 0.091094541807033191 -0.094535413412251329 -0.10003152028241354 0.081120189556168051 -0.10004708451419403 0.098594682307447348 0.076612575433956609 -0.10005358745844065 0.052513241822177627 -0.10000817944406817 -0.0013120695980802259 0.087945608612602755 -0.059291456708356317 0.039822439400346216 0.00027737260686738817 0.082242555927023106 -0.031294758572991382 -0.10222538758269531 0.0050991128552201094 -0.082850662742962197 0.058816802797199731 -0.0030937785726266168 0.059211204787296495
leaf_weight=0.0074229582751276224 0.52823769511144192 0.0028302897429171017 0.0016808264190331093 0.0024054146451106817 0.0024631399976868815 0.031976204926754903 0.0042322798088267879 0.0043413136016283707 0.010568961228329954 0.0022834426121676188 0.01255431886443148 0.0032951673090053646 0.0017536003471150243 0.0051969642545373054 0.0077346438315331056 0.0043699586506704691 0.0017796444686126733 4.3483629476403127 0.043699437723262236 0.02194056627899954 0.033361064743075985 44.960735798525164 0.029044386057648697 0.034614914016643183 0.11466061019018525 0.52988043862562495 0.17310678628405185 0.034900421641168577 0.60566594373697047 0.214473814004286
leaf_count=10 74 11 1 115 14 303 137 13 170 54 24 32 10 6 121 50 145 275 20 28 41 2330 4 67 34 16 80 41 215 192
internal_value=-4.19005e-06 -0.0191355 -0.0476024 0.033608 0.00588507 -0.0674707 -0.0747861 -0.0156445 -0.0646013 0.00450559 0.0499224 -0.0140184 0.00969733 -0.00726326 -0.0351379 -0.0520285 0.0083748 3.53847e-05 0.00676076 0.0390986 0.000499639 -4.72557e-05 -0.00244598 -0.0584108 -0.0857776 -0.000756343 -0.012993 -0.059081 0.000990635 0.0131995
internal_weight=51.7796 0.106889 0.0500011 0.00982837 0.056888 0.0401728 0.0384919 0.0382082 0.0130321 0.00651572 0.0186798 0.00612546 0.0251761 0.0208348 0.0156378 0.0138842 0.0061496 51.6727 0.627239 0.0990011 0.0553016 51.0454 6.08471 0.17832 0.149276 5.90639 0.737888 0.208007 5.1685 0.82014
internal_count=4633 1216 620 125 596 495 494 529 184 191 67 43 345 332 326 316 195 3417 163 89 69 3254 924 105 101 819 137 121 682 407
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=9 9 15 12 15 5 5 5 17 18 2 7 0 13 8 10 15 19 13 3 5 7 18 2 15 7 19 13 2 4
split_gain=0.00379842 0.031866 0.0133225 0.0140229 0.00826814 0.0088548 0.00633763 0.00590545 0.0109165 0.0101255 0.00828734 0.00765067 0.0163968 0.0120447 0.00827128 0.00949418 0.00636655 0.00609189 0.00656833 0.00543413 0.0116889 0.00549337 0.00657679 0.00538214 0.00483444 0.00481979 0.0040438 0.00684303 0.00402055 0.00397892
threshold=179.11733629770001 177.59430306730005 30.632308446700005 147.73915704645003 28.444110612900001 32.896841258100004 30.922794813800003 29.110986871100003 166.68115439205005 15.004783703300001 112.39935172340002 20.797746106000002 94.047642319350018 96.975373223400013 2.2482454915000001 70.348883899450016 21.881081380950004 12.451004585100002 101.66942111915002 83.613736315050019 14.835543846500002 24.103872582350004 15.398663672050001 207.58106365020004 17.138389019350004 25.662597900150004 11.750948102400001 81.769454037550005 157.69206214580001 373.87951532005007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 -1 -10 16 29 19 15 -15 17 18 -12 20 21 22 28 -9 25 -23 27 -27 -14 -13
right_child=-2 -3 3 -5 -6 -7 -8 23 10 -11 11 12 13 14 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10020852938944812 7.0980178822484166e-05 -0.10049552872176566 0.099431532602284073 -0.0025298503105080634 -0.10015466551779324 0.083909834715341192 -0.068133468816627282 0.067560385130608705 -0.062116946042000055 0.069438932299810005 -0.021346942201172159 -0.10022932092620257 0.045787373771376809 0.1001376720568744 0.093283595507367978 -0.10011327405570457 0.06982347278322526 -0.073244854708165677 0.093169854861332668 0.062829420729160187 -0.10023313836032813 -0.10006261105527114 0.076465613257950565 -0.02843156363360208 -0.077846107973690362 0.025206983886661122 0.077285043392999797 -0.10005223767353127 -0.10011347579421875 0.0061541174050938688
leaf_weight=0.021379766334308159 51.326239759526722 0.035252466575116159 0.025171543826218112 0.029061819665564315 0.0096183112218000133 0.01057678895034897 0.017192278291103813 0.019189822329025219 0.021686188902652503 0.0042111752137543581 0.011037118440526683 0.020963549663788328 0.0033156602366943835 0.0040358738042414188 0.021966721431454062 0.0057276713234841736 0.026694733327076392 0.0078370012285517987 0.0091698477428963088 0.0087134056502691237 0.014946910024718818 0.0044521054384176742 0.014908307191944914 0.0083967778071567523 0.011753234544514157 0.015657037040327282 0.0070937147764880129 0.0060454558354194879 0.0043887052083846356 0.0042241628636858755
leaf_count=252 2815 19 10 35 65 46 45 54 110 71 29 103 9 1 14 75 104 23 20 19 27 57 41 23 136 231 40 105 34 20
internal_value=-5.1061e-06 -0.00965554 -0.000986893 0.0447939 -0.00886438 -0.00599082 -0.00921421 -0.00556779 -0.0104091 -0.0722918 -0.00335872 0.00292046 -0.00888029 0.00617191 0.0592451 -0.0173372 0.0348683 0.0015948 0.0306204 -0.0122782 -0.020205 -0.00251382 0.0376965 0.0383425 -0.022719 -0.00323162 0.0117392 -0.00968528 -0.0373234 -0.082388
internal_weight=51.7309 0.404668 0.369416 0.0542334 0.315182 0.305564 0.294987 0.277795 0.250208 0.0255909 0.224617 0.202931 0.148193 0.123005 0.0317303 0.00976355 0.0547387 0.028044 0.020207 0.0912745 0.0825611 0.0676142 0.0226127 0.0275866 0.0450015 0.0332483 0.0287962 0.0217025 0.00770437 0.0251877
internal_count=4633 1818 1799 45 1754 1689 1643 1598 1521 323 1198 1088 912 789 90 76 176 72 49 699 680 653 84 77 569 433 376 336 43 123
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=9 9 15 12 15 5 5 2 13 3 10 0 9 7 8 16 9 17 13 5 17 2 19 13 17 3 4 10 0 18
split_gain=0.0033202 0.0289319 0.011446 0.0131582 0.00752263 0.00773775 0.00536362 0.0052884 0.00822332 0.00994664 0.00968237 0.00815076 0.00803382 0.00937617 0.00729191 0.00566564 0.00671212 0.00607743 0.00590533 0.00931592 0.00710495 0.00531317 0.00517437 0.00774269 0.0048796 0.00564104 0.00752037 0.00465753 0.00440396 0.00439796
threshold=179.11733629770001 177.59430306730005 30.632308446700005 147.73915704645003 28.444110612900001 32.896841258100004 30.922794813800003 186.79363985910004 105.40368946235002 82.234557294150008 70.348883899450016 85.769879735700016 47.331347365000006 19.729453620400005 1.3489472949000001 11.864972254500001 36.083943265750008 201.00900942685004 106.01665791610002 30.359384049000003 174.72950843050003 292.59177727695004 10.650859343850001 91.399511060850017 169.76344673365003 112.7969493211 254.21219862280003 84.92839234085001 71.340924949550015 16.480789591400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 10 -1 -11 -10 24 29 22 17 -17 20 28 -18 -22 23 -9 25 26 -14 -24 -20 -12
right_child=-2 -3 3 -5 -6 -7 -8 15 12 11 14 -13 13 -15 -16 16 18 -19 19 -21 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.099920595360425996 6.3885021002030155e-05 -0.10044819360502613 0.099163882214498927 -0.002276952309937243 -0.10013995771761762 0.081229362251176718 -0.064264236264159974 -0.026791876505530068 0.09375352383313354 0.016962445544062132 0.047906764983271073 -0.10022800525038862 -0.10010692668324493 -0.10027065837715375 -0.10004408643969159 -0.081610401812979447 0.087290464869730022 0.077619304199217476 0.0047143926076648641 0.061340954327812648 -0.022573906994752674 0.052242196702647486 -0.10018324538919565 0.090494843617895226 0.070549621924947445 0.091904559981485362 0.1000827820995133 0.043199228939733596 -0.10019499930312553 -0.10007332851663564
leaf_weight=0.007287383862150775 51.324260028332723 0.031912018388766228 0.022834624803181214 0.029060760363400107 0.0087042211069956466 0.0098703340811390206 0.016444945445992731 0.024583489649941725 0.0093965265550650656 0.0073566620915028738 0.009717083523241854 0.03070917514704874 0.0082446408027045948 0.0086944933768222654 0.009322937187619118 0.010617579567679059 0.025280389012220184 0.0030959667949588274 0.0068111474977711186 0.011166221877786597 0.017065385108139708 0.021389282780717167 0.011588846597783586 0.007299855526071041 0.010899167155002942 0.0034903124796983329 0.0024294999893754729 0.0028159912822900432 0.0096999711555980639 0.0025316236620369645
leaf_count=4 2815 19 10 35 65 46 45 286 5 25 52 145 109 237 160 109 26 36 13 9 50 43 69 9 34 5 1 32 30 109
internal_value=-5.09622e-06 -0.00931411 -0.000966809 0.0423583 -0.00854952 -0.00577954 -0.00886946 -0.00538577 -0.0220644 -0.0440122 0.000264078 -0.0775796 0.0119725 -0.0107912 -0.0334021 0.00673979 0.0195755 -0.0456627 0.0293625 -0.00920722 0.0461116 0.0190404 -0.0224117 6.15201e-05 0.020249 -0.018456 -0.0545425 -0.0721535 -0.0569179 0.0173215
internal_weight=51.7046 0.380321 0.348409 0.0518954 0.296513 0.287809 0.277939 0.261494 0.11008 0.0669249 0.028859 0.0380658 0.0431546 0.0337581 0.0215716 0.151414 0.105126 0.0137135 0.0914124 0.0276773 0.0637351 0.0384547 0.0462882 0.0318833 0.0250636 0.0141645 0.0106741 0.0144048 0.0165111 0.0122487
internal_count=4633 1818 1799 45 1754 1689 1643 1598 886 495 325 170 391 386 321 712 316 145 171 52 119 93 396 295 149 115 110 101 43 161
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=14 8 8 3 16 2 0 0 15 5 0 16 0 10 8 5 16 7 2 13 18 17 15 18 19 4 5 5 5 0
split_gain=0.00303972 0.0180577 0.0474763 0.00331629 0.0942222 0.0684388 0.0486804 0.0367485 0.129248 0.0806844 0.0878345 0.0583453 0.0237721 0.0221993 0.0954719 0.16829 0.0377736 0.0716463 0.0843281 0.0521239 0.0261237 0.0216735 0.0215178 0.0214471 0.0209836 0.0190174 0.0123086 0.0109207 0.010801 0.0107883
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 85.589753040950015 19.224955043700003 137.50513673700002 92.168410086200012 95.746747857800017 29.171703351550004 18.331716563250001 94.985914206850012 19.134955254150004 93.843319501450011 66.859265246100009 8.1436447804000007 17.886193876600004 20.834951278800002 23.032419884600003 137.50513673700002 113.89115178020002 13.328768336950002 191.86029796145002 30.632308446700005 14.349689277800001 13.151061067750001 143.58239362595003 22.533652790000001 18.595543819400003 18.946524085150003 96.082805124100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 24 8 9 10 -2 -10 21 16 -15 -16 17 19 -19 -6 22 23 -21 26 -5 -9 -7 -11 -29 -27
right_child=3 2 -4 4 13 12 -8 25 11 27 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.040129901406932865 0.0037059762663767953 -0.092263770178212981 0.028261101326390582 -0.091127503917379199 -0.10226172492296007 -0.089967569488232174 0.095906819262338849 0.1006480429508772 -0.10100748595749438 0.10091809041850333 -0.095504475941821251 -0.01103719071736383 0.087385908342522967 0.03267010157034006 0.010938865211937184 -0.10141366706935305 1.7886884800950509e-05 0.10040036334916572 0.001071277157471347 -0.0084716413836840639 -0.066060762561501452 -0.10109117847981056 0.099991096289985093 0.097743173767756375 0.055246700422590361 0.03190032977507417 0.00084570698904407504 0.086544084037590369 -0.0070527197087914455 -0.00016803831884892276
leaf_weight=0.046956634673512521 0.63284513425082412 0.065546637211809866 0.065186755015020026 0.021476647159687556 0.059011309407650425 0.021034561452779599 0.22767045187789847 0.01880629546940582 0.22008992338354005 0.074865482747554779 0.10388732236889098 0.10718004769387335 0.022034300154700759 0.26542264855015574 0.29036783461924642 0.24649303551086632 31.692229909145496 0.18075863074045628 0.16213729971786961 0.035503180547877378 0.028066650018445216 0.028869956534539831 0.037728190517555049 0.017529077146718919 0.018004005875653206 0.10556532207943092 0.051384017235003077 0.024962578332633711 0.024362494073102425 16.784702336484131
leaf_count=22 70 15 35 278 8 62 40 1 245 3 60 31 15 33 17 59 1096 22 24 108 5 47 10 15 94 33 203 7 36 1939
internal_value=-5.06051e-06 -0.0130619 -0.0321672 3.99867e-05 0.000630604 0.048392 0.0781307 -0.00105023 -0.0180495 0.00228525 -0.0102838 -0.0715425 -0.00801292 4.00552e-05 -0.0163908 -0.0406464 0.000449499 0.0276327 0.0534329 -0.0275529 0.0159688 -0.0257043 0.0474075 -0.00150782 -0.0243778 0.000144296 -0.0255317 0.0768482 0.040315 3.23912e-05
internal_weight=51.6807 0.17769 0.130733 51.503 33.4057 0.408003 0.267151 18.0973 1.18819 0.860923 0.736732 0.32727 0.140852 32.9977 0.802284 0.536861 32.1954 0.503205 0.342896 0.160309 0.101298 0.118818 0.0732314 0.0899477 0.0394807 16.9091 0.0724186 0.124191 0.0493251 16.8903
internal_count=4633 72 50 4561 2136 754 412 2425 452 176 130 276 342 1382 109 76 1273 177 46 131 123 327 118 280 372 1973 265 46 43 1972
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=3 8 13 9 9 9 9 15 7 7 8 9 4 9 5 17 18 4 18 10 4 5 9 15 18 2 6 10 7 15
split_gain=0.00465436 0.0181632 0.00482864 0.00580725 0.00589926 0.00451147 0.0248308 0.0116721 0.0133626 0.0125167 0.00930234 0.0087208 0.00622917 0.00913747 0.00648985 0.00915598 0.00713012 0.00550454 0.00727871 0.00726571 0.00908348 0.00738237 0.00592003 0.00437404 0.0200073 0.0203093 0.0239356 0.0148306 0.0284093 0.00523155
threshold=76.190903416900014 7.7439566930000003 96.789869612400011 72.978853106700015 58.084576609100004 179.11733629770001 177.59430306730005 30.632308446700005 22.958251375150002 22.398098708400003 5.1459841250500009 74.737174262250008 224.75522095420004 70.962358586000008 13.252098438300001 174.47088669260003 14.349689277800001 241.58130306185004 11.780626785300003 55.855406118200008 301.3713391001001 21.100330328400002 61.192192081150004 19.846565044850003 15.771515858900001 138.24741514690001 13.305310876450003 79.328334055150009 26.120741156850006 23.884857921950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 10 -9 11 12 13 -2 -14 17 -17 -16 -19 -20 -21 -22 -23 24 -7 27 -27 -26 -29 -25
right_child=5 -3 -4 -5 -6 23 -8 9 -10 -11 -12 -13 14 -15 15 16 -18 18 19 20 21 22 -24 29 25 26 -28 28 -30 -31
leaf_value=-0.0085198285143448221 -0.075298460938108325 -0.10022443574125631 0.064776427181326396 -0.069384546690811538 0.079622911338510266 0.0009256784509232409 -0.10040565698936291 -0.01193552631838999 -0.10011243122209933 0.089688850589811561 0.10005372297746923 -0.10006544626020837 0.055383859599387908 0.060762573329831253 0.074742862136060462 -0.10022048983136554 0.0012885835047817095 -0.055981388816801647 0.089371051075829877 -0.076616835186768664 0.067570489928153107 -0.064614301588799355 0.028740271586669437 -0.0030206133156276886 0.10022640888146228 0.045592258339584607 -0.068711762318792211 -0.10037820002544773 0.090905866545434991 0.00031371454301800977
leaf_weight=0.049614966757344336 0.02348593941841276 0.022702317819128126 0.010333354929798588 0.01279909887948083 0.0089652619208209217 1.0577272084087841 0.028868880937807262 0.023034567457088428 0.016186286052429111 0.025577335639809462 0.0079966631019487977 0.010184736675187656 0.020699725572512762 0.0062491297461519926 0.011361692865193618 0.015682539755445646 0.012383938890707213 0.01798344929028417 0.011146682424396204 0.011929377423655296 0.019813283695839345 0.012160033962572925 0.015390106224913325 5.2596212878454756 0.058381176320835837 0.046077988818069571 0.030410498963647115 0.012759495612044702 0.019832851452520117 44.67130828100138
leaf_count=649 107 134 21 325 11 31 14 32 184 10 12 365 61 93 18 54 15 26 20 36 15 22 27 234 10 36 18 75 10 1968
internal_value=-6.00041e-06 -0.0210975 0.000886367 -0.00836279 0.00496975 3.68069e-05 -0.0123978 -0.00267323 -0.012779 0.0415345 -0.00558386 -0.010066 -0.00492468 -0.0467038 0.00343815 -0.00497212 -0.055431 0.00922049 0.000801355 0.0152982 0.00137295 0.0210162 -0.0124644 0.00010733 0.00601037 0.0381264 0.000146958 0.0700587 0.0160206 -3.75167e-05
internal_weight=51.5507 0.104415 0.0817127 0.0713793 0.0585802 51.4463 0.290134 0.261265 0.212654 0.0486119 0.196467 0.188471 0.178286 0.0297351 0.148551 0.127851 0.0280665 0.0997846 0.0884229 0.0704395 0.0592928 0.0473634 0.0275501 51.1561 1.22519 0.167462 0.0764885 0.0909735 0.0325923 49.9309
internal_count=4633 1140 1006 985 660 3493 1111 1097 1055 42 871 859 494 200 294 233 69 164 146 120 100 64 49 2382 180 149 54 95 85 2202
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=3 8 19 7 5 8 9 10 18 5 10 9 9 17 7 7 15 15 8 17 9 7 15 15 2 19 9 13 18 10
split_gain=0.00394701 0.0166937 0.00447513 0.00433733 0.00711615 0.00702589 0.00433367 0.00409362 0.00393754 0.00610678 0.00665536 0.00390896 0.0226194 0.0113265 0.0128016 0.0133895 0.0155074 0.011295 0.00919501 0.00967456 0.00880395 0.00564033 0.0142624 0.00556827 0.00573799 0.00529449 0.00477944 0.00383819 0.00367646 0.00710652
threshold=76.190903416900014 7.7439566930000003 9.4507625164000029 24.103872582350004 11.452575093200002 1.8485574041500004 34.081285676850008 90.679004281900021 17.232128601400003 2.7155367820000005 78.473404369650012 179.11733629770001 177.59430306730005 195.59800312745003 21.833224794850004 20.797746106000002 16.701926737050005 19.629961251100003 5.1459841250500009 179.33099108465004 71.932467616300016 22.673598830200003 32.355961258350007 22.853312863800003 186.79363985910004 11.550931964450003 65.064848378650012 96.789869612400011 16.622853636350005 78.895492296100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 6 -4 8 9 -5 -11 12 13 14 15 18 -17 27 19 20 23 -19 -23 25 26 -2 -25 -16 -13 -30
right_child=11 -3 3 4 -6 -7 -8 -9 -10 10 -12 28 -14 -15 17 16 -18 21 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10003978000244465 0.021015200699726736 -0.1002030950402053 0.043109566020716451 0.057738152556051317 -0.08676985602012377 0.094098940392810887 -0.088146467486912142 -0.066910155823185533 0.051754603178383353 0.093470251885830816 -0.10004702801019297 -2.0146308521958732e-06 -0.10036693341605288 -0.087096865017977199 -0.10022488436103361 0.045056963518039797 -0.089473351005341026 0.094626742568782285 0.099917465489821486 0.08499871274142029 -0.10006680432243534 -0.10011417240151013 0.10029675534317398 -0.058494167366053076 0.049955134349666093 -0.049956378971655092 0.02863496402220285 0.021955653455522743 0.02932726010125436 0.0026626984417150563
leaf_weight=0.0041693329034576667 0.015675754179937551 0.020546058982091608 0.0053617897538060788 0.0073148057864074181 0.0096635206435848886 0.012293063967263151 0.0047385094167111674 0.0062535710129907321 0.019444270636483907 0.0022355470354114013 0.0086677290658343509 50.455158682204711 0.026131209873710759 0.014897379060381688 0.0059363427708660765 0.011366572186326751 0.034805422480339132 0.028278586676346862 0.0096898378624246106 0.011778698302148616 0.0099497408394123021 0.0060130761893617555 0.0086725205183029175 0.012594539793212789 0.029686580169482113 0.031904768897334179 0.012588615881213627 0.0045355188873372754 0.12123944100585404 0.56923812926072515
leaf_count=304 31 134 25 41 89 19 21 244 103 6 154 2228 14 99 66 36 152 41 17 34 347 86 1 20 56 69 32 10 71 83
internal_value=-5.43992e-06 -0.0197852 0.000831616 0.00636737 -0.00907959 0.0433265 -0.0184686 0.00801584 0.0204568 -0.0129476 -0.0603693 3.32917e-05 -0.011868 -0.00255707 0.00283714 -0.0099197 -0.0563548 0.0458184 0.00609603 -0.00122499 -0.0102606 0.0685162 0.0182377 -0.00153883 0.0201708 -0.0265743 -0.0149398 -0.0473067 9.71673e-05 0.00734467
internal_weight=51.5208 0.100688 0.0801421 0.0759728 0.0535794 0.0223934 0.0101003 0.0439159 0.0376624 0.0182181 0.0109033 51.4201 0.274505 0.248374 0.233477 0.180041 0.046172 0.053436 0.133869 0.124179 0.1124 0.0429642 0.0146856 0.10245 0.0548697 0.0475805 0.0251832 0.0104719 51.1456 0.690478
internal_count=4633 1140 1006 702 637 65 46 548 304 201 160 3493 1111 1097 998 794 188 204 606 589 555 128 87 208 108 100 52 76 2382 154
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=3 8 19 7 8 5 9 6 15 10 9 9 17 7 7 15 15 8 17 9 2 4 0 13 17 2 7 15 4 17
split_gain=0.00347012 0.0152011 0.00403317 0.00379949 0.00633976 0.0062486 0.00377249 0.00372869 0.00390625 0.00339679 0.00339073 0.0205942 0.00996389 0.011339 0.0116813 0.01374 0.0101399 0.00834628 0.00843742 0.00803891 0.00513669 0.00676251 0.00548169 0.0103338 0.00824971 0.00673215 0.00497134 0.0129023 0.00433432 0.00393074
threshold=76.190903416900014 7.7439566930000003 9.4507625164000029 24.103872582350004 1.8485574041500004 11.452575093200002 34.081285676850008 8.0101871567500016 17.138389019350004 90.679004281900021 179.11733629770001 177.59430306730005 195.59800312745003 21.833224794850004 20.797746106000002 16.701926737050005 19.629961251100003 5.1459841250500009 179.33099108465004 71.932467616300016 145.83272221200002 241.58130306185004 71.249517373150013 107.58940592240002 171.19957438235002 223.87650328090004 22.673598830200003 32.355961258350007 169.30632827135003 190.78889055330004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -4 8 9 -5 11 12 13 14 17 -16 -15 18 19 20 28 -22 24 25 -23 -24 -18 -28 -2 -17
right_child=10 -3 3 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 16 15 29 26 -19 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10003599527635272 -0.0011926094359788609 -0.10018378809314998 0.039534415944197793 0.029776370391755059 0.092910195200601425 -0.084444459750659617 -0.085987256519211658 0.076895194959513843 -0.067441527011973201 -0.058841679702923116 8.7484639358789901e-05 -0.10033191230271464 -0.084807551368881615 -0.045381692946567839 0.041393548929232304 -0.10049600489785893 0.093471446981526637 0.09988525704462127 0.082447562127153193 -0.10006044868311244 0.087625699917597999 -0.10026266062189462 -0.077029027057249691 0.070309373072070303 0.019048031655779309 0.020689826278548207 -0.10010330393449765 0.10026844568936051 -0.10014146346175681 0.0059574871585881843
leaf_weight=0.0037727038500897639 0.0089193516527676375 0.018594243672801269 0.0052672416759378393 0.022132540304056647 0.011258576825639466 0.0089727551497844615 0.0043899151992263796 0.0065363539867977485 0.0078693746765559069 0.0053760233798101345 51.143838917643599 0.023652329778997228 0.01382553562392097 0.0098872278358754784 0.011147417645291036 0.028241601062056532 0.0258883015120972 0.0087704173743077263 0.010971175133698274 0.0090034405787406402 0.0096701121619844344 0.01177356397317908 0.012472128676108696 0.021173277071113716 0.011413436237489805 0.016217271206187434 0.0054414168928360604 0.007849324494600296 0.0087891924870859839 0.0039542631951690046
leaf_count=304 11 134 25 159 19 89 21 41 149 199 2382 14 99 76 36 142 41 17 34 347 15 40 34 19 13 17 86 1 59 10
internal_value=-5.45448e-06 -0.0191842 0.000744627 0.0060399 0.0419205 -0.00870782 -0.0175248 0.00750541 -0.0053149 0.0124577 2.96807e-05 -0.011382 -0.00244486 0.00269411 -0.00937002 -0.0542917 0.0451115 0.00570315 -0.00115728 -0.00953916 -0.00142389 0.00904018 -0.00136276 0.0173175 -0.0415338 -0.0217914 0.0679484 0.0182334 -0.0503034 -0.0874215
internal_weight=51.4971 0.0941697 0.0755755 0.0718028 0.0209157 0.050887 0.00965716 0.0419143 0.0353779 0.0275086 51.4029 0.259061 0.235408 0.221583 0.172517 0.0433433 0.0490663 0.129173 0.120403 0.109432 0.100428 0.0827198 0.0730497 0.0498627 0.023187 0.0286894 0.039179 0.0132907 0.0177085 0.0321959
internal_count=4633 1140 1006 702 65 637 46 548 507 358 3493 1111 1097 998 794 188 204 606 589 555 208 138 123 70 53 51 128 87 70 152
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=6 5 17 14 18 10 10 2 6 16 9 9 2 6 10 0 4 7 0 18 18 6 10 7 18 2 9 6 5 3
split_gain=0.00288549 0.0111301 0.0280321 0.0270309 0.022796 0.0184256 0.0649008 0.0453282 0.0126593 0.0153576 0.0131053 0.0284817 0.0130866 0.00968313 0.0674875 0.0212562 0.0161814 0.0173318 0.0113813 0.00983873 0.0271304 0.0088714 0.0159527 0.0120666 0.014172 0.0162628 0.0080502 0.00774678 0.063053 0.104192
threshold=16.455384477450004 22.825270530250005 197.26918533450001 265.16683954625006 13.629518043050002 61.907125369850007 61.950140699950005 191.54391932205002 16.565387047600002 22.594947163200004 199.17419511990002 190.36745536595001 82.092636011950006 16.565387047600002 61.821094709650005 87.028078140750011 235.16798915710004 22.958251375150002 86.162394622750014 12.816643511250001 13.023955459300002 16.715390552450003 57.772276765200012 21.698399695800003 11.939817493900003 45.979371440700014 201.65416293750005 14.825346391850003 18.280220412300004 86.26455603170001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 3 13 8 -4 -5 -7 -8 10 -10 11 -2 -11 16 19 -16 -3 -18 -19 21 -21 -15 23 24 25 -23 -6 -1 29 -29
right_child=1 2 4 5 26 6 7 -9 9 12 -12 -13 -14 14 15 -17 17 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00070663348843617553 0.0046229481451998886 0.016746740834329504 0.0026298975562668134 -0.0015926778732780996 0.10053582813415472 -0.0061908465102455765 -0.016282413532058861 -0.10229643859534153 0.016733387276851964 0.0076924573890864885 -0.00057690507738441957 -0.019039068050015193 -0.0076451592763516225 0.00059636969405917756 -0.10297566290567511 0.040166417232301826 -0.015029757113254917 -0.00044791761751786761 0.01134228944386056 0.089698891812113879 -0.024953359548990913 -0.10027146009526754 -0.077351512589895505 0.10009378324576422 -0.10057032062242229 0.063434608592959157 0.045453944386091433 0.078244949551689272 0.0011666229627279303 -0.025520667086679466
leaf_weight=20.243491867325776 0.82235727692023131 0.72574059921578271 0.091739873983897158 0.49639519711490787 0.048775134893620731 0.52683268208056688 0.10255237686214969 0.15218937442114111 0.74039861174268429 1.1248473963059953 4.6344048023966025 1.3337350939400492 1.1006187289531224 0.86983032481424483 0.087586814826604242 0.011767964577302337 0.60908610778005812 2.7103872246836436 1.1731175431632435 0.041984531898833666 0.040595359906155482 0.0082860868424177725 0.042401483670950313 0.010589231969788671 0.0143625926095865 0.022671891718592907 0.05818543288478395 0.26666157523868506 13.209547893718602 0.15188238106202334
leaf_count=2720 32 34 11 4 7 4 11 48 57 32 35 35 20 31 158 7 94 64 14 26 32 6 57 5 81 151 41 43 748 25
internal_value=-5.51754e-06 -0.00104415 0.00221542 -0.0029841 0.0392031 -0.0166595 -0.0262288 -0.0676694 -0.00119278 0.00425772 -0.00357337 -0.0100141 0.000107139 0.00106137 -0.00724469 -0.0860214 0.00289196 0.00065383 0.00311363 0.000204324 0.0333371 -0.00262181 -0.0310954 0.00398482 -0.0184712 0.0196177 0.0705719 0.000534212 0.00237739 0.0405902
internal_weight=51.473 17.6014 6.56711 11.0343 0.1987 1.27797 0.781574 0.254742 9.75636 2.96586 6.7905 2.15609 2.22547 6.36841 1.15008 0.0993548 5.21833 4.49259 3.8835 1.05072 0.0825799 0.968142 0.0983113 0.0559098 0.0453206 0.030958 0.106961 33.8716 13.6281 0.418544
internal_count=4633 1097 819 278 59 67 63 59 211 109 102 67 52 760 554 165 206 172 78 389 58 331 300 243 238 157 48 3536 816 68
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=13 19 0 10 7 8 15 2 0 3 6 15 5 16 6 16 16 5 17 6 0 17 2 0 6 18 5 4 17 5
split_gain=0.00349649 0.0130828 0.00953895 0.0290646 0.0209462 0.0110093 0.00984259 0.131731 0.0337156 0.0537802 0.0273177 0.0213774 0.0145739 0.0340025 0.0223826 0.0658177 0.107728 0.0492028 0.03345 0.0290671 0.0171433 0.0125701 0.0989919 0.0333089 0.0307709 0.0240356 0.0206807 0.0320092 0.0149071 0.0143876
threshold=117.60660091645001 14.651182102100002 85.495657006400009 61.993156030000002 19.506002767000002 5.9453602998000008 39.203018015350004 147.79312796670004 85.968825637350008 93.733092718100025 16.425383776450001 39.864684991950007 20.911722254300006 22.594947163200004 16.425383776450001 22.494947397000004 20.904951115100005 21.950234501100002 188.13858192940003 14.055328400500002 86.420486603250012 195.44378352670003 224.74008820395002 87.028078140750011 14.935348962050002 13.378437733750003 24.148799123900002 248.32992249220004 205.96542837505004 22.573811927200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 10 9 -4 -8 -9 20 14 15 16 17 18 -14 -19 -10 25 -23 -24 28 26 27 -13 -25 -27
right_child=-2 -3 6 4 -6 -7 7 11 12 -11 -12 21 13 -15 -16 -17 -18 19 -20 -21 -22 22 23 24 -26 29 -28 -29 -30 -31
leaf_value=-0.0026411396386154594 -0.0017558838955566353 0.0253426800819017 -0.094485002417600009 0.096367697080438186 -0.10104562203643902 0.10027971674058112 0.03500381632756501 0.018330361076413369 0.016996890046303333 -0.0009494476142544603 0.089907198004414171 0.003273849108071894 0.014287967557012933 -0.023522013361393354 0.00011221967183960689 -0.076194371554844265 0.097588006371374728 -0.054665711782357906 -0.10462339791391084 0.099432050890309764 0.00048560205756162649 -0.0782806430477056 -0.0064245741418287308 -0.10065204876654749 0.072045485044837196 0.00098314534918114769 0.005563280734251135 -0.0164798737169627 0.025488415227615021 0.02314847134349992
leaf_weight=0.05783076988777569 9.3330452975808509 0.20896914772310893 0.098613575217318394 0.0060089508401688354 0.050918063289773663 0.012670421987422742 0.18188643757639056 0.63799915303479604 0.64452140795765345 0.16320456656215221 0.18061667686561123 1.5707489440683278 0.032047795525499079 0.81358763063326467 5.2392366702842992 0.15272512007504702 0.086670379037968814 0.019459263191322407 0.090347190659713306 0.032998048670265234 25.830138491679339 0.17941420062561508 0.56456652159532794 0.017221048129286487 0.11465040109396796 0.51399223420753493 2.1542647093284018 1.7169847943941929 0.02054716348357033 0.68064011939048896
leaf_count=397 447 38 16 9 205 9 31 24 41 31 15 16 34 32 108 14 7 48 39 14 2768 35 35 20 49 10 50 35 24 32
internal_value=-4.83013e-06 0.000383601 0.000259017 -0.0270594 -0.0802076 0.0158557 0.000342423 0.00337158 -0.00043609 -0.0361795 0.0623594 0.000754619 -0.000152004 -0.00440776 -0.00165705 -0.024034 0.00642685 -0.0387597 -0.0734878 0.0422688 0.000887567 -0.000733934 -0.0118489 0.00477461 0.046257 0.000767346 -0.00205228 -0.00704233 -0.0320274 0.0136118
internal_weight=51.4065 42.0735 41.8645 0.127428 0.056927 0.0705012 41.7371 8.53353 33.2036 0.261818 0.362503 8.17103 32.9417 6.46707 5.65348 0.414248 0.261523 0.174852 0.122395 0.0524573 26.4747 7.53303 0.896399 0.716985 0.152419 6.63663 5.442 3.28773 0.0377682 1.19463
internal_count=4633 4186 4148 620 214 406 3528 376 3152 47 46 330 3105 296 264 156 142 135 73 62 2809 306 163 128 93 143 101 51 44 42
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=6 5 17 18 14 13 13 2 6 16 5 10 2 5 18 2 10 3 14 0 9 6 5 3 6 16 17 6 2 2
split_gain=0.00325041 0.00815789 0.0233563 0.0211024 0.0202111 0.0147577 0.0554068 0.0472012 0.009841 0.0128249 0.0111039 0.0238489 0.00953385 0.00862098 0.0219568 0.017516 0.010379 0.102597 0.00918272 0.0132944 0.00859088 0.007796 0.0527747 0.0907053 0.0573724 0.100853 0.0628911 0.0341672 0.0675607 0.0542749
threshold=16.455384477450004 22.825270530250005 197.26918533450001 13.629518043050002 265.16683954625006 117.73026999045001 117.66037007905001 191.54391932205002 16.565387047600002 22.594947163200004 21.191508333600002 61.950140699950005 82.092636011950006 23.714185006400005 13.258241318650002 145.83272221200002 61.987779113750001 94.227769014100019 276.70898201215005 71.249517373150013 201.65416293750005 14.825346391850003 18.280220412300004 86.26455603170001 15.045351532250001 19.224955043700003 196.21449749970003 15.575363915900002 156.97960885415003 95.315866703450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 4 13 -4 8 6 7 -6 10 -10 11 -2 -11 14 15 -3 17 -15 -19 -20 -5 -1 23 -23 25 26 -24 28 29 -26
right_child=1 2 3 20 5 -7 -8 -9 9 12 -12 -13 -14 16 -16 -17 -18 18 19 -21 -22 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00067480428731045861 0.0023031008555536993 0.0088135813168968031 0.0012753984607895262 0.10048720907251346 -0.011872132250856897 -0.0012546778063851237 -0.0053698596378761584 -0.10203847412690188 0.015074107557043127 0.0063360671466835584 -0.00037162113499853865 -0.017931906685128587 -0.0067795377080137262 -0.10199732780166433 0.019625652187343239 -0.014397427757706272 0.0010505703756012348 -0.0023126640315869807 -0.024324966228691486 0.086070240893630162 0.041735980619520711 0.074898883069989625 -0.04036958469906074 -0.023155844402939534 0.036915052699137751 -0.096671611894212389 0.07385381558886607 0.0015361472961822357 0.073610768091341039 -0.072410997804167682
leaf_weight=20.241683069280008 1.0548863485455533 0.7078534976917592 0.091850202414207049 0.044320878720309764 0.10134671449486521 0.49749347886245232 0.52923648152500391 0.13592549056193093 0.73196908708228425 1.1134778500709219 4.4283065549461753 1.3005534918047486 1.1034953785274408 0.10976653843340489 0.74842254160648725 0.60130514833144844 3.1225119502118348 0.97446810348086976 0.017779959443326332 0.028226378427218757 0.05676656339528563 0.25136176071828131 0.10906483446325221 0.15102014248259366 0.10332309473915202 0.16154653632838745 0.086381814720476235 12.436063027446044 0.19212332816186972 0.081016266413314497
leaf_count=2720 9 32 11 7 11 4 4 48 57 32 60 33 20 52 24 14 118 420 59 41 41 43 25 25 28 32 22 584 39 18
internal_value=-4.0379e-06 -0.00111036 0.00169725 0.0359704 -0.00277073 -0.0146669 -0.0233719 -0.0635255 -0.00122575 0.00359711 -0.00332229 -0.00886964 -0.000192207 0.000649351 0.00596319 -0.00184739 -0.00192161 -0.0101328 -0.000251513 0.0434061 0.0674949 0.000568528 0.00242289 0.0380974 0.00133288 -0.0382087 0.0101139 0.00243462 0.0321149 -0.0111332
internal_weight=51.3135 17.5 6.50327 0.192938 10.9967 1.264 0.766509 0.237272 9.73269 2.94894 6.78375 2.35544 2.21697 6.31033 2.05758 1.30916 4.25275 1.13024 1.02047 0.0460063 0.101087 33.8136 13.5719 0.402382 13.1695 0.356993 0.195447 12.8125 0.376463 0.184339
internal_count=4633 1097 819 59 278 67 63 59 211 109 102 42 52 760 70 46 690 572 520 100 48 3536 816 68 748 79 47 669 85 46
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=13 19 16 8 13 18 5 7 7 17 3 13 13 9 12 7 6 2 5 5 18 13 0 5 15 2 6 3 15 3
split_gain=0.00335963 0.0102816 0.00932187 0.0392644 0.0117922 0.00900931 0.0355618 0.0176869 0.0175605 0.0567735 0.0483674 0.022279 0.0158542 0.013062 0.0111773 0.0110539 0.0135497 0.00856014 0.00846053 0.0399735 0.00771291 0.00787015 0.00874059 0.00898615 0.00717418 0.081852 0.0491994 0.0184054 0.0343262 0.0181336
threshold=117.60660091645001 14.651182102100002 22.594947163200004 8.3434888241000014 117.62810858150002 12.783127173500002 20.872540794500004 21.115414688150004 22.398098708400003 189.5403704096 89.993447458600016 117.59047016770002 105.40368946235002 67.711288258750002 211.51213392550002 22.557405306150006 16.375382608200002 305.67240907785003 23.967536448650005 24.650863849000004 11.634276750250001 116.05804903335002 76.535026057600007 26.429611911700004 38.86986296220001 147.79312796670004 16.425383776450001 93.216908757050007 36.370482311550013 92.813640037450014
decision_type=2 2 2 2 2 2 2 2 2 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 -1 17 9 10 12 13 14 -12 -7 16 -10 20 -6 -20 -8 22 -22 -24 27 26 -26 -17 -29 -27
right_child=2 -3 4 -5 18 8 7 -9 15 -11 11 -13 -14 -15 -16 24 -18 -19 19 -21 21 -23 23 -25 25 29 -28 28 -30 -31
leaf_value=0.082282024126857187 -0.0021588693087346458 0.022652758710913466 -0.014926622208968341 0.05863905563649538 -0.00048105727749674825 -0.072529915698299988 -0.064377121431461168 -0.10122496990780877 -0.0017826986242697582 0.073420894495393865 0.0044688672461543648 0.032965921186531244 0.092190686515886966 -0.10213383396663903 0.022244084170328294 -3.5039957227839387e-05 0.019725783526179375 -0.10014785383930323 -0.073156113811525134 -0.0026936672456557799 -0.10017532112212163 0.067328907257927589 -0.10007416587762707 0.08199382384760967 0.012461981715653929 0.01325080939191401 0.088245742546575107 0.00024583347843383567 -0.028344834130379439 -0.0011313024983878098
leaf_weight=0.062526267968976035 0.55378650083218772 0.20618784824910008 0.71361929633911625 0.13143462217703927 7.2027269662867184 0.018672863051352073 0.009339100232331532 0.019240217520611225 0.53987894448806517 0.048382649600117844 0.012690302028431688 0.01593305729329586 0.021188623446505517 0.12193484840580071 0.037304380667137593 29.825953277413738 0.64023269716085451 0.0066633635258986348 0.092702548676243057 0.61221318568129846 0.0073680003522582629 0.030128742875859871 0.0036720229378524047 0.010356483808322992 0.17056121037467065 0.99929906753712128 0.17210926409461536 1.1204881293550837 0.67164561996469263 7.1442570776374055
leaf_count=19 104 38 32 15 164 89 124 22 31 58 27 2 11 185 66 2744 24 50 44 88 71 39 98 25 30 169 15 42 19 188
internal_value=-4.35633e-06 0.000377252 -0.00172311 0.00950299 -0.00261536 0.000267136 0.0247886 -0.0166421 0.00017905 -0.0249562 -0.0458575 -0.0788513 0.0185167 -0.092085 -0.00937058 0.000347152 0.00988606 0.00745754 -0.00150434 -0.0119601 0.0192381 0.0343936 -0.0119832 0.0343367 6.64596e-05 0.00264813 0.050525 -0.000626456 -0.0104692 0.000633532
internal_weight=51.2225 41.916 9.30648 0.685221 8.62126 41.7098 0.149294 0.0867679 41.5605 0.276107 0.227724 0.150558 0.0771659 0.134625 0.0559772 41.2844 1.18011 0.0675277 7.90764 0.704916 0.0608644 0.0515252 0.0213965 0.0140285 40.1043 8.48623 0.34267 31.6181 1.79213 8.14356
internal_count=4633 4186 447 119 328 4148 448 429 3700 438 380 214 166 212 155 3262 55 407 296 132 357 233 194 123 3207 402 45 2805 61 357
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=9 9 17 4 17 7 2 18 18 4 9 3 3 2 2 2 0 13 5 6 2 2 13 8 16 13 3 13 5 7
split_gain=0.00326891 0.0117852 0.0167001 0.0279014 0.0579362 0.00976722 0.0365757 0.0275189 0.1134 0.0271819 0.0174896 0.0664974 0.0667256 0.0697859 0.0316851 0.0169948 0.0146634 0.110684 0.034973 0.0342163 0.00932773 0.098956 0.00931587 0.111691 0.0806984 0.044205 0.0423125 0.0332728 0.0257539 0.0361995
threshold=201.65416293750005 199.17419511990002 192.19686994285004 184.37197564920004 187.96055726210002 25.334697901700004 72.043920985000014 14.766942149300002 15.288668002700001 204.58875460410005 204.89606367675003 92.913112988300014 92.122706297950018 109.21625436180001 197.03438354685002 175.26802860955004 88.350799540950007 112.67059178900001 17.687678651600006 16.245379570700006 79.265746973750012 96.242542698950004 109.47132661375001 8.2435668022500028 18.754956142750004 108.18355516925001 86.092494711350014 106.71565703005002 18.678742451450002 23.781511574300001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 7 -7 10 9 -9 11 12 13 20 -13 -15 -12 18 -18 -19 -2 -22 23 24 25 27 -24 -1 -28 -30
right_child=5 2 -4 4 -6 6 -8 8 -10 -11 16 14 -14 15 -16 -17 17 19 -20 -21 21 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00025390526418325114 -0.0033352476074020674 0.001865922123627517 0.00028785666831534812 -0.0038053311806466776 0.037159953291912372 0.070681525411254595 0.00095181971043801746 -0.10264559623449186 -0.0017172457375624088 -0.041020214781295958 -0.0020203632101948111 -0.10228261009069145 0.059127738588017981 -0.090078265809848485 -0.015273142411909578 -0.032921293919213106 0.0089407219689386138 0.02985903581337775 -0.019536335627613248 0.094815589968852546 -0.10089444498270282 0.083616728714531047 0.024842869846758698 -0.10647682794790425 -0.086596313182522131 0.068104401450968688 -0.019092201378319799 -0.078366135223935915 -0.00081443379540330197 0.020892416269623494
leaf_weight=3.4562550702456898 0.57837353947252423 2.2069144940094234 5.9738376663548252 0.59773912984837074 0.81726926495616681 0.076015425707812834 7.2252620136684786 0.14516624438510817 1.11582212918438 0.14118862172927038 5.3611288411162548 0.10880174813792098 0.15043349156621844 0.11187059203803074 0.068016252930419796 0.097237365611363202 1.1462598657890342 0.1661011251144372 0.69138863516923255 0.15845423861173913 0.042316487757489085 0.092832561873365194 0.67604702209427969 0.10574688996553039 0.11007750684075279 0.093714305088113181 0.72544595438557991 0.055406178677799178 18.078719266508134 0.8023577619956076
leaf_count=1471 32 29 120 36 22 41 740 52 45 35 226 26 23 12 21 29 26 38 59 31 64 12 22 9 66 56 32 114 1109 35
internal_value=-3.21721e-06 0.000572335 0.00353621 0.0088939 0.0198551 -0.00111303 0.00167779 -0.00311557 -0.0161238 -0.0722609 -0.00103653 -0.0119907 -0.00262767 -0.0126968 -0.0688128 -0.0634997 0.000783338 0.00773504 -0.00177336 0.0615721 0.00219171 0.0258445 -0.00060759 -0.00513689 -0.00225261 0.000322526 0.000245721 -0.00148634 -0.000602406 0.000108006
internal_weight=51.1762 33.6995 9.59576 3.62192 1.41501 17.4767 7.30128 10.1754 1.40218 0.286355 8.77321 1.24988 1.07306 0.922631 0.176818 0.209108 7.52333 2.1622 1.83765 0.324555 0.713523 0.135149 24.1038 3.8212 3.71545 3.60538 20.2826 3.51166 19.6065 18.8811
internal_count=4633 3121 207 87 58 1512 781 731 132 87 599 219 172 149 47 41 380 154 85 69 108 76 2914 1716 1707 1641 1198 1585 1176 1144
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=6 5 17 19 14 10 12 6 19 9 9 9 18 16 15 7 12 19 3 16 2 3 0 5 5 18 17 6 3 9
split_gain=0.00321927 0.00734063 0.0194596 0.021153 0.0182259 0.0145045 0.0453731 0.00907876 0.0124064 0.00954589 0.00821608 0.0223863 0.00691161 0.0396834 0.0399567 0.0313487 0.0383275 0.0265422 0.0489755 0.0388732 0.0380548 0.0323443 0.0565906 0.0846134 0.0513477 0.046825 0.0464041 0.0299748 0.127083 0.0254827
threshold=16.455384477450004 22.825270530250005 197.26918533450001 14.551174033150001 265.16683954625006 61.907125369850007 247.65401887280004 16.565387047600002 14.351157895250003 180.48474949425002 199.17419511990002 190.36745536595001 13.956123578150001 20.674951653000004 26.912781836550003 23.445318439400001 254.38400358715003 14.351157895250003 88.813214339350012 20.834951278800002 285.01633004880006 87.130239549750016 93.047535894850014 19.327153142150006 19.426367441400004 15.064837217800003 206.93298589035004 14.845346859150002 85.589753040950015 195.13041324455003
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 7 -6 -7 10 -9 -10 11 -2 13 14 -1 16 -14 18 21 -20 -19 22 -17 27 -23 -25 -27 -24 -29 -16
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12 -13 15 -15 29 17 -18 20 19 -21 -22 24 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.013332135022839279 0.0047862651886699742 0.00061558652675847007 0.077105249136973822 0.0075519026900345886 -0.00087641807836024365 -0.06095991024447861 -0.0069211469401495628 -0.0023677666338321069 0.00040205294847336925 0.017841162001592886 -0.00086507062497115936 -0.016300643384038731 -0.092151020307364689 0.0013239329859967303 0.020606883602796638 0.056896286554532396 0.038681000182157137 -0.051203258942863518 0.084525735513624328 0.00035584235837701777 0.031017930299511831 -0.10141963873109952 -0.00039256808088980705 -0.10089376638589552 0.00082253811725633674 0.076090128325851727 -0.1013822114874849 -0.053307573907754452 0.086653264647862466 0.082413667471088276
leaf_weight=0.12493634155331612 0.80773561692330842 6.270957087415046 0.069438909392520176 0.11808103611838305 0.49872650000907082 0.22064167520147748 0.52529074497579131 1.6394629879234588 0.53072427987353854 0.76823564929509303 4.6135227778140688 1.3364178645424543 0.077259221018095015 14.46938198526426 0.11970671383494391 0.17289864557098056 0.031529347724983836 0.2196844004211006 0.12236617784031878 0.099476705771223806 0.075684730929424404 0.081776721121626816 17.319713405528187 0.12954507681251826 0.12300479068301229 0.03684819557211938 0.024548392988890555 0.1052941051821098 0.16899846622254699 0.15066763036884367
leaf_count=307 32 760 38 21 4 28 35 31 15 63 35 35 141 440 55 12 76 50 29 27 65 26 2042 115 26 29 28 28 27 13
internal_value=-4.20656e-06 -0.00110859 0.00156479 0.0333076 -0.00268672 -0.0140786 -0.0229054 -0.00122438 0.00341603 0.010716 -0.00324216 -0.00835688 0.000566774 0.00217796 0.0334375 -0.000707921 -0.054233 -0.000396199 8.15929e-05 0.0467831 -0.0301351 -0.000488831 -3.81926e-05 -0.000591688 -0.0400065 -0.066802 0.0051308 0.000126869 0.0329258 0.0550491
internal_weight=51.0526 17.3992 6.45848 0.18752 10.9408 1.24466 0.745932 9.6961 2.93842 1.29896 6.75768 2.14415 33.6533 14.8647 0.395311 18.7886 0.108789 18.6798 18.3845 0.221843 0.295369 18.1626 17.9578 17.7849 0.204782 0.190942 0.0613966 17.594 0.274293 0.270374
internal_count=4633 1097 819 59 278 67 63 211 109 78 102 67 3536 815 375 2721 217 2504 2389 56 115 2333 2281 2269 52 172 57 2097 55 68
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=0 15 3 15 3 19 13 18 19 5 7 3 7 16 7 9 4 17 5 8 6 5 3 18 16 18 5 0 3 9
split_gain=0.00338626 0.0261306 0.0365257 0.0101572 0.0346329 0.0356361 0.00950549 0.008629 0.0424277 0.0358894 0.101797 0.0444146 0.0262753 0.0967137 0.0337028 0.0384107 0.0263321 0.0223366 0.013352 0.0326556 0.0180046 0.0116085 0.0324818 0.0886873 0.0543506 0.0743972 0.0375167 0.0567944 0.0275591 0.0386598
threshold=86.09518316945001 33.423812040500003 94.472418703950012 42.968808980200009 93.776108048150022 14.451165964200003 117.56896250265002 13.304953393500002 14.351157895250003 22.744024947450004 23.209106085000005 93.292185584700022 23.109894804950002 22.554947256700004 23.032419884600003 195.34352961910002 186.21894689785003 186.51219468755002 21.252944829650001 8.1436447804000007 13.400313096150002 21.950234501100002 92.695347879750017 13.602243858600003 22.634947069650003 14.122113655700002 22.533652790000001 87.727077254650013 93.017962855400015 204.68881850780005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -5 8 17 10 11 -10 13 14 15 16 -9 -2 -18 20 -20 -14 23 -23 25 -25 -27 -28 -24 -30
right_child=7 3 -4 6 -6 -7 -8 12 9 -11 -12 -13 21 -15 -16 -17 18 -19 19 -21 -22 22 28 24 -26 26 27 -29 29 -31
leaf_value=0.085184799222810456 0.0025154510930695899 -0.03316541790777263 -0.0081901542267755739 0.012232188325596903 -0.00045619793470260208 -0.0017568912830009005 -0.00068342098617471059 0.058780157567910954 0.10055833160877942 -0.0012007477543413297 0.0031362305153141722 0.027826082540872391 -0.00049895907887545098 -0.093667644514397061 0.070197439348186841 -0.064638545455251828 -0.0015131061062567674 -0.016344462939270783 -0.052532905605296457 -0.10383658025471088 0.09821085290446864 0.10057411283466733 -0.003523171988020401 -0.091780516313236679 0.084850521024119399 0.086246436595075873 0.10022971343742909 -0.077366452558670029 0.027365442470073928 -0.0012034508926557891
leaf_weight=0.082050623836414815 3.2910370543370382 0.76964812510414027 0.085594803017493115 0.67332906896039713 4.1206618807991617 0.68075761228101328 3.7070704227086253 0.067782244324866125 0.21967351343482711 0.53943627804983407 0.51294750964734703 0.13590202858904377 28.928740307948658 0.13857128215022385 0.057595744238369662 0.10752614652051307 0.56379378062278107 0.77604612018330943 0.014495641072755916 0.042623022571206093 0.017475192969641284 0.12821218557655711 3.098230791365495 0.090979313648858806 0.06080340702101239 0.057651615258919264 0.026797067141160369 0.05489442814881329 0.86634404874348536 1.0450262728263622
leaf_count=28 84 33 664 72 176 26 186 23 28 10 4 34 2674 17 10 26 225 36 43 2 6 13 32 25 30 26 5 47 30 18
internal_value=-3.82086e-06 -0.00164148 0.0375103 -0.00230104 -0.00513395 -0.0184236 0.00130189 0.000401924 0.00409622 0.0190578 0.0316403 0.0727598 -0.000169969 -0.0160683 -0.00372684 -0.00895941 -0.000481332 -0.00108324 -0.00677355 -0.046533 0.0298633 0.000297325 0.00454042 0.0312755 0.000756353 -0.0214439 0.02448 -0.01911 0.00230251 0.0117456
internal_weight=50.9617 10.1191 0.167645 9.95147 5.57107 1.45041 4.3804 40.8426 5.47504 1.40796 0.868523 0.355576 35.3675 1.00986 0.871292 0.813696 0.70617 4.06708 0.638388 0.0745939 0.0319708 34.3577 5.42894 0.419338 0.291126 0.230322 0.139343 0.0816915 5.0096 1.91137
internal_count=4633 1185 692 493 235 59 258 3448 196 76 66 62 3252 352 335 325 299 120 276 51 49 2900 226 146 133 103 78 52 80 48
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=13 2 13 9 9 6 8 18 7 18 13 0 15 18 18 17 5 0 7 9 6 6 15 8 8 9 10 17 9 9
split_gain=0.00305034 0.00783628 0.00455452 0.00633854 0.00802694 0.00593652 0.00466614 0.00409573 0.00437676 0.00458853 0.00681871 0.00627461 0.00344007 0.0239426 0.0302728 0.00563165 0.0226367 0.0240408 0.00822658 0.00989096 0.0089107 0.0109686 0.00478279 0.00522476 0.00492024 0.00799948 0.00627031 0.00614512 0.00476782 0.00425156
threshold=97.873318238950006 134.46474107450004 97.308742031600005 209.24553857890001 182.80199813410005 13.185308072600002 7.2443465838000014 13.845746551550002 21.350715310200005 14.365787915650001 95.937628385050019 104.03526427400001 19.846565044850003 15.771515858900001 16.399957653700003 174.72950843050003 17.886193876600004 92.168410086200012 20.714163848350005 221.38017838285003 23.145540791850003 21.760508430800005 20.734744936600006 9.7423971299500014 6.0452823216500002 66.544071737050004 55.855406118200008 166.68115439205005 69.057662079300016 71.932467616300016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 -3 -9 -10 11 -11 13 -2 -15 16 -14 18 20 -20 21 22 -18 24 25 27 28 -24 -27 -30
right_child=12 2 -4 5 -6 -7 -8 8 9 10 -12 -13 15 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.086635737635016183 0.00042075176525938534 -0.10005615239169395 -0.083509277244558949 0.093857546203008985 -0.10012935127509703 0.094252886735523331 -0.10007973616443283 0.049317452012391599 -0.10017102075282087 -0.10006298434713484 0.065485624448865562 -0.0031184510219048047 -0.069037887124751771 0.09193443449368012 -0.0041054240418746451 -0.0001578767492051889 -0.10037694230363864 0.073892010319665899 -0.100412517221841 0.03866134552651234 -0.10026782350497213 0.10014830973271349 -0.018884559971593516 -0.1002565101024146 0.10003785469200546 -0.10005982247095441 -0.10016279790001735 0.074027869488914183 0.098535169811431553 -0.10001824258674208
leaf_weight=0.013678483806038311 1.0896822937659241 0.0041368093342555303 0.0073214482605976619 0.0019096257427690935 0.0093271379638579788 0.011679182355067041 0.0035411634773439005 0.015870762986054388 0.0050940925259119743 0.0077705628156081721 0.012329812850794042 0.047413180607389194 0.027004823176812631 0.068030129554244811 0.063415187953978602 49.307111175901667 0.0040456484538786688 0.072068853114615194 0.015254760896294073 0.007692645536735653 0.0063562055584043256 0.014883542433381081 0.011188261305733249 0.0038822196726187022 0.0067120990788680493 0.0025942360737758463 0.0094265595545834913 0.019568852428164973 0.0054553372634131847 0.0013441521853430061
leaf_count=324 185 53 38 13 82 12 130 35 38 83 20 596 27 20 37 2471 20 17 90 3 4 4 32 23 12 18 102 30 13 101
internal_value=-6.9269e-08 -0.0147367 -0.00695574 -0.00224866 -0.0117065 0.0540357 -0.0321359 -0.00280153 0.00174562 -0.00865276 -0.00174744 -0.0167695 4.0616e-05 0.00528401 0.0456004 -8.86964e-05 0.016352 0.0291291 -0.000629838 -0.0537909 0.0136452 0.0227988 0.00487166 0.0119481 0.0196867 0.00880822 -0.0425427 0.0402299 0.0152787 0.0592843
internal_weight=50.8758 0.140072 0.126394 0.119072 0.101942 0.01713 0.00545079 0.0926152 0.0884784 0.0726076 0.0675136 0.0551837 50.7357 1.22113 0.131445 49.5146 0.207478 0.180473 0.108405 0.0229474 0.0854571 0.0791009 0.0642174 0.0601717 0.0562895 0.0495774 0.0188203 0.0307571 0.00939373 0.00679949
internal_count=4633 1424 1100 1062 907 155 143 825 772 737 699 679 3209 242 57 2967 496 469 452 93 359 355 351 331 308 296 234 62 132 114
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=4 7 16 10 13 6 9 7 10 0 8 16 9 15 18 9 5 9 18 5 16 18 0 6 16 6 15 19 8 16
split_gain=0.00287935 0.0134195 0.0271042 0.0131772 0.0176719 0.0101408 0.0158579 0.0114959 0.0354816 0.0548216 0.0133669 0.0132985 0.0110122 0.029297 0.0272821 0.0208323 0.0189547 0.0136805 0.0288061 0.0438989 0.021773 0.118501 0.0225816 0.0513528 0.0353872 0.0793215 0.0130171 0.0356286 0.0157941 0.0128583
threshold=240.27283890470002 22.532843451200005 19.314954833200002 61.821094709650005 117.97223122220002 16.535386346650004 205.22231928645002 23.109894804950002 62.014663695050011 86.103248543850015 8.4434108459500017 22.674946976100003 205.73475031020004 23.884857921950005 17.108018746400003 206.57490536735003 13.477720021600001 194.82237869650001 13.679220276500002 16.632399885950004 22.574947209950004 13.900697602550002 92.464140480550014 13.665319288000001 19.794953710800005 13.955326063950002 30.864223942000002 13.451085274650001 8.1436447804000007 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 -5 -10 12 17 14 -14 -15 -16 18 -9 -20 21 -19 -23 -24 25 -25 27 -17 -29 -22
right_child=1 3 -4 5 -6 6 -8 11 10 -11 -12 -13 13 15 16 26 -18 20 19 -21 29 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0006455128480880104 0.00077537085383947585 0.085644521694517306 -0.083821081989312693 -0.10266819485608239 -0.0073721224496443851 -0.014989564036122536 0.0017806335573021658 -0.0014294689003270774 0.0091220911839537625 0.00054809636248778087 -0.009303601003679364 0.014933273704907558 -0.07972243494642367 -0.020224299628787603 -0.077780641296819719 0.0022118668763441624 0.059058155677401449 0.076853197951125565 0.0059707703195541273 -0.094785507766411592 -0.001934279346670619 -0.036964317046338721 -0.0019058230749315519 0.097523420356415466 0.10175954217576916 -0.043965459814904108 -0.0023831613572946686 0.099038535985041976 0.027565595251227634 0.007294298548394711
leaf_weight=29.307134850122711 0.10670784440749059 0.041105568054091601 0.058711215872264688 0.094485712904609609 0.040597678716949304 1.2042768833702546 1.0603071597142841 2.6589819374846733 0.61561224533025072 0.11299937445437536 1.0922990842005331 0.63762242495431465 0.093601116000171625 0.57687964244723833 0.015039057629365971 0.6120838855099463 0.030965754033161375 0.2557020108215492 0.088001217421016409 0.085019492366784633 4.1951278203450784 0.12784003663273313 1.1429501331572209 0.073470644420012721 0.082913510501384735 0.086006221582920261 3.87606655739161 0.058022195415105671 0.066186365200337605 2.3586249142827
leaf_count=2007 346 10 83 33 37 40 23 30 71 11 48 52 55 42 151 74 35 19 803 56 92 22 109 24 2 35 231 22 20 50
internal_value=3.08195e-07 -0.000877217 -0.02925 -0.000657723 0.0394253 -0.000811467 -0.00713754 -5.89167e-05 -0.00740598 -0.0464551 -0.00266211 0.000763024 0.000214884 -0.00352471 -0.0487306 -0.00230853 0.0143253 0.00200138 -0.00400215 -0.0435392 0.00404424 0.0138894 0.00324962 0.00696059 0.0487686 0.0212182 -6.77623e-05 0.0121212 0.0609531 0.00138699
internal_weight=50.8553 21.5482 0.165419 21.3828 0.0817032 21.3011 2.26458 19.0365 1.9154 0.207485 1.70791 17.1211 16.4835 5.32884 0.139606 5.18924 0.0460048 11.1546 2.832 0.173021 8.32264 1.76888 1.51318 1.38534 0.24239 0.159477 4.61236 0.736292 0.124209 6.55375
internal_count=4633 2626 429 2197 47 2150 63 2087 163 44 119 1924 1872 630 241 389 186 1242 889 859 353 211 192 170 61 59 347 116 42 142
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=2 15 18 3 8 5 12 2 8 13 5 12 13 18 13 9 0 5 10 10 6 16 8 6 10 7 18 9 12 19
split_gain=0.00251588 0.0163478 0.0163141 0.0154673 0.0163329 0.00842573 0.00750333 0.00989025 0.0552897 0.004389 0.0902657 0.0922155 0.0406312 0.0299035 0.0223344 0.0217697 0.0208671 0.0532401 0.0172185 0.00994595 0.00943233 0.0182168 0.0233931 0.00614899 0.00623375 0.00538083 0.0597594 0.0599171 0.0105344 0.038706
threshold=67.992056490600007 27.614913206150003 14.032563378150002 82.705037467000025 8.3434888241000014 17.456790312050007 94.177001085000015 72.043920985000014 8.4434108459500017 104.04332964835001 15.332427622700001 217.54417277160005 103.191088421 16.662571904900002 104.19926021995002 57.312778687900007 98.51854819030001 14.47989612135 76.279622535200005 75.085947125300024 11.085259005300001 17.809958352600002 7.1444245619500011 13.005303866850001 78.290589216800015 23.109894804950002 13.391483899700001 190.64005357525002 176.29076601355004 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -2 8 -8 10 16 13 15 -12 -11 -13 18 20 -9 25 21 22 -18 24 -20 26 28 -28 -16 -30
right_child=6 2 -4 5 -6 -7 7 9 -10 14 11 12 -14 -15 19 -17 17 -19 23 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.016925892167498426 0.010883028502313638 -0.00096636945774938561 -0.022607291403281909 0.018038005372590673 0.0034447446247688829 0.0013972723463389443 -0.032596007692265838 -0.025740313386706178 0.079495407187729891 0.017872639423309862 -0.098496590816027949 0.035014428151008546 0.093911174589606461 0.005298711949479157 0.0011551777587155195 -0.085104357252529642 -0.0044282383086205928 -0.093808254247842823 -0.10009925754506162 -0.013013490893129762 0.0026421460349371076 0.080175761774998577 -0.10060011986513427 0.1001885733690034 0.072055183690229632 0.00086403319848762754 0.025582610905044517 -0.08707156090193735 -0.046340987451484385 -0.0024463446242382076
leaf_weight=0.63462379087828624 0.65015634451204718 0.73681520776153753 0.66071710367396008 0.6709535046425541 1.0363549262547165 0.55675877408066299 0.087582975975243893 0.019427681892861925 0.088440074119716883 0.71004898261162352 0.21510827522576303 0.028268239853787236 0.04820054246329164 0.0318688649437604 7.8016308018545582 0.032359868633678568 0.06964744657391797 0.059221301843081053 0.0032945521930471955 0.58043613405061378 3.7121508574855397 0.014433196527534164 0.039715037458168734 0.04330366407521069 0.0058173629817019901 29.508630841727467 0.067747374237691171 0.15575957380720773 0.22013458268668751 2.2977818900799747
leaf_count=60 74 78 38 46 10 21 34 38 14 36 150 31 14 11 659 113 861 68 82 27 214 24 288 9 34 1180 41 39 208 131
internal_value=1.63865e-06 -0.00231367 -0.0111976 0.00196951 -0.00429185 0.0104916 0.000215595 6.43005e-05 0.0237226 -2.68942e-05 -0.00305872 -0.0513094 0.025383 -0.0851033 0.000290119 -0.0290982 0.00126894 0.000283951 0.0546724 -1.71364e-05 0.00173659 -0.0254174 -0.0393531 0.0844772 0.00981011 0.000171209 -0.00176792 -0.0529249 -0.000659927 -0.00628393
internal_weight=50.7874 4.29622 1.39753 2.89869 1.67098 1.22771 46.4912 45.841 0.176023 45.665 4.32282 0.355806 0.108829 0.246977 41.3422 0.0606281 3.96701 3.89517 0.0718433 40.6321 3.83595 0.123796 0.109362 0.0524156 0.00911192 40.0517 10.5431 0.223507 10.3195 2.51792
internal_count=4633 253 116 137 70 67 4380 4306 48 4258 1937 319 158 161 2321 144 1618 1455 163 2285 1387 1173 1149 125 116 2258 1078 80 998 339
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=9 8 6 16 18 9 19 10 6 15 13 7 13 6 9 6 13 5 9 4 9 6 8 16 3 5 5 8 12 13
split_gain=0.00258707 0.0100444 0.0256508 0.00878162 0.00331069 0.0143266 0.00762322 0.0181038 0.0143163 0.0129592 0.00483764 0.00386515 0.00330108 0.0250547 0.0761888 0.0197245 0.0184813 0.0455399 0.113139 0.0161953 0.0150471 0.0141214 0.0229373 0.00849852 0.0076895 0.00703965 0.0061822 0.00612708 0.00528544 0.00473827
threshold=219.87257840710004 8.6432548896500023 18.055421862050004 20.564951910200005 16.622853636350005 218.96512164950002 13.551093343600002 76.279622535200005 13.305310876450003 20.937157557000003 98.599201934150003 26.709562027450005 103.89008753490002 12.255286342800002 201.81004550795004 13.990326881750002 104.19926021995002 17.756175227850004 201.40496258350001 178.81043309815001 205.73475031020004 11.085259005300001 3.1475436881500003 14.224966735800002 82.234557294150008 11.783123780850001 23.286780469550006 3.0476216663000004 236.8986526866 104.45466374230001
decision_type=2 2 2 2 2 2 2 2 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 12 6 7 -6 9 10 11 -9 13 21 23 19 17 18 -14 -16 -21 22 24 26 25 28 -15 -26 -1 -18
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 -13 16 14 15 -17 29 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.016587324467097837 -0.0013738935020181258 -0.097564174342637366 0.028712023015333123 -0.033304189923155564 -0.10053154047181168 0.081530521020285712 0.070127613172633663 -0.043382344733354616 0.085257213017660857 -0.079188952159827034 0.044257927567932037 0.0043642878414050477 0.099999695607586078 -0.074401672828242907 0.018304041861038744 0.0035940460175525172 -0.0090841392582035867 -0.0045894340801033379 -0.013651970682265594 -0.017502473628277945 -0.091763077453690722 0.0018297560708026468 -0.10059809268462259 -0.10219721429020803 -0.10022379745669632 0.075566305861584124 0.05454346307981061 0.095119716680469313 -0.079167932541568994 0.00011268013068200914
leaf_weight=0.022793597546015731 1.0785485407610114 0.039757629947757667 0.047104284487431869 0.045724327670541243 0.016627288190650069 0.024863515264598846 0.017089351895265281 0.01750441885948506 0.021562834504038619 0.018889612507479114 0.029740366677287966 0.53949846087194686 0.1731548965908577 0.0093019399302071148 0.038181675765372347 0.52042599601763584 0.56762470961439149 0.49575976608321071 0.17725953990156995 0.050898838147077186 0.058815424194108346 3.6627412879233674 0.035665177162487183 0.10489242638323049 0.010207453877619344 0.015256952757908948 0.0061941543798820229 0.0019053901414736183 0.0077156986183695144 42.837357661168085
leaf_count=180 214 28 26 17 7 14 14 126 10 71 20 607 21 74 34 9 29 3 26 12 31 246 76 37 133 25 30 3 78 2432
internal_value=-6.41089e-07 -0.00456686 -0.0305407 -0.0631915 0.000111123 0.00701094 0.00420751 0.00245776 0.00518806 0.00233729 0.00496195 0.0028638 1.41538e-05 -0.00255228 -0.0187554 -0.00556412 0.00027775 0.0149145 0.0425082 -0.0377905 -0.057312 0.000849894 -0.0375168 -0.091985 0.00135404 0.0201057 -0.0228593 -0.0694956 -0.00762886 -7.59044e-06
internal_weight=50.6931 1.21113 0.132586 0.085482 49.4819 0.685776 0.660912 0.643823 0.627196 0.605633 0.586743 0.557003 48.7962 4.545 0.78871 0.668322 44.2512 0.846174 0.350414 0.147896 0.109714 3.75629 0.0935443 0.120389 0.0578791 0.0457662 0.0154961 0.0121128 0.0305093 43.405
internal_count=4633 285 71 45 4348 869 855 841 834 824 753 733 3479 968 227 86 2511 50 47 77 43 741 495 141 419 283 104 136 258 2461
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=17 14 2 7 4 3 17 12 7 16 8 18 17 5 0 0 5 18 9 13 9 10 19 3 5 18 17 6 13 5
split_gain=0.00227303 0.00944497 0.0403383 0.0118896 0.0172251 0.00747965 0.0227357 0.00845486 0.0121782 0.00830552 0.00716995 0.0062638 0.0134967 0.0579808 0.0317562 0.0301318 0.024701 0.0260069 0.00690529 0.00647763 0.00569691 0.0133084 0.117677 0.030872 0.051436 0.0293301 0.0229541 0.0636095 0.0278871 0.0702861
threshold=202.18556316275001 164.00076642740001 79.265746973750012 23.695207782600004 256.08338064055005 79.331022513250019 236.15709471040003 249.73381652755003 26.417313068900004 17.684958644900004 7.1444245619500011 15.502113896900001 205.09306577200002 19.221712148250003 90.321439350550008 91.109157582800023 20.769304081650002 14.414681958350002 194.45262321395003 107.58940592240002 199.17419511990002 70.128430332750014 12.851036860900001 86.26455603170001 18.280220412300004 13.988302431200003 198.26219854015002 16.375382608200002 113.89115178020002 20.201591378100002
decision_type=2 2 2 2 2 2 2 2 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 -5 -9 10 -8 12 18 -14 16 -16 -15 -18 -7 -13 21 23 -23 -1 25 -25 28 -28 29 -26
right_child=1 2 3 5 -6 11 9 8 -10 -11 -12 19 13 14 15 -17 17 -19 -20 -21 -22 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.020958329593726233 0.037698985150327352 -0.10066130282501251 0.075387783278717646 -0.10021041991772217 -0.011140169538903908 0.0079756346897624265 0.044019069318803498 0.085338102285468453 -0.10008205326538361 0.08782118967796998 -0.10013946086577628 -0.00061621694788462848 -0.088876178463741712 -0.10097521237647596 0.095352609076064812 -0.0016235866236695826 0.05866431756977189 -0.055066730540632748 -0.0043823453277224865 0.01101262709642091 0.0014549169518951509 -0.0015779003689796987 -0.078136019876410695 -0.015943088976444132 -0.072080200609718259 -0.10638532438430617 0.066498918104656121 -0.019774570432774457 -0.00017257356037811634 0.031515524794332977
leaf_weight=0.68646277482333573 0.06020797540258982 0.041254664072766789 0.04831197341218274 0.035273109565704064 0.043922581769219704 0.54264520741071542 0.0079477166026009627 0.0069797447004020796 0.007192154753028035 0.015371033987321425 0.0060967467243813198 2.1281195373840096 0.09673209524635229 0.038938020334171597 0.05150378865073435 0.084783101556240581 0.036424024938241928 0.044880540808662772 2.7114372306823498 0.61814333863912896 20.907157487006451 2.8664961131573494 0.21589690616467283 0.073156102237137755 0.16997702921026975 0.070326473389286548 0.17972098611244369 0.16294381323405638 18.574497118333994 0.10654186395825799
leaf_count=64 11 20 17 197 29 12 49 10 153 20 77 142 34 30 22 29 27 17 81 36 1090 898 147 34 43 7 17 28 952 340
internal_value=-1.07194e-06 -0.00172778 -0.00208931 -0.00146606 0.0341827 -0.00197722 -0.032585 -0.0739994 -0.00876152 0.0370291 -0.0185606 -0.00159732 -0.00433691 -0.0229015 0.00197622 0.0350244 -0.0354817 -0.00411581 -0.00232155 0.00200126 0.000258883 -0.000823331 -0.00694018 0.000118283 -0.000621531 -0.0602724 -0.000175611 0.0254742 -0.000641861 -0.0321651
internal_weight=50.6393 6.62616 6.56596 6.5247 0.0922346 6.43247 0.0788605 0.049445 0.0141719 0.0294155 0.0140445 6.35361 3.60734 0.353262 0.256529 0.136287 0.120243 0.0813046 3.25408 2.74626 44.0132 23.106 3.08239 20.0236 19.3372 0.143483 19.1937 0.342665 18.851 0.276519
internal_count=4633 1013 1002 982 46 936 506 360 163 146 126 430 252 159 125 51 74 44 93 178 3620 2530 1045 1485 1421 41 1380 45 1335 383
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=12 12 15 17 0 9 17 2 8 10 4 7 18 9 18 18 8 6 16 8 17 7 6 2 7 5 0 18 18 7
split_gain=0.00238795 0.0167172 0.0114177 0.0446547 0.0264945 0.0111378 0.015744 0.00917204 0.0448248 0.00491154 0.00354914 0.00338402 0.0389988 0.043581 0.0374641 0.032648 0.020242 0.0126991 0.0616296 0.0548556 0.0475255 0.0405498 0.0254098 0.0120844 0.007893 0.00761263 0.0076642 0.0242321 0.0893604 0.0377294
threshold=91.208648993800026 94.177001085000015 28.579157549250002 185.88129754265003 90.60910437050002 200.15236065845002 183.32030055335002 72.043920985000014 8.4434108459500017 75.085947125300024 147.36370056065002 23.109894804950002 13.344136431100003 190.64005357525002 13.431207332600001 13.453871405300001 5.1459841250500009 16.375382608200002 22.614947116400003 8.543332867800002 188.51582982015003 22.673598830200003 15.825369757250002 203.29256851545003 23.156313609200001 20.315138807500002 86.345209775600011 13.140498728250003 13.258241318650002 22.650953015950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 10 8 -3 -7 -1 12 17 14 -14 -15 -16 18 19 20 21 22 23 -9 -13 -19 27 -27 29 -29
right_child=1 7 3 4 -6 9 -8 11 -10 -11 -12 24 13 15 16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0068631357492339035 0.025693559261452 -0.027371789985840774 2.6310664888098697e-05 -0.025145613991509615 -0.10403940336861038 0.012232873976858013 -0.018528190382252948 0.07655354656446843 0.075954124379723709 0.0017462936112248419 -0.0044709028989807246 0.010836535026454923 -0.063409996883140057 -0.018912050770632825 0.0027497361313241885 -0.1018930959573191 0.090836691589434554 0.011416901977788645 -0.10156959865991054 -0.10111347665591351 0.086925722965117788 -0.10202085673424738 -0.10030779746025323 -0.026572618532522886 0.00024375085066313885 -0.00012898091263938852 0.0039594126797213441 -0.00071291727520084267 0.00064279705544208849 -0.10222785244434569
leaf_weight=0.5580702734001044 0.25609366171431602 0.085452388215329189 0.57553499689674925 0.10363986477022991 0.072234966442920268 0.63013414337001483 0.63277844883332068 0.048912262739547852 0.082540435483679175 1.533702420646369 0.54716736401255339 0.7182225815649862 0.054931496692432247 0.083201817720961913 0.06537186030598674 0.11022637716102857 0.043411029441742244 0.56740576773881812 0.071765261725431628 0.04056586604565382 0.078060484121579066 0.036068680230528116 0.013103565047664745 0.014801398091925932 34.157465731612049 5.8624474792145485 2.7207622538553551 0.048618434761067308 0.59028403715595346 0.14825027006554592
leaf_count=25 37 34 37 25 30 47 34 116 14 45 47 33 31 22 274 31 9 8 26 7 21 4 20 31 2830 633 41 75 23 23
internal_value=-3.36968e-06 0.000215471 -0.00216193 -0.0134497 -0.0575487 1.18371e-05 -0.00594958 7.25155e-05 0.0233957 0.00480011 0.00125202 -1.36465e-05 -0.00157853 -0.0340619 0.00390841 -0.0661994 0.0379018 -0.000445712 -0.0206033 0.00449504 0.0269312 -0.014555 0.0265137 0.0525962 0.000461896 0.00016945 -0.000511619 -0.00234099 -0.0188153 -0.0771579
internal_weight=50.5512 45.898 4.65326 0.75141 0.175875 3.90185 1.73802 45.6419 0.167993 2.16384 1.10524 45.4739 10.5982 0.357143 0.163714 0.193428 0.108783 10.241 0.303278 0.231512 0.190946 0.112886 0.0768172 0.0637137 34.8757 9.93777 9.37036 6.6496 0.787153 0.196869
internal_count=4633 4343 290 92 55 198 106 4306 48 92 72 4258 1395 367 314 53 283 1028 225 199 192 171 167 147 2863 803 795 754 121 98
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=2 17 7 12 8 9 18 9 18 3 9 4 14 9 9 9 7 16 16 12 5 6 13 8 18 7 6 2 16 13
split_gain=0.00260437 0.00701445 0.00968061 0.00380509 0.00857414 0.0492053 0.029618 0.0108793 0.0228559 0.0617964 0.0119762 0.00660209 0.0387053 0.00607195 0.066078 0.0297971 0.0226847 0.0777696 0.0286542 0.0212028 0.0226152 0.0514088 0.012941 0.0298379 0.0114674 0.00932807 0.0114326 0.00927918 0.0078243 0.105347
threshold=60.643165405350004 183.32030055335002 22.673598830200003 106.27865197405002 8.543332867800002 210.85023439230002 13.122774073950001 196.40176798710004 14.718816667350001 81.93344998355002 190.90230715925003 175.22798587345002 177.36626049935003 186.70853236170004 185.62570708695003 184.83999455315004 22.626138143200006 22.704946905950003 22.624947093000003 119.80689146465001 21.701709660250007 13.775321858200002 117.50981642375002 8.0437227585500022 13.037923179150001 22.907491544400003 16.455384477450004 316.46407472665004 17.809958352600002 104.19926021995002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 10 -9 -10 -2 -5 -13 14 15 19 17 18 -15 -14 21 -21 23 27 -18 26 -26 -22 29 -27
right_child=3 2 -4 11 5 -7 -8 8 9 -11 -12 12 13 16 -16 -17 24 -19 -20 20 22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.0022899015762242068 2.7431445407989421e-05 0.0010062095844518273 -0.017100926470523494 -0.010244256503836315 0.091107293889721927 -0.0035943035254562372 0.017457568154429594 0.00064680780488517468 0.0056710075579424158 0.074776945288958882 -0.014838774795385598 0.069684222363214837 0.088143655082168093 -0.020642065163205183 0.071397415150302762 -0.080268669361472617 0.012632290739158001 -0.00010381596893115431 -0.10299326945167918 0.0044679744187348172 0.010828011992528547 -0.10158335733085554 0.0021633344276622518 0.10022734671477521 -0.0010196592055348118 -0.00053941191376172964 -0.01708523598929319 -0.10009905238443864 0.00051174212077187582 -0.07687905669613504
leaf_weight=1.1530937033892557 3.7749276845882811 0.55296214600093641 0.63354774105188838 0.65038413574566689 0.10357472524083267 0.56184847394238346 0.11548336962789563 2.2701646260247803 0.59633204242456539 0.16525966355402488 0.63272964162752021 0.079351154402472868 0.028323775378339078 0.065201814684143211 0.13955667315337894 0.044705569343932328 0.68498571724643298 0.61550726870154904 0.12004182883691783 0.1388411846290406 0.078807998114481359 0.068143702893124214 1.9735101015332643 0.045353678578976542 1.1278829166806463 3.7181924643686268 0.72940519617100097 0.008339057200019373 29.393229875309764 0.19000586124877816
leaf_count=64 193 15 61 38 22 40 19 57 98 39 25 38 118 26 27 25 40 36 37 1067 353 24 104 8 31 679 43 76 1150 80
internal_value=-6.24612e-06 -0.00326439 -0.00866226 0.000152165 0.00211128 0.0120796 0.0522805 0.00106492 0.00567584 0.0206665 -0.00210665 -0.00025146 -8.5874e-05 -0.000227215 0.00451532 0.000603439 -0.000554077 -0.0172005 -0.0740074 0.00214763 0.00109456 -0.0304463 0.00419449 0.0344472 -0.000182195 -0.000431855 -0.00732903 0.000213458 -4.71858e-05 -0.00425084
internal_weight=50.4597 2.3396 1.18651 48.1201 8.22032 0.780907 0.219058 7.43941 3.03176 0.761592 4.40766 39.8998 39.2494 39.17 2.52558 2.38603 36.6445 0.800751 0.185244 2.34132 2.313 0.206985 2.10601 0.132501 35.8437 35.1587 1.85729 0.0871471 33.3014 3.9082
internal_count=4633 140 76 4493 493 81 41 412 194 137 218 4000 3962 3924 1802 1775 2122 99 63 1750 1632 1091 541 437 2023 1983 74 429 1909 759
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=19 5 2 16 18 7 8 8 16 5 13 5 12 16 6 15 3 8 6 17 13 10 19 2 19 7 16 15 19 2
split_gain=0.00249605 0.00585849 0.00384586 0.0419976 0.0303834 0.0272206 0.0869927 0.0136759 0.0126221 0.0458684 0.0197022 0.0289412 0.0131267 0.00978128 0.0219178 0.0203739 0.0229876 0.024 0.00958555 0.00898999 0.05805 0.0543817 0.045675 0.0418413 0.0313387 0.0240304 0.0302083 0.016203 0.010995 0.00816679
threshold=14.651182102100002 22.533652790000001 165.32923687280001 22.694946929300002 13.405741979600002 22.958251375150002 8.1436447804000007 8.0437227585500022 15.454963859600001 16.810410538500005 102.83621194775002 14.608687763150002 189.11492007315005 22.674946976100003 16.555386813950005 39.558912554250007 93.609423644100005 8.3434888241000014 16.535386346650004 201.39543491635001 117.22752832010001 63.452988794850008 14.151141757350002 285.01633004880006 13.751109481500002 26.120741156850006 16.294961895300002 36.370482311550013 14.451165964200003 168.84984911130002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 5 -5 6 7 -4 9 10 11 12 -7 15 -15 -1 -17 -18 19 28 21 -21 24 -22 25 26 -23 -24 29 -10
right_child=1 -3 3 4 -6 8 -8 -9 18 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 23 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033032124885449908 0.011001542502926703 -0.0026151155718278519 0.0025914289895596007 -0.0057211381023826594 0.084928505821206604 0.090374023660905495 -0.10163896383323356 0.08288358225181193 -0.012313139083600455 -0.10325434893538712 0.065761483562342668 -0.10039866224535519 -0.0068244070464194423 -0.020362140710697821 2.1522712504087347e-06 0.024518959207852787 0.016021140890922003 -0.011656966722914754 -0.0081674343632043671 0.078966598423479598 -0.10138975486117219 0.028224568228374016 -0.10197453755786834 0.0037277818970748475 0.061747000174216075 0.002745851010883375 -0.10102616450649103 -0.029078663151333339 0.012796955081774006 0.00043430754860655796
leaf_weight=28.192284869555461 0.64984024441218824 0.61499642770104401 0.11298266792568235 0.059956981309370216 0.09646024336143455 0.016717606919982475 0.10901473883004087 0.026117016037460417 0.52553401830072921 0.05606363980476825 0.036905177519656718 0.031547018328069498 0.082273959693853982 0.70810395746957455 2.0839088920138238 0.75635927786061019 0.63865952094056389 0.61492432439354161 1.6779760569790472 0.081270896946078919 0.10538985206949292 0.027775939475532141 0.05725310360048752 0.059101643805945514 0.080369005357169954 0.56890555651752095 0.051814797838687809 0.065236436141276499 0.69688716481434987 11.506589834262597
leaf_count=2157 32 48 373 32 51 43 92 7 15 57 7 37 685 28 74 27 23 34 37 37 45 14 18 33 34 101 47 33 45 367
internal_value=-5.43531e-06 0.00438077 -0.000118365 -0.00138372 0.0501812 -0.00188859 -0.0347529 0.0176669 -0.00137013 -0.0249647 0.00124834 -0.0169905 0.00959038 0.000500315 -0.00516259 0.00102382 0.0107511 0.00244411 -0.00102999 -0.000163773 -0.00884938 0.000810966 -0.00664982 -0.0636211 0.0028455 -0.00445424 -0.0559197 -0.0631511 0.000584842 -0.00012247
internal_weight=50.3912 1.26484 49.1264 16.1321 0.156417 15.9757 0.248114 0.1391 15.7276 0.223507 0.167444 0.130539 0.0989916 32.9942 2.79201 30.2022 2.00994 1.25358 15.5041 13.8261 1.09712 0.932626 0.851355 0.164491 0.728865 0.648496 0.0795907 0.12249 12.729 12.0321
internal_count=4633 80 4553 2210 83 2127 472 380 1655 829 772 765 728 2343 102 2241 84 57 826 789 362 284 247 78 196 162 61 51 427 382
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=16 14 9 12 7 5 15 7 0 12 17 17 3 10 10 7 17 17 17 17 15 8 17 2 8 13 17 0 7 7
split_gain=0.00243655 0.0115023 0.0047685 0.00771057 0.00686398 0.00436947 0.00431387 0.00431197 0.00420074 0.00446395 0.00354566 0.0113831 0.0139263 0.0108193 0.0136574 0.0137294 0.00925243 0.00587985 0.0039569 0.0373078 0.123491 0.0108267 0.00572062 0.00571578 0.00549012 0.0212966 0.0283179 0.0111349 0.00544232 0.0374821
threshold=12.604970524100002 258.81881833755006 209.24553857890001 234.58875745590004 27.014969757650004 23.636018850950002 6.8054746905500005 21.442433661550002 110.78598263955001 326.14630530935011 174.47088669260003 168.62011096010002 86.092494711350014 68.327163385350005 65.571493801650021 20.714163848350005 171.19957438235002 168.88575108035005 183.58889821140002 182.37451917730002 21.881081380950004 8.3434888241000014 179.88087463185005 59.078594408600004 8.8430989333000021 117.71413924170001 196.58703564235003 88.350799540950007 22.721067571950005 22.626138143200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -3 -5 9 -9 11 -2 -13 14 15 16 17 -14 19 22 -21 -22 -12 -20 28 26 -26 -28 29 -25
right_child=10 2 4 5 -6 -7 -8 8 -10 -11 18 12 13 -15 -16 -17 -18 -19 23 20 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.10015618201034654 0.0020382974201372831 0.062932738209636005 0.092581853108569284 0.063493303769182552 -0.10010331231521737 -0.10005801697841421 -0.1000813514912987 -0.10014286414443788 0.027514674963485454 0.015567037174041766 -0.0057180035420275289 0.078309682163531499 0.062663911495812796 -0.062684987636880504 0.097741381842280692 -0.1002669821202422 0.069455780862364896 -0.072869916641981253 -0.0093925860929896278 0.0035098295616790218 -0.10172610705704971 -0.058632275817634964 0.002325217648435613 0.0014274425475663734 -0.087248120313334773 0.0015973852840996173 -0.040065815789840815 0.026397540684847523 0.0001087423293837327 0.038979502970291069
leaf_weight=0.013887081603606188 1.1117165514939915 0.0018784649340091173 0.0098451125286374008 0.01312986416645856 0.0022761852360417842 0.0035348734524045513 0.011953949051797252 0.00725444239560602 0.01737486464072191 0.0061696134057598329 1.1348082686223993 0.04500008578179393 0.0045736182809150714 0.016695845780304808 0.019515823099936824 0.01087846045617491 0.021718572335977626 0.010664620269352554 0.60959898419603931 0.53868246327874647 0.13456395678264244 0.10286680836452433 4.0051930710025658 4.2379791575420276 0.07120600629133278 0.52267592959469766 0.047682230542704929 0.053477676820733677 37.24279509237634 0.28358684050017746
leaf_count=343 410 28 12 24 110 25 237 52 258 31 192 15 18 7 9 23 56 57 62 14 22 45 66 289 33 33 17 26 2047 72
internal_value=-6.63137e-06 -0.016698 -0.000911686 -0.0122448 0.0563987 0.00690195 -0.0779438 0.0155088 -0.00494739 -0.0469633 2.23822e-05 0.00530164 0.0334147 0.00937721 0.0272409 -0.00152187 0.0275443 -0.0321907 -0.000111338 -0.00253633 -0.0229725 -0.0830557 0.000549437 0.000221767 0.000359802 -0.00845478 -0.0389366 -0.0049303 0.000506494 0.00378266
internal_weight=50.3132 0.0873045 0.0734174 0.0612961 0.0121213 0.0474637 0.0138324 0.0439288 0.0307989 0.0134241 50.2259 1.24076 0.129047 0.0840469 0.0673511 0.0478353 0.0369568 0.0152382 48.9851 5.91611 0.776113 0.237431 5.14 43.069 42.4594 0.695042 0.172366 0.10116 41.7644 4.52157
internal_count=4633 1120 777 655 122 390 265 365 341 83 3513 595 185 170 163 154 131 75 2918 339 81 67 258 2579 2517 109 76 43 2408 361
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=13 10 18 19 7 19 5 0 0 2 0 13 18 16 15 17 6 13 7 12 2 4 8 16 8 13 5 8 17 17
split_gain=0.00246733 0.00993213 0.0167916 0.0503782 0.0263353 0.0156797 0.013728 0.0109853 0.0172295 0.010655 0.0729997 0.0213109 0.026925 0.0208074 0.0296312 0.0285199 0.0389111 0.0264801 0.0185185 0.0171462 0.0164167 0.00999044 0.00965638 0.0084203 0.0337678 0.010458 0.0150032 0.0183832 0.0559154 0.0689502
threshold=117.60660091645001 62.041548276350007 13.055593598800002 14.251149826300002 19.164717746300003 14.451165964200003 21.438877744300004 86.264556031700025 85.931187223550012 212.16877499140003 86.866770652900016 117.28936285705002 13.900697602550002 22.654947022900004 24.941885346000003 203.09927826650002 15.885371159150003 102.54048155345002 26.041753980350006 228.97256901260002 229.44804549725004 385.86343278130005 7.6440346712000009 22.594947163200004 8.3434888241000014 117.67112391160002 21.556055031700001 8.6432548896500023 182.75517825115003 194.19264200700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -4 19 -11 12 -12 14 17 -16 18 22 -17 -3 -20 -22 -14 24 -2 26 -25 28 -28 -30
right_child=23 9 5 -5 -6 6 -8 -9 -10 10 11 -13 13 -15 15 16 -18 -19 20 -21 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.013406759065223201 -0.0012195141837437759 -0.00039268693031978817 0.0005647743056867115 0.062613471261634537 -0.10282675624617504 0.00099687038847043915 0.021717484344342491 0.0063909805961812095 -0.018405494935453025 -0.093998956229877251 -0.086667894492376704 0.044332133572233298 0.015275267185314202 0.073839198932755062 -0.086614831179409421 -0.070455862491865265 0.08353092289355353 0.089538217237254608 0.098031582126986552 0.015962020424849722 -0.086904765213134227 0.02020252656622579 -0.059554876554044359 -0.0016467343733621829 0.057190841915582873 0.00091082996984885329 -0.0023988127647379476 4.2701637258021519e-06 -0.088621660396226598 0.0058983555176242673
leaf_weight=0.047331417085847316 0.54924549121705624 33.83165258171978 2.0723930655631801 0.1592472389638715 0.03314190529257921 0.56768995698075719 0.73207009091424879 1.7311256855696227 0.62260553686064657 0.0949593664663827 0.039659459540594355 0.094253945899254177 0.074758998586027303 0.034600164712173864 0.06425063576106993 0.065466052654301166 0.036086284351767972 0.046853293253661832 0.014961336986743845 0.65341682431645054 0.015555128016785602 0.019785510148906837 0.022415612102378191 2.5847236304543899 0.12073019133822527 4.5831719957197947 0.49217053502798058 0.52518732423368419 0.21847432574622871 0.11933143340138486
leaf_count=207 104 2409 117 29 139 10 58 46 21 62 54 37 561 18 151 43 22 14 3 52 15 59 59 18 15 221 2 22 48 17
internal_value=-7.51771e-06 0.00032393 0.00409632 0.0300254 -0.0344625 0.00301077 0.0126674 0.00017502 -0.00381779 -0.000317067 -0.0132719 0.00122893 -0.00812355 -0.000232068 -0.00734855 -0.0307657 -0.00713553 0.0277874 -0.0353973 -8.28009e-05 0.0102299 -0.0269406 -0.00198607 -0.00148842 0.00930608 -0.00233695 -0.00611501 -0.0146374 -0.0239023 -0.055232
internal_weight=50.2673 41.0743 5.9656 0.239721 0.0804733 5.72588 1.29976 4.42612 2.695 35.1087 0.623606 0.528646 0.434392 0.394733 0.360133 0.216105 0.151854 0.144028 0.115768 34.4851 0.050302 0.0353406 0.0971746 9.19303 0.669976 8.52306 3.93989 1.35516 0.829976 0.337806
internal_count=4633 4186 627 375 346 252 68 184 138 3559 1098 1036 999 945 927 293 142 634 120 2461 77 74 620 447 119 328 107 89 67 65
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=12 2 7 12 17 18 16 18 18 16 17 2 7 7 12 18 16 18 3 15 18 16 4 8 17 7 9 19 18 18
split_gain=0.00250525 0.0357802 0.0528521 0.00981474 0.033177 0.0508564 0.00921525 0.0500845 0.0589649 0.0110811 0.00609467 0.0250162 0.0104081 0.0119036 0.0102396 0.00646871 0.00820844 0.0125173 0.00832307 0.02175 0.0124102 0.0108276 0.011333 0.0125888 0.00980095 0.0651306 0.0340808 0.029512 0.0120425 0.00934487
threshold=147.73915704645003 129.01927736685002 22.791048179400004 144.66294237600002 204.73764675200002 14.741741751300003 22.694946929300002 13.405741979600002 13.023955459300002 22.744946812400002 183.32030055335002 145.83272221200002 23.365573965200003 25.566742778300004 197.15611335610004 12.917213570250002 22.664946999500003 13.531614672700002 93.292185584700022 41.29990759910001 13.304953393500002 22.594947163200004 284.07887079910006 8.543332867800002 189.44392401325004 24.872345000050004 201.16241229375001 11.350915826550002 13.391483899700001 13.258241318650002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -8 -9 11 -3 -13 -14 -15 -12 18 -18 20 -20 -17 29 -23 -24 25 26 28 -27 -22 -21
right_child=1 6 -4 4 -6 -7 7 9 -10 -11 15 12 13 14 -16 16 17 -19 19 21 24 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00038475688260635875 0.0083344376604272009 -0.10100410769624686 -0.092610192596087548 -0.0022788712912577562 -0.0017720892658409618 0.095928630887269065 0.046118469181033378 0.1003328678801963 -0.10125506457092276 0.0330672712663913 0.010411626268641345 -0.0019309278705839544 -0.081165890322301884 0.078776566732397899 -0.06325369748241827 0.0090541514976169388 -0.018314603994638183 0.0020142281153958759 -0.019832384125404046 -0.0024825117776677667 0.10005890311055213 -0.00011144911205623176 -0.02179190345614726 -0.0010095663750205439 -0.0001515412356228841 0.06151685335103322 0.10101351595304436 -0.083214156601724973 -0.064539529796569267 0.01527639914734787
leaf_weight=22.78187018151932 0.1039420506022023 0.028827634290365944 0.10352889208297711 0.10825695182501149 0.49664225666055017 0.10280313868121738 0.055140851107352229 0.057357315978151746 0.053480644934097654 0.042739623431771179 0.55523236332976722 0.5973608264994491 0.03626344303754081 0.011166235003614133 0.0093066910612407128 1.7155280591032447 0.62896881363104629 0.58424169744830579 0.70683054022515968 0.54277328148873472 0.0056696604006017939 2.6941832988567289 0.61255604230424132 0.55605837698738014 16.168412250949146 0.018567497830815682 0.087057395838201046 0.05840896369636539 0.020577273242338379 0.65252985392348783
leaf_count=1697 13 45 28 43 6 24 24 24 24 30 27 350 75 32 112 37 34 26 61 19 4 55 66 39 1490 66 4 39 110 29
internal_value=-8.25928e-06 -0.000670806 -0.0420374 0.00074503 0.0123427 0.045556 -0.000346935 0.0205824 -0.026442 0.0716116 -0.000513091 -0.00983647 -0.00581849 -0.0467495 0.0142117 -0.000264447 -0.00050106 -0.00852492 -9.27137e-05 -0.0034012 0.000962556 -0.00110507 -0.00367879 -0.0119031 0.000113995 0.0226769 0.0708996 -0.0483036 -0.0289842 0.00721228
internal_weight=50.1963 26.7067 0.207471 23.4896 0.707702 0.21106 26.4992 0.208718 0.108621 0.100097 26.2905 0.682925 0.654097 0.0567364 0.0204729 25.6076 25.0524 1.21321 23.8392 5.76493 18.0742 5.0581 3.8628 1.16861 16.3587 0.190281 0.113304 0.0769765 0.0262469 1.1953
internal_count=4633 2863 41 1770 73 67 2822 102 48 54 2720 614 569 219 144 2106 2079 60 2019 269 1750 208 160 105 1713 223 118 105 114 48
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=19 13 10 2 10 15 18 7 16 13 19 9 6 16 16 16 15 13 3 9 5 2 5 17 9 16 18 10 16 7
split_gain=0.0022416 0.023055 0.0107829 0.0134181 0.00967684 0.0202714 0.0496359 0.0356063 0.021375 0.0151089 0.0700564 0.131684 0.0177661 0.0235868 0.013474 0.0107909 0.0204123 0.00987273 0.00766878 0.00526065 0.0492666 0.0308906 0.00522237 0.00465725 0.00437735 0.0042414 0.182969 0.0240568 0.0457868 0.034955
threshold=11.750948102400001 101.03763345850001 80.538140213850014 206.22726210890002 75.629015667650023 22.248428019100004 15.957401718700002 25.522455861100003 14.334966478600002 104.19926021995002 12.350996516100002 209.24553857890001 13.705320222600003 15.564963602350003 14.184966829400002 14.854965262600002 19.527500348350003 99.865465713650011 83.613736315050019 210.25104900155003 13.951472829300002 195.72231170465002 14.050239455300002 243.29790314680005 203.42345995920002 18.634956423400002 14.937945183950001 71.053259929650025 18.484956774100002 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 -6 -8 14 10 -2 12 13 -12 23 -10 -17 -15 -5 20 -7 -22 -3 -9 -18 26 27 28 29 -11
right_child=4 22 -4 18 5 19 7 8 15 25 11 -13 -14 17 -16 16 24 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10051188242391598 -0.008565669863857539 0.10026890417860382 0.0023755268667985949 -0.056784911627044549 -0.097323197429005415 -0.00090346543207637901 0.07097920181498743 -0.10009457634635553 -0.1006710081879838 -0.024088912862665027 0.094287376998675662 -0.07837789142819615 0.099748497675659853 0.028969021109570545 0.094477438461986613 0.078178210892816125 -0.022785479024324207 -0.10060080239087579 0.048425717091295166 0.0016561610604404226 -0.10079807411139269 0.011941954468561345 0.036888447016367037 0.044825323476019863 -0.10040785682112247 0.0002359704636497049 -0.097066535904823587 -0.00025937850427816246 -0.038174486267462011 0.094541530281700314
leaf_weight=0.023058416934104264 0.52346964664780782 0.026116629131138547 2.6509777673763306 0.01232057358291172 0.081449152328221586 1.0085350113104108 0.047702091613587072 0.0065443970833456433 0.035195613493939959 0.032396190190221996 0.029132761454548017 0.061739579774439335 0.18775695568659745 0.011021047935685147 0.017850584083134891 0.013105718804013122 0.011738746531989364 0.012608408620280898 0.015828557940402277 1.0841487260634037 0.085617837306926847 0.033936927731247124 0.025886001746168508 0.003354063772178506 0.019062968429352622 39.838482389697781 0.19755078170872398 3.8762200368517767 0.059188111434622215 0.10646189004000917
leaf_count=117 39 4 980 47 87 143 33 94 55 362 26 14 30 34 17 17 17 26 42 94 43 30 46 30 33 1720 167 175 78 33
internal_value=-6.60943e-06 0.0027668 0.00149757 -0.0439536 -0.000167813 -0.00629019 -0.0341496 -0.000857426 -0.0329275 0.000165752 0.0135678 0.0518998 0.0853411 0.0340718 0.0425876 -0.059418 -0.0263501 -0.040168 0.00237615 -0.00331813 -0.00809866 -0.0687956 0.0687192 -0.0509889 -0.0708254 -8.5129e-05 -0.00307967 0.00147752 0.0354726 0.0668645
internal_weight=50.1385 2.75419 2.70219 0.0512075 47.3843 2.44824 0.236003 0.154554 0.106852 44.936 0.825728 0.302259 0.240519 0.0527622 0.027749 0.079103 0.0439074 0.0236295 0.0281491 2.21224 1.12809 0.119555 0.0520026 0.00989846 0.0308017 44.1103 4.27182 4.07427 0.198046 0.138858
internal_count=4633 1236 1186 206 3397 693 383 296 263 2704 169 130 116 86 141 122 67 60 89 310 216 73 50 124 50 2535 815 648 473 395
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=13 19 10 18 5 18 7 13 18 7 7 2 0 6 10 16 12 8 9 6 6 2 12 4 2 15 5 0 5 7
split_gain=0.00219936 0.0143043 0.0270235 0.00770345 0.0281192 0.0163682 0.0161959 0.00705642 0.0114302 0.0272058 0.0165981 0.00842834 0.0753379 0.0286374 0.0312613 0.0248688 0.023893 0.0323607 0.0184796 0.0179593 0.0150736 0.0116449 0.00983393 0.00951526 0.0078403 0.0119199 0.0894798 0.0495402 0.0333315 0.0148056
threshold=117.61735474900001 14.651182102100002 62.132955852800002 12.783127173500002 20.872540794500004 12.880535946600002 21.115414688150004 117.55283175385001 13.1052958007 23.109894804950002 22.375171215700004 212.16877499140003 87.028078140750011 15.885371159150003 74.927328095600004 22.654947022900004 386.53797981375004 7.7439566930000003 207.40106631805003 13.665319288000001 11.945279099550001 223.32247823975004 228.97256901260002 342.02920059975003 165.32923687280001 32.99104187950001 17.352342178450005 97.886760529650019 14.050239455300002 25.257178691350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 11 10 -10 -9 22 -13 14 15 16 17 20 -15 21 -14 -16 24 -23 -7 26 27 29 -29 -26
right_child=-2 2 -4 5 6 7 -8 8 9 -11 -12 12 13 18 19 -17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.080302189351055098 -0.0014645581621831629 0.063270447480772818 -0.012257770496332216 -0.039421797852281337 0.010282301348608454 0.00043767181279302916 -0.10106058477444518 -0.0016429239174075316 -0.017598952537168283 0.0039875143675014938 0.021540831027234784 -0.093021715783191405 -0.085739984407502912 0.081120487151676149 -0.074360005549212668 0.043091390990815902 0.052091263722449127 -0.096808428688559559 0.0037624436794590974 0.074017680783151893 0.06914231523502673 0.092740241370300874 0.012232390169232485 0.0010167134901318175 0.023989488171770247 -0.002350136835540776 -0.095012600419994472 0.019016271235514481 -0.090280539117028172 0.095161506983557076
leaf_weight=0.053118748310274244 8.5769318927690374 0.10048030275356623 0.089627759240102023 0.10456558780796754 0.057836751661805075 25.746760639624828 0.016876006706437963 0.53426079332711995 0.67248044852067312 4.4296747041571507 0.73180272095055443 0.096292266209181743 0.0090517785769748116 0.066641944358707406 0.017727939534324832 0.030615238079917617 0.018085981876538426 0.10338633931455377 0.057545521965948865 0.046459957877232227 0.0205479536111568 0.013196085851632233 0.6276321607685692 0.079126607155863837 0.058083942330994343 7.4086591180978303 0.11135276873812927 0.058295951730965356 0.053517346467060634 0.058835216994111761
leaf_count=19 432 22 19 33 409 1748 22 6 45 102 41 99 65 21 48 17 26 141 26 18 30 27 50 591 27 133 100 255 45 16
internal_value=-6.877e-06 0.000294586 0.0276621 0.000168557 0.024679 9.24242e-05 -0.0148677 0.000193078 0.00325277 0.00114235 0.0117576 -0.000368737 -0.012552 0.00420589 -0.0108747 -0.0390928 -0.0557477 -0.0704137 0.0452746 0.0218826 0.0217784 -0.000127145 -0.000169268 0.0141272 -0.000401648 -0.00319046 -0.0214966 0.0142929 -0.0332966 0.0598042
internal_weight=50.0495 41.4725 0.190108 41.2824 0.127832 41.1546 0.0747128 41.05 6.36822 5.10216 1.26606 34.6818 0.558678 0.462385 0.338198 0.181687 0.151072 0.132986 0.124187 0.156511 0.0295997 0.110051 34.1231 0.0923227 33.4955 7.74874 0.340085 0.228732 0.111813 0.116919
internal_count=4633 4201 41 4160 450 3710 431 3677 194 147 47 3483 1109 1010 963 279 262 236 47 684 95 666 2374 618 2324 576 443 343 300 43
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=5 13 0 9 16 5 7 5 2 5 4 15 5 5 16 9 5 4 7 0 6 5 3 17 15 9 17 2 13 15
split_gain=0.00214184 0.0211741 0.0388892 0.032457 0.029036 0.0617575 0.0218603 0.0177633 0.0181407 0.0355939 0.0171772 0.0255959 0.0348307 0.0172042 0.0122506 0.0112805 0.0106274 0.0125775 0.0142482 0.0116457 0.0100116 0.0357138 0.0844145 0.0296112 0.0828259 0.0932662 0.0425793 0.0373379 0.0308409 0.0881332
threshold=20.743195000100005 113.79167882935 90.767723400200012 200.15236065845002 22.454947490600002 21.482549112100006 22.435297587800004 21.191508333600002 105.39281967610002 20.852055640250004 278.75859950360007 39.203018015350004 21.990725385850002 31.373072367600006 16.984960281800003 61.192192081150004 22.245176011200005 259.68081077110008 22.598495330900004 85.823648898300021 14.815346158200002 18.160071980500003 86.26455603170001 198.26219854015002 35.645792850250011 198.73585755510001 200.68261045605001 111.53582144370002 113.98793627290001 31.445204138150004
decision_type=2 2 2 2 2 2 2 2 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 14 5 -3 15 8 -6 -10 11 12 -7 -12 -2 -4 -14 18 19 -18 -1 22 -22 28 25 -25 -27 -28 29 -23
right_child=1 4 6 -5 7 10 -8 -9 9 -11 13 -13 16 -15 -16 -17 17 -19 -20 -21 21 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00032144590469588484 0.0035321018897478749 0.080778675365252156 -0.059823307658003005 0.08990828097566729 -0.0013060221312410185 -0.10170077619003424 -0.10311939405721289 0.00042772683973511935 -0.0019296751809662932 -0.030301913328220905 -0.10056773001161892 0.050644788503874084 0.10011060065897714 0.05043510552282901 -0.095278855233869711 0.092533232736838167 -0.031969697423937841 0.089986096986857958 -0.10074245420183299 0.094429301106272026 0.077852127377362967 0.013446552980737402 -0.032565507657980171 -0.06557747577799905 0.10103307782119408 0.086155687634247649 -0.053411035654301664 0.033946475439831224 0.0025879854327875533 -0.07604519192633627
leaf_weight=19.656408102504997 0.031796080011019023 0.13668871446862496 0.0097943555935557924 0.03403086495193719 2.6800900954986018 0.03723852158873342 0.075644902267015368 20.647572112811215 1.0150646941310695 0.78344059836672375 0.03044340575298321 0.082370375312166288 0.012783294543623924 0.010031261328634855 0.020725894731029315 0.0096454232477469759 0.019398436165595001 0.012214286265361807 0.015949471300700679 0.011676901922328398 0.19264182695769605 0.25371574155682486 0.10808354996208891 0.13395361647417292 0.11132703465409577 0.10410211572889239 0.067622475602547638 0.17697274149304576 3.30640923907049 0.19433675511390902
leaf_count=2442 261 81 24 18 44 7 104 748 11 36 28 18 4 58 62 19 284 17 7 4 41 46 22 26 7 15 21 62 76 40
internal_value=-7.23039e-06 -0.000644129 -0.034666 0.0138323 -0.000401742 0.0274538 -0.0788125 -0.000810598 -0.00651962 -0.0142888 -0.0039495 0.00855285 -0.0231797 -0.0631431 -0.0354601 0.0157713 0.0174189 -0.000425283 -0.0239089 0.0155261 0.000665594 0.00483874 0.038167 0.00253386 0.0232806 0.00534644 0.0325922 0.00979502 -0.000748399 -0.0253693
internal_weight=49.9822 25.6766 0.181638 0.0865528 25.495 0.368795 0.0950847 25.1262 4.4786 1.79851 0.232106 0.191631 0.109261 0.0404747 0.052522 0.0194398 0.0720224 0.0592391 0.0470248 0.0310753 24.3056 4.64917 0.300725 4.34844 0.593978 0.482651 0.348697 0.244595 3.75446 0.448052
internal_count=4633 1835 488 341 1347 508 147 839 91 47 427 341 323 86 323 43 316 312 295 288 2798 356 63 293 131 124 98 83 162 86
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=19 15 8 3 3 13 8 16 8 6 2 12 6 18 18 6 2 6 6 16 19 6 13 15 17 17 6 5 16 5
split_gain=0.00212844 0.0240533 0.0831364 0.0250078 0.0225969 0.0287361 0.0179091 0.0178612 0.0495789 0.0761447 0.042837 0.0204815 0.0116403 0.0678967 0.0397272 0.0319876 0.0224188 0.0216533 0.0150758 0.0147512 0.00467348 0.00408614 0.012489 0.00394076 0.0319182 0.0751295 0.0512748 0.0210065 0.0162722 0.040401
threshold=12.651020723000002 23.884857921950005 8.1436447804000007 81.075831839950027 82.081315180750025 104.72350955535002 7.3442686056500008 15.404963976500001 8.2435668022500028 13.705320222600003 78.110129541750013 240.57064938730005 12.410289964450003 14.668863553700001 15.288668002700001 14.055328400500002 156.97960885415003 11.895277931250002 13.705320222600003 13.634968115500001 10.750867412800002 11.085259005300001 93.431985407500022 28.579157549250002 188.13858192940003 186.51219468755002 14.845346859150002 17.886193876600004 18.764956119400004 18.428229854150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 -5 -6 -2 12 9 10 -9 -12 17 -14 -15 16 -16 21 -18 20 -19 22 -1 24 25 26 -3 -28 29 -25
right_child=1 23 -4 4 5 -7 -8 8 -10 -11 11 -13 13 14 15 -17 18 19 -20 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0048229630854179882 0.052485783541650871 -0.095182056326457667 -0.10397828597364851 0.068870039035158814 -0.078634907822004982 0.001716854328692295 -0.10059973914323775 0.092544918355596542 0.0040070894473781746 0.096940445421165228 -0.1004775840458027 0.051788321171548239 -0.00047485179952244948 -0.10171558941935624 -0.087081878787985789 0.062986311044561247 -0.051325370473540279 -0.069005763758322472 0.044966497134199951 0.09955326540434413 0.035253435397937044 0.0018767603356303097 -0.0839032807080895 -0.072613842010780125 0.00075639580883454034 0.10053443852079558 -0.052625027037616789 0.06478760688978101 2.4552386683383116e-05 -0.0055527002166919099
leaf_weight=0.053342850646941886 0.0093563161496991176 0.047593287770328785 0.097729918877149657 0.044549251950229518 0.048598897521164419 0.52872923224938373 0.041706934604547996 0.02227927745116165 1.618938820025505 0.14587325346598412 0.045781891330989311 0.010946125151050978 2.0471725878491491 0.10551768905997949 0.065297959307827114 0.034189237107057124 0.033182048029630096 0.0078346796562412946 0.031881179216725286 0.037805661442689598 0.009528277702656851 3.617493771212537 0.022579621777140346 0.10420611746247388 3.6114420633805935 0.10726398158797679 0.020304507808759809 0.061065460939293104 36.615747073115493 0.65145387309978275
leaf_count=964 39 48 51 26 84 117 85 3 29 137 73 58 179 33 57 11 28 20 14 10 35 197 98 89 224 15 4 234 1445 226
internal_value=-5.28151e-06 -0.00028874 -0.0177925 -0.00527586 0.000248104 -0.00504708 -0.0725499 0.00149951 0.0101186 0.0541162 -0.0249513 -0.0710967 -0.00112043 -0.0066921 -0.0538201 -0.0231073 -0.0456866 0.00232378 -0.00414206 0.0645103 -0.0117914 0.0013949 -0.0215645 3.8526e-05 0.0030858 0.0386977 -0.0127344 0.0354893 -0.000275214 -0.0148005
internal_weight=49.8994 41.9897 0.770671 0.672941 0.621877 0.577328 0.0510633 7.90964 1.84382 0.224881 0.0790073 0.056728 6.06583 2.31724 0.270068 0.16455 0.130361 3.74858 0.0650632 0.0551686 0.017363 3.69342 0.0759225 41.2191 3.84767 0.236227 0.128963 0.08137 37.3714 0.75566
internal_count=4633 2687 402 351 227 201 124 1946 300 271 134 131 1646 322 143 110 99 1324 42 65 55 1259 1062 2285 525 301 286 238 1760 315
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=18 7 6 8 19 2 9 16 16 4 12 18 16 18 2 8 18 18 12 3 13 0 10 5 7 6 6 0 2 18
split_gain=0.0020789 0.0150358 0.00769869 0.010485 0.00716756 0.00679911 0.00706009 0.00716591 0.00587019 0.00248601 0.00235941 0.0109219 0.0581889 0.0710136 0.0084 0.0368147 0.00575603 0.00526927 0.00401174 0.00267334 0.112388 0.101716 0.0567391 0.0588996 0.0483684 0.0264069 0.0171065 0.0502922 0.0674347 0.0127604
threshold=12.514699516150001 20.714163848350005 23.145540791850003 5.1459841250500009 13.851117550450002 305.67240907785003 70.238863950400017 21.074950717600004 19.304954856600002 143.58239362595003 92.791843202150019 14.295312909150001 19.934953383400003 14.012341117450001 72.043920985000014 8.3434888241000014 15.079587624050001 14.414681958350002 95.011694655150009 85.589753040950015 110.07622969305001 94.625660817400004 70.182199495350019 19.841254985200006 23.960918281000001 14.965349663000001 14.745344522600002 95.746747857800017 206.22726210890002 14.349689277800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -1 -2 11 12 13 -11 15 -12 17 -13 -16 21 22 25 23 -21 29 -20 27 28 -23 -25
right_child=9 -3 -4 -5 -6 -7 7 -9 -10 10 14 16 -14 -15 18 -17 -18 -19 19 20 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.073883499697620564 0.014393080233987048 -0.063604579386512025 -0.10024606845496992 0.074999009460614399 -0.10017470404882159 -0.10011144419710623 -0.10009286757765581 0.1000794377940729 -0.0090066587067832923 0.028035515396608524 -0.029266621424406888 0.002612965937152224 0.0014080865611720509 -0.10528815435384956 0.008632626737303967 0.056314827805274942 0.0091652449832688148 -0.0055578605463242128 -0.09724253471262316 0.090178335127830411 -0.00013049820844083978 -0.10057339623546609 -0.084032299681608538 -0.021590586132198001 -0.10088060229360121 0.019323781820801432 0.037070447594537495 9.2993642051376416e-05 0.061175160119491825 0.097431762295510066
leaf_weight=0.021883445974822918 0.12016097330707154 0.039923138242972556 0.0058561433106660834 0.023378343976105498 0.0068774571787457708 0.0051734582048600644 0.0076763706390963193 0.0023315951693803072 0.014015705695783254 0.058930633695278511 0.086708404734969657 1.5459314843465115 0.65764768375083804 0.12404503473911177 0.54681386012378297 0.11959156673401594 0.59478194744518109 1.612497022845673 0.13648136014334689 0.25715695925044113 30.75861710989518 0.10410221305510425 0.026730118646511869 0.013040285044605637 0.033099304074312386 0.022661330343908048 0.12194420985440579 12.677907669012896 0.034257118961591004 0.029127019772204221
leaf_count=36 36 32 4 28 62 45 176 1 15 30 36 12 28 31 13 21 74 51 152 67 1292 149 95 168 30 11 33 1846 50 9
internal_value=-5.86813e-06 -0.012778 0.0104942 0.0184674 -0.00433562 0.0085681 0.0208156 -0.0534579 0.0415216 2.68103e-05 -8.02011e-06 -0.00216672 -0.0124697 -0.0623488 0.000212507 0.0203447 0.000140881 -0.00155855 0.000119721 1.44406e-05 0.000518904 -0.0011841 0.0561349 0.0674057 -0.0103994 -0.0806439 -0.000206732 -0.000561416 -0.0605252 0.060624
internal_weight=49.8093 0.127116 0.0871925 0.0813364 0.057958 0.0510806 0.0459071 0.010008 0.0358992 49.6822 49.5621 4.59383 0.840623 0.182976 44.9682 0.2063 3.75321 3.15843 44.7619 44.2151 31.1178 13.0974 0.359154 0.332424 0.0752666 0.159143 12.9382 12.8163 0.138359 0.0421673
internal_count=4633 399 367 363 335 273 228 177 51 4234 4198 226 89 61 3972 57 137 63 3915 3902 1661 2241 369 274 207 163 2078 2045 199 177
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=14 16 6 0 8 17 10 15 8 5 13 13 6 18 15 4 8 13 18 19 5 7 13 5 14 18 18 0 0 13
split_gain=0.00225572 0.0147055 0.0240333 0.00597605 0.00233974 0.0220969 0.0248734 0.0085873 0.00412624 0.00590195 0.0035448 0.00977342 0.0415115 0.00741844 0.0620243 0.0165658 0.0165421 0.00794909 0.013666 0.0138924 0.0109272 0.00894229 0.018079 0.00846702 0.00762238 0.0424392 0.0138032 0.0224248 0.0176491 0.0258361
threshold=144.12207640715005 19.029955499700005 17.130400249100003 82.605564516150011 8.8430989333000021 189.31980273685002 62.425997789000007 32.355961258350007 8.7431769115000026 21.990725385850002 117.61735474900001 117.69263157665002 16.515385879350003 12.854871756700001 35.293770423450006 143.58239362595003 5.1459841250500009 117.55283175385001 13.1052958007 14.451165964200003 21.438877744300004 23.276000438150003 117.57433941890001 23.714185006400005 335.96614052160004 14.1090729785 14.152310743200003 89.237990724000014 92.773313165550022 104.30679854515002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 -6 -7 -8 10 -10 13 12 -12 14 16 -15 -2 24 -19 21 -21 22 -20 -23 -17 -26 -27 -28 -29 -30
right_child=4 2 3 -5 5 6 7 -9 9 -11 11 -13 -14 15 -16 17 -18 18 19 20 -22 23 -24 -25 25 26 27 28 29 -31
leaf_value=0.037599809537923676 0.0014280221873428595 -0.076418389185454072 -0.018344807737020068 0.055572158192540438 0.0035681838645080875 -0.10152996350465758 -0.042604184484154616 0.011810526437889234 0.0093100441446600513 -9.6616078540637289e-05 -0.00058979582406576934 0.0018296427199040268 -0.027721181073572684 0.10056707154180267 -0.10328559163017295 -0.00017018193834745826 0.1001481819210842 0.016324148465333938 0.0040393660919047711 0.00014524010611691851 0.018925957645883409 0.0084119593523223572 -0.0208842560627037 -0.0028637232427693197 -0.0970631318890397 0.074606578332452725 -0.087067956813574085 0.06650102638455084 0.01340567637687121 -0.10024123473750289
leaf_weight=0.04136729491991431 0.048194988530382399 0.056497538869734854 0.020006550377729582 0.024129354387696367 0.57886951698115652 0.044882852353111957 0.054973724316027983 0.061386663495795801 1.1576580647379153 1.5737089295453186 2.9808056542791515 3.2093389682026796 0.69551094553412429 0.016482822597025826 0.055785935226595029 32.930031276555674 0.026201869381566212 0.74646154828246736 0.58044442438585997 0.53928372543305136 0.72803564963419376 1.1748043815023268 0.58372079620676232 1.5375202562863703 0.05318640644535122 0.023787793959115788 0.029033502398636557 0.039459992017782497 0.094770386054719324 0.025355778296145104
leaf_count=16 397 13 30 13 82 35 30 21 32 37 100 155 52 1 19 2509 17 40 24 6 49 24 18 27 94 10 21 49 641 71
internal_value=-6.83029e-06 -0.0125925 -0.033225 0.022066 2.92089e-05 -0.00555124 -0.0382903 -0.0138974 0.000113757 0.00389029 -0.000109909 -0.00220262 -0.0057227 0.000257381 -0.0235745 0.000336724 0.0361963 0.000294456 0.00367995 0.00184504 0.0109342 -0.00112642 -0.00845752 0.00202018 -0.000306269 -0.0171793 0.00282351 -0.00622942 0.00847753 -0.0105825
internal_weight=49.7317 0.142001 0.100633 0.0441359 49.5897 0.740113 0.161243 0.11636 48.8496 2.73137 46.1182 6.88566 3.67632 39.2326 0.130183 39.1024 0.0743969 39.0859 5.89027 5.14381 1.26732 3.87649 1.16417 2.71232 33.1956 0.265594 0.212407 0.18862 0.159586 0.120126
internal_count=4633 72 56 43 4561 168 86 51 4393 69 4324 307 152 4017 433 3584 414 3583 188 148 55 93 42 51 3395 886 792 782 761 712
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=0 13 16 16 13 7 15 3 3 3 13 7 10 12 10 2 18 3 8 5 2 13 0 8 18 19 5 7 3 7
split_gain=0.00205955 0.0139313 0.0437637 0.0226872 0.0260924 0.0134829 0.0327492 0.0123503 0.0222288 0.0109388 0.0105179 0.0104177 0.00975898 0.00697538 0.00738897 0.0065561 0.00813408 0.00576766 0.00553052 0.0124639 0.00773358 0.00696214 0.00528428 0.00468053 0.0046708 0.0219498 0.0326033 0.0872679 0.0389653 0.0179439
threshold=85.990333302400003 117.50981642375002 22.614947116400003 22.594947163200004 116.67639440335002 22.398098708400003 33.423812040500003 93.394346993650018 89.993447458600016 93.883646373400012 105.40368946235002 19.506002767000002 68.327163385350005 211.51213392550002 69.873026810350026 305.67240907785003 11.634276750250001 93.668569722950011 8.2435668022500028 21.438877744300004 125.02712973155002 117.56358558635002 95.988709089550014 3.4473097536500004 13.304953393500002 14.351157895250003 22.665750084250003 23.209106085000005 93.292185584700022 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 8 10 -1 12 15 -2 14 -14 16 23 -3 20 -20 -19 -21 -15 -11 25 -7 27 28 -27 -26
right_child=5 17 -4 -5 -6 24 -8 -9 -10 11 -12 -13 13 22 -16 -17 -18 18 19 21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.083596804894963808 -0.10016485821830634 -0.010267409305839709 -0.10118804491010649 0.071840873692055024 -0.08693440559513857 -0.00078570719356474872 0.091426238433254106 0.099214277811628795 -0.096481584551977889 0.1000480386618931 0.074409450653468004 -0.10021478544152279 0.09972521616511254 0.073605609593733454 -0.10008993446181665 -0.10010097621587577 0.044854354033713267 0.014140187247063339 -0.0228468145232112 0.0098125795803786602 -0.0019710410162113684 -0.0013210578024699308 -0.014474610541611874 -0.10016426678863843 -0.01450098346777603 0.1005129728947303 -0.0049788577246140846 0.0014950204253398995 0.027292375153638859 0.00012493700434058945
leaf_weight=0.017399470263617017 0.0098475022163907466 0.5966756377092669 0.057452950177179218 0.035085598814305285 0.038663358988385355 3.9892983722244244 0.055412193411029875 0.010493762591067934 0.024761344417811415 0.0014108844334259629 0.020311019863584079 0.0099002257582967435 0.0023635908426058458 0.016622208389378557 0.0085279130144364501 0.0046882378715659969 0.035804803762403026 0.60590138361089685 0.25503251804911986 0.61591250986595003 0.58616949529239548 6.3755554279260309 0.011540061008076918 0.0067730611441696453 0.85998843715770945 0.17257198086008407 0.54218738080817275 0.50694218813441694 0.12555899581639096 34.083243649971017
leaf_count=10 48 38 29 13 127 78 12 5 37 1 15 245 3 26 84 44 67 58 38 34 96 248 38 107 143 25 14 4 35 2911
internal_value=-6.96416e-06 -0.00135375 -0.0269927 0.00147761 -0.0200571 0.000300841 0.0292833 -0.00367888 -0.0151687 0.0139758 0.0139218 -0.0067041 -0.0112016 0.0112307 -0.0567276 0.0123147 0.0242957 -0.000765844 -9.40055e-05 -0.00113234 0.00621791 -0.000340241 0.037513 -0.0656483 0.000185803 0.00294132 0.0139772 0.0267434 0.0696758 -0.000235022
internal_weight=49.6821 9.24243 0.207179 0.149726 0.11464 40.4397 0.15988 0.104467 0.0939736 0.0759767 0.0692123 0.0585772 0.0489013 0.0390538 0.0108915 0.048677 0.0439887 9.03525 8.43857 7.2465 1.19207 6.99147 0.0281623 0.00818395 40.2798 5.33656 1.34726 0.805073 0.298131 34.9432
internal_count=4633 1155 643 614 601 3478 268 256 251 474 214 464 199 151 87 219 175 512 474 320 154 282 64 108 3210 156 78 64 60 3054
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=3 6 19 16 9 13 7 8 8 9 6 5 18 3 18 4 6 19 16 6 10 6 5 6 7 16 7 18 9 18
split_gain=0.00196513 0.0262919 0.0487316 0.0329435 0.0395889 0.0262896 0.0110415 0.00750767 0.00728291 0.0306879 0.0108506 0.0208168 0.00916631 0.00599705 0.00574831 0.0056271 0.00500466 0.00381685 0.00902808 0.0520242 0.0256785 0.0134712 0.0110736 0.0734182 0.0282322 0.00740671 0.0142966 0.0387431 0.0815409 0.0133408
threshold=93.883646373400012 16.525386113000007 14.351157895250003 22.664946999500003 186.70853236170004 117.56358558635002 19.506002767000002 8.543332867800002 8.543332867800002 185.00606802455005 16.575387281250006 30.133297129900004 11.634276750250001 93.82450029455002 13.471502260950002 141.79569928155004 15.745367888000002 14.451165964200003 22.534947303500005 16.485385178400005 64.730006406800015 16.535386346650004 21.438877744300004 16.425383776450001 23.131311951800004 22.584947186600004 23.276000438150003 13.141419083100002 200.95377551580003 13.552878921100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 5 4 -4 6 16 -6 9 -3 -10 12 -12 15 -14 -1 -2 25 19 20 -19 22 -20 -24 -25 29 27 -27 -29 -17
right_child=1 8 3 -5 7 -7 -8 -9 10 -11 11 -13 14 -15 -16 17 -18 18 21 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.030045749407982797 0.056050837393252145 0.0010126030763001007 0.030794985944099153 -0.10129841539459006 -0.10068286127558623 0.083329831107958274 -0.10025351336278757 -0.030125861029876716 -0.0027360919790170141 0.060077223078966319 0.0089336177690723766 0.030069978305333041 -0.095431201525915471 0.0073478791596326603 -0.016297956461268637 0.0051537963482580487 -0.033754655661532067 -0.086563784541105804 0.0025561031699802739 0.0068887442280175532 -0.01504403301203178 -0.0056471270423415236 0.0014776033048782679 0.016597590237174928 0.077258519218238342 -0.0024764097557054394 0.00017678573197304028 -0.064185642667406534 -0.0013525255878975252 -0.00054194436066965803
leaf_weight=0.062150402460246279 0.01262949341616848 1.9334382754299895 0.067772153473924845 0.0900350919888524 0.045355488197739824 0.047933029341379552 0.013569148257652541 0.022593074379415157 0.57228002781346266 0.092158280045396057 0.013625320629216731 0.032430121442303061 0.052108684312429432 1.1310989424464413 0.011142443036476379 5.0682451783420701 0.012199519807381876 0.10264734622614824 2.3084446883840433 0.62699539092136547 0.098254839258515858 1.117363674988155 1.1199120408328651 0.12090207597793767 0.20996391502376355 3.9043590230875784 8.0808233517068384 0.3383262887073214 0.53021831810474396 21.802142280054241
leaf_count=16 16 467 16 37 32 29 148 29 17 29 9 14 87 34 24 252 30 14 85 41 30 25 65 38 19 74 130 46 5 2775
internal_value=-4.82566e-06 -0.00247723 -0.0299613 -0.0543974 -0.0232839 0.0339391 -0.0277162 -0.0772225 0.000691165 0.00369986 -0.00825032 -0.0371203 -0.0654644 0.000155289 -0.0814909 -2.35502e-05 0.0119257 -6.46877e-05 0.00235415 -0.007301 -0.0515858 0.00399331 0.00685876 0.013705 0.0550923 -0.000412039 -0.00238632 -0.0067258 -0.0258281 0.000532376
internal_weight=49.6411 3.01927 0.312087 0.225756 0.135721 0.0863312 0.0383982 0.0679486 2.70718 2.0256 0.681587 0.109307 0.0768764 46.6218 0.0632511 45.4907 0.024829 45.4286 5.70448 0.827898 0.200902 4.87659 3.75922 1.45078 0.330866 39.7241 12.8537 4.7729 0.868545 26.8704
internal_count=4633 984 337 114 77 223 194 61 647 496 151 134 120 3649 111 3615 46 3599 317 85 44 232 207 122 57 3282 255 125 51 3027
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=5 6 15 2 17 17 9 17 18 15 12 9 6 19 9 3 5 2 17 6 9 7 17 2 14 0 15 18 15 17
split_gain=0.00225045 0.0104073 0.0370386 0.0388863 0.0277286 0.0276247 0.040615 0.0354714 0.0254398 0.0207362 0.0174372 0.0447587 0.0171606 0.0167629 0.0135144 0.00952168 0.00929871 0.034917 0.0205316 0.00916018 0.0302648 0.0763053 0.0419436 0.0522172 0.0354324 0.0259434 0.014114 0.0307568 0.0978484 0.024584
threshold=20.743195000100005 16.345381907250005 42.33967733730001 241.49325970385004 204.04920942250001 199.39473800005004 200.77913281735002 193.70011821090003 14.460856400850002 38.992510055900006 154.32008656120004 194.03220695150003 16.165377701450002 14.451165964200003 209.24553857890001 88.151853639250007 21.191508333600002 103.92649527695001 188.27285108100003 14.815346158200002 201.40496258350001 24.414825394400005 201.81829107560003 164.37582864125002 216.18714566720004 93.843319501450011 35.133229767950006 13.453871405300001 30.247508226550003 196.58703564235003
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 6 9 -8 -6 10 11 15 14 -10 -5 -2 17 18 -3 -1 26 22 -22 -24 -23 -26 27 -21 -29 -30
right_child=1 16 3 12 8 -7 7 -9 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 24 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.00025383351999254546 -0.0021331689858829555 -0.015166325152141389 -0.09148876672988332 -0.091400445695981228 -0.1036471319378163 0.044590326627451785 -0.10373011257056948 0.0059904085129132319 0.055214279794804283 0.040585705899170418 -0.00048125459864702092 0.10028103131577029 0.051689596053093506 -0.061330191148404434 0.021612793121957255 -0.10149523676858173 0.00073505419843400692 -0.024207811991759656 0.0067938403396140563 0.0033547282389953486 0.093463888497087796 -0.063794296405573853 -0.044532339700844983 0.089021759397805281 -0.027713699614356331 0.052111045200174025 0.014836703885887263 0.025448268721329732 -0.10136304254395029 -0.040652224179473728
leaf_weight=19.528312694379512 0.011702300282198985 0.57787783921231284 0.10158940662608973 0.023859336036593959 0.051548665496997326 0.12572727760880287 0.073106548031318996 0.049357826397113058 0.024620289358722403 0.11775291475350957 1.5614581636731477 0.01643054373562336 0.036977774978687705 0.024745877017267048 0.019013403910577154 0.054841179170584842 20.273702112608241 0.7320027705936808 1.6172320104669777 2.7654799425217784 0.17172808369651438 0.0895693987768027 0.064540792925981805 0.053577414801111445 0.07705463679303648 0.08633127883376801 0.68135453393915657 0.24178799371497905 0.095863060851115733 0.21924349173059454
leaf_count=2442 3 16 48 35 15 35 17 35 35 22 147 2 17 10 19 114 1147 33 85 71 30 30 22 22 22 23 23 40 23 50
internal_value=-6.01358e-06 -0.000660799 -0.00708811 -0.050445 -0.00336211 -0.000794498 -0.00382218 -0.0595085 -0.0545128 4.7791e-05 -0.00285501 -0.0475258 0.00177263 -0.0032062 -0.0412808 -0.0840215 -2.56449e-05 -0.00529438 0.00101267 0.000687358 0.00472997 0.0268885 0.0619148 0.0160467 -0.0132461 0.0144648 0.00172586 -0.000962922 -0.0224039 -0.0591219
internal_weight=49.5684 25.4935 2.29273 0.18144 2.11129 2.01038 1.88465 0.122464 0.100915 1.76219 1.64443 0.082974 0.0798505 0.0493662 0.0428727 0.0665435 23.2008 2.92711 2.19511 24.0748 4.54653 0.542802 0.289846 0.118118 0.252955 0.163386 4.00373 3.32237 0.556895 0.315107
internal_count=4633 1835 554 119 435 375 340 52 60 288 266 119 71 45 54 117 1281 134 101 2798 356 149 74 44 75 45 207 184 113 73
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=14 9 19 19 2 5 13 0 7 8 7 0 15 5 13 9 9 13 19 4 5 2 8 6 5 17 9 8 3 18
split_gain=0.00226228 0.0135179 0.0054476 0.00260954 0.00608731 0.0027377 0.0120645 0.0322455 0.051124 0.0211333 0.0199077 0.0120604 0.0447916 0.0116806 0.0184464 0.0504249 0.052962 0.0527777 0.0236987 0.0178601 0.0177386 0.0965284 0.0403334 0.0770073 0.0110706 0.0100306 0.00932739 0.00755182 0.00698019 0.0768581
threshold=144.12207640715005 193.49750438550004 14.251149826300002 14.651182102100002 241.49325970385004 20.743195000100005 113.98793627290001 90.767723400200012 23.032419884600003 8.1436447804000007 22.435297587800004 86.162394622750014 34.139075990150012 21.191508333600002 117.39690118230001 207.09414646890002 192.57902085675002 117.22752832010001 14.251149826300002 278.75859950360007 20.911722254300006 103.80573377365 8.3434888241000014 16.455384477450004 31.373072367600006 168.62011096010002 61.192192081150004 5.9453602998000008 85.589753040950015 14.380989918050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 8 9 27 26 12 -2 20 15 16 17 19 -17 25 -8 -22 23 -23 -21 -15 -9 -7 -13 -30
right_child=3 2 -4 4 -6 6 13 10 -10 -11 -12 28 -14 14 -16 18 -18 -19 -20 24 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.029771770758704526 0.099825549726127727 -0.062451494497623453 -0.011614659040947198 0.010514089893756566 -0.0037482198486365973 -0.012024312255518354 -0.00072741561182829585 -0.05633841615323798 0.071387394164168505 -0.088887344483473935 -0.10260642079480831 -0.0005231249871552328 -0.023177143071471989 -0.018379905397485467 -4.6129434822565857e-05 -0.10363061201325124 0.07668456665659612 -0.10074360382966133 0.0048225316611766114 -0.10041244661225193 -0.0014660807363393532 0.10011370676162219 -0.090844454280711223 -0.1023925777106286 0.049980263524026014 0.09750111117922805 0.091985328757326179 0.10016412826683359 0.00066722541045358933 0.048445160497706564
leaf_weight=0.047152791268536443 0.053970775413591521 0.042247182318533305 0.042068809270858765 0.71849663710417988 0.51287273049820215 0.030250347047297788 2.62512399012894 0.0082536794176917283 0.063743443574219016 0.050038681960785425 0.060951637910164891 17.425852618267665 0.065576549910474569 0.0092462684908046766 19.61498419402222 0.038654964044212647 0.17450206095475096 0.041594731797644613 0.042084089160198346 0.011617424891138484 1.1008877414278684 0.036163595039397367 0.20158645074116066 0.039060932107531698 0.0084581899346076739 0.038875332033512677 0.0087179596010571458 0.0074846025745500802 6.0008889337733384 0.35670725919288759
leaf_count=32 33 12 28 60 10 327 50 24 27 14 103 2341 11 71 693 26 47 43 31 12 19 58 23 4 49 73 19 9 248 136
internal_value=-6.84365e-06 -0.0131072 -0.0370869 2.80583e-05 0.00457375 -8.82754e-05 -0.000837755 -0.0236597 0.00322486 -0.0462765 -0.075935 0.000670902 0.0323536 -0.000619421 0.000368376 0.0226417 0.0424485 -0.0119658 -0.0471009 0.0421814 -0.00554999 -0.0147391 -0.0675265 -0.00503929 -0.0370495 0.0752353 0.0198522 0.0102279 0.000511649 0.00334791
internal_weight=49.4781 0.131469 0.084316 49.3466 1.23137 48.1153 24.2123 0.22944 0.151517 0.0877736 0.0779233 23.903 0.119547 23.9828 19.98 0.365033 0.284294 0.109792 0.0807391 0.0681972 4.00282 1.3777 0.276811 0.0752245 0.0200756 0.0481216 0.0169716 0.0377349 23.7834 6.3576
internal_count=4633 72 40 4561 70 4491 1722 523 377 350 146 2769 44 1199 1045 352 295 248 57 205 154 104 85 62 61 144 43 336 2725 384
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=6 5 14 5 18 17 13 10 10 18 19 7 2 16 2 8 8 7 18 15 13 3 15 7 10 8 8 9 18 18
split_gain=0.00207183 0.00505836 0.0148239 0.0108778 0.0276549 0.0583964 0.00968827 0.00697709 0.0671221 0.0110506 0.0124405 0.0140317 0.00898866 0.00509708 0.0106283 0.00757629 0.00672647 0.0050567 0.00485813 0.00541879 0.00695135 0.00429128 0.0357937 0.0465127 0.0151382 0.0367025 0.0207427 0.0300428 0.00901839 0.0100569
threshold=16.465384711100004 22.825270530250005 265.16683954625006 23.714185006400005 12.899561312100003 192.64609805285002 117.73026999045001 61.987779113750001 61.917879202350001 13.405741979600002 14.351157895250003 19.052023743050004 263.5517324101001 22.664946999500003 73.064159960350011 8.3434888241000014 8.543332867800002 23.493869161500005 11.780626785300003 30.632308446700005 120.78166996855002 93.499196860750018 37.882159664350006 22.276766275150006 62.025417527550012 8.1436447804000007 8.543332867800002 187.45330412110005 13.278511569200001 13.154691941050002
decision_type=2 2 2 2 2 2 2 2 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 13 4 -3 -6 -4 8 9 10 11 18 -10 15 -15 -2 -17 -18 19 20 -5 28 23 -23 -24 -26 27 -27 29 -1
right_child=1 3 6 7 5 -7 -8 -9 12 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0028247615090289621 0.0070368587078319294 0.00051851216818504396 -0.02029411307590516 -0.10017526677691327 -0.0038024858240475884 0.072541791694170507 -0.002027930892724353 0.0012595116976248256 -0.10180981194432676 0.04526987272332865 -5.4734632942390775e-05 -0.10053332539351548 -0.018544387425233934 0.003250065390472655 -0.015725002852505349 -0.0052126919441913971 0.0044267405013094108 -0.0030388799400913047 0.039319844713951835 0.09574111583591309 0.10007062549042987 0.035552443486079686 -0.0060363813735221658 -0.093580337864542812 -0.0030839025415066328 0.073647987519283795 0.081398047119387806 -0.027795992553524863 0.00021027216908512701 0.016730505127873604
leaf_weight=2.2433181755296903 1.2910852355416844 1.10270450150574 0.70258845469652331 0.010588562947179359 0.21909665567363834 0.18461619874506141 0.49490715480351355 3.131402265198596 0.079703861571374435 0.050169438797638577 0.92604349643079331 0.026975345697138886 0.015483335679164156 0.54706491158140103 0.64113245549378917 2.6540690609253943 2.2129152965775067 1.5377063992491455 0.014918307851758073 0.0024264369433844033 0.002072961302474142 0.040097134936438183 1.6475760962176766 0.091645785138214197 0.51714465025503376 0.05359119576314697 0.093929547895612586 0.064125822072033323 28.132071715199643 0.6770561197565711
leaf_count=74 35 23 61 147 30 20 4 126 125 28 54 138 15 21 32 28 68 16 78 6 1 167 66 17 13 15 23 31 3105 66
internal_value=-7.00272e-06 -0.000949346 -0.0023005 0.00141298 0.00871674 0.0311094 -0.012745 -0.00116991 -0.00791185 -0.000508924 -0.00284528 -0.0481962 -0.0882657 -0.000892661 -0.00698858 4.85249e-05 -0.00136021 0.00136593 -0.00114557 -0.041156 -0.0673907 0.000437982 -0.00354083 -0.0542776 -0.000728043 0.0112725 0.0463514 0.0183868 0.000759352 0.00604865
internal_weight=49.4082 15.8477 10.0815 5.7662 1.50642 0.403713 1.1975 4.25978 1.12838 1.03319 0.983025 0.0569816 0.0951872 8.88397 1.1882 7.69578 6.40469 3.75062 0.0300063 0.015088 0.0126615 33.5606 2.50811 0.131743 2.37637 0.728791 0.211647 0.117717 31.0524 2.92037
internal_count=4633 1056 265 791 73 50 65 718 592 452 424 370 140 200 53 147 112 84 232 154 148 3577 332 184 148 82 69 46 3245 140
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=8 19 6 15 5 2 14 8 5 6 3 10 12 5 5 8 4 7 7 8 4 7 16 7 16 7 7 16 4 6
split_gain=0.00208341 0.0110643 0.0293299 0.00855617 0.0122156 0.008486 0.00847716 0.00275294 0.00508027 0.00287302 0.0164511 0.0395758 0.0465657 0.0332167 0.0200015 0.0176563 0.0087112 0.0101831 0.0081833 0.0297884 0.0104752 0.00857096 0.00630519 0.0706497 0.0299369 0.00598449 0.00587541 0.00560246 0.015121 0.0134805
threshold=8.8430989333000021 14.451165964200003 16.605387982250004 32.99104187950001 29.741930202000002 122.71527679435002 144.12207640715005 8.7431769115000026 21.990725385850002 16.535386346650004 93.915907870950022 61.917879202350001 142.16329074190006 20.743195000100005 24.800945798900006 8.6432548896500023 265.91245918190003 22.995234593000003 22.227765484150002 8.2435668022500028 292.45535980730006 20.797746106000002 22.514947350300002 23.822419043000004 21.374950016100005 20.631538035450003 19.052023743050004 22.644947046300004 143.58239362595003 15.155354102400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 -1 9 -9 10 18 12 -12 -13 -14 -15 22 -18 19 20 21 25 23 24 26 -8 -11 28 -20 -29
right_child=1 2 3 4 -6 -7 7 8 -10 16 11 13 14 15 -16 -17 17 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.032331658331709874 0.00056422210071525728 -0.10143474656966869 0.037598282179841104 -0.10051240256114885 0.031297653836574582 -0.0085261475242706854 -0.054777459723417743 0.008289874108891114 -0.00047347544691208048 0.016870179232262899 -0.10165688396305611 0.10026884089471606 0.10012831243426737 -0.097330034460578863 -0.0072160445616031681 0.035268353364496338 0.00035217352307722493 -0.018340435294616 0.10051332179357975 0.10021526331471181 0.022609006957428904 -0.10013266589428026 -0.0014567254819956314 -0.0070023460508195721 0.1009320276286126 0.097602388244410657 -0.10050686761712851 -0.011459000167812348 -0.00012491648486979767 0.0056021502997951247
leaf_weight=0.080583796263986041 0.62592247458925143 0.041217297464754665 0.036172563413856551 0.021318619648809545 0.025426309963222593 0.018938122573672445 0.0056964828210838148 1.1445922885322937 1.5674354348207087 0.008423478424231301 0.023834156103503479 0.010853124782443047 0.045499575734929465 0.095363005832680647 0.028065044381499149 0.011224018527855151 0.53801957528402311 0.63587107719695268 0.014936451800166561 0.037138652289286256 0.037890205221799533 0.017761383393294139 5.3085390915493917 0.50212582154199481 0.098440376110374928 0.0047069940696928825 0.008637353412428439 0.52295744117873155 33.80081489733778 4.0472346923982627
leaf_count=36 104 19 23 25 13 20 39 32 37 150 22 4 17 209 62 12 86 31 1 8 107 85 91 5 12 7 202 21 3030 123
internal_value=-6.2263e-06 -0.00517058 -0.0302595 -0.0014574 -0.0229659 -0.057239 7.54946e-05 0.000129322 0.00322503 -5.39732e-05 0.000285238 -0.0273099 0.0198193 -0.0663964 0.0591762 -0.0833669 -0.00190309 -0.00977321 0.000439269 0.0285618 -0.0117245 -0.0579133 -0.000344129 0.0092187 0.0797375 0.0141659 -0.0425541 0.000363666 -8.04645e-05 0.00364988
internal_weight=49.3656 0.768995 0.143073 0.101856 0.0656831 0.0402567 48.5966 48.5161 2.71203 45.804 38.704 0.214839 0.0973988 0.11744 0.0735646 0.106587 7.10006 1.17389 38.4891 0.103194 0.0660551 0.0281649 5.92617 0.617627 0.115501 0.0104035 0.0170608 38.3859 33.8158 4.57019
internal_count=4633 204 100 81 58 45 4429 4393 69 4324 3747 326 101 225 79 221 577 117 3421 246 238 131 460 369 364 46 352 3175 3031 144
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=0 18 16 8 13 9 4 5 7 7 0 9 16 2 13 15 13 12 17 15 8 4 4 7 16 14 6 18 10 0
split_gain=0.00188337 0.0133887 0.057439 0.0215971 0.00947586 0.0446996 0.039294 0.00980013 0.00869043 0.0309813 0.0115491 0.00868151 0.00759118 0.0127107 0.00707783 0.00690239 0.00579442 0.0112887 0.00617782 0.00492683 0.0205789 0.0613881 0.0105686 0.0395496 0.00891945 0.00853285 0.0373952 0.0182196 0.0339062 0.0489626
threshold=86.09518316945001 13.391483899700001 22.694946929300002 8.543332867800002 117.49368567500001 194.03220695150003 209.52275111965002 23.636018850950002 22.398098708400003 22.040683815500007 89.711159354950013 70.238863950400017 20.864951208700003 69.881082014850008 117.57433941890001 23.116804452750003 105.40368946235002 211.51213392550002 172.68891404560003 41.195083317300011 8.543332867800002 287.18105310725008 299.67482098205011 24.209421447000004 22.614947116400003 310.33012040220007 16.325381439950004 13.921859755900002 63.452988794850008 96.870523356300012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -8 9 10 -2 -9 13 -11 -5 -15 17 -12 -19 25 21 -21 -23 -24 -22 -10 27 -27 -29 -30
right_child=8 2 -4 14 -6 -7 7 11 19 12 16 -13 -14 15 -16 -17 -18 18 -20 20 24 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.094203265991463336 -0.09361416485992427 -0.091010660507117452 0.060866651210763893 0.041572996139462304 -0.0011674605095797622 0.079448832217662552 0.089483476202714615 0.02398432101986564 2.7351812799866596e-06 0.10012592818593119 -0.10012224081198527 -0.10010196060506654 0.10021381836788584 0.041175655101228885 -0.040259405473501236 -0.10071976053707787 0.060876959226225116 0.062009799684680268 -0.034935311976766428 0.051169893313526997 0.0037435623273372569 -0.0081551788126241406 0.051486418563551697 -0.0027966181919108495 -0.0090462624103247232 -0.10089091740176642 -0.098853289191188021 0.075820654978299581 -0.085873923401190211 0.016885772104036235
leaf_weight=0.042940322818985216 0.017076531243895299 0.089312667638051901 0.052239104936234071 0.018661181369303392 9.4354469839829331 0.077264714323149519 0.019467188044010264 0.033398799258293366 35.259540385814006 0.013833543634973466 0.011593721328694073 0.0067834622544202519 0.040940916631370783 0.0063433740016307638 0.024374920914851828 0.0074595816623226341 0.012404842156684026 0.014533195837429957 0.012001529666122224 0.32344198540522429 1.0860775024011675 0.54423889223107813 0.17656773180124219 0.55961011440565045 1.095024863599974 0.017741766900946199 0.046868001500115497 0.05267334368545562 0.065724610463462341 0.15744090246166564
leaf_count=318 37 76 29 13 433 54 25 82 2005 5 85 125 8 19 30 22 12 22 55 30 32 11 31 62 35 10 47 25 172 723
internal_value=-5.21804e-06 -0.00124617 -0.0279233 -0.0629694 -0.000734042 0.0220038 -0.0212606 0.0312493 0.000302496 0.0255201 -0.022516 0.00303641 0.0728783 0.0323833 -0.00477549 -0.0355094 0.00150996 -0.0178047 0.018162 0.000215297 0.00364544 0.0122442 0.00241129 0.0102228 -0.00267758 -0.000149393 -0.015905 -0.0026629 0.00365506 -0.013378
internal_weight=49.321 9.79989 0.184588 0.132349 9.6153 0.179854 0.10259 0.0596494 39.5211 0.136187 0.0676098 0.0401823 0.0685774 0.0276365 0.0430361 0.013803 0.0505333 0.0381284 0.0265347 39.385 3.78496 1.60386 1.28042 0.736178 2.1811 35.6 0.340449 0.293581 0.275839 0.223166
internal_count=4633 1185 148 119 1037 604 550 232 3448 265 211 207 54 46 43 41 174 162 77 3183 201 134 104 93 67 2982 977 930 920 895
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=5 6 5 5 4 9 9 5 6 19 3 15 6 5 7 7 18 12 8 16 19 18 7 10 15 4 6 4 2 2
split_gain=0.00187751 0.0265124 0.0317143 0.0139518 0.0754433 0.073347 0.0436122 0.00868679 0.00813045 0.00906628 0.00563552 0.00559839 0.0611399 0.00584652 0.0175295 0.00987754 0.00825497 0.00825486 0.0100617 0.00583291 0.00547008 0.00822596 0.0404067 0.0143948 0.00826257 0.00628851 0.00525856 0.00980147 0.0112548 0.00869711
threshold=23.605484525250002 16.395383075500003 25.704065249550002 22.958759589950002 285.22127102665007 194.45262321395003 190.07378137140003 26.429611911700004 16.100376182700003 14.451165964200003 93.077108934250006 45.484733152800011 16.495385412050002 24.082771358500001 23.164713644150002 21.698399695800003 11.939817493900003 66.834523482800009 10.142085217300002 22.604947139800004 14.651182102100002 12.783127173500002 22.093462376800005 63.452988794850008 30.108785229950005 121.10381237265001 16.455384477450004 269.33704784675007 217.42844949650001 197.03438354685002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 20 5 6 -5 -4 9 -2 -3 12 -12 -14 15 16 17 -15 -19 -13 21 22 23 -1 25 -25 29 -28 -29 -23
right_child=1 10 7 4 -6 -7 -8 -9 -10 -11 11 19 13 14 -16 -17 -18 18 -20 -21 -22 26 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.08326275773087817 -0.10016487396588324 0.008470186985000976 0.094496098908128601 0.050221604617295273 -0.0038669011244207036 0.092933904125849842 -0.041695756679504668 -0.012151644546157463 -0.10093462879968956 0.024715735026400513 -0.074528512984542189 0.0049955568234660575 -0.0003583315310016446 -0.10016438792993909 -0.10103211844444389 0.088505215669452492 -0.080443934744441503 -0.012263104279081879 0.10012230681922581 -0.0043491269573400874 0.0090248079891491455 2.2629350589982934e-05 0.088898915762887068 0.049038502796018291 0.10012606094529489 -0.091184309820177736 -0.0011717120570354466 -0.020149655642569573 -0.00050215669300260888 0.0090364319862493749
leaf_weight=0.028404871869240789 0.010576751911535953 0.59297888789296838 0.014285229127345644 0.10819868839538926 1.0795895445174037 0.18575795221659064 0.098713699611835182 0.016412503639200438 0.059962198332982553 0.012908898643217981 0.12168781593160805 1.6136727061079628 1.9221312151180252 0.0063028051736183357 0.023339092522292049 0.010511854493891803 0.015097897077260836 0.024863636671907746 0.011721788672730327 1.1397668641302372 0.64443479591864061 29.214397592906611 0.052901477463933588 0.0059824875788763165 0.0087333000265061855 0.0068720118209739667 9.9666380420811063 0.61587651923764386 0.55365599136348465 1.1111450980359254
leaf_count=26 47 21 12 36 41 23 12 43 36 13 28 37 41 10 22 11 279 209 4 160 37 2008 14 4 3 63 173 23 38 1159
internal_value=-4.88115e-06 -0.0017294 -0.0494296 0.000216055 0.00978531 0.0473201 0.0063697 0.037477 -0.0813997 -0.0315242 -0.000736202 -0.00185281 -0.00569509 -0.00153605 -0.0261854 -0.000683082 -0.0168513 0.0055351 0.0237446 0.00112739 -0.000117723 -0.000259472 0.0279802 -0.036483 0.025069 -0.0259246 -0.000329554 -0.00218798 -0.0108485 0.0003529
internal_weight=49.2775 5.59622 0.114146 43.6813 1.47226 0.39267 0.206912 0.0306977 0.0834478 0.0234857 5.48207 4.8891 2.13566 2.01397 0.0918371 0.068498 0.0579861 0.0428882 0.0365854 2.75344 42.209 41.5646 0.102894 0.0499927 0.0215878 0.0128545 41.4617 11.1362 1.16953 30.3255
internal_count=4633 973 151 3660 112 71 48 55 96 60 822 801 604 576 535 513 502 223 213 197 3548 3511 110 96 70 67 3401 234 61 3167
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=15 16 7 6 19 19 0 13 9 19 9 16 17 2 4 2 2 6 18 9 15 15 15 16 16 12 15 18 16 4
split_gain=0.00203493 0.00589744 0.0421638 0.0125934 0.00438128 0.00261693 0.0106757 0.0472656 0.0268671 0.00599915 0.0103033 0.0361373 0.0153842 0.00946601 0.00689598 0.0321858 0.0269856 0.00540368 0.0568541 0.0179054 0.012597 0.020132 0.00650611 0.00621389 0.0034263 0.00322115 0.0214041 0.0216455 0.0230483 0.0166788
threshold=46.674706678850008 22.584947186600004 23.727132803250004 17.880417773100003 14.651182102100002 14.551174033150001 86.780739992750014 117.69263157665002 190.64005357525002 14.451165964200003 197.20558004415003 22.564947233300003 192.19686994285004 116.68694986600001 237.11242894575003 190.3068252971 229.44804549725004 16.575387281250006 13.063922652800002 202.05151640955003 36.136500007950012 30.632308446700005 27.756828593300003 19.224955043700003 22.664946999500003 261.40539695100006 45.102215827400009 13.659439901750002 22.604947139800004 342.02920059975003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 9 7 8 -7 17 12 -12 13 -11 -13 -16 24 25 20 -20 21 22 23 -19 -17 -1 27 -27 29 -29
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 11 14 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00016305767058610388 0.0012000176055932156 -0.1007063307063352 -0.0013355061453756316 -0.00050171114995098442 0.007882560336107446 -0.012550484157969428 0.0014550630686990076 0.0023081205034548831 -0.082837946807834129 0.011784798534171156 -0.054341935845546731 -0.001382905180971753 0.019774854253805922 -0.0034833281537040893 0.096271522541316518 -0.074734895430077053 0.058279671392356951 -0.057914056171808982 -0.10193018661531572 -0.019322976290635147 -0.0021086259483518023 0.097680085220694879 -0.10035846702577456 0.059609214773776634 -0.02499344816177293 -0.084942914549544113 -0.091926455510850269 -0.092314333942863966 0.059202960190360469 -0.0021473919499642394
leaf_weight=39.335001233312923 1.0257478847650379 0.061508390463657636 0.54470353175565833 0.015754509884573054 0.71542887930445331 0.09684663603547905 1.6293914476646021 0.58235250499637914 0.12403253318916541 0.6592399330693296 0.12759246760469967 0.52153320395154878 0.72242502862354729 1.0573495287244439 0.042267822728945248 0.031057366570166778 0.036126047114521498 0.0076584545780904447 0.075746983743641971 0.040145791127962127 0.92114777080496424 0.032813173960217767 0.0072906050809073966 0.010905454273967052 0.024991385431349045 0.031004106893077643 0.028152933053206652 0.021192514089989345 0.061003668870853289 0.64169186596524241
leaf_count=2695 31 103 51 8 70 36 46 25 28 39 36 11 35 18 12 37 22 250 35 33 24 28 57 42 16 75 16 17 32 705
internal_value=-3.61443e-06 -0.00345857 -0.0111415 -0.0802738 0.000116021 -2.53109e-06 -0.00319617 -0.0126314 -0.0520197 0.000172301 0.00432753 -0.00564844 0.00753245 0.00238025 0.00382283 0.024017 -0.00911611 -0.000152604 -0.00708121 -0.0733147 0.000752894 0.0456819 -0.0203114 0.0111255 -0.0525559 3.66308e-05 -0.00631422 -0.0031214 0.000383016 -0.00503004
internal_weight=49.2321 1.64771 0.621966 0.0772629 47.5844 46.869 2.43262 0.803232 0.220879 44.4363 3.22258 0.783568 2.43901 1.71659 0.655976 0.134443 0.0921748 41.2138 1.09571 0.115893 0.979815 0.0586677 0.0258545 0.0185639 0.0560488 40.118 0.783045 0.754892 0.723888 0.662884
internal_count=4633 193 162 111 4440 4370 135 89 64 4235 226 134 92 57 98 87 75 4009 469 68 401 377 349 292 53 3540 845 829 754 722
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=14 5 7 8 4 18 6 4 8 15 0 8 16 8 18 5 13 6 5 15 2 18 17 6 3 17 18 10 3 10
split_gain=0.00190083 0.0115934 0.0171509 0.00730976 0.0196006 0.0100061 0.0111512 0.00517818 0.00350956 0.0230903 0.0100295 0.00333816 0.00944021 0.00377139 0.0142699 0.0263645 0.0110468 0.0082105 0.0275094 0.0634649 0.0642362 0.0638049 0.0373527 0.0141846 0.0188335 0.0176648 0.0154139 0.0127765 0.00878042 0.00806679
threshold=161.20841567470003 16.546942136250003 23.960918281000001 8.3434888241000014 147.36370056065002 14.295312909150001 16.575387281250006 163.62029285410003 8.8430989333000021 35.133229767950006 90.321439350550008 8.7431769115000026 22.614947116400003 8.3434888241000014 12.880535946600002 23.374630421750002 117.97223122220002 16.335381673600001 20.769304081650002 37.882159664350006 133.24279810655003 13.378437733750003 199.89028782265004 16.465384711100004 92.813640037450014 191.06791329340004 13.193283301750002 62.678712853250012 93.571785230250015 61.885617704800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -2 11 10 -10 13 -13 14 15 -9 -17 18 -15 -20 -21 -22 -23 24 -19 26 28 -24 -26 -16
right_child=7 2 -4 4 -6 -7 -8 8 9 -11 -12 12 -14 17 29 16 -18 23 19 20 21 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011199684398651013 0.0066616233459851409 -0.019539745846044621 -0.019431705007895577 -0.0080766609145719748 0.016749921319968261 0.0026717439151347812 -6.5839474354058262e-05 -0.096278870468539487 -0.085157239352684821 -0.00037685689997441813 -0.012285833700623656 0.01435408972570603 -0.00021099846759267817 -0.0022759974278988978 0.034536745060784413 0.024717056377723486 -0.10078180312296584 0.018897596918084056 -0.096763104194239613 0.094152590147826121 -0.10134159802308805 0.058682697944043231 -0.057621560283801748 -0.0022782047737988581 0.011244964049706263 -0.0034596831963892268 0.021469245142005034 0.01411156558234977 -0.0061380386917006145 0.00089927073272011611
leaf_weight=0.58831353968522293 1.2052630260335195 0.65781353755015526 0.59994796208047763 0.60820461525872793 0.66648243476855384 1.0178156271576879 0.53173390281762067 0.042769910958868007 0.049767664682447754 0.60061580972273987 0.030438838901147847 0.6222372045158403 1.5622282925119177 3.597110507542598 0.071534259053449456 0.050052071978287371 0.0081569029285688543 0.74512014759238798 0.10472051069518773 0.052422007429413497 0.080453731722172961 0.076792121115232703 0.070592231204500422 9.7551493225562336 0.56900468841195084 2.6655394453003991 0.66349492951485434 0.0383020240294627 0.59384532171165461 21.243497224289996
leaf_count=57 39 72 54 60 40 4 60 84 43 84 19 26 37 279 63 306 53 24 13 13 23 24 35 232 8 60 22 29 35 2735
internal_value=-5.05296e-06 -0.00192428 -0.00381576 -0.00112517 0.00490416 -0.00460693 -0.0108348 0.000196376 1.63888e-05 -0.00710668 -0.0575021 0.000130193 0.00393781 -7.5543e-05 0.00083449 -0.0366687 0.00713073 -0.00110062 -0.00511356 -0.0292275 -0.00702659 -0.026956 0.0052736 -2.44823e-05 0.0041736 0.00173117 0.00930718 -0.0323904 0.0023678 0.00101216
internal_weight=49.1694 4.67031 4.082 3.48205 1.27469 2.20736 1.18955 44.4991 43.2938 0.680822 0.0802065 42.613 2.18447 40.4286 21.416 0.100979 0.058209 19.0125 4.02039 0.423283 0.318562 0.26614 0.185686 14.9922 5.237 4.49188 1.82634 0.108894 1.16285 21.315
internal_count=4633 347 290 236 100 136 132 4286 4247 146 62 4101 63 4038 3241 443 359 797 416 137 124 111 88 381 149 125 65 64 43 2798
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=12 12 15 9 0 10 2 8 8 17 17 17 8 5 9 15 15 4 18 5 7 6 19 18 15 13 12 4 8 9
split_gain=0.00199524 0.0113562 0.0064096 0.00814041 0.0104538 0.00491373 0.00479248 0.0314099 0.00289123 0.0188217 0.0193632 0.00372994 0.00340136 0.00920868 0.00325132 0.0367562 0.0453938 0.0173444 0.0216932 0.0109299 0.00764364 0.0607912 0.0164019 0.0195588 0.00510056 0.00503494 0.0193078 0.0319252 0.0244525 0.0266104
threshold=91.208648993800026 94.177001085000015 28.579157549250002 200.15236065845002 96.870523356300012 75.085947125300024 72.043920985000014 8.4434108459500017 8.8430989333000021 189.31980273685002 200.68261045605001 196.58703564235003 8.7431769115000026 21.990725385850002 207.40106631805003 23.949961253350004 20.734744936600006 222.34787280370003 17.108018746400003 13.477720021600001 25.350214218950004 15.945372561050002 14.251149826300002 14.598777227650002 20.268860138950004 117.41840884735002 226.26044291545003 296.43037955425007 8.4434108459500017 196.40176798710004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 -3 12 -10 11 -11 14 -14 25 16 17 -16 -19 24 21 22 23 -17 -20 26 -8 -28 29 -29
right_child=1 6 -4 5 -6 -7 8 -9 9 10 -12 -13 13 -15 15 20 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0001928279182138369 0.022932426112191581 -0.025905497976887161 -0.010792811278440487 0.01125269827547295 -0.016249518540850875 0.00066217895061901387 0.0012340227143305975 0.069986896353193925 0.0011909270358868309 -0.10108171526598086 0.0019837732684318365 -0.052794191292323149 0.014279781785471311 -0.00011132801605819095 0.080612739104837683 -0.10200514357675983 -0.095345965463347768 -0.074192623535328461 -0.10024709990280356 0.078735493870029316 0.0010067908993513215 0.002021044979759328 -0.014634698489487697 -0.026788688073113132 0.10005443042771918 -0.00061262699503772768 0.094372837341484481 -0.01524556356956358 -0.1005828022514592 0.04831389404611449
leaf_weight=1.1052606002888716 0.21863943105010619 0.073366218246518566 0.70139510605076782 0.61546060686305315 0.59474991152650236 1.5202961406297069 12.548662597476334 0.063918034313246608 0.55983955861842005 0.035797606136839022 0.053075427935596053 0.028920252778334543 0.62072989062289652 1.5673946045706086 0.022557070777357136 0.094761681570162071 0.092889644885133293 0.035214361291878049 0.0062136524841083221 0.021630127514981723 4.7328950616409529 1.0768810449808368 0.065813821856863797 0.054428190165026535 0.0015983186895027757 22.260367013471697 0.056028262685686614 0.12070358263920533 0.018132854950636101 0.14499979436027388
leaf_count=63 37 34 92 47 43 45 1694 14 70 36 31 13 27 37 84 30 91 33 129 25 249 36 26 37 1 748 10 736 7 108
internal_value=-5.4134e-06 0.000197937 -0.00200323 -0.000396003 -0.00555954 0.00371405 8.58763e-05 0.0187409 2.79597e-05 -0.00645377 -0.0427869 -0.0795036 0.000128833 0.00397116 -7.4473e-05 -0.00218486 -0.0467001 0.0051118 -0.0212286 0.0421192 -0.00085413 -0.00767172 -0.0562195 -0.0745643 -0.0592657 0.000298076 0.00187099 0.0253895 0.0117725 0.0194401
internal_weight=49.1126 44.5755 4.53716 3.83577 1.70001 2.13576 44.3568 0.137284 44.2195 0.677633 0.117793 0.0647179 43.5419 2.18812 41.3538 6.20488 0.180103 0.0872135 0.0646565 0.0294421 6.02478 1.29188 0.215004 0.14919 0.00781197 35.1489 12.8885 0.339864 0.283836 0.265703
internal_count=4633 4343 290 198 106 92 4306 48 4258 150 80 49 4108 64 4044 741 363 272 188 155 378 129 93 67 130 3303 2555 861 851 844
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=18 10 16 9 14 15 7 9 18 0 9 7 7 18 9 7 12 3 9 17 17 3 7 7 12 15 5 16 16 7
split_gain=0.00210157 0.0244558 0.0211587 0.0379084 0.0211464 0.0334053 0.0271841 0.020593 0.018885 0.0210751 0.0186309 0.0182557 0.0999409 0.0498858 0.0287339 0.0128342 0.0259743 0.0114323 0.066036 0.0360192 0.0232756 0.0206549 0.0866333 0.038062 0.0181092 0.0516247 0.046224 0.0380308 0.0207536 0.0183774
threshold=13.956123578150001 61.950140699950005 20.719951547750004 200.77913281735002 248.60610521450002 28.579157549250002 23.225757870600003 190.07378137140003 13.602243858600003 92.168410086200012 70.238863950400017 23.822419043000004 23.695207782600004 14.085466345100002 201.16241229375001 23.445318439400001 254.38400358715003 85.589753040950015 202.38851837455002 203.65799419860002 196.81899330385002 84.643415779050017 24.040556609400003 25.412871131150002 115.07681969535001 34.761639995350009 21.869642762900003 22.544947280100004 22.634947069650003 24.314922763450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 7 -7 9 -1 -6 12 13 -3 15 16 -15 21 19 20 -19 -13 -23 -24 -20 29 27 -27 -29 -26
right_child=1 11 -4 -5 10 6 -8 -9 -10 -11 -12 17 -14 14 -16 -17 -18 18 24 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.033306620863930603 -0.091488780793527111 -0.06885761270902413 0.00020909687169368824 0.08859453637124054 0.0062361032157378891 0.07519299603252548 0.10045585629572847 -0.031388393792452979 -0.075055342633863056 0.087310852352244672 -0.093014689528164635 -5.7660852276967344e-05 -0.097332436359993821 -0.087094796078439382 0.07820488915174191 0.0069485390810662823 0.040980697324977715 0.032338057757272935 -0.050020894965985323 -0.0104219244701911 0.093317218979755645 0.0035710975528487968 -0.09173168104613616 0.035350447776744023 0.090287031065531681 -0.10192952085242335 0.0011866612945683904 -0.060083636809762968 0.049760906326881661 0.024070420021929322
leaf_weight=0.037017009318503213 0.029708437344200145 0.09613600639510167 29.685629201952828 0.073010550891929427 0.043469075635471199 0.03099243246504102 0.067387617658823729 0.043675132212229073 0.039287043343470218 0.023799630822168183 0.033480406205118662 15.46280911393286 0.12556348136149609 0.042265209520358837 0.053774305158235336 0.5766720751425396 0.025321566529967754 0.11266046368768812 0.073033949360251316 0.080888427854688416 0.14085447533287265 0.53654748820872633 0.16919052294645098 0.027382277297014923 0.073644883348606416 0.085232844281563191 1.1061490449465052 0.032566978319664486 0.036452988832024857 0.097274215135257691
leaf_count=430 22 33 980 45 150 39 6 16 46 13 122 1889 44 126 15 47 70 25 11 39 24 15 183 45 15 27 74 25 16 41
internal_value=-6.03591e-06 -0.000829846 0.000513927 0.0235913 0.00871886 0.02323 0.0544085 0.0128506 -0.0210147 0.0138951 -0.0369475 -0.000687751 -0.0144303 -0.00132294 0.00797821 0.00211661 -0.039111 1.30927e-05 0.00748538 0.04768 0.0662185 -0.000835253 -0.017236 -0.0740293 -0.00144949 0.0010289 -0.00596471 -0.0572473 -0.00206909 0.0526015
internal_weight=49.0619 18.9841 30.0777 0.392119 0.319108 0.242159 0.142055 0.0746676 0.100104 0.0608166 0.0769495 18.9544 0.919733 0.794169 0.698033 0.644259 0.0675868 18.0347 1.83876 0.334403 0.253515 16.1959 0.73312 0.196573 1.50435 1.43132 1.2604 0.154253 0.06902 0.170919
internal_count=4633 2786 1847 867 822 550 61 55 489 443 272 2764 335 291 258 243 196 2429 297 88 49 2132 243 228 209 198 142 68 41 56
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=16 16 18 10 8 10 10 10 18 10 19 4 4 6 16 16 12 8 3 3 12 7 12 6 10 4 3 18 0 2
split_gain=0.00186158 0.0462359 0.0330355 0.0241154 0.0366546 0.0365182 0.0334905 0.0281336 0.0536958 0.01252 0.0114375 0.0255157 0.0553211 0.0190377 0.0157301 0.0139031 0.0237596 0.0129202 0.0425826 0.023352 0.0116635 0.0121265 0.00928659 0.00836467 0.0243648 0.0180976 0.0550403 0.0254776 0.0139503 0.00887308
threshold=18.634956423400002 18.369957043050004 14.032563378150002 71.053259929650025 8.1436447804000007 71.504920895500007 71.658163008950012 74.757955233350017 13.921859755900002 71.397382570300024 12.651020723000002 199.85350004790004 274.52314445175006 13.665319288000001 17.684958644900004 15.404963976500001 82.088033630950022 8.3434888241000014 82.605564516150011 81.549000470900012 249.73381652755003 26.366329164100005 108.01934997995001 12.410289964450003 78.537927364800012 170.02009443710003 82.234557294150008 16.435318745950003 98.752444047600008 152.68195387130001
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -5 -7 8 -8 -3 15 -12 -13 14 20 16 -9 18 19 -17 -14 -22 -1 24 -18 -25 27 29 -29 -27
right_child=-2 2 -4 5 -6 6 7 10 -10 -11 11 12 13 -15 -16 17 23 -19 -20 -21 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.10097560968238389 0.00030599672315582478 0.049964810086960777 -0.094438022130611893 -0.092815943637565623 0.088822214574318048 0.076689871297041093 0.076842703110909447 -0.10193039000019598 -0.097845401498409146 -0.10010434358493658 -0.0038877053739599823 -0.097834246351194365 -0.10042780410709273 0.0890754581630228 0.069453137508714305 0.025003947054601502 0.068769116525509794 0.0020529862532415732 0.0057706728332550623 0.10064626183575601 0.076995147054174221 -0.10006863743487032 0.0018629187961353461 0.00068367753569823148 0.0011757391364947381 -0.10249409830160257 -0.00076218525213736618 0.036292504546790193 -0.054658770241162148 -0.051676963710165613
leaf_weight=0.010709739497381826 38.959175642201899 0.028090518818687182 0.088712615399622052 0.043164484733494102 0.073866890310796407 0.055695158574961989 0.023287961182176242 0.023299495435343931 0.071991438485994763 0.0069310145336203268 1.6597001686350372 0.09064203248922087 0.021220985213687982 0.024962220224551857 0.015087736186615075 0.07870123750433311 0.054115565364633134 1.0546000484027898 0.52395082923840164 0.084775214665569365 0.010454745200831894 0.0061392424750010824 0.048758647824284213 1.5114119194868183 3.6636399851204189 0.094500784714909858 0.51743699795770226 0.033196660224348307 0.034277249205388216 0.053990985609289055
leaf_count=45 1726 81 140 38 36 11 35 35 111 23 65 129 39 19 29 42 50 12 32 10 30 55 536 10 1180 24 10 8 38 34
internal_value=-6.49992e-06 -0.00122307 -0.0619726 -0.000462538 0.0417776 -0.00104017 -0.000632076 -0.00107828 -0.0551486 0.020265 -0.000539167 -0.00765201 -0.0447284 0.0170918 -0.0168738 0.00114354 -0.00114464 0.00900605 0.0196729 0.0642304 -0.0513172 0.0114872 -0.0166574 -0.000750805 0.00215963 -0.00557092 -0.0184605 -0.0608644 -0.00991142 -0.0840172
internal_weight=48.9665 10.0073 0.123734 9.88358 0.133335 9.75024 9.70708 9.65138 0.0952794 0.0350215 9.5561 1.82821 0.168507 0.0778649 0.0529027 7.7279 5.98587 1.74203 0.687427 0.163476 0.037815 0.016594 0.0594684 5.96257 3.71776 2.24481 0.733403 0.215966 0.0674739 0.148492
internal_count=4633 2907 244 2663 617 2046 2008 1997 146 104 1851 366 301 172 153 1485 1389 96 84 52 124 85 581 1354 1230 124 114 104 46 58
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=2 0 16 16 19 12 17 9 10 16 6 3 17 14 17 9 7 7 12 18 15 4 18 3 7 16 2 7 9 7
split_gain=0.00174754 0.00696492 0.0696744 0.0106373 0.010746 0.00341477 0.00836193 0.0086355 0.0533348 0.0374426 0.0156041 0.00517461 0.00391322 0.0217691 0.0119614 0.0271295 0.017676 0.0221007 0.0268425 0.0140804 0.00667899 0.00561455 0.00579183 0.0618543 0.0416321 0.0526366 0.0133105 0.00897427 0.00848743 0.0446459
threshold=67.992056490600007 94.047642319350018 19.794953710800005 18.734956189500004 12.651020723000002 106.27865197405002 199.59317753375004 193.49750438550004 70.128430332750014 20.629951758200004 14.325334709150001 93.883646373400012 188.27285108100003 178.81552749445004 189.31980273685002 201.65416293750005 22.773029501100002 22.580797808900005 174.01334043920002 13.453871405300001 40.042228346200012 180.98021180325003 13.055593598800002 93.609423644100005 22.747724408400003 20.719951547750004 130.18547167755003 22.276766275150006 202.16842692300003 24.453757170650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 -9 -10 -2 21 -14 15 -15 17 18 -16 -20 -19 -7 23 26 25 27 -23 -24 -26 -30
right_child=5 3 -4 -5 -6 12 -8 8 10 -11 -12 -13 13 14 16 -17 -18 20 19 -21 -22 22 24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.073109278425368074 0.0023574550063521311 0.00078906543249328905 0.002939814233059208 0.012057728599333239 -0.014519847945113948 -0.011266479326123138 -0.0087917337229180739 0.0099851189880511386 0.015691337095344763 0.095633839297726647 -0.0043752471506319805 -0.0081106968150465759 0.03835318760921673 0.021681911173041014 0.093903816883067384 -0.0075703600543523949 -8.8261595140391003e-05 -0.077684889691948047 -0.10032255042534402 0.046469096280277691 -0.030221378465798407 0.1002328840965582 -0.0051794361633038721 -0.0011774995439641257 -0.0008774071772917147 -0.10171224676054583 0.037094158342053693 0.082453962687756718 0.094040228993908528 -0.050138760175867748
leaf_weight=0.14525360739416981 3.1288290885507797 2.0648642633641758 0.70612031688506249 0.60757834003743472 0.58939788398492954 0.62854331757491433 0.60594108502033339 0.092809243028454946 0.62027026607974622 0.11341661238111556 1.0327058743370185 0.55614842083361926 0.14977491475292382 0.76176023321788366 0.026106713774880497 0.54307435462396825 29.447297538004584 0.065177481401065052 0.017922434900825013 0.010284024316847606 0.054387200015867165 0.065962625150859266 0.038945689188929822 3.2085082669984315 3.280284101368883 0.093549656500385936 0.067613192306595238 0.016695362509238976 0.025970388930346533 0.12413689434167452
leaf_count=32 91 54 74 40 53 74 45 28 90 19 18 89 38 67 23 17 2176 24 39 41 16 11 249 513 507 17 30 34 10 114
internal_value=-7.88686e-06 -0.00198049 -0.010035 0.000121821 -0.00261039 0.00017332 0.00236186 0.00358088 0.00913709 0.0570888 0.00315463 0.000777569 -0.000175146 0.000320985 0.000136794 0.00950707 -0.000275973 -0.0320661 0.0208308 -0.0468026 -0.0560948 -0.00221716 -0.00139541 0.0015983 -0.00419049 -0.0559034 0.0682734 0.0211154 -0.00194146 -0.025194
internal_weight=48.8893 4.11321 0.851374 3.26184 2.65426 44.7761 6.15012 5.54418 1.8592 0.206226 1.65298 3.68498 38.626 31.0758 30.926 1.30483 29.6212 0.173878 0.0543132 0.0282065 0.119565 7.55021 6.92167 3.34208 3.57958 0.149191 0.133576 0.0556411 3.43039 0.150107
internal_count=4633 253 106 147 107 4380 380 335 155 47 108 180 4000 2441 2403 84 2319 143 103 80 40 1559 1485 554 931 300 41 283 631 124
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=5 3 6 18 18 15 15 10 8 15 17 2 10 10 15 6 4 0 5 15 16 7 10 5 19 16 10 2 2 16
split_gain=0.00173182 0.0427711 0.0254294 0.0224422 0.0270227 0.0192129 0.0240023 0.0269449 0.0201641 0.0122923 0.0115155 0.00919645 0.00901646 0.00366646 0.00485053 0.0329566 0.0249244 0.0159236 0.0392101 0.0113373 0.0653737 0.033734 0.102088 0.0104671 0.00964081 0.00675722 0.00511489 0.00637117 0.00561365 0.00495187
threshold=16.043149448600001 81.355431485500006 12.325287978400002 15.771515858900001 15.957401718700002 23.949961253350004 21.761438576950002 76.871083323950003 2.1483234697000007 13.699258176050002 162.43086425485004 201.25557642380002 75.629015667650023 75.424692849750016 26.806761490850004 13.955326063950002 301.3713391001001 96.631250582750013 17.886193876600004 28.444110612900001 18.834955955700003 24.872345000050004 71.053259929650025 18.595543819400003 12.951044929850001 11.864972254500001 55.782817748650011 112.39935172340002 319.32263744460005 18.764956119400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -5 6 7 -3 -7 -6 -1 -11 13 14 15 16 -2 18 24 20 21 22 -16 -20 -17 -18 -25 -28 -29 -21
right_child=12 5 3 4 9 8 -8 -9 -10 11 -12 -13 -14 -15 19 17 25 -19 23 29 -22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.10025569189115967 -0.093069575346734115 -0.074253160494297976 -0.096692068154866889 0.068400523113073694 0.030400518133419048 0.065685947233859648 0.088287256188981977 0.056031457611051043 -0.1005355281529275 -0.10031990123621425 0.0013140506441117732 -0.00023111061865019913 -0.012186885377701101 0.0074460137359755518 0.099342214277431284 -0.035111574056247527 -0.046278657400413405 -0.00089072364729622395 0.10013652028140602 -0.0082152990572857045 -0.00049830351160923476 0.09283759758099952 -0.10087490258290494 -0.10004494767624283 -0.10081204952077286 0.069625984169763205 -0.10015382255710237 0.045172978151571383 -0.10011153998581215 3.9745441315374726e-05
leaf_weight=0.011188543027789488 0.06810310603646641 0.023485069790694868 0.04905871111259319 0.028257121208298486 0.014708683784647292 0.012878366091676696 0.10740182935159659 0.04898282922817998 0.016842437978993985 0.035169473695106035 4.7655165817210374 0.012422822997905314 0.6196762984949008 0.64480587442812876 0.061127998341027445 0.037579670228296724 0.0077336523633491075 4.1446648767814622 0.015997267328202724 0.74166656957598931 1.1791140355544483 0.12515322232502513 0.043653146029100753 0.0041921835035133017 0.055055097368892802 0.014387888626458789 0.0041324604297776615 0.028934906374441516 0.0029287348891084966 35.909605209257492
leaf_count=163 95 25 31 7 19 69 79 34 26 71 1294 6 93 23 39 13 45 32 4 321 57 17 16 166 39 34 153 196 26 1440
internal_value=-6.30892e-06 0.00173263 -0.000153425 -0.0422206 -0.0127113 0.0459735 0.0582808 0.0138094 -0.0285099 -0.0495003 0.00107614 -0.0741941 -0.000210243 -3.80028e-05 -0.000151699 -0.00330164 -0.0631142 -0.00204471 -0.0341835 0.000211104 0.0090135 0.0577904 0.0159292 0.0317252 -0.074159 0.0291059 0.00449353 0.0166683 0.0318192 -0.000127302
internal_weight=48.8344 5.12591 4.91632 0.139617 0.0905581 0.209591 0.17987 0.0724679 0.0297208 0.062301 4.77671 0.0475923 43.7085 43.0888 42.444 4.38371 0.0902246 4.29349 0.14882 38.0603 1.40905 0.229934 0.104781 0.0561856 0.0926348 0.0221215 0.0401883 0.0359961 0.0318636 36.6513
internal_count=4633 1824 1591 134 103 233 138 59 95 96 1457 77 2809 2716 2693 803 174 629 597 1890 129 72 55 545 52 79 541 375 222 1761
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=10 10 7 7 15 7 2 4 18 19 18 10 2 15 15 6 19 5 6 12 14 18 7 9 7 7 18 10 19 7
split_gain=0.00168802 0.0142011 0.0115743 0.0148046 0.00916214 0.00543679 0.00492849 0.00385113 0.00442402 0.00410447 0.00408408 0.0031633 0.00392195 0.00207903 0.00387151 0.00193908 0.0198593 0.0181701 0.00279464 0.007281 0.0040354 0.00301695 0.0711481 0.00870869 0.0133772 0.00607949 0.0160082 0.0405184 0.00939017 0.00721789
threshold=60.87206898960001 58.309968391300011 21.698399695800003 20.797746106000002 34.969820938750011 19.250086031950001 305.67240907785003 327.2007166575001 11.890615410500002 13.451085274650001 11.634276750250001 55.613444886450004 105.39281967610002 37.408632939650005 35.645792850250011 16.625388449550005 14.451165964200003 21.612734424500001 16.575387281250006 96.720516239650024 144.12207640715005 12.854871756700001 22.343045670750005 185.62570708695003 21.946499523750003 22.375171215700004 12.964611930900002 64.730006406800015 14.051133688400002 22.812602664350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1 12 -11 14 -3 18 -17 -18 20 -20 -2 22 23 24 -22 26 -23 -28 -29 -27
right_child=15 13 -4 -5 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 16 17 -19 19 -21 21 25 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.10012023225234962 -0.022922781213627227 -0.10006042329172034 0.10005885041236987 -0.10049514124257078 0.10010376566638152 -0.1001402602834086 -0.10008374167780075 0.089877072735006225 -0.10010336318930196 0.10006051280204416 0.01698665046131342 0.099566054048149819 -0.10005085095412057 -0.10028703768618424 0.050337987482394167 -0.00060489966776775428 0.088188614173119462 0.010247280195988792 0.0036880225166672238 -0.012307062916144447 0.073339292305471329 -0.0031946671126397426 -0.067360425839596796 0.10028010691316147 -0.10084965364238928 0.0039035651274616462 -0.10119034303713292 -0.0027196443692841243 0.099514470548696721 -0.00020968771519262839
leaf_weight=0.0042016289682559752 0.07636644621378863 0.0039705557275517825 0.011511912849641703 0.013900778530171465 0.010283951181918383 0.0052503887749334446 0.0038093097348329127 0.0063996211669632421 0.0035675535985291154 0.0017768337856978178 0.0102260736991866 0.0077764833117726084 0.0021822713546839623 0.016585525592745398 0.0030083625460974872 0.98092004715626646 0.050318736437475309 0.073747124188230373 0.52676387836439065 0.61901963826458939 0.016231217223832028 1.0720493352317026 0.05918249223631733 0.054231616837114416 0.0060529948923431212 4.7719797061755846 0.058253978277452489 0.047089087226307336 0.01110252324360772 40.249699833790999
leaf_count=90 22 60 7 18 4 76 46 9 35 1 19 10 51 42 5 144 17 31 10 34 85 33 8 10 14 260 113 234 6 3139
internal_value=-5.66713e-06 -0.0127046 0.00719728 -0.00821195 0.0149125 -0.00447453 0.00810146 0.0195076 0.00436049 0.0186049 -0.0171172 0.0625215 -0.0102415 -0.0810193 -0.035229 2.15845e-05 0.00416285 0.0418588 -7.46154e-05 -0.00495346 4.58032e-05 8.36497e-05 0.0149725 0.0786543 0.0260249 3.9928e-05 -0.00701962 -0.0422338 0.0167859 0.000226288
internal_weight=48.7775 0.104451 0.0808868 0.0693749 0.0554741 0.0451902 0.0399398 0.0361305 0.0297308 0.0261633 0.0144277 0.0117356 0.00395911 0.0235644 0.00697892 48.673 1.10499 0.124066 47.568 1.14578 46.4222 46.3459 0.135698 0.0765158 0.0222842 46.2102 1.18849 0.116446 0.0581916 45.0217
internal_count=4633 473 366 359 341 337 261 215 206 171 109 62 52 107 65 4160 192 48 3968 44 3924 3902 117 109 99 3785 386 353 240 3399
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=17 15 9 5 5 17 17 9 3 15 7 18 3 4 2 16 9 17 15 10 16 5 19 2 9 15 15 12 10 5
split_gain=0.00154474 0.0118053 0.0167379 0.0155555 0.0136421 0.00593688 0.00510887 0.00648247 0.00478964 0.00450198 0.00504299 0.0031385 0.00664137 0.00410163 0.00364995 0.00283985 0.00413058 0.00232158 0.00548688 0.0187626 0.0170716 0.0151256 0.0109004 0.0080917 0.00624844 0.0108692 0.0055053 0.00418635 0.00286671 0.00237253
threshold=174.72950843050003 26.912781836550003 193.24048816455004 21.363989181350004 13.252098438300001 169.38704859920003 167.73286393055002 210.85023439230002 103.28787291370001 24.673905035600004 18.591804718950005 14.804191144800003 84.522435163150007 254.21219862280003 35.561888367500011 11.949972055800002 52.003051165950005 179.88087463185005 20.538897842700003 76.621056717750008 14.464966174600002 14.050239455300002 12.250988447150002 150.09415187510004 206.50942114985003 11.870705757150002 19.198394745150004 320.44300889460004 90.937096262400004 7.754880527600001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 11 8 -8 -5 10 -7 12 -1 14 -14 16 -12 -2 19 27 21 24 -22 -24 26 -26 28 -19 -21 -30
right_child=17 3 4 6 -6 9 7 -9 -10 -11 15 -13 13 -15 -16 -17 -18 18 -20 20 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10027479404965929 -0.0046543743788491675 0.075547616569831666 0.075596986616833617 0.097030333760725646 -0.10050323374068507 -0.1002526453620592 -0.1002795695353732 0.0059384572844100106 -0.0057195559933743553 0.096245832923631633 0.077214783655910266 0.0024665471382991971 0.10003684542892353 0.021427555572225272 -0.10004389033374449 0.063310958284940669 -0.10007822950144039 -0.10030419906063359 -6.0378349612578129e-05 0.020360500692286412 0.075609806954434103 -0.08323436756393697 0.064191698565418134 -0.054303241733539447 -0.10026999521906158 0.085787967748066837 -0.10035784150832522 0.0035554518270353519 -0.10002019219599455 0.01243906018526637
leaf_weight=0.0093175072622539573 1.0912563669440434 0.050187719432869815 0.0052817640398549184 0.0071223787737153535 0.026322498227607127 0.0030892764129645247 0.0096972177635610279 0.014100327960363757 0.012496555747233629 0.011177145549311263 0.0023171751693098477 1.0289726316206715 0.0010824650526046744 0.019446421058711291 0.0057812160492042852 0.01290034692873876 0.0030356547918479748 0.015412178574651103 46.2295420967545 0.032767111083899181 0.071102246604581865 0.019300882899187854 0.010165413788058686 0.013306495900337723 0.003700841441997226 0.020711141438439995 0.0053546410838407601 0.0051871830720363046 0.0040558402597099521 0.0034903260891354648
leaf_count=18 269 14 95 17 50 16 46 19 37 13 19 170 1 92 292 64 41 76 2417 268 32 49 16 30 48 101 33 20 219 51
internal_value=-4.93756e-06 0.00350516 0.000675084 0.0376316 -0.071073 0.0027419 -0.0061978 -0.0373441 0.0315823 0.0448313 0.0179053 0.00145623 -0.0277232 -0.00202963 -0.0684893 0.037903 -0.0233302 -9.52156e-05 1.19301e-05 0.0163537 0.0264885 -0.00484767 0.0561039 -0.00298445 0.016741 0.0575817 -0.00509055 -0.074151 0.0075634 -0.0480044
internal_weight=48.7477 1.22233 1.12872 0.0936042 0.0316043 1.09712 0.0434165 0.0237975 0.0196189 0.0325196 0.0213425 1.0646 0.0356276 0.0263101 0.00686368 0.0182532 0.00535283 47.5254 46.4341 0.204554 0.183955 0.0893808 0.0945742 0.0234719 0.0700799 0.024412 0.0456679 0.0205994 0.0403133 0.00754617
internal_count=4633 1004 871 133 145 726 119 65 54 153 140 573 403 385 293 124 60 3629 3360 943 847 769 78 46 720 149 571 96 538 270
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=5 6 5 15 10 6 6 12 6 6 8 13 13 6 16 5 10 17 2 12 3 16 15 13 12 2 8 14 8 5
split_gain=0.00151255 0.0218601 0.0265238 0.0118812 0.0119321 0.0104379 0.0113033 0.00748524 0.0580997 0.0315182 0.0204918 0.0129081 0.0238053 0.010301 0.00914701 0.00725648 0.00681874 0.00630143 0.00917864 0.00509486 0.0530577 0.0505795 0.0241271 0.0257074 0.00695669 0.00859965 0.053416 0.0125798 0.0655734 0.0348823
threshold=23.605484525250002 16.395383075500003 25.704065249550002 42.968808980200009 62.084563606450011 15.885371159150003 15.205355270700002 247.98708896700003 16.265380038000004 15.945372561050002 8.4434108459500017 116.67639440335002 108.79383516485002 11.865277230300002 22.604947139800004 26.429611911700004 75.085947125300024 197.38773738110004 260.77742537720002 226.26044291545003 93.017962855400015 19.224955043700003 30.108785229950005 103.39541123890002 218.12027148180002 189.32640726775003 8.3434888241000014 273.45586700690006 8.4434108459500017 15.023351587500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 -5 6 -2 19 9 10 11 12 13 16 -12 -4 -9 18 -15 24 21 22 23 -21 25 27 -27 -1 29 -29
right_child=1 -3 15 4 -6 -7 -8 8 -10 -11 14 -13 -14 17 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=5.8440670786412455e-05 -0.10014222728798093 -0.00071296498127090032 0.093364930918627437 0.018987292980089367 -0.00077421190431501232 -0.099680761003260232 0.069809302702137907 -0.10012852743622813 -0.095160789808912807 0.085347032838865966 -0.10039166486692858 0.10020140339995121 -0.076055035071722607 -0.064099888939395944 -0.017905289390245438 -0.011231251151565121 0.0041245918214686261 0.07390759532092904 0.072913637280529103 -0.045968190204366731 -0.003150068472804662 0.083222606777818453 -0.10110610116384909 0.089087540417195965 -0.010466994347326179 -0.0018310105630479079 0.074447788655351413 0.010907893821440525 0.0018241449774641161 -0.10191881371711056
leaf_weight=38.312466245103089 0.0071931839346345275 5.4302909103058772 0.012320709389776141 0.66321425155911018 0.56656453487148895 0.056496700452807858 0.0085827823490660649 0.0069992217919424551 0.07124161680258112 0.042567399534163997 0.029003836588799459 0.014066594652831554 0.032503866666957038 0.0097889728672271303 0.025058390034246258 0.01436728482269789 0.060526662676529952 0.038937780599326288 0.0097684587946602619 0.028787320902678881 1.0818050521033908 0.15265568042741506 0.023141106876096273 0.027612925958237611 0.64536395235938826 0.52354716137796131 0.11132549341800768 0.03667955680382462 0.57830274623120204 0.10833440443366271
leaf_count=2019 36 822 12 28 41 51 9 68 56 18 31 10 38 24 11 43 566 36 21 111 23 22 48 21 74 111 19 197 15 52
internal_value=-4.49174e-06 -0.00156178 -0.0481389 0.000194827 0.00988308 -0.0795988 -0.00768152 -8.90487e-05 -0.0148563 0.00639398 -0.00843403 0.00839447 0.000248054 0.0199285 -0.0621584 0.0370563 -0.0066815 0.0506465 0.00433502 3.17222e-05 0.00615951 0.0495328 -0.0151247 0.0201536 -0.000167998 -4.53397e-07 0.0115445 -0.00018822 -0.0132533 -0.0733806
internal_weight=48.7295 5.52925 0.0989607 43.2003 1.22978 0.0722727 0.015776 41.9705 0.340463 0.269221 0.226654 0.172592 0.158525 0.126021 0.0540622 0.026688 0.0675259 0.0584952 0.0195574 41.63 1.314 0.232197 0.0795414 0.0564002 40.316 39.6707 0.634873 39.0358 0.723317 0.145014
internal_count=4633 973 151 3660 69 96 45 3591 879 823 805 763 753 715 42 55 634 81 45 2712 225 202 180 132 2487 2413 130 2283 264 249
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=0 15 7 13 13 7 6 9 6 8 17 3 9 9 17 17 7 8 8 3 7 13 5 5 18 16 3 18 2 13
split_gain=0.00143759 0.00795189 0.0278524 0.0199077 0.0108155 0.00809157 0.00768141 0.00676526 0.00586581 0.0209268 0.00661462 0.0228096 0.0137848 0.0558478 0.0215642 0.00831003 0.0085083 0.00607964 0.0120971 0.00559418 0.0056645 0.00488281 0.00769795 0.0736795 0.053818 0.0227398 0.0543119 0.0124851 0.0478758 0.011496
threshold=86.09518316945001 34.761639995350009 22.343045670750005 117.60660091645001 117.60122400020002 21.442433661550002 16.890394641350003 187.55294863440002 16.405383309150004 7.943800736700001 187.14705358135004 93.82450029455002 189.68479361675003 180.48474949425002 190.03457182425004 189.19102531915004 23.276000438150003 8.4434108459500017 8.2435668022500028 93.883646373400012 19.506002767000002 117.55283175385001 20.911722254300006 21.191508333600002 13.876389391100002 22.534947303500005 92.90235915575002 13.304953393500002 161.07012613040004 117.49368567500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 -5 -8 9 -3 11 -10 13 -12 -15 -14 -17 18 -11 -1 -21 22 -2 24 25 26 -24 28 -25 -29
right_child=21 8 -4 6 -6 -7 7 -9 10 17 12 -13 15 14 -16 16 -18 -19 -20 20 -22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=0.079374710191185388 0.00052465877180048746 -0.00010161056715304478 0.092204711571361175 -0.10109070977315177 0.1002587045543944 -0.10060107305716304 0.052259094366349873 -0.10010616432001412 -0.02142159047088063 -0.021461237561251036 -0.0027410415906485037 -0.00019893423463864264 0.0032254415372480333 0.086568459180099172 0.015863308579912135 -0.01431887469092737 -0.0010349108832586088 -0.02379743692526326 -0.10117955219077662 0.014657034501345144 -0.10009013800344069 0.0025797388403041859 -0.10470764027802126 0.052343279714120672 0.027934799225938015 -0.10270325535387262 0.10001270990433819 -0.00057188162904553213 -0.0050086264762005551 -0.012049756690114983
leaf_weight=0.011711027680574373 25.021481603760694 0.49966492503881532 0.04083983007531522 0.022725569789201927 0.015131115447729826 0.0064068196489568399 0.007946728789164581 0.0046016229061933709 0.63259527175733721 0.0377801212181339 0.50843125965911884 2.5392053693877301 2.6782938813488499 0.11992303325860121 0.067366123566216629 0.68373777133845726 1.6354058693978002 0.096093040383038897 0.03836638661876357 0.036232929020994051 0.0048816916031670368 7.3928677182193487 0.034068429479247153 0.2030081544234007 0.058575643786298315 0.14035759191028774 0.020914614200592041 4.5157219518774809 0.51428421673699631 1.0816364119054922
leaf_count=10 2809 2 17 20 2 14 83 13 22 22 11 108 35 33 32 64 94 27 24 228 324 176 8 39 44 13 56 243 25 35
internal_value=-4.67183e-06 -0.00109491 0.0217138 -0.00454402 0.024804 0.0055288 -0.0664147 -0.00361497 -0.00145479 -0.0104632 -0.000772021 -0.00443166 0.00126685 0.0144549 0.0611365 -0.000569127 -0.00495133 -0.0405219 -0.0616273 0.0184005 0.00103268 0.000266254 -0.000275159 -0.00332189 -0.0561381 -0.0813486 -0.0268355 -0.00119811 0.0112231 -0.00278987
internal_weight=48.6703 9.68734 0.150477 0.109638 0.0743636 0.0592325 0.0352739 0.0125484 9.53686 0.671904 8.86496 3.1718 5.69316 0.69572 0.187289 4.99744 2.31914 0.17224 0.0761465 0.0528256 0.0411146 38.9829 31.59 6.56857 0.253916 0.195341 0.054983 6.31465 0.717292 5.59736
internal_count=4633 1185 711 694 578 576 116 96 474 75 399 130 269 76 65 193 158 73 46 562 552 3448 3272 463 121 77 64 342 64 278
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=15 16 9 7 19 15 18 17 19 17 16 10 19 2 18 2 9 6 0 18 8 10 17 2 9 14 15 3 0 18
split_gain=0.00146426 0.00436688 0.0275443 0.0168869 0.00328467 0.00206637 0.0137365 0.0941462 0.0180949 0.0358709 0.0112168 0.0109368 0.0190521 0.00978704 0.0663962 0.012871 0.00684337 0.00797686 0.00754466 0.00541967 0.0497964 0.0233663 0.0110157 0.00449947 0.0041084 0.00379797 0.0556158 0.0553081 0.0328219 0.0120827
threshold=46.674706678850008 22.584947186600004 206.57490536735003 23.623818563000004 14.651182102100002 41.54912092575001 13.531614672700002 195.81403325600004 14.351157895250003 199.05253715360001 22.674946976100003 61.821094709650005 13.851117550450002 73.064159960350011 13.679220276500002 110.58799860680001 197.89372115420002 16.495385412050002 86.692020874450009 12.880535946600002 8.3434888241000014 65.036490633650018 182.58542700155002 305.67240907785003 192.39832633775004 274.15552132740009 39.558912554250007 92.238309997550019 86.474255765850003 15.502113896900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 10 16 -8 -9 -10 11 12 23 -12 15 -15 17 18 -7 20 21 -13 -22 -1 -19 -21 28 -28 -27 -30
right_child=1 2 -4 -5 -6 6 7 8 9 -11 13 19 -14 14 -16 -17 -18 24 -20 25 22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.019688726549262812 0.0010448690775067225 -0.10064070716990128 -0.00093044835604333431 -0.012445092725157989 0.0069030842783355962 -0.015594451649388805 0.099490354884643958 -0.0079687479047565405 -0.020959880171766688 0.075674539948760916 0.00028516271207895195 -0.094862526942670986 -0.10208391808257661 -0.03982277830458069 -0.00055953157933623593 -0.098189358509415528 0.0067843882847142718 0.0045778762867874521 0.0001559972598286387 0.00030017496782972007 0.030100467169888769 0.083005700998483062 0.1002370395589284 -0.10007676645531777 -0.002211611559050892 0.075294406671270103 0.024673946566016666 -0.10177857735732193 -0.0038172018900775118 0.020103630160760694
leaf_weight=0.031733024982737335 1.023961718762435 0.048827441096967905 0.52281321280315751 0.039090381304049515 0.6986928340884323 0.69021193777734768 0.11074342423364658 0.55951662447691319 0.071852473738545086 0.082539539092977066 0.54370493801979936 0.039542384843037293 0.028542397326923208 0.063212557004590053 0.52183514075295534 0.093913480270202854 1.1794100529162959 1.5381781023788792 0.54369149054400623 35.107009226533926 0.046282919958628099 0.0090820519760654861 0.04338531696703285 0.0034809828884088114 2.1190878633206012 0.056515317473166848 0.051010401427873719 0.10744156641158042 2.4124652110823281 0.23141633331258393
leaf_count=281 31 100 23 39 70 50 24 39 27 38 28 115 72 27 37 22 36 33 10 1889 36 14 8 57 21 33 32 27 470 944
internal_value=-4.61562e-06 -0.00294677 -0.00963921 -0.0614268 9.77482e-05 -4.97964e-06 0.00159201 0.013702 0.000394274 0.0307019 -0.000284529 1.74957e-05 -0.0413653 -0.00971283 -0.0177191 -0.0747082 -5.30586e-05 -0.00170178 -0.00865437 8.6738e-05 0.0198472 -0.0616404 0.0640355 0.00784964 0.000643921 1.47594e-05 -0.00349018 -0.0610697 -0.000111565 -0.00172344
internal_weight=48.6192 1.63469 0.610731 0.0879178 46.9845 46.2858 6.89523 0.824652 0.713909 0.154392 39.3906 38.1679 0.0637564 1.22267 0.678961 0.157126 6.07058 4.89117 1.2339 38.1042 0.138293 0.0486244 0.0896682 0.035214 3.65727 37.9659 2.85885 0.158452 2.7004 2.64388
internal_count=4633 193 162 139 4440 4370 278 128 104 65 4092 3978 410 114 86 49 150 114 60 3568 173 129 44 338 54 3395 1506 59 1447 1414
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=18 16 17 3 16 15 0 19 17 13 2 2 7 4 15 10 7 7 0 0 18 3 18 7 16 16 3 15 2 2
split_gain=0.00163502 0.0262741 0.0343731 0.0284989 0.0233224 0.029846 0.0167327 0.0145869 0.0301518 0.0308948 0.0197915 0.0259292 0.0116627 0.00825584 0.00814949 0.00751276 0.00648457 0.0822125 0.024433 0.0630943 0.0302074 0.0114585 0.0726983 0.0390642 0.0499879 0.0429166 0.0164339 0.0916716 0.00758758 0.00642595
threshold=13.956123578150001 20.674951653000004 194.75204781875001 87.399085362750014 18.554956610400005 28.983869461100003 90.189704902150012 14.351157895250003 203.37411447725003 115.13321943645001 258.06114663960005 222.85070906495002 22.502236473750006 195.04069921150003 22.504462263300002 62.009286778800011 23.822419043000004 23.695207782600004 91.109157582800023 93.308316333500017 14.152310743200003 85.589753040950015 14.380989918050002 24.414825394400005 18.764956119400004 20.564951910200005 84.812788641250009 28.579157549250002 130.18547167755003 199.01127796720002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 12 16 -9 -10 11 -11 13 -5 -1 -12 17 18 -2 -20 -21 26 -23 -24 28 -26 29 -28 -25 -18
right_child=7 -3 -4 6 -6 -7 -8 8 9 10 15 -13 -14 -15 -16 -17 21 -19 19 20 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.012598937071650962 0.087071796420115921 0.00014784724133600191 0.085809575822539133 -0.10043950759263587 0.079847354497500272 0.092037699632618736 -0.079664576420349839 -0.10131466028050717 -0.067062635573627558 0.029977795177670005 0.0080280078239908965 -0.067968665779151005 0.099608810485202329 0.0018801460620892557 -0.086796755340711587 0.08750216608294091 -0.0003834750161853316 -0.095897031488357709 -0.10436698978921813 0.086354209920718156 0.0013305398859642728 -0.002677534061165404 0.082331160291510885 0.10012136773996105 -0.10072767429145708 0.051000763698910559 0.00018966137912843526 -0.10066159871598875 0.035200418878177785 0.016766115681747532
leaf_weight=0.011859685953196197 0.032585100331487094 29.519417920063702 0.079949873075463529 0.0095505069088285405 0.071021120384102687 0.02070948586299437 0.040050180981189953 0.042247765319188058 0.066585971010681533 0.065005200100131333 0.017351906828480423 0.046263105268735671 0.010388625545431296 0.045239609034157455 0.027093455150236423 0.03781917093147058 15.134962575369849 0.09629200819495054 0.054933068484388059 0.044956278315112286 0.59260905360386218 1.2841887673095289 0.17507289943091553 0.042088131012860686 0.048414051379495504 0.030314748466480523 0.55323887168981478 0.10767193475356862 0.031458361489058007 0.22168933905908339
leaf_count=59 56 988 15 311 19 14 43 9 38 16 19 44 10 354 34 37 1141 37 27 21 175 61 22 16 29 21 30 188 34 765
internal_value=-4.88231e-06 0.000454816 0.029143 0.00993895 0.0411275 -0.00496376 -0.0287941 -0.000737308 -0.0235872 -0.0094951 0.0135354 -0.0107464 0.00246411 -0.0159553 -0.0565347 0.0625067 -0.000396398 -0.00908162 0.00244758 -0.00153436 0.00732577 8.26435e-06 0.00804586 0.0501138 0.0130731 -0.0423042 -0.000800403 -0.0162405 0.0723524 -0.000135903
internal_weight=48.561 29.8353 0.315863 0.235913 0.130684 0.0596626 0.105229 18.7257 0.275273 0.233025 0.166439 0.111268 0.0651787 0.0547901 0.0389531 0.0551711 18.4505 0.821376 0.725084 0.692498 0.637565 17.6291 1.61154 0.327348 0.152275 0.0787288 16.0176 0.660911 0.0735465 15.3567
internal_count=4633 1847 859 844 126 107 718 2786 163 154 116 60 675 665 93 56 2623 316 279 223 196 2307 183 122 100 50 2124 218 50 1906
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=3 6 19 7 8 5 9 10 10 18 4 5 19 5 7 9 4 9 15 9 14 12 12 13 16 4 2 10 17 17
split_gain=0.00216072 0.00965969 0.00347468 0.00344626 0.00481917 0.00356173 0.00285163 0.00269218 0.00277432 0.00276542 0.00468401 0.00292618 0.00203671 0.00397796 0.00169272 0.00293149 0.00981771 0.00613429 0.0349402 0.0457458 0.0190519 0.00968649 0.00573592 0.0208049 0.0413785 0.0187419 0.00697228 0.0178573 0.0128247 0.00572705
threshold=76.190903416900014 10.060235055750001 9.4507625164000029 24.103872582350004 1.8485574041500004 11.452575093200002 34.081285676850008 90.679004281900021 103.90352982555002 17.232128601400003 317.3249521597001 5.3654262215500008 10.350835137000002 10.36813655115 26.168093931450006 201.65416293750005 143.58239362595003 203.42345995920002 36.136500007950012 202.70031010240004 158.42666843175002 121.79144674955002 222.66054638440002 116.17096427480001 16.024962526700005 400.10245230235006 183.27506507165003 61.885617704800005 199.45200027940004 195.18216166535004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -4 9 -9 10 11 -5 -11 -14 15 -2 -17 18 21 -20 -19 -18 26 24 -24 -26 29 -28 -29 -22
right_child=14 -3 3 5 -6 -7 -8 8 -10 12 -12 -13 13 -15 -16 16 17 20 19 -21 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.1000314412825784 0.00038391806094344475 -0.1001257987678794 0.038985522799894097 0.041432939735466939 0.092670821715293797 -0.085099673075239107 -0.08465176223431442 -0.10001847800135769 0.076145042257639475 0.088914758004939989 -0.10005123196523509 -0.10001433918754701 -0.068307788534822014 0.061904188570846487 0.002238177936937708 0.047628142377567025 -0.010621199526914751 -0.10065931170142844 -0.0028100147334853462 -0.091614700004775548 -0.0037000501353039944 0.0073888188778184778 0.063113460614866362 -0.0030298302649428895 -0.10128590400209617 0.021353161693328626 3.1653144018895452e-05 0.057264051360829384 0.0053131122871616712 0.0014524223545557119
leaf_weight=0.0033774993546636925 31.871799130949313 0.011776803317687268 0.0042134053064728496 0.009034250727950166 0.0089533319869588013 0.0056016056458361154 0.0033476886417247442 0.0043789560205951253 0.0011232970980188384 0.0057184886647974045 0.0048203818576695321 0.0017450597275594512 0.0037008082678369192 0.0064095980239926575 3.2144675593111733 0.040747378800005118 0.54912568687427554 0.019068799150771976 0.12801053263956408 0.10607269521460694 3.3856182990947339 0.6546596612315625 0.026164660303037546 1.6759071666469934 0.072502114702693632 0.015047253649527192 0.50871774412007731 0.11392042946044967 0.081522585827769944 5.9457509912581372
leaf_count=308 2275 120 25 55 19 65 21 250 20 16 74 75 72 20 230 24 43 11 32 17 251 46 15 160 87 36 6 36 25 199
internal_value=-5.22497e-06 -0.0170567 -0.00138508 0.00425752 0.0430282 -0.0107963 -0.0157551 0.000473896 -0.0640543 0.011771 -0.0181094 0.0185341 0.0412186 0.0142415 2.09114e-05 -0.000136792 -0.00138247 -0.00153283 -0.0077008 -0.0430511 -0.000784044 -0.000826735 -0.000622989 -0.00583839 -0.0472307 -0.0802077 0.000307066 0.00990227 0.0355944 -0.000417004
internal_weight=48.4833 0.0742012 0.0624244 0.0590469 0.0165144 0.0425324 0.00756109 0.0369308 0.00550225 0.0314286 0.0155997 0.0107793 0.0158289 0.0101104 48.4091 45.1946 13.3228 13.2821 1.43787 0.234083 11.8442 1.20379 11.8252 1.78962 0.113714 0.0875494 10.0355 0.704161 0.195443 9.33137
internal_count=4633 1140 1020 712 65 647 46 582 270 312 204 130 108 92 3493 3263 988 964 138 49 826 89 815 298 138 123 517 67 61 450
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=13 2 13 13 16 13 7 18 9 19 12 5 14 7 13 2 10 9 10 19 10 15 18 0 2 9 13 19 9 6
split_gain=0.00212964 0.00608159 0.00305027 0.00420422 0.00414271 0.00372374 0.00286795 0.00400223 0.00263792 0.00252597 0.00276396 0.00514973 0.00281299 0.0042125 0.00600375 0.0041903 0.0023423 0.00217759 0.00204749 0.0016197 0.00475445 0.0158615 0.0383648 0.0277528 0.0113594 0.0157157 0.00820655 0.0541312 0.101492 0.0100286
threshold=97.873318238950006 134.46474107450004 97.612537800350012 95.937628385050019 14.274966618900002 96.357027853400012 20.714163848350005 15.015859748200002 22.608179833450006 9.4507625164000029 216.20511703005005 2.7155367820000005 316.16904661820007 24.573979631000004 83.654063187050014 285.01633004880006 91.23013819865001 54.842324361600014 103.90352982555002 11.750948102400001 75.629015667650023 22.248428019100004 15.957401718700002 97.789976036950009 186.79363985910004 217.47560379410001 104.19926021995002 12.350996516100002 209.24553857890001 13.705320222600003
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -3 -8 -1 -9 11 -11 -12 -14 15 -15 -17 -7 -18 -2 26 22 -22 -24 25 -25 27 -21 29 -29
right_child=19 2 -4 5 -6 17 7 9 -10 10 12 -13 13 14 -16 16 18 -19 -20 20 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.069978965871120985 0.0024411152883045337 0.061126702123482347 -0.10008485860426607 0.074805220325655439 -0.091721217730099197 0.052431463475188414 -0.1000604837143811 -0.10003070907409287 -0.10021804821221869 0.050236853627719603 0.075140907501927076 -0.1000550890883023 0.046110226240778485 -0.10005304707898217 -0.10005008662609279 0.082653401614780075 -0.10002234223670561 -0.03181616938580218 0.081386493448183592 -0.0071077250074425896 -0.10156857356584488 -0.0022870704841868443 0.099483791079943207 -0.081548769567572954 0.036785026178124319 0.033055684528775976 -5.8217202699721782e-05 0.040620904851675799 -0.078667694266582447 0.099782770381068753
leaf_weight=0.0010022000156485475 2.6236572332572683 0.0055223968193551789 0.0033256119992870472 0.01131748920499831 0.0064778309255473223 0.0046763951688717506 0.0049681928353635376 0.0026936471724567914 0.0099703829683215339 0.0035222205175955423 0.0059644830507750149 0.0064638295753596253 0.012034481263526686 0.0024206761775644745 0.0073517668731994936 0.0060996215852355817 0.0016179329968082357 0.0089205451455711682 0.0010108967044288875 0.51630646290228155 0.056047625777862264 2.1713784202848263 0.022490853632916696 0.041975944808655186 0.021021184122218983 0.01673625243938659 42.654652950624524 0.036228983372211587 0.046720884653041139 0.13700361950329965
leaf_count=26 133 31 22 27 82 25 74 221 298 25 17 221 29 58 152 18 53 39 6 21 41 260 8 53 34 15 2535 69 14 26
internal_value=-6.11678e-06 -0.0142078 -0.0060163 -0.0025809 -0.0157677 0.0324302 -0.00752216 -0.0145235 -0.0846728 -0.00588241 -0.000426947 -0.047045 0.0123274 5.79681e-05 -0.0298982 0.0163602 0.0486453 -0.00284088 -0.0302629 2.48342e-05 -0.000113823 -0.00451479 -0.0350776 0.00137816 -0.0262951 -0.0488801 0.000122464 0.0105901 0.052133 0.08741
internal_weight=48.4496 0.105361 0.094388 0.0910624 0.066148 0.0249144 0.0596701 0.0541477 0.0109726 0.0491796 0.0464859 0.00998605 0.0364999 0.0305354 0.0185009 0.0111491 0.00872845 0.0135969 0.00262883 48.3442 45.7206 2.32965 0.158272 0.102224 0.0797334 0.0587122 43.3909 0.73626 0.219953 0.173233
internal_count=4633 1424 1100 1078 987 91 905 874 324 800 579 246 333 316 287 135 77 64 59 3209 3076 411 151 110 102 68 2665 130 109 95
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=13 17 2 13 13 16 13 7 5 0 16 19 7 7 10 5 6 7 17 15 5 7 4 9 5 6 18 8 19 17
split_gain=0.00187428 0.00824669 0.00551729 0.00276562 0.0036074 0.00368962 0.00325059 0.00245014 0.00366649 0.00257017 0.00453587 0.0033915 0.00233395 0.0032786 0.00308235 0.00227472 0.00219355 0.00208951 0.00177936 0.00950859 0.0119139 0.00692711 0.002336 0.00770403 0.012609 0.00245991 0.00598286 0.00376304 0.002068 0.00180516
threshold=97.873318238950006 158.19986339130003 134.46474107450004 97.612537800350012 95.937628385050019 14.274966618900002 96.357027853400012 20.714163848350005 11.926356180100003 106.56510337475001 14.184966829400002 11.250907757600002 27.589407812900003 23.109894804950002 90.679004281900021 2.5717997438000002 11.805275828400001 28.105062539450003 174.72950843050003 29.171703351550004 21.363989181350004 20.714163848350005 206.71522889875004 70.238863950400017 13.252098438300001 16.505385645700006 11.780626785300003 3.0476216663000004 12.951044929850001 179.88087463185005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 5 7 -6 -4 9 10 -9 12 13 -11 -14 -1 -8 -16 19 22 -21 -22 -3 25 -25 27 -27 -24 -26 -20
right_child=1 18 3 -5 6 -7 16 8 -10 11 -12 -13 14 -15 17 -17 -18 -19 29 20 21 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=0.058766327315468748 -0.10023625947750797 0.0030953184931551258 0.057152660887166321 -0.10007678192806951 0.071316966495109421 -0.090126963760967585 0.037410583016971359 -0.10004217032655921 -0.056960743514382794 0.055953079842860423 0.058010998170591944 0.06238209535432683 0.056464729583235333 -0.1000391830216977 0.068607264413869704 -0.10019822876037519 -0.043546255102157289 -0.10001267389370248 -0.0040900953501662885 0.10028387229162226 0.045828244116238495 -0.053389119640383377 -0.011971705360521343 0.10014511226738768 -0.10044125897799974 -0.1001854350705367 0.03369182495877595 0.067085458528212558 -0.015473397846796987 3.9351788435329526e-05
leaf_weight=0.0010004828648376715 0.0082027083032575332 1.0527517751400377 0.0053264118897260451 0.0030093687179828512 0.010716026066006634 0.0059599689911351552 0.0067750138674682603 0.0053871659205242395 0.014338078197902115 0.0018734116974883355 0.0027388833568693371 0.01041050116634068 0.0073120140844693537 0.0047982499017997782 0.0010025464674185969 0.008978445851374639 0.0066144521034345871 0.0027527212381652788 1.0834999127682099 0.022606584592722245 0.016392428364781608 0.012329592695721203 0.010948956359698031 0.004253493156284093 0.019039504721843376 0.0056701998381925032 0.0081159666615349124 0.013376619248447241 0.0033717208763537334 46.059745891226385
leaf_count=33 117 196 31 22 27 82 35 118 134 6 16 132 46 122 15 291 29 285 175 6 40 20 34 1 104 30 31 21 30 2404
internal_value=-5.17955e-06 2.29814e-05 -0.0137509 -0.00584652 -0.00254937 -0.0153298 0.0302693 -0.00736079 -0.01415 0.0027712 -0.0467704 0.0170726 -0.00951827 -0.0562363 0.0186447 -0.0842605 -0.00258243 -0.0549961 4.0004e-05 0.0038942 0.0459792 0.00323689 0.00196122 -0.0164703 -0.0577001 0.012376 -0.0213714 0.0315018 -0.087658 -5.55559e-05
internal_weight=48.4193 48.3203 0.0989937 0.0890148 0.0860054 0.0619 0.0241055 0.05594 0.0506136 0.0362755 0.00812605 0.0281494 0.0177389 0.00667166 0.0110673 0.00997893 0.0133895 0.00375527 48.3121 1.16886 0.0513286 0.028722 1.11753 0.0647765 0.0266647 0.0381117 0.0137862 0.0243256 0.0224112 47.1432
internal_count=4633 3209 1424 1100 1078 987 91 905 874 740 134 606 474 128 346 324 64 300 3092 513 66 60 447 251 135 116 61 55 134 2579
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=13 9 8 15 12 19 12 12 15 9 17 3 13 0 17 5 7 13 10 8 16 8 8 16 10 16 17 0 7 19
split_gain=0.00231334 0.00138171 0.00628771 0.0170945 0.00409771 0.00194638 0.001782 0.00871381 0.00592853 0.00713316 0.00788475 0.00276431 0.0925872 0.0648423 0.0443828 0.0425506 0.035565 0.0205358 0.0215093 0.0127513 0.00976806 0.0780007 0.0459042 0.0308005 0.0487563 0.0790094 0.0452914 0.0353496 0.0275348 0.0151858
threshold=73.265860971000009 219.87257840710004 8.6432548896500023 35.133229767950006 66.834523482800009 13.351077205700003 91.208648993800026 94.177001085000015 28.579157549250002 200.15236065845002 183.32030055335002 85.589753040950015 110.07622969305001 94.625660817400004 184.89106522365003 19.841254985200006 23.960918281000001 109.43099974175001 70.182199495350019 5.1459841250500009 20.394952307700002 8.1436447804000007 8.0437227585500022 22.454947490600002 64.630533455950015 20.674951653000004 199.59317753375004 86.681267041950008 22.929105819350003 13.651101412550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 -3 8 -8 9 10 -6 13 15 14 -9 17 19 18 -13 -17 21 22 29 24 27 -26 28 -22 -27 -14
right_child=1 2 3 -5 6 -7 7 11 -10 -11 -12 12 20 -15 -16 16 -18 -19 -20 -21 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10002141351571994 0.028831213029671544 -0.0055164291335588599 -0.069920736126366553 0.013644198863343969 -1.4050855409253148e-05 0.0030712524032889088 0.021374712031701867 0.08430098362211462 -0.010569210535646302 0.0035358900371905092 -0.014392016091638985 0.059891976330519625 0.0098267050955478628 -0.00040939431475644594 -0.10060354097078361 -0.0075600558533197157 -0.10074103484019792 0.094937164163928625 -0.10032775415562474 0.099201590352203703 -0.04091253791249827 -0.079982885773074719 0.071434267361951617 -0.00015344364407946241 0.069707097173760363 -0.025756455064869795 -0.074126248247347246 0.10018287769389828 0.050419505445194995 -0.10104681320637032
leaf_weight=0.0023124677985596467 0.049530823046615491 0.52156823573900968 0.048403948955524245 0.049528143375027867 1.0478407010584736 0.534274072509902 0.194391219850515 0.014946735483031826 0.66396190399245814 2.1070617083250784 0.59969940857891391 0.031971231102621456 0.023829883382307737 12.14393730485873 0.09872283598522813 0.022747135428944687 0.026782240469401586 0.1718901185085997 0.011354974271291951 0.022013993798360332 0.021221666577477261 0.11639138193899612 0.093612479395233095 29.216298096972587 0.13895633848733269 0.10950429682270624 0.1058523659594357 0.10874810116365552 0.083736235537799075 0.025650242047490224
leaf_count=208 35 145 35 36 58 56 37 33 73 88 33 42 319 1676 125 275 32 27 60 7 55 58 9 876 31 28 32 82 17 45
internal_value=-4.8863e-06 -1.08124e-07 -0.00341919 -0.0276586 8.33795e-05 -0.00117092 5.32128e-05 0.000250675 -0.00185871 -0.000318347 -0.00524758 0.000154256 0.000666423 -0.00111306 -0.0762899 0.0572191 -0.00959162 0.0794287 0.0179014 0.0449464 0.000126643 -0.0191915 0.0302562 0.000294944 0.023358 0.0073994 -0.0215483 0.0771446 0.0072526 -0.0476496
internal_weight=48.4067 48.4044 1.15377 0.0979321 47.2507 1.05584 47.2011 42.7826 4.41856 3.7546 1.64754 42.5882 30.3306 12.2576 0.11367 0.28676 0.0715434 0.215216 0.0433262 0.0447611 30.0438 0.259484 0.143093 29.7843 0.568019 0.438049 0.299093 0.12997 0.193241 0.0494801
internal_count=4633 4425 272 71 4153 201 4118 3866 252 179 91 3829 1995 1834 158 443 314 129 102 282 1552 431 373 1121 245 108 77 137 45 364
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=18 18 18 7 7 19 18 17 15 9 16 3 9 6 6 9 9 6 7 7 7 18 15 16 9 15 18 16 7 15
split_gain=0.00173028 0.00401746 0.00279675 0.00727658 0.00463145 0.00535991 0.00505111 0.00356379 0.00603852 0.00393885 0.00164717 0.00410956 0.0478752 0.0169314 0.0307327 0.0142831 0.0330368 0.00640221 0.0049603 0.00454413 0.00416058 0.0263836 0.00386162 0.00349457 0.00723134 0.00704181 0.00259962 0.0102278 0.063291 0.022858
threshold=11.063399082750001 11.207537862500002 12.514699516150001 20.714163848350005 20.466661678250002 13.551093343600002 11.634276750250001 167.17143786700004 20.734744936600006 67.070312222050021 22.704946905950003 93.883646373400012 188.55070358395002 16.505385645700006 16.395383075500003 201.16241229375001 202.70031010240004 16.535386346650004 22.502236473750006 19.773504439000003 22.343045670750005 12.854871756700001 42.076928760450009 22.664946999500003 194.57718764590001 37.646552559600003 13.829007611650001 22.454947490600002 23.131311951800004 29.326787846200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 -9 -10 11 20 13 14 19 17 -17 -14 -15 -13 21 -4 -12 26 -25 -26 27 28 -22 -30
right_child=1 2 10 -5 -6 -7 7 8 9 -11 22 12 15 18 -16 16 -18 -19 -20 -21 23 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.10012903165918458 0.069119904538166285 -0.10010244841657695 0.065915199543816957 -0.056392784731683535 0.085255890308570545 -0.074122346694970379 0.088794763535472235 -0.085067328766713995 0.085006640557107022 -0.018325559024691487 -0.0028191313799054707 0.04420670747638028 -0.10058533244862428 -0.0094022934665935406 0.070890634158256374 0.088985406879186768 -0.10058213239609969 -0.040881744762686398 0.0041896685089264363 -0.10028957863911375 -0.00027320834419514178 0.00096141028786270221 0.0070964631622888411 -0.01329354999695272 -0.0081219094891669188 0.007732760002652047 -0.00065539366929047113 0.000457305120622277 -0.0070069944210484278 0.093733622549978426
leaf_weight=0.0017258772256657498 0.0084076263714000232 0.0034804679182663936 0.07020370177496893 0.031123555422325921 0.0063794271878236932 0.0090614820685104291 0.0070947239574259404 0.0053181562099826598 0.0082888460583490087 0.0066472325889606063 0.65394911318708071 0.002562816132694711 0.067293606111377247 0.54722196123318501 0.072534633550958461 0.01743494912574306 0.019447979208123911 0.024500144337821439 0.52715065598022193 0.014434164228992574 0.72828408376861631 0.57250672401193903 0.98339603706699563 0.60288674178445845 0.52861180598847546 0.59596934665535173 21.265242747229571 20.81961590746986 0.028254384429189372 0.11103619457571767
leaf_count=60 37 48 22 32 13 73 28 47 24 37 65 6 73 183 34 12 56 10 7 124 78 259 58 16 12 39 2722 357 12 89
internal_value=-3.27233e-06 3.02568e-07 -1.17217e-05 -0.0190061 0.0061419 -0.00651015 0.0133626 0.0278024 0.00643773 0.0390191 1.8744e-05 -9.07562e-05 -0.0056506 0.000748488 0.0425294 -0.0635315 -0.0109716 -0.0846502 -0.00273327 -0.0785023 6.7808e-05 0.00805636 0.00313621 -4.71055e-05 -0.00445702 0.000280238 0.000130253 0.000900614 0.0115389 0.0732989
internal_weight=48.3401 48.3383 48.3299 0.0773939 0.0462703 0.0398909 0.0308294 0.027349 0.0202542 0.0149361 48.2525 46.6152 1.29258 1.1639 0.0895316 0.128677 0.0368829 0.0917938 1.07437 0.016997 45.3226 0.64271 1.63735 44.6799 1.72747 1.12458 42.9524 21.6872 0.867575 0.139291
internal_count=4633 4573 4536 302 270 257 184 136 108 61 4234 4111 505 354 164 151 68 83 190 130 3606 281 123 3325 67 51 3258 536 179 101
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=5 6 5 3 15 0 7 18 12 8 14 6 6 0 13 6 5 2 8 12 6 12 0 12 12 14 8 13 3 18
split_gain=0.00133164 0.00987301 0.0591705 0.0357708 0.00781795 0.0157264 0.0069869 0.0155118 0.0196663 0.00906814 0.00781972 0.0480925 0.0281521 0.0158576 0.0295929 0.0159561 0.015117 0.00651629 0.00626867 0.00575842 0.00528245 0.00514216 0.0144742 0.00494134 0.00597794 0.00969297 0.0494196 0.0351496 0.0173868 0.0143084
threshold=23.605484525250002 16.405383309150004 24.367802910700004 93.14163192940002 42.968808980200009 86.780739992750014 22.093462376800005 12.816643511250001 74.22129117770001 8.2435668022500028 310.33012040220007 16.265380038000004 15.945372561050002 96.870523356300012 116.17096427480001 13.665319288000001 15.023351587500002 223.87650328090004 8.0437227585500022 353.27941817285006 12.145283772600001 226.26044291545003 86.538778761000017 218.12027148180002 214.56503753290002 273.45586700690006 8.4434108459500017 105.40368946235002 81.549000470900012 17.370891598500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 7 8 -1 17 21 12 13 14 19 16 18 -9 20 -12 -15 23 -23 24 25 -8 27 28 29 -27
right_child=1 3 -4 -5 5 -7 10 9 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.024210488893595002 -0.09402093737159091 0.06034989057408701 -0.0015393243309227414 -0.0011711392722271276 0.018221839423875962 -0.0047637492668387241 0.00015355846854590185 -0.036512639901019529 -0.093758670795083987 0.096252973023017524 -0.10049800714133771 -0.094640255744714963 0.083251140613852859 0.0070057255357980595 0.027250028927840515 0.057485770163818929 -0.091880139289260157 0.040580891478839747 -0.10016541516810354 -0.014163317326651796 0.098419445664473929 -0.0051132298950777874 0.016463727675161986 -0.0088226122168420084 0.0099199083339205248 -0.089300937003773589 0.0013221921455499302 -0.10166543716595428 0.087263696842879546 0.052008147235057783
leaf_weight=0.020550730594550815 0.079296819711330069 0.096418703527888172 0.54237471230612666 4.7765907970080344 0.67698464804561698 0.53123260327868849 37.956871622214436 0.026927176952514342 0.045239940559656855 0.010951127328233667 0.048005440787986298 0.06202212096832227 0.037676487059798092 0.050580222470061997 0.037986829222063534 0.049164904427016154 0.019328619549128234 0.018494100439248484 0.0048292990804554839 0.0092073600631579211 0.0072242637907038434 0.57947648121626005 0.67077070926097804 0.63188779775919002 0.60922516397999871 0.020334793182558708 0.57495965872658417 0.090949669069232186 0.016506519422847532 0.011064524575377988
leaf_count=20 62 16 105 790 26 43 1795 155 92 10 144 56 18 603 25 24 65 64 30 41 6 18 48 53 40 109 15 28 32 100
internal_value=-2.3332e-06 -0.0014679 -0.0133357 4.61327e-05 0.000185736 0.00811547 -4.45161e-05 -0.0239245 -0.0569092 0.014571 2.57994e-05 -0.0154003 0.00321546 -0.010108 -0.0411736 0.0124459 -0.0145711 -0.0051226 0.00928621 -0.086604 0.0184304 0.000147983 0.00646303 -4.9838e-05 9.12878e-05 -6.35541e-05 -0.0116084 -0.0651504 0.0041738 -0.0395063
internal_weight=48.3131 5.49468 0.621672 4.87301 42.8185 1.20822 41.6102 0.122163 0.0657907 0.0563724 41.4881 0.326026 0.264003 0.226327 0.0951996 0.131127 0.0819624 0.0454213 0.0626338 0.0572128 0.0578045 41.162 1.25025 39.9118 39.2799 38.6707 0.713815 0.138856 0.0479058 0.0313993
internal_count=4633 973 167 806 3660 69 3591 341 112 229 3250 1012 956 938 210 728 704 219 639 185 609 2238 66 2172 2119 2079 284 269 241 209
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=16 16 18 10 8 0 12 0 12 16 13 6 16 8 12 15 9 3 7 12 13 15 3 6 10 6 16 15 15 6
split_gain=0.00131556 0.0392431 0.0233831 0.0181827 0.0305258 0.0270607 0.0197398 0.012523 0.011559 0.0105348 0.0575263 0.0140836 0.00978609 0.0153466 0.00687703 0.00585691 0.0381958 0.0469844 0.0127976 0.004851 0.0151426 0.007859 0.0557399 0.0778898 0.0789191 0.0257806 0.028681 0.0113767 0.00487363 0.00550535
threshold=18.634956423400002 18.369957043050004 14.032563378150002 71.053259929650025 8.1436447804000007 95.988709089550014 218.12027148180002 96.631250582750013 66.834523482800009 15.614963485400002 103.75835308650001 14.285333774550002 18.554956610400005 3.6471537973500001 108.01934997995001 27.063546193350003 210.61272793875003 87.399085362750014 19.975862989550006 94.177001085000015 110.07622969305001 31.264641197600003 85.589753040950015 15.045351532250001 66.859265246100009 16.465384711100004 21.374950016100005 32.355961258350007 34.139075990150012 14.775345223550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 14 6 -5 -7 -9 -10 -11 -12 13 -3 -1 16 17 -2 -19 20 -17 22 -21 -24 25 -25 -27 -23 29 -29
right_child=15 2 -4 5 -6 7 -8 8 9 10 11 -13 -14 -15 -16 19 -18 18 -20 21 -22 27 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.10076970617124351 0.087848582562604347 0.085474329347500266 -0.094128736658450937 -0.10048733699081897 0.087770620330276966 0.046174399994060651 0.041247658366665697 0.10037888178790333 9.4681629945749505e-05 -0.00037597822790994023 -0.098183880766361809 -0.010002026199653954 0.094670707518880487 -0.10051113712353088 -0.0014570805305906644 -0.017055113187939903 -0.0032240616933178917 0.024445690044649953 -0.10076864547916096 -0.0013028568663870504 0.0042025859602146803 -0.013758320114715193 0.096128223247118103 0.083762962025814389 -0.08773645983557618 -0.087570655997079666 0.061246158353143669 0.0011889405869866393 -0.0003140932419511684 0.0087379067184694351
leaf_weight=0.0084283657976805537 0.10765846732100826 0.0072050103335649087 0.071149486367524162 0.044738486675407141 0.060313184887831994 0.057268107826302095 0.012591913989183467 0.011293536283772165 8.7495805764546262 0.59214747796504319 0.085665099075413309 0.022967353055719286 0.009700644121608093 0.011546831216122655 0.040367257962105524 0.63285465275839559 0.50035368662793189 0.014139417965594703 0.019309341718326323 1.6314838339967526 0.71220600793640187 0.59373963320383083 0.15319222699326918 0.076026579205063172 0.066347490006592125 0.024087009624935263 0.028010977723170072 4.0832383618508166 28.562843783046368 1.2654795274247588
leaf_count=45 20 3 140 135 36 26 69 3 1525 195 84 9 18 83 536 40 6 100 9 45 82 53 36 24 26 70 12 37 1082 84
internal_value=-4.1683e-06 -0.00103947 -0.0634886 -0.000397258 0.0401946 -0.000859749 -0.069357 -0.000447205 -0.000729389 -0.000850218 -0.0126477 -0.0795402 0.0131315 -0.02905 -0.0186111 0.000259157 0.00973457 0.0556847 -0.0478382 9.84863e-05 -0.00579922 0.000315915 0.00644412 0.0427984 0.000788633 0.0466301 -0.00755788 -3.55854e-05 0.000204679 0.00297499
internal_weight=48.2559 9.78496 0.099602 9.68536 0.109109 9.57625 0.0573304 9.51892 9.46165 9.45036 0.70078 0.108632 0.0284525 0.0187518 0.0487956 38.471 0.641461 0.141107 0.0334488 37.8295 1.34506 36.4844 1.97915 0.347664 0.194472 0.128125 0.052098 34.5053 33.9116 5.34872
internal_count=4633 2907 244 2663 617 2046 204 1842 1816 1813 288 93 104 86 581 1726 135 129 109 1591 122 1469 213 168 132 106 82 1256 1203 121
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=10 10 7 7 15 7 2 3 5 6 6 19 18 15 15 16 3 9 3 19 16 2 17 13 5 2 0 6 15 0
split_gain=0.00161845 0.0117108 0.0114239 0.0115945 0.00734936 0.00422677 0.00368836 0.0028292 0.00448511 0.0027604 0.00378034 0.00310469 0.00281485 0.00205105 0.00325479 0.00172787 0.00185137 0.0247812 0.0249483 0.0261851 0.00972254 0.0348079 0.0446408 0.00614054 0.00506194 0.0088182 0.00412481 0.00344001 0.00331625 0.00179099
threshold=60.87206898960001 58.309968391300011 21.698399695800003 20.797746106000002 34.969820938750011 19.250086031950001 305.67240907785003 103.28787291370001 29.110986871100003 16.505385645700006 16.525386113000007 13.351077205700003 11.780626785300003 37.408632939650005 35.645792850250011 22.764946765650006 93.883646373400012 190.36745536595001 94.227769014100019 14.451165964200003 22.674946976100003 119.08834621750002 188.70679832985002 117.66037007905001 23.435546682850003 149.35510112725004 85.769879735700016 16.575387281250006 45.793006327050001 86.09518316945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -12 14 -3 16 26 20 23 28 21 22 -18 -19 -23 -26 -2 29 -20 -28
right_child=15 13 -4 -5 -6 -7 -8 8 9 10 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.086042264895821938 0.0061210937921023223 -0.10004092980725239 0.10004807225539938 -0.1004248604613554 0.10007517972516267 -0.10011267472869477 -0.10006256722191305 -0.10004956420215089 0.10002615307647228 -0.10016095756481819 -0.10019037699339467 0.063220317776290044 0.070529293232972287 -0.10025637849518838 0.050081138880567144 0.0052386737553192543 -0.095433454072354831 -0.10044825100784427 0.092071721237435358 -0.077576670820984517 -0.0019780566210885627 0.098729415566082279 0.069961319469488623 -0.038143066702488744 0.091067387579003817 -0.070313052621029118 -0.0016238282353625332 -0.0068706179433501869 0.02585070768728236 0.00029867290167410001
leaf_weight=0.0048996607074462536 1.1061504234930826 0.0030903680546732195 0.010953351008993195 0.011626653660428588 0.0077861354220658532 0.0043089620241224527 0.0029746525694134681 0.0036040964416415014 0.0036324874963611356 0.0028805923066101977 0.0028263532377996734 0.0081502977214142902 0.0014671443350380287 0.014474975515440747 0.002711295586777851 0.62649316994065785 0.037324075927960831 0.053660425742174556 0.018815349901096567 0.021578255985531314 1.9290046684309343 0.04507388428203285 0.028996768873184919 0.022430358092151437 0.0090577140799865674 0.0054072554733435316 5.5559466512218156 0.72968209993683686 0.012644422522981813 37.908203258713328
leaf_count=6 33 60 7 18 4 76 46 89 5 3 55 54 3 42 5 33 188 87 36 8 32 18 5 12 24 67 142 82 11 3382
internal_value=-3.1055e-06 -0.0137584 0.00690828 -0.0119294 0.0122629 -0.00741576 0.00570807 0.0171656 0.00220736 0.0216485 0.00306993 0.0269667 -0.0418532 -0.0801211 -0.0298843 2.13075e-05 -4.75293e-05 -0.00289132 -0.0453841 0.00726384 -0.000221043 0.026708 -0.0231196 -0.0820817 0.0822115 0.0307406 8.95747e-05 -6.13913e-05 0.0654559 5.29229e-05
internal_weight=48.1959 0.085387 0.0651104 0.054157 0.0425304 0.0347442 0.0304353 0.0274606 0.022561 0.0189569 0.0153244 0.0124438 0.0042935 0.0202766 0.00580166 48.1105 47.484 2.18399 0.129129 0.053038 2.05486 0.12586 0.0663208 0.0760908 0.0595389 0.014465 45.3 44.1938 0.0314598 43.4641
internal_count=4633 473 366 359 341 337 261 215 209 120 115 112 58 107 65 4160 4127 488 154 55 334 302 193 99 109 91 3639 3606 47 3524
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=19 16 6 4 2 16 3 4 15 8 6 0 8 16 15 8 17 17 16 9 16 16 16 15 15 8 13 6 7 7
split_gain=0.00133973 0.00853346 0.0240683 0.0263633 0.0184 0.00823626 0.00541541 0.00649715 0.0124226 0.0399133 0.00467102 0.0449689 0.0277741 0.0175381 0.00426488 0.00386344 0.00380686 0.00359521 0.00263981 0.00227256 0.0281197 0.0184712 0.0111391 0.00366224 0.00319639 0.00332552 0.0030542 0.00511436 0.0029377 0.010683
threshold=14.451165964200003 22.564947233300003 16.485385178400005 278.75859950360007 106.99702195580001 22.594947163200004 94.109476856350014 278.29044475435006 37.050691080100002 8.0437227585500022 16.575387281250006 85.307464937250003 8.543332867800002 22.794946695500006 36.370482311550013 8.4434108459500017 199.05253715360001 194.36188291790003 22.634947069650003 182.80199813410005 22.654947022900004 22.624947093000003 19.744953827700005 32.355961258350007 28.444110612900001 6.6448144527000013 116.56347916185001 15.635365317800002 22.812602664350003 22.626138143200006
decision_type=2 2 2 2 2 2 2 2 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 7 8 14 -10 19 13 -13 -12 17 -11 18 -7 -9 20 21 22 23 24 25 26 27 -1 29 -21
right_child=1 5 -4 -5 -6 6 -8 16 9 15 11 12 -14 -15 -16 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002099319111206241 -0.021931842853572067 0.013146662026554441 0.0020689969633720354 0.013362955322848927 -0.091684969164387786 0.010978799043356991 -0.0073149296748776021 -0.0010778250921707466 -0.00024403549516751556 0.061740267908538406 -0.0020205977234469272 -0.10197467718515384 -0.010212488127751647 0.062761479986794586 -0.0032174437581730486 0.037280610819962597 0.003931242470763284 -0.0002203912678569392 -0.010971389373134501 0.00023931312629495521 -0.10125199810251391 0.095272911435942659 -0.083493277146634223 0.078275497182843962 -0.10005452081995705 0.099211795239103895 0.07069690645132147 -0.10013938641453515 -0.00029677947072044765 0.013244654121048333
leaf_weight=0.11376852227317591 0.069740418344735988 0.66317288032791921 0.62073513944051228 0.07290678122853933 0.082616981726800987 0.60436573444167219 0.63809863504164344 0.54224993995285309 0.50101592380087812 0.11375676884927088 0.88460210933898398 0.073929710433731088 0.059556510589857226 0.043862207858182956 1.0194164165295658 0.14936865241395481 0.60129476773727208 0.54527061630506068 0.53654727685409398 3.80371693025615 0.029284718417329714 0.019921443134080619 0.016964293090580895 0.0060791385435550174 0.0031861754002022727 0.0033803533758032236 0.0056250824654853196 0.0053630135490499989 35.579032745600628 0.7573725241496162
leaf_count=1253 16 46 48 24 24 40 123 20 3 24 401 16 35 25 9 36 73 9 30 73 7 4 28 4 38 7 75 59 2020 63
internal_value=-3.13937e-06 0.00130206 -0.00809188 -0.0360911 -0.059756 0.00264574 0.00131962 0.00251393 0.00535416 0.0163185 -0.000216247 -0.00676279 -0.0610339 0.00103982 0.00149149 0.0478552 -0.00244468 0.00566704 -0.00599846 -4.39252e-05 -0.0105829 0.00465173 -0.00704319 0.00239567 -0.00111692 0.00134321 -0.0013086 -0.00470851 9.52389e-06 0.00239886
internal_weight=48.1662 6.76056 0.845999 0.225264 0.152357 5.91456 5.25138 4.61329 2.93319 0.764141 41.4056 1.06195 0.133486 0.928464 2.16905 0.263125 1.68009 1.14964 1.0788 40.3437 0.203573 0.174288 0.154367 0.137402 0.131323 0.128137 0.124757 0.119132 40.1401 4.56109
internal_count=4633 525 112 64 40 413 367 244 121 63 4108 477 51 426 58 60 123 49 50 3631 1475 1468 1464 1436 1432 1394 1387 1312 2156 136
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=14 8 8 4 8 15 10 16 19 0 2 10 10 5 15 6 9 18 9 16 13 4 15 15 6 18 8 15 13 15
split_gain=0.0015717 0.0167443 0.020528 0.0129161 0.00170464 0.0140176 0.010774 0.0109349 0.0022595 0.00607802 0.0289209 0.0387794 0.00581577 0.00544778 0.00906732 0.00707569 0.00673521 0.00348608 0.00287627 0.0278014 0.0132696 0.0113871 0.00519075 0.00481511 0.00567991 0.00451131 0.00501913 0.00425187 0.00492821 0.00389598
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 143.58239362595003 8.8430989333000021 35.133229767950006 64.294476189700006 20.564951910200005 14.451165964200003 87.028078140750011 187.91736117530004 64.294476189700006 62.095317438950012 24.393336510100003 43.153128509050006 16.455384477450004 189.68479361675003 13.453871405300001 182.80199813410005 22.654947022900004 117.69263157665002 208.25848595475003 46.055224235250002 19.198394745150004 4.9151148409000003 12.880535946600002 5.9453602998000008 17.319441631400004 86.038725548750008 15.840011140850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -8 18 12 11 -11 13 14 15 -10 -17 -18 19 20 21 25 23 27 -25 26 -5 29 -29 -23
right_child=3 2 -4 4 5 -7 7 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.054771080147324624 0.10036315995554929 -0.090625653831054018 0.017573612792670706 -0.10006243875214345 -0.081416616319753457 0.00056292801996206518 -0.073741083327634405 0.025370750091033831 0.010630469153439223 0.083150716847859268 -0.001342943661406101 -0.0034359040446358007 -0.0083979877227544925 -0.0076683486051363856 0.013894371781086141 0.0087617440305521859 -2.5034516271762203e-05 -0.0073419422328826374 -0.00015156918925172841 -0.10113849785880345 0.083989030555489591 -0.017148346310129362 -0.1002910657105453 -0.10002986094101551 0.030820564481765313 -0.10013791283276 0.10003303652273952 0.086708411521557338 -0.075184650854195706 0.045067205907206781
leaf_weight=0.026641606705438359 0.012825016863643124 0.03628590471635107 0.033931641595700057 0.0023184417216529076 0.039079502537787358 0.58611671913348573 0.017506726609688883 0.030569608032237738 0.65247071458725159 0.10905215295497317 0.58835763340221092 0.098394897533580661 0.63198744505238114 0.54799178992021769 0.64322682546912791 0.60890716325957361 1.6777876230189579 1.064151267542911 40.517988984548651 0.029933337293186923 0.018150759496954549 0.03084265701228478 0.0046125656517688176 0.0034793761955285154 0.071237021337358097 0.016200927965840495 0.0027293439125060104 0.0021471628889599961 0.015130390130579485 0.014940906313389846
leaf_count=22 2 15 35 199 21 85 46 15 28 17 70 30 62 77 38 28 31 35 2150 7 79 633 4 166 332 166 9 9 137 85
internal_value=-3.67933e-06 -0.0127292 -0.0383399 2.19792e-05 -4.81665e-06 -0.0050012 -0.0424196 -0.0107203 6.62242e-05 0.00177934 0.00997677 0.0420815 0.000659714 0.00176171 0.00287385 0.00110314 -0.000752004 -0.00286474 -0.000212315 -0.0118375 0.00286675 -0.0061313 0.00405908 0.00755255 0.0247272 -0.0744182 0.00812943 -0.0127963 -0.0550654 0.00315494
internal_weight=48.135 0.0968592 0.0702175 48.0381 48.0253 0.673273 0.0871558 0.0480763 47.352 6.62233 0.795805 0.207447 5.82652 5.19454 4.64654 4.00332 3.35085 2.74194 40.7297 0.211723 0.18179 0.163639 0.14239 0.137778 0.0747164 0.0212487 0.00504779 0.0630611 0.0172776 0.0457836
internal_count=4633 72 50 4561 4559 167 82 61 4392 416 117 47 299 237 160 122 94 66 3976 1826 1819 1740 1366 1362 498 374 208 864 146 718
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=19 4 14 7 9 16 16 5 13 5 2 0 6 9 5 5 15 5 0 4 14 16 15 13 16 13 0 8 5 7
split_gain=0.00148605 0.00350204 0.00171877 0.0163996 0.0319402 0.054441 0.0102926 0.0285588 0.0118613 0.019199 0.00984197 0.00741202 0.00609765 0.0111165 0.00581037 0.082892 0.0339628 0.00837918 0.00751839 0.00525296 0.00609603 0.00385936 0.00766307 0.00482117 0.00370553 0.00363343 0.012944 0.0214723 0.0688824 0.029383
threshold=14.651182102100002 264.40103451365002 261.28828383675005 22.958251375150002 184.83999455315004 22.764946765650006 15.454963859600001 16.810410538500005 102.83621194775002 14.608687763150002 178.46521675150004 100.92471821705001 16.535386346650004 206.57490536735003 22.958759589950002 23.435546682850003 43.79812286300001 23.605484525250002 85.495657006400009 264.40103451365002 300.29716420680006 22.674946976100003 41.54912092575001 117.67112391160002 9.5849775861500017 117.56896250265002 86.162394622750014 8.7431769115000026 21.556055031700001 23.209106085000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 10 -6 7 8 9 11 -4 -5 25 -14 21 -16 17 -17 -18 -13 24 23 -23 -1 -21 -8 -27 28 -28 -30
right_child=1 -3 3 6 5 -7 12 -9 -10 -11 -12 19 13 -15 15 16 18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00011814327064267767 -0.0020412618765361565 0.008785647383777179 0.088489422603625023 0.052741355187861431 -0.10128143328566171 0.065512510288376735 -0.0010139620115335824 -0.10220965995041076 0.061766120439302075 -0.1002840637156808 0.00098853283276685295 0.097036054306939443 -0.016434124933702724 0.0033009336907528965 0.072361436781054431 0.047427691229125282 -0.035407153906025966 -0.00055566715204408298 -0.1010602372997584 0.015367905245361711 0.00055017301172383592 -0.012768861386964453 0.00080714294517474311 0.0090809598922965747 -0.10013870247779799 -0.00089624133048136958 -0.0020218255637024785 -0.0056160419806017738 0.10046409709737068 0.035822360695325031
leaf_weight=30.195160497077882 0.58601210840970341 0.60945838058978552 0.016607686420454473 0.023461506325872072 0.087489895799009787 0.025206885828083614 7.2815518156928309 0.037494452753639496 0.023278012056834996 0.021870824316806647 0.056881655203506007 0.0039134626688053223 0.61530178730765672 0.53238252375194861 0.16737372012389151 0.037931109192946399 0.032412545179795416 0.8975920120390608 0.037766952847050561 0.0035793537919257537 0.034237173706948454 0.68618402284482605 1.0550662185996771 0.61232546520477527 0.01239606377610869 3.1059470714957911 0.50617297732969724 0.49000651811365969 0.10584714822471142 0.20949476250098087
leaf_count=1727 47 33 24 37 88 9 653 56 7 40 319 12 31 32 35 12 17 454 25 66 566 54 6 15 122 79 5 5 9 48
internal_value=-3.26723e-06 0.00347836 -9.1985e-05 -0.00105967 -0.0305281 -0.0639746 -0.00063785 -0.0258261 -0.0024919 -0.0175313 0.0207627 0.00579547 -0.000323689 -0.00727952 0.000286607 0.00720094 -0.00364337 0.00138983 -0.0707382 -0.0145537 -0.0232508 3.74103e-05 -0.00454283 0.000296287 -0.074259 0.000358684 0.00262129 0.0109515 0.0208335 0.0575199
internal_weight=48.1104 1.19547 46.9149 13.1931 0.186186 0.112697 13.0069 0.160231 0.122736 0.0994584 0.0734893 0.0775876 12.8467 1.14768 33.7218 1.17308 1.0057 0.935523 0.0701795 0.0541261 0.0502126 32.5487 1.74125 30.8075 0.0159754 11.699 4.41747 1.31152 0.821515 0.315342
internal_count=4633 80 4553 2208 440 97 1768 906 850 843 343 803 862 63 2345 543 508 466 42 766 754 1802 60 1742 188 799 146 67 62 57
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=14 8 8 9 8 15 17 17 19 5 18 18 2 18 17 9 6 9 8 4 4 4 8 9 9 4 4 17 15 6
split_gain=0.00132946 0.0141836 0.0182949 0.00240164 0.00184234 0.0115102 0.0107491 0.00246339 0.00187518 0.00554628 0.0084333 0.0569938 0.0124439 0.011806 0.00901141 0.0154777 0.0687985 0.0159732 0.00529409 0.0186609 0.0118799 0.0145834 0.00286992 0.00273561 0.00772236 0.0107424 0.0129682 0.00834926 0.0140917 0.0229689
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 21.030606243000005 8.8430989333000021 35.133229767950006 196.58703564235003 189.72816303425 14.451165964200003 24.393336510100003 13.602243858600003 13.845746551550002 194.59788170430002 13.511883313150003 188.27285108100003 192.39832633775004 16.385382841850003 185.98753508445003 8.6432548896500023 286.34948838025008 304.16392219750009 348.46570331020007 8.3434888241000014 199.17419511990002 201.65416293750005 150.69347026435003 157.77812180380002 192.19686994285004 22.151858238250004 16.505385645700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 7 -6 23 10 13 12 -12 14 -10 16 -16 -18 19 -13 -21 -22 -19 -5 27 -26 -27 28 -25 -30
right_child=3 2 -4 4 5 -7 -8 -9 9 -11 11 18 -14 -15 15 -17 17 22 -20 20 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.050977595469619143 -0.10003390469726099 -0.088489503882946685 0.015820620805292094 -0.0010683653599447387 -0.046001068817605989 -0.00022014668131154419 -0.0090701470971429124 -0.10105513976677338 -0.0041787137157692101 -0.0079672588031039892 0.086444449909182736 -0.077594985108009065 0.035385691029349638 -0.008019720321382786 -0.00058867706525766019 0.0022431938471431079 0.027227232832360743 0.098817844012185158 0.0022865879349330911 0.054892993599725708 -0.063181083648900557 0.039771629479678251 0.070570226325915683 -0.0002009042294706428 0.10035939934498328 -0.10057590375500379 -0.00078453001632286317 0.00032735212262801852 0.025306248020300477 0.0028146001383604798
leaf_weight=0.025875895837933593 0.0023989074778602007 0.033506342137116008 0.033751604107237654 18.147742450528305 0.012576578058967836 0.58380011574232071 0.04811720852740109 0.022974303603405133 1.1038557104184317 0.5484309253170031 0.091650227550417074 0.039367435267195106 0.099611390993231907 1.1318598827492676 0.52179613910266232 2.2184424682814097 0.069089991855435073 0.077336256916169077 0.54572657443350181 0.03113518888130784 0.034276471047633095 0.022985489344137022 0.067237740382552147 1.5444897709617254 0.010489706881341543 0.013034249182964142 14.4560660535917 4.6927395302556079 0.81344674435160857 1.0276533448486587
leaf_count=22 142 15 35 2478 37 86 32 13 26 84 12 14 37 25 12 54 17 30 19 5 31 36 14 32 1 7 1188 83 39 7
internal_value=-2.59705e-06 -0.0119387 -0.0361443 2.05729e-05 2.55759e-05 -0.0051915 -0.0398795 -0.0815791 9.91828e-05 0.00166239 0.00253468 0.0116776 0.0598524 0.00101118 0.00353024 0.00641102 0.0189829 0.0667792 -0.00200331 -0.020327 0.0051772 -0.0218549 0.0856806 -0.000154382 0.000580913 -0.000801087 -0.000874425 0.00305801 0.00684295 0.012752
internal_weight=48.0715 0.0931338 0.0672579 47.9783 47.9759 0.667468 0.0836681 0.0355509 47.3085 6.6028 6.05437 0.864753 0.191262 5.18962 4.05776 2.9539 0.73546 0.213664 0.673491 0.127765 0.0883971 0.057262 0.144574 40.7057 22.5579 14.4796 14.4691 8.07833 3.38559 1.8411
internal_count=4633 72 50 4561 4419 168 82 50 4251 416 332 154 49 178 153 127 73 61 105 86 72 67 44 3835 1357 1196 1195 161 78 46
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=19 5 6 3 15 15 15 15 4 12 3 13 7 0 16 7 7 4 19 16 13 9 8 16 2 4 15 8 16 18
split_gain=0.00152253 0.00337992 0.00178464 0.00535186 0.00622386 0.0388575 0.0195135 0.00563105 0.00437537 0.00862509 0.00806588 0.00516427 0.0167601 0.10368 0.00654857 0.00768368 0.00616364 0.00458245 0.00531834 0.00366238 0.0182193 0.00958774 0.0372666 0.00970052 0.00695938 0.0373809 0.0315517 0.00886669 0.0142495 0.00666243
threshold=14.651182102100002 22.533652790000001 16.455384477450004 92.738363209800013 37.408632939650005 37.050691080100002 35.645792850250011 33.787611863550005 240.79927845295001 160.67073594290002 93.14163192940002 117.56896250265002 23.913271136350005 85.882794977150013 22.614947116400003 23.276000438150003 23.050081659550006 206.71522889875004 14.551174033150001 22.644947046300004 117.54207792135001 184.83999455315004 8.0437227585500022 19.744953827700005 211.60292443180003 319.84476747495006 25.431518244350006 8.4434108459500017 22.544947280100004 15.502113896900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 4 5 6 7 -4 9 17 -11 12 13 -10 16 -16 -13 -5 -19 21 -21 22 23 -1 -23 26 -26 29 -29 -27
right_child=1 -3 3 8 -6 -7 -8 -9 11 10 -12 14 -14 -15 15 -17 -18 18 -20 20 -22 24 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0043630368168480508 0.0087510152261013954 -0.0018900205504979385 -0.046228484503454181 0.0010038427246988422 0.00067622844452652298 0.00010458848817371774 -0.10300602013122551 0.0013868993956751821 -0.00014705668181809293 -0.00046068104747229791 0.01635925798535821 -0.0019893787478509678 -0.00050172551908082602 -0.10149915022865093 -0.012417936038683554 -0.00040704101884450568 0.012632200688243396 -0.01262284777683686 0.0013815286936862262 -0.0031761538259154226 0.017256062573183999 0.00018964152914569142 0.093862612075078997 -0.083365653490816941 0.046856222905143317 -0.0017086505462514615 -0.10085215528801546 -0.097354787376378829 0.0077820619998241625 0.033187385744800506
leaf_weight=0.13484973360088659 0.60776280894060508 0.58659634649848158 0.078797155238931493 5.4309666374723689 0.54807121693738736 0.51556242766673677 0.056440669286530465 0.036268522748287069 0.52138535597640912 0.4984832704067228 0.66604166459222824 0.52033334293617961 1.4973145119147373 0.125161097945238 0.64282924233634764 3.1067139914975996 0.64652398693965552 0.58233129546019469 0.50750431256892625 1.1359119818600891 0.70869659018660502 28.024123722699809 0.052936200401745737 0.013903635521273827 0.018199377991052645 0.60239407089941377 0.070410609416057923 0.024270608744757283 0.027494526278559306 0.060177220154102429
leaf_count=1337 32 48 38 429 10 4 7 30 143 2 43 28 7 30 72 86 24 77 5 72 65 1534 17 23 22 112 75 29 21 211
internal_value=-9.44748e-07 0.00352479 -9.08193e-05 -0.000948637 -0.00727169 -0.0136117 -0.054844 -0.0312202 -0.000418997 0.00123204 0.00915936 -0.0022162 -0.00631182 -0.0197672 -0.000430252 -0.00246621 0.00611204 -0.000183675 -0.00610142 0.000353206 0.00467388 7.86522e-05 0.0218058 -0.00383676 -7.33624e-05 -0.00925262 -0.0705147 -0.00165336 -0.0415124 0.00146074
internal_weight=48.0485 1.19436 46.8541 15.9807 1.23514 0.687069 0.171506 0.115066 14.7456 7.68533 1.16452 7.06026 2.14386 0.646546 4.9164 3.74954 1.16686 6.5208 1.08984 30.8734 1.84461 29.0288 0.20169 0.148753 28.8271 0.802946 0.08861 0.714336 0.0517651 0.662571
internal_count=4633 80 4553 1035 89 79 75 68 946 556 45 390 180 173 210 158 52 511 82 3518 137 3381 1377 1360 2004 470 97 373 50 323
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=0 17 15 15 17 17 15 10 3 3 7 7 15 16 16 16 17 9 9 10 17 6 18 7 9 8 13 9 8 18
split_gain=0.00149582 0.0155461 0.0642298 0.036356 0.0327889 0.00748096 0.00647197 0.0510107 0.00982 0.00926481 0.00753142 0.00602085 0.0120986 0.00498989 0.00874833 0.00472419 0.00436388 0.013773 0.0752257 0.0128562 0.00493957 0.0042315 0.00423043 0.0164126 0.00381996 0.0233426 0.00420299 0.00419374 0.00656777 0.00376314
threshold=86.345209775600011 194.36188291790003 42.076928760450009 44.732387748900003 199.89028782265004 192.92322630085002 34.761639995350009 61.971648364950006 93.883646373400012 93.437362323750008 19.506002767000002 22.343045670750005 33.629340877950007 22.604947139800004 22.624947093000003 22.564947233300003 187.32964365115004 184.83999455315004 198.91155909545003 61.923256118600001 190.03457182425004 16.435384010100005 13.1052958007 22.435297587800004 184.36538191430003 7.8438787148500007 107.39583693700001 183.62474066035003 6.6448144527000013 13.378437733750003
decision_type=2 2 2 2 2 2 2 2 2 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 15 -4 -5 6 7 11 -9 -8 -10 12 -1 21 -15 -3 17 -16 19 -19 22 -11 23 -18 25 26 27 28 -2 -22
right_child=24 2 3 4 -6 -7 9 8 10 13 -12 -13 -14 14 16 -17 20 18 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00059773279900897933 -0.00094857572668094459 -0.059777151610676531 0.058023545839414985 -0.09096207728850314 0.040191969428286164 0.010141337577538103 -0.013017823513628034 0.089793073077190103 0.096656509042108707 -0.0010405910702977635 -0.10009305626845694 0.00093682833356412316 -0.1008895301635418 -0.013128811106628502 9.0271707783927323e-05 -0.10194372777398437 -0.0013653065533630723 -0.044495424340018068 0.0014633791335800842 -0.10188737972154234 -0.010547559312429391 0.0077219272173962867 -0.0005684778304307802 0.018950326204900649 0.00026214380500970815 0.10014367111171255 -0.10010389787775401 -0.082589603758219859 0.099695982458024524 0.0011847370878941272
leaf_weight=0.035906790034155978 0.10304765396381199 0.045950560395360163 0.089405128619546304 0.044977621378500032 0.033082263925639399 0.63670878439711565 0.66357325368880893 0.08050905325217167 0.0031506206983067386 1.0897411084218611 0.0050867950381663918 0.50559057340660729 0.018087244019170612 0.64702951257483743 1.9097957355843393 0.06299600510737946 1.0713844849942691 0.069242245035866179 0.5403083806286304 0.089456230575848394 0.59174885227912433 1.1149773997276495 2.048865772492718 0.63238669981686246 35.311091308528106 0.027148374530952424 0.0042589661898091427 0.0056995500199263907 0.0069192904219335096 0.50816684891469777
leaf_count=446 1163 22 19 49 20 69 25 21 9 27 213 5 13 43 25 24 36 24 39 39 40 27 24 34 2139 10 9 5 8 6
internal_value=-2.83608e-06 -0.000941644 -0.0243943 0.0144865 -0.0353782 -0.00041296 -0.000991026 0.00871762 0.0791528 -0.00156446 -0.0248409 -0.00245293 -0.0341941 -0.000827521 -0.00197451 -0.0841591 -0.00100724 -0.00430556 -0.0163156 -0.0768465 0.000765982 0.00339082 0.0024933 0.00617522 0.00032913 0.0164118 -0.00254313 0.00104917 0.00538414 -0.00512718
internal_weight=47.9963 12.5381 0.276412 0.167465 0.0780599 12.2617 11.625 0.648331 0.0887465 10.9767 0.00823742 0.559585 0.053994 10.3131 8.10838 0.108947 7.46136 2.6088 0.699007 0.158698 4.85255 2.20472 3.75264 1.70377 35.4582 0.147074 0.119925 0.115666 0.109967 1.09992
internal_count=4633 1299 134 88 69 1165 1096 707 243 389 222 464 459 364 310 46 267 127 102 63 140 54 94 70 3334 1195 1185 1176 1171 46
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=10 5 7 7 17 13 15 16 4 6 18 15 19 4 0 15 8 15 10 15 15 16 5 5 2 13 18 2 5 2
split_gain=0.00168732 0.00962554 0.00997543 0.00956904 0.00706596 0.00541011 0.00427225 0.00307925 0.00396427 0.0030225 0.00345758 0.0020124 0.00167832 0.00353403 0.00153819 0.00471914 0.0212982 0.0776806 0.0339364 0.00903328 0.0187584 0.00586633 0.00511742 0.0301439 0.0878581 0.0157259 0.0268377 0.00477096 0.00463862 0.00615419
threshold=60.87206898960001 30.133297129900004 21.698399695800003 21.207505591350003 168.97717400795003 122.52916775330002 30.632308446700005 21.074950717600004 254.21219862280003 16.495385412050002 11.80968402675 25.023320983300003 14.651182102100002 264.40103451365002 86.09518316945001 41.195083317300011 8.543332867800002 42.33967733730001 62.020040611300011 39.864684991950007 39.203018015350004 22.614947116400003 20.911722254300006 21.191508333600002 105.39281967610002 117.15225149240001 13.876389391100002 183.27506507165003 21.438877744300004 140.61735485095002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 7 9 8 -1 -3 -11 -12 14 -14 -2 19 17 -17 -19 20 22 -18 -16 24 -24 26 -26 -21 -25 -30
right_child=12 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13 13 -15 15 16 21 18 -20 27 -22 -23 23 28 25 -27 -28 -29 29 -31
leaf_value=-0.10003629049254195 -0.0012199555100766001 0.05072181021382334 0.10006879030239785 -0.10048626976825384 -0.0908903517496817 -0.10011389438018048 0.096763517387607328 0.095506040199445419 0.073056424276404727 -0.10012223915028413 0.081457782123414091 -0.043302785991351872 -0.0018358708243876043 0.0091160960241885216 0.00048522476790402729 0.079831175517188574 0.0036741171821853659 0.045504948456452678 -0.0065525010003813743 -0.0022679480255402853 0.017110623711200611 -0.0067900477756382971 -0.0011717529770929262 0.0027731405584142067 -0.10346107341582365 -0.10211763639714287 0.027222512995988758 -0.015012844678679386 -0.011893935039420463 -0.00075300177941960676
leaf_weight=0.0026671835540001965 9.3608575774952509 0.0063715222713653921 0.010846089804545045 0.0086708831368014216 0.020681413259108439 0.0038531386526301512 0.0058495643029452529 0.0049579574770177715 0.0026257001379051403 0.0046642115839703457 0.002566711946829614 0.0026050969524789025 0.57803804467130138 0.60095242751413025 25.752024599879988 0.16043535900814676 1.0639136238060021 0.15549267009191681 0.64337698968046197 0.57835862751016864 0.64181502792325673 1.0791729371267136 0.52407470531761546 2.6893208996162912 0.032682691442005307 0.12255455626655021 0.030268223451685117 0.59681001289484925 0.6099252199987294 2.6504232461520161
leaf_count=112 688 13 7 4 171 6 14 5 11 88 20 22 32 29 2814 27 29 30 71 19 29 33 59 43 9 15 33 60 33 107
internal_value=-3.35891e-06 -0.0148566 0.0176199 -0.0114822 -0.0536711 0.000905509 0.0235062 0.0388772 -0.0141682 -0.00293354 -0.0376901 0.0186145 2.03338e-05 0.00374654 -7.37553e-05 0.00021366 0.00394825 0.0163323 0.00358001 -0.000124836 0.000181483 -0.00159522 -0.000153751 -0.00262474 -0.0221067 -0.0812504 -0.0406254 -0.00874045 -0.000301247 -0.00283718
internal_weight=47.9469 0.0763595 0.0415741 0.030728 0.0347854 0.014104 0.0220571 0.0102508 0.00529288 0.0162075 0.00983602 0.00517181 47.8705 1.17899 46.6915 37.3306 3.10239 0.959305 0.79887 34.2283 33.0531 2.14309 32.4113 6.65925 0.70958 0.185505 0.0629509 1.17517 5.94967 3.26035
internal_count=4633 473 168 161 305 134 157 128 123 143 130 42 4160 61 4099 3411 190 128 101 3221 3142 62 3113 299 116 57 42 79 183 140
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=16 16 18 13 12 15 10 7 8 14 16 0 19 4 4 6 16 9 4 16 5 6 3 15 15 7 10 17 3 7
split_gain=0.00124844 0.0371383 0.0186758 0.0166692 0.0588568 0.0478198 0.0200323 0.03382 0.00968247 0.00934106 0.00930719 0.0124762 0.00626334 0.0238987 0.0433478 0.0133899 0.0130145 0.00827276 0.00824448 0.0077215 0.0275213 0.0295381 0.0198706 0.00684861 0.00491841 0.0351827 0.0447454 0.0187784 0.00724581 0.00470048
threshold=18.634956423400002 18.369957043050004 14.032563378150002 107.92277473060001 108.01934997995001 29.583625105200003 74.757955233350017 23.602039070650005 5.1459841250500009 144.12207640715005 18.554956610400005 95.746747857800017 12.651020723000002 199.85350004790004 274.52314445175006 13.665319288000001 17.684958644900004 202.05151640955003 327.2007166575001 15.454963859600001 17.456790312050007 13.705320222600003 77.709882260600011 24.212507723600002 27.063546193350003 25.688358367700005 70.940344688150006 176.44238483465003 87.399085362750014 19.975862989550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 6 -5 -6 7 8 -1 -8 11 -3 19 23 -15 16 17 18 -16 -11 21 22 -21 -14 25 26 27 28 -2 -30
right_child=24 2 -4 4 5 -7 9 -9 -10 12 -12 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.011038355175360233 0.10010996966438623 -0.090344992507411861 -0.092868686604123549 -0.10068960904935897 0.088617392292468788 -0.1001729120175972 0.10031469045088781 -0.10031153416615815 0.090063657603328684 -0.00025970368986207715 0.093676142822739006 0.10016544536674542 -0.010900766435162234 -0.097760016072408862 -0.10028736730748006 0.085924347966692294 0.067176013710258733 -0.10020260415230105 0.06187255635440763 0.034758773193390283 -0.0003108436252559799 0.076751436224208769 -0.098176023239680832 0.0023966915433000172 0.00010754264636109836 -0.0028846395579676365 0.099342036102013281 -0.10070370978070149 0.022654993031690041 -0.10051464948470326
leaf_weight=0.041265707586497835 0.0094972411170591853 0.011817643008776524 0.065472626288787694 0.026699722757703048 0.1020289775112061 0.015448217325797486 0.0091930571943511508 0.053363617350441928 0.012294813097099677 6.9335798465338181 0.0084961587764382784 0.0048475726507604113 0.61617889702285467 0.07410211345001716 0.0048186183462917151 0.018821755715180188 0.013308121080626734 0.016166957805353377 0.0089748557609254931 0.028159941097726349 0.49952516119083157 0.10787893983069807 0.018718809468225572 1.0427864594712444 37.548081151263226 0.50123310077469796 0.082896755644469522 0.01889025439731995 0.011522509921533697 0.0042379607912152997
leaf_count=378 3 85 140 46 234 56 1 88 10 1398 18 1 53 129 17 19 29 61 46 21 5 15 45 12 1591 5 14 18 93 2
internal_value=-3.39411e-06 -0.00101433 -0.0647282 -0.000415503 0.0333317 0.0637915 -0.000927715 -0.0439674 0.0121696 -0.000437737 0.00849643 -0.0349294 -0.000536449 -0.00584823 -0.0461179 0.0155147 -0.0151134 -0.0516655 0.00522354 0.000720227 0.0111048 0.0479519 -0.0183224 -0.0025423 0.000254367 0.00902908 0.0560326 -0.0252896 0.0311126 -0.0104651
internal_weight=47.9103 9.73395 0.090634 9.64331 0.144177 0.117477 9.49914 0.106924 0.0535605 9.39221 0.0251614 0.0166652 9.38302 1.79516 0.136192 0.0620903 0.0432686 0.0299604 0.0137935 7.58786 0.654283 0.154758 0.0468788 1.65897 38.1764 0.628278 0.127045 0.044148 0.0252577 0.0157605
internal_count=4633 2907 244 2663 336 290 2327 476 388 1851 104 86 1850 366 301 172 153 124 63 1484 86 81 66 65 1726 135 130 116 98 95
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=6 9 17 16 0 13 10 9 9 4 7 16 19 16 7 6 2 10 18 9 19 6 3 17 0 0 4 7 6 18
split_gain=0.00128071 0.00300678 0.0458068 0.0260113 0.0481996 0.0216895 0.0403218 0.0214674 0.0105914 0.00794419 0.00616968 0.00386979 0.00769053 0.00664455 0.00526351 0.00492375 0.0401376 0.0363251 0.00944821 0.00373155 0.00615114 0.00288746 0.0535576 0.0648934 0.0708925 0.0146445 0.0263756 0.0119049 0.00704859 0.00674784
threshold=16.455384477450004 190.36745536595001 187.81654873955003 22.644947046300004 85.769879735700016 117.67650082785001 61.998532946250002 185.62570708695003 192.57902085675002 173.16684681400002 19.052023743050004 22.614947116400003 14.251149826300002 22.624947093000003 22.995234593000003 16.535386346650004 112.39935172340002 61.885617704800005 13.431207332600001 205.22231928645002 14.451165964200003 16.245379570700006 92.813640037450014 199.05253715360001 90.321439350550008 87.345316200150009 306.04362940745006 20.714163848350005 16.375382608200002 12.899561312100003
decision_type=2 2 2 2 2 2 2 2 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 7 6 9 10 -3 -4 -2 12 -10 -13 -14 -15 -17 18 -18 20 -16 25 23 -23 -25 26 27 -1 -24 -27
right_child=1 8 5 -5 -6 -7 -8 -9 11 -11 -12 13 14 15 19 16 17 -19 -20 -21 -22 22 28 24 -26 29 -28 -29 -30 -31
leaf_value=0.024109823832403402 -0.0035515172713996949 -0.013494224561174564 -0.008051741114201089 0.00059534757181552221 -0.10207327587026283 0.095609422124413868 0.058334353063602129 0.084135698124517933 0.011612993129581965 -0.0843907645317587 -0.10102047973150122 -0.012650168966035623 0.008521477948123888 -0.00027012204819589798 -0.0093403250752544867 0.0023630582504504541 -0.037842796675378647 -0.10183450955161827 0.040538106695770654 0.0015521228830809302 0.00029792378575598292 0.078289720044533467 -0.0074913079225201731 -0.053928770023382977 0.054344638917297197 -0.04509451287290353 0.03334553541806734 -0.10131673347944617 0.0012094099500038202 -1.2390158705626904e-05
leaf_weight=0.0089902448194056628 0.017615272319701947 0.68580590521832974 0.028173107188195157 2.9809097081870277 0.068821105640381575 0.061074200144503266 0.12260631158410717 0.028289892264183436 0.61320489357313501 0.026411342684489802 0.010286669336075249 0.58930121291101034 0.62556747201597307 4.6598892119236837 1.1444262111326682 0.58890308041736705 0.031381571857309609 0.079246022352862155 0.030158857203787193 2.5703599149019283 1.571287169561401 0.1983832286205115 1.0611984963173053 0.11891187767469091 0.12304819562996272 0.033251339916889999 0.030889427824896121 0.04781578998467953 7.594283689226466 22.105624499906938
leaf_count=48 237 41 8 48 6 16 34 6 59 32 232 40 44 66 27 46 31 16 29 44 35 30 71 39 32 21 41 87 250 2917
internal_value=-3.29413e-06 -0.000715325 0.00196283 -0.00127874 -0.0459659 0.0442185 0.026505 0.0227518 -0.00139437 -0.0449893 -0.0394856 -0.000730712 0.000953314 -0.00256852 -0.000152397 -0.00146618 -0.00910435 -0.057072 0.000569 -0.00117889 -0.00376372 0.000372556 0.00187344 0.0358938 0.0011334 -0.000241653 -0.0410256 -0.0814665 0.000142665 -8.0101e-05
internal_weight=47.8561 16.5337 3.34419 3.10592 0.125013 0.238265 0.177191 0.0561918 13.1895 0.0545844 0.0279019 12.5037 6.52485 5.97888 5.91164 5.38958 0.72969 0.140786 0.0615404 5.28607 2.71571 31.3224 9.09583 0.440343 0.24196 22.2266 0.0876955 0.056806 8.65548 22.1389
internal_count=4633 1097 619 529 481 90 74 475 478 40 469 437 209 228 150 188 122 76 60 106 62 3536 422 101 71 3114 176 135 321 2938
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=7 18 10 17 7 6 7 6 12 19 10 9 17 17 10 0 18 2 2 18 9 9 16 18 9 17 7 2 9 16
split_gain=0.0012683 0.0171524 0.0414085 0.019685 0.0262352 0.0167716 0.0155209 0.0115159 0.00680899 0.0240568 0.0550274 0.0193355 0.0142076 0.0389604 0.0301416 0.0451449 0.0113392 0.0422273 0.0250018 0.0091718 0.00686082 0.00586996 0.00574972 0.00550227 0.0053686 0.0044093 0.00429265 0.00385971 0.00379989 0.00441196
threshold=23.109894804950002 13.344136431100003 62.334590212600006 199.24932835515003 23.032419884600003 15.825369757250002 22.580797808900005 16.525386113000007 176.29076601355004 14.351157895250003 61.944763783650011 195.74493321760002 188.13858192940003 190.19286262750003 62.00390986255001 86.393602021950016 13.055593598800002 145.83272221200002 97.889449657450015 12.98549864095 193.70978346765003 70.238863950400017 19.079955382750004 13.602243858600003 200.52256857420005 190.4716172434 22.907491544400003 192.72744941785001 34.081285676850008 11.864972254500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 5 6 22 -3 12 10 11 21 16 14 -14 -16 19 18 -18 -1 27 -10 23 -4 -22 -15 -5 -11 -25 -30
right_child=-2 2 3 26 -6 -7 -8 -9 9 20 -12 -13 13 25 15 -17 17 -19 -20 -21 24 -23 -24 28 -26 -27 -28 -29 29 -31
leaf_value=-0.00091088275272159882 0.00027122700933197353 -0.1015311506171237 -0.10005958192588248 -0.090008234642607099 0.10020632358893866 0.052825198402172202 -0.076295456965114083 -0.034243570360528705 0.0079690659116701378 0.0087946198133962896 -0.092107423446042072 0.10048510710314529 0.084830986685693346 -0.0041861490993704035 -0.035079666441046979 0.081906616930156814 0.0060633110509585759 -0.0010536493920474384 -0.096305133270541424 0.011945951574864611 -0.014938826025288213 -0.10039161493820577 0.095629354683823442 -0.072751219116871144 -0.00075373780534550533 0.0079561005889679532 -0.02554376341266797 -0.0031677066157285204 -0.032710152176753403 0.056708636462613697
leaf_weight=5.2755816995793978 37.244628747433964 0.063851702517539577 0.0050454371054371441 0.020617687078814839 0.032193566772320992 0.037777725757218161 0.036186758442532607 0.042274218125129437 0.016125774303049345 0.56855862668089707 0.089462018515629183 0.025341163855046034 0.11119529596180644 0.53080334176775046 0.077788529961935637 0.057274082399089821 0.033171917388699401 0.49713625502408831 0.084975106515841503 0.62008116765666343 0.55955864235821173 0.0072451419640530692 0.0070343693660106501 0.0044093064269929974 0.5099688598623402 0.68503746413625777 0.020700999710697943 0.51318169639329625 0.0081458514647110292 0.017103796186345832
leaf_count=545 3065 34 47 28 6 25 43 16 77 28 73 3 17 12 23 24 9 7 85 37 33 78 5 52 19 65 13 42 55 67
internal_value=-3.0199e-06 -0.000970475 -0.0247301 0.00331227 0.0203607 -0.00185581 -0.0283648 -0.0747278 -0.000286703 -0.00509357 -0.0455407 0.0399812 0.00109358 0.0100016 0.0462732 0.014529 -0.00090681 -0.0138249 -0.0675633 0.000441345 -0.00249568 -0.0256235 0.0131903 -0.00351961 -0.00817514 0.00265512 -0.057711 0.00311965 0.0129033 0.027861
internal_weight=47.8025 10.5578 0.295341 0.189215 0.147897 0.115703 0.0779255 0.106126 10.2625 2.28944 0.138174 0.0487121 7.97304 1.4621 0.246258 0.135063 6.51095 0.615283 0.118147 5.89566 2.15127 0.0233709 0.0417388 0.0347044 1.06953 1.21584 0.0413187 1.08174 0.029659 0.0252496
internal_count=4633 1568 391 341 300 294 269 50 1177 353 231 158 824 141 64 47 683 101 94 582 122 155 226 221 52 77 41 70 174 122
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=6 2 4 16 10 14 2 6 7 9 6 2 16 6 8 9 15 18 16 15 6 15 13 8 8 10 3 3 7 15
split_gain=0.00114691 0.00303823 0.040564 0.0179176 0.0147626 0.0502441 0.0138281 0.0115995 0.0164098 0.0115036 0.0128477 0.0243872 0.0235983 0.0199665 0.0121383 0.0125506 0.0153552 0.0111265 0.010003 0.015697 0.00800342 0.00718172 0.00371966 0.00404564 0.00349341 0.00430083 0.00759803 0.00281214 0.00750109 0.00613442
threshold=16.455384477450004 197.03438354685002 286.93691744620008 22.654947022900004 62.111448187750007 300.29716420680006 289.38090566025011 15.345358541850002 25.806080957700004 207.40106631805003 13.775321858200002 253.84121610105004 22.514947350300002 13.705320222600003 8.4434108459500017 196.40176798710004 26.384523135650003 17.959397566400003 18.924955745200005 23.757825964000002 13.665319288000001 24.212507723600002 99.658454437600014 3.1475436881500003 1.3489472949000001 78.290589216800015 83.613736315050019 93.017962855400015 23.695207782600004 39.203018015350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -5 8 21 14 13 -12 -13 17 15 16 22 -11 19 20 -17 -6 23 24 -7 26 -26 -2 -29 -30
right_child=27 2 3 6 5 9 -8 -9 -10 10 11 12 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=4.8201079281671534e-05 -0.0025884619297349334 0.094503159305189058 -0.0030598266070344608 0.075364164903069353 0.026191118665276028 -0.042762522441914114 -0.0084686873712907767 0.10061542168452141 0.092267141963238972 -0.070676071417317785 -0.10073478208899814 -0.087276626899717824 0.06558687105234097 0.10018481474894825 -0.10041782519220446 -0.014682273358823448 -0.10024557210964334 0.053661701366418381 0.062737745513745904 -0.086577688729964533 0.10012175752391486 -0.10033163116618829 0.065877116350098616 -0.076645706024344562 -0.10010126111455984 0.049088925141142117 0.035888314600534189 -0.00065635141126805553 -0.00045146250238124134 0.014310210013155095
leaf_weight=28.554877512912014 5.2519768849520014 0.048162520654632224 2.1358092543669942 0.057149209329452222 0.0088719347663184234 0.010410143662141991 0.030006859863959789 0.069519857410341501 0.021115788331371732 0.022447723176355794 0.043421524972785619 0.016573170671520643 0.025851493905065581 0.017960039665922523 0.0090016558096976951 0.01125272562239843 0.015595980135845622 0.01059334046387761 0.071454974811786087 0.013657194736310885 0.013190546800615266 0.0090756934805540368 0.010057058993453438 0.006155592975722545 0.0066416479443915924 0.024382741506229877 0.010772487577014545 10.078407086774829 0.49853674818859939 0.64669284024057561
leaf_count=2183 117 9 104 35 29 321 34 5 7 94 59 44 18 4 6 33 59 105 27 35 16 13 52 72 45 96 31 903 3 74
internal_value=-3.36605e-06 0.000352355 0.00354642 0.0019063 0.000402034 0.0169061 0.0465015 0.0761153 0.0325133 -0.00203542 -0.024434 -0.0480509 0.00587083 0.0153186 0.0130959 0.0183746 -0.0107024 -0.030812 0.0406731 -0.000707687 0.0472705 -0.0377885 0.00970858 2.96061e-05 0.00907019 0.0219799 -0.0159773 -0.000678596 0.000215105 0.00788422
internal_weight=47.7496 31.274 2.71913 2.67097 2.58381 0.448003 0.0871561 0.108583 0.0390634 0.33942 0.136847 0.0858462 0.0424247 0.0510011 0.202573 0.193571 0.0840157 0.0330411 0.109555 0.0381005 0.0244433 0.0179476 0.0684197 0.0583626 0.052207 0.0417969 0.0174141 16.4756 11.2236 1.14523
internal_count=4633 3536 1353 1344 1275 1171 69 54 49 1117 324 121 62 203 793 787 676 199 111 84 49 42 617 565 493 172 76 1097 980 77
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=19 13 13 5 9 13 8 16 6 5 6 3 13 5 5 7 9 8 15 8 15 17 7 7 9 0 10 17 18 8
split_gain=0.00113596 0.00787309 0.0557956 0.018876 0.0109992 0.00490388 0.00627321 0.00863526 0.0302879 0.0109308 0.0346564 0.00499626 0.0378065 0.0105986 0.00451322 0.00293238 0.00286852 0.0252778 0.0159097 0.00995247 0.00285243 0.00244767 0.00235185 0.00995069 0.00836449 0.0499712 0.0398941 0.00932909 0.00579123 0.00403801
threshold=14.451165964200003 117.15225149240001 115.13321943645001 20.971847224900007 197.00658341100004 117.45067034490002 8.4434108459500017 22.624947093000003 16.555386813950005 22.533652790000001 16.495385412050002 93.609423644100005 117.64961624655002 23.435546682850003 20.971847224900007 22.276766275150006 182.80199813410005 7.943800736700001 40.957632625650007 7.4441906275000003 32.355961258350007 196.01244718945003 22.791048179400004 22.995234593000003 192.20980299475005 86.780739992750014 61.950140699950005 186.69708271700003 13.141419083100002 8.2435668022500028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 -4 -2 -3 7 8 9 -7 -11 21 13 -13 -9 -16 17 18 19 20 -1 -8 24 28 29 26 -26 -28 -24 -18
right_child=1 5 3 -5 -6 6 11 14 -10 10 -12 12 -14 -15 15 -17 22 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0025599562715989733 -0.0026043448656493059 -0.0079576540270146559 0.087950211004479445 0.015212955025628881 -0.069260077244020862 0.07144413923549249 0.0042616369093333942 -0.0060380948074851282 0.0020427930513625191 -0.040925287278738696 0.084352053745335442 -0.09269938144039884 -1.6384725677895603e-05 -0.020188808648868406 -0.00024775292762469788 0.0098616180451806222 0.0040891222236065922 -0.093321494781201345 0.10022026172501085 -0.10064271111077139 0.064245528730224877 -0.0018862919277983015 -0.003516918036880123 -5.4391037562924574e-05 -0.020226273300361541 -0.0037072923079681784 0.099293524252603363 0.043279535648382217 -0.015781773143193279 -0.0022892329171440018
leaf_weight=0.13228344729338815 0.045382785727272501 0.6145847906849794 0.086317976471036673 0.06081343400728656 0.05446884450793732 0.10061605383998573 1.109381107438822 0.54084878496360023 0.51035164436325431 0.043109976101408876 0.045270882546901703 0.061274951440282055 0.63305562683262906 0.030040411461840222 0.54873091102217564 0.6013915922239903 1.6166235993187061 0.032168418729270343 0.015441690222360194 0.010423829662613571 0.0067157999295091022 1.5556961059464809 1.0599575839542783 34.290070156680599 0.051301977281951738 0.54945733342353265 0.099967692059628632 0.042321150804866647 0.60457364605258579 2.5710938017024318
leaf_count=1800 17 54 22 37 29 34 22 10 4 36 7 22 89 36 35 46 29 22 3 5 12 25 25 2005 22 20 48 19 34 64
internal_value=-1.90146e-06 0.00121153 0.0187305 0.0578859 -0.0389649 0.000534855 0.0014379 0.00536097 0.0147071 0.0489047 0.0232449 -0.00132875 -0.00869306 -0.0688453 0.00149562 0.00503837 -0.000198063 -0.012235 0.00358662 -0.0063997 0.000667775 0.000672882 -0.000140056 -0.000420922 0.001908 0.0116858 0.0553752 0.0826332 -0.00797163 0.000173063
internal_weight=47.7237 6.64134 0.246983 0.147131 0.0998516 6.39435 5.77977 2.39032 0.699349 0.188997 0.0883809 3.38945 0.724371 0.0913154 1.69097 1.15012 41.0824 0.197033 0.164865 0.149423 0.138999 2.66508 40.8854 35.9546 4.93077 0.743048 0.193591 0.142289 1.66453 4.18772
internal_count=4633 525 105 59 46 420 366 172 81 77 43 194 147 58 91 81 4108 1842 1820 1817 1812 47 2266 2064 202 109 89 67 59 93
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=19 2 7 2 14 14 18 9 5 15 9 2 2 9 9 4 10 6 16 0 13 6 0 18 7 18 6 13 13 6
split_gain=0.00120929 0.00324174 0.00137224 0.0204123 0.00800132 0.00923793 0.00591475 0.00531077 0.0197894 0.0352841 0.00989308 0.0438103 0.0477434 0.0108101 0.00460874 0.00417388 0.00690363 0.0202851 0.0986045 0.00949267 0.00502374 0.0146965 0.0281873 0.0185559 0.00341267 0.00997564 0.0485815 0.00404365 0.0742911 0.0382013
threshold=14.651182102100002 241.49325970385004 25.334697901700004 72.043920985000014 179.23559159270005 181.67250789200003 15.265416824250002 201.65416293750005 16.810410538500005 22.654569872000003 203.42345995920002 108.01392853780001 156.97960885415003 202.49517884540003 201.40496258350001 284.07887079910006 67.181880221750006 14.375335877400001 18.734956189500004 87.345316200150009 117.55283175385001 14.745344522600002 88.122280599850015 14.414681958350002 25.070284486400002 15.329371696850002 12.145283772600001 109.47132661375001 107.06246812885001 14.845346859150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 -5 -6 -4 14 9 -9 11 -10 -13 -14 24 16 19 -18 -19 -12 21 -17 -23 -24 25 27 -27 28 -1 -30
right_child=1 -3 3 4 5 -7 -8 8 10 -11 15 12 13 -15 -16 20 17 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00012491513700334819 0.0077323633056348429 -0.0028557208251211159 0.10013845758321867 -0.10050397537689404 0.096216425891157892 0.00068696777682177414 0.031236932213161563 0.0032656944560331479 0.0025223983694973228 -0.093780317654015538 0.00057950356914184464 -0.10256761246760467 -0.037610703289761793 0.020585918887650687 0.0090357687083999199 -0.079866549558524152 0.0013237231270244623 -0.00059099956976611594 -0.097632130396234418 0.013423761694853929 -0.004057413633538621 -0.082470439077667379 0.092146470382314397 -0.022151570130268212 -0.007753182651275347 0.0031631092629464379 0.095037360024359571 0.00049300309680887634 -0.099721139368580028 0.0082529741598275867
leaf_weight=3.7901884596925002 0.67004684443690965 0.50869379506912082 0.024354315362867918 0.0078030257718636467 0.010135632541277917 7.9851683215490272 0.025507836248420901 0.087842901368275217 0.55339767074292279 0.065326340889441781 3.113315460116326 0.097335110018320847 0.066362830503379655 0.061494083602156024 0.59298634080914681 0.035317845574581841 2.1091964141814974 0.57365904874624352 0.12808924171258695 0.7058568762440699 1.0525159807766611 0.02960593788233723 0.02988386208016891 0.027070341892112992 0.53891642896931458 0.53552192922741326 0.064485625901262722 24.039487125875088 0.11628284155173663 0.045623344299916546
leaf_count=548 70 10 6 3 8 1439 52 30 46 45 98 15 24 18 13 19 24 109 47 53 91 28 18 25 122 170 28 1256 146 72
internal_value=-1.58989e-07 0.003163 -8.03208e-05 0.00110669 0.000709291 0.00080807 0.0648907 -0.000328865 -0.00249638 -0.0381242 -0.00186059 -0.0126094 -0.0497951 -0.00962045 0.000308207 -0.000788264 0.000185029 -0.00357626 -0.0183038 0.00295337 -0.00628305 -0.0255033 -0.00332223 0.0378206 0.000130547 0.000279146 0.0130373 5.67172e-06 -0.00295863 -0.0692952
internal_weight=47.6915 1.17874 46.5127 8.05297 8.00311 7.9953 0.0498622 38.4598 8.73627 0.153169 8.5831 0.77859 0.225192 0.127857 29.7235 7.80451 6.63012 2.81094 0.701748 3.81917 1.17439 0.121878 0.0865601 0.0569542 29.1305 28.5916 0.600008 27.9916 3.95209 0.161906
internal_count=4633 80 4553 1508 1450 1447 58 3045 690 75 615 103 57 42 2355 512 331 180 156 151 181 90 71 43 2342 2220 198 2022 766 218
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=6 4 13 15 18 6 18 10 5 18 17 9 9 7 7 15 15 2 4 6 9 9 14 6 18 6 0 2 12 7
split_gain=0.00124019 0.00440565 0.00703963 0.0104738 0.0823889 0.0064868 0.0196294 0.0643831 0.0135927 0.00807793 0.00652595 0.00586426 0.00476083 0.00435471 0.0153208 0.00656176 0.00675495 0.00627942 0.00407184 0.00736683 0.00334786 0.0439702 0.00826561 0.00855007 0.00515962 0.0118225 0.0246145 0.00957227 0.005481 0.00442107
threshold=16.465384711100004 240.27283890470002 117.56896250265002 44.024213102900006 13.713893333650001 16.525386113000007 13.328768336950002 61.907125369850007 23.605484525250002 13.258241318650002 193.09202135800004 190.90230715925003 70.238863950400017 22.227765484150002 22.126303133300002 30.247508226550003 27.220712026400005 178.46521675150004 223.79242650755 16.495385412050002 190.36745536595001 189.34276022045003 164.59441174210002 14.935348962050002 13.360173059150002 16.375382608200002 86.135510041400025 108.63443756215001 66.834523482800009 23.209106085000005
decision_type=2 2 2 2 2 2 2 2 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 18 3 4 11 9 -7 8 -8 -4 -11 12 -3 14 15 16 17 -1 -2 -20 21 22 23 -15 25 27 -27 -22 -26 -30
right_child=1 2 5 -5 -6 6 7 -9 -10 10 -12 -13 -14 20 -16 -17 -18 -19 19 -21 24 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.058903784767490433 -0.00010985340395804435 0.0091626698129199501 -0.0029594046729692252 4.277314076327825e-06 -0.004615659842576867 -0.0011169632009026779 0.093232114662816598 -0.10175804349520033 -0.0092231819404208441 0.0014981702759907498 0.01433222289704497 -0.099441121015566264 -0.10031982480448065 -0.10138575540022761 0.081760081662968317 -0.079406331856964274 0.089728876861820878 0.018069119882387113 -0.0021782449004958781 0.01385805325063646 0.0054382617854741334 -0.076352179436537215 -0.00048408818814550404 -0.0034946866353344716 0.058722276761819237 0.0017414394747005014 0.024223224717163518 -0.013107085827015917 -0.0084543193610968469 0.00032837991457106451
leaf_weight=0.015429944469317891 7.5733794907761585 0.0097697694531869439 2.0663324010733963 1.0279743347460621 1.0312473697534335 0.54763000405178264 0.025926385300408583 0.078005526322158403 0.025869865668937564 1.0427049525897016 0.63900786170540858 0.10742619934626418 0.0066927570234123481 0.016576127236449856 0.029411827603011531 0.010007747144641144 0.0086607438148007532 0.033847816856089175 0.54324445589736547 0.6060493964603495 0.53473751788261059 0.078902349150581474 3.7928614823417397 0.019323923857882619 0.015970404725520804 1.6747168550220055 0.68668661802075792 0.58041446297329458 0.58705734768606888 24.200914810482605
leaf_count=203 571 48 45 29 48 49 9 19 33 10 48 27 71 12 21 34 17 148 8 41 11 37 1086 31 4 47 29 37 37 1823
internal_value=-3.11264e-06 -0.000743706 -0.00269125 -0.00733814 -0.0138723 -0.000398909 -0.00940435 -0.0443686 0.0420604 0.00122876 0.00637478 -0.0909242 -0.0353469 0.000348569 0.0214658 -0.00463369 0.00828183 -0.00603278 0.000731815 0.00627807 0.000284697 -0.0024589 -0.000936124 -0.0486939 0.000663794 0.00427167 0.00827905 -0.00421422 0.00015811 0.000120378
internal_weight=47.6168 15.3313 6.60859 2.18311 1.15514 4.42548 0.677432 0.129802 0.0517963 3.74805 1.68171 0.123889 0.0164625 32.2855 0.0973581 0.0679463 0.0579385 0.0492778 8.72267 1.14929 32.1882 3.90766 3.82876 0.0359001 28.2805 3.47656 2.3614 1.11515 24.8039 24.788
internal_count=4633 1056 436 223 194 213 110 61 42 103 58 146 119 3577 423 402 368 351 620 49 3154 1166 1129 43 1988 124 76 48 1864 1860
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=7 18 10 17 7 6 7 6 9 12 19 19 13 17 2 4 15 9 16 18 0 18 9 9 4 7 6 5 12 2
split_gain=0.00132326 0.0139384 0.0351645 0.017809 0.0238315 0.0142527 0.0127377 0.0119123 0.00890544 0.00561471 0.0198019 0.0496788 0.0191436 0.0125376 0.0345872 0.0317742 0.0344803 0.0171667 0.00863618 0.00842145 0.00813995 0.00761492 0.00627806 0.00627148 0.00525222 0.0052467 0.00426171 0.00328632 0.00684253 0.0032145
threshold=23.109894804950002 13.344136431100003 62.334590212600006 199.24932835515003 23.032419884600003 15.825369757250002 22.580797808900005 16.525386113000007 195.34352961910002 176.29076601355004 14.351157895250003 14.251149826300002 117.64961624655002 188.13858192940003 108.63443756215001 175.22798587345002 36.548474543700003 189.68479361675003 19.304954856600002 13.055593598800002 86.345209775600011 12.98549864095 193.70978346765003 200.52256857420005 376.61861354110005 22.502236473750006 7.1451669457000007 13.340155591900002 219.88098848225005 86.916594916350007
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 5 6 25 -3 -5 13 11 12 18 19 15 16 17 -15 24 21 -16 29 -12 -24 -11 26 -4 -28 -29 -1
right_child=-2 2 3 8 -6 -7 -8 -9 -10 10 22 -13 -14 14 20 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00093241068293799299 0.00027577626243862111 -0.10137463976461934 -0.10004545059162656 -0.0044149070785094802 0.10012275930666739 0.050241829720352106 -0.072591509768340806 -0.029517202567577189 -0.10078132765938426 0.04058118758491025 0.0028494055975811089 -0.10125453354092782 0.093639169382875614 0.082328287295116084 -0.0060218834804503197 0.081614267488966552 -0.060166991091108749 -5.4428794373821796e-05 -0.085401190300206181 -0.012206363397014067 0.010634924149310283 0.010692060730127824 -0.015360210567917899 -4.1315997181438495e-06 -0.10006342508594768 0.092230038137418979 0.10004263990837642 -0.10004473247806885 0.025416951229712315 -0.0041131139522621483
leaf_weight=3.1535774102321921 37.109932076630407 0.056750009622013209 0.0041133546114568978 0.017674485126155659 0.029300844758381572 0.035443802338031627 0.033263314667308919 0.038872939201667123 0.020964330456251901 0.016717547626535378 1.0779691152521453 0.067958771269388762 0.023843865739774373 0.054402241250499972 0.61137692138288435 0.11469503398984671 0.046190626453608274 0.047272982483264059 0.013501027375596664 0.60971019394060011 0.56406786784646101 0.61268588672098445 0.55300345011713126 0.51236980416030065 0.0031565385142507387 0.0067117147935675794 0.0034708986058831206 0.0056785768701033126 0.018538939788328435 2.1059147425102256
leaf_count=154 3065 34 76 32 6 25 43 16 9 100 70 30 18 37 33 28 14 14 41 101 15 37 33 19 42 16 3 74 57 391
internal_value=-4.2277e-06 -0.000997701 -0.0233901 0.00323585 0.0201993 -0.00164189 -0.0272624 -0.0721629 -0.0567006 -0.000402566 -0.00478887 -0.043449 0.0252063 0.000853817 0.00930111 0.0421155 0.0114774 0.0440252 -0.0236835 -0.00102021 0.00197132 0.000141249 -0.002531 -0.00797501 0.018243 0.0118875 -0.00506868 0.00904095 -0.00400158 -0.00108783
internal_weight=47.5691 10.4592 0.270783 0.17516 0.136521 0.107221 0.0717768 0.0956229 0.0386388 10.1884 2.26852 0.125178 0.057219 7.91989 1.43801 0.262561 0.147866 0.101675 0.0333751 6.48189 1.17544 5.87218 2.14334 1.06537 0.0198741 0.0385135 0.0318018 0.0276884 0.0242175 5.25949
internal_count=4633 1568 391 341 300 294 269 50 41 1177 353 231 201 824 141 93 65 51 183 683 48 582 122 52 142 226 210 134 131 545
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=8 9 17 15 9 3 19 5 9 16 8 9 19 2 2 16 7 16 18 7 5 5 13 7 9 18 19 6 15 8
split_gain=0.00124262 0.00665099 0.0116131 0.0024568 0.0150912 0.00468985 0.00164807 0.00427732 0.00876692 0.0309048 0.0264816 0.00687208 0.00572667 0.00691616 0.00598776 0.00780255 0.00407188 0.00227437 0.00783738 0.0878615 0.0104075 0.020149 0.0117953 0.0304507 0.019308 0.0163854 0.00894701 0.0605002 0.00683277 0.00673962
threshold=8.8430989333000021 205.73475031020004 182.37451917730002 34.969820938750011 213.03443802080002 89.614374862250017 14.451165964200003 24.393336510100003 201.16241229375001 22.584947186600004 8.543332867800002 199.39609444495002 14.551174033150001 116.68694986600001 181.47666917450002 22.704946905950003 23.131311951800004 22.564947233300003 13.713893333650001 23.727132803250004 19.079607437300002 17.886193876600004 113.98793627290001 23.032419884600003 188.55070358395002 13.328768336950002 14.251149826300002 16.445384243750002 39.203018015350004 5.1459841250500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 17 8 11 -10 -11 12 13 -8 15 -14 -15 18 19 20 21 -1 23 24 25 29 27 -24 -20 -22
right_child=1 3 -4 -5 5 -7 7 -9 9 10 -12 -13 14 16 -16 -17 -18 -19 28 -21 22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024523631230467562 0.014590700857380118 0.058281796666909351 -0.076572727934276455 0.00094847352649492656 -0.0080945386415608427 -0.07037293036607431 0.013907805953586694 -0.0069198635389389369 0.0028488172920516086 -0.0058200156727207771 0.087669105520065044 -0.0097960628344486156 -0.013239684337917751 -0.0022424441801876245 0.0063761479904368389 0.0024681725450132197 0.0064206634166073286 -0.0010768389485307521 -5.9598658755862144e-05 0.10099102917539429 -0.0038597398797556972 0.096924102523513023 0.094175339794967033 0.056946137706563232 -0.10119479725144012 -0.10131960160377865 0.00041099996974374619 0.0012434096652785428 -0.011597128942327473 0.10011294931089353
leaf_weight=0.023838694795557891 0.024702397791769637 0.018595350761017926 0.03217316495937439 0.5580365633513793 0.019437697507200369 0.031994285947796186 0.65810587391024578 0.5476428028493866 0.60440711564524452 0.045972447842359543 0.088867696221768711 0.54137521505077746 0.68949786621396902 1.0566542655287778 0.55942053852777451 0.58413732168264687 1.1151602974423438 16.625895771694324 19.215678628111338 0.09217491466552008 0.015047269318056777 0.031995995641239006 0.080919147054534846 0.030137018143250316 0.048969548399327323 0.012252296162979515 3.1145767358334524 0.52167938907868461 0.52738743402611632 0.010644842466717819
leaf_count=47 25 29 25 70 18 37 47 84 35 37 46 27 71 21 19 17 21 392 2636 4 295 28 27 10 10 49 109 316 68 13
internal_value=-3.92368e-06 -0.00423246 -0.0369783 -0.0012671 -0.0189226 -0.046836 5.79068e-05 0.00153678 0.00231598 0.0125063 0.0557949 0.000868506 0.00210667 0.00492713 -0.00224763 -0.00603547 0.0022058 -0.000179998 0.000448478 0.00449539 0.00220892 0.0450718 0.00158475 -0.0296714 -0.0597056 -0.00616138 0.00256898 0.0137227 -0.000367795 0.0392186
internal_weight=47.5274 0.684939 0.0568756 0.628064 0.0700273 0.051432 46.8424 6.49124 5.9436 0.739247 0.13484 5.20435 4.66298 2.82992 1.83306 1.27364 2.17181 40.3512 23.7253 3.98224 3.89006 0.0558347 3.83423 0.117051 0.086914 0.0379444 3.71718 0.602599 19.7431 0.0256921
internal_count=4633 204 50 154 84 55 4429 425 341 118 83 223 196 89 107 88 42 4004 3612 908 904 75 829 377 367 357 452 343 2704 308
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=19 2 6 3 8 4 12 3 13 7 0 10 9 4 5 4 4 19 9 0 16 14 16 7 10 16 13 13 9 8
split_gain=0.00167289 0.00281654 0.00119236 0.00343086 0.00382722 0.00333498 0.00461711 0.0071459 0.00441266 0.0101372 0.0818314 0.00433465 0.00722115 0.0283307 0.024599 0.0185201 0.0032191 0.00476475 0.00311925 0.00402938 0.00332493 0.0310034 0.0404587 0.00373552 0.00333742 0.00250177 0.0116602 0.00548295 0.00685813 0.0292187
threshold=14.651182102100002 241.49325970385004 16.455384477450004 92.738363209800013 8.4434108459500017 240.79927845295001 160.67073594290002 93.776108048150022 117.56896250265002 23.913271136350005 85.882794977150013 61.982402197500001 205.22231928645002 304.16392219750009 23.374630421750002 274.52314445175006 206.71522889875004 14.551174033150001 194.57718764590001 86.264556031700025 22.624947093000003 173.35860777470003 22.574947209950004 22.398098708400003 61.740440965750004 22.644947046300004 117.54207792135001 117.66037007905001 184.83999455315004 8.0437227585500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 25 4 -4 6 16 -8 9 10 -7 12 13 14 -10 -16 18 -18 20 -20 21 -5 -23 24 -22 27 -27 28 29 -1
right_child=1 -3 3 5 -6 8 7 -9 11 -11 -12 -13 -14 -15 15 -17 17 -19 19 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0028818757824096031 0.0080153096401319925 -0.0018569560179233829 -6.8005064852136475e-05 0.0012669659017928983 -0.011329053646589725 -0.00082097501303576847 0.014173383124294362 -0.0017312543068074755 -0.10173670817317999 -0.0013295916332954467 -0.10115356868173433 0.0024365119514297854 0.00030348682024928467 -0.0016413191297453352 0.034469508934418351 -0.058162863010459025 -0.011210553135211083 0.0020886934241411224 0.011204988200555398 0.00090033125253032508 0.0027239994031755615 0.087630788958609637 -0.10174939536485701 0.0053392968520864599 -0.0054822976657231378 -0.0023801851449772415 0.014166819164256127 -0.0096471182293954121 0.00011386005157019081 0.092180615706960803
leaf_weight=0.13545708133936329 0.6647156063481805 0.51126654504332691 0.58069380797678494 0.52355609443506468 0.62840615855139959 0.51663246886792391 0.62127058865735285 0.51805569452031364 0.05798455863259766 1.4889845470897851 0.096468610800002352 2.6409118685550084 1.5249704046118493 0.5536540502066849 0.038246275341862201 0.049539815770913265 0.57155838947634385 0.50956746355495852 0.5997087532990476 1.0332512236782347 0.89067885384429324 0.013796739830042704 0.061863561393693089 1.1330803087330421 1.117212652810849 1.1269025143181455 0.68455453932781996 0.57248656791807562 27.99066859900142 0.042470081971259788
leaf_count=1360 70 10 28 74 61 143 13 32 9 7 30 65 49 43 24 20 77 5 72 13 17 190 7 23 33 72 65 26 1978 17
internal_value=-1.40903e-06 0.00372327 -9.59667e-05 -0.000802143 -0.00592072 -0.000377113 0.00107253 0.00694149 -0.00195705 -0.0057857 -0.0166078 -0.00030286 -0.00355518 -0.0119683 -0.0511914 -0.0178052 3.65305e-05 -0.00494221 0.0010383 0.00468474 -0.000553733 -0.00738003 -0.0672157 0.000748548 -0.00184207 0.000268536 0.00387297 4.13597e-05 0.000238264 0.0198089
internal_weight=47.4986 1.17598 46.3226 15.7701 1.2091 14.561 7.5936 1.13933 6.96739 2.10209 0.613101 4.86531 2.2244 0.699425 0.145771 0.0877861 6.45427 1.08113 5.37315 1.63296 3.74019 0.599216 0.0756603 3.14097 2.00789 30.5525 1.81146 28.7411 28.1686 0.177927
internal_count=4633 80 4553 1035 89 946 556 45 390 180 173 210 145 96 53 44 511 82 429 85 344 271 197 73 50 3518 137 3381 3355 1377
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=10 5 7 7 17 13 15 16 4 18 19 19 4 12 0 15 4 16 16 9 14 6 15 15 5 5 2 13 18 18
split_gain=0.00160754 0.00953677 0.00916856 0.0084446 0.00605846 0.00459495 0.00371724 0.00302307 0.00341858 0.00284044 0.00363162 0.00179798 0.00306563 0.00174025 0.00131921 0.00365591 0.0154001 0.0171423 0.00650931 0.0257947 0.0264363 0.00483697 0.00476005 0.012389 0.00322214 0.0216312 0.0753076 0.0118015 0.0231876 0.00569756
threshold=60.87206898960001 30.133297129900004 21.698399695800003 21.207505591350003 168.97717400795003 122.52916775330002 30.632308446700005 21.074950717600004 254.21219862280003 11.80968402675 13.451085274650001 14.651182102100002 264.40103451365002 66.834523482800009 86.09518316945001 40.856592954650004 286.34948838025008 22.514947350300002 22.594947163200004 205.73475031020004 323.75256173445001 16.495385412050002 39.864684991950007 39.203018015350004 20.911722254300006 21.191508333600002 105.39281967610002 117.28936285705002 13.876389391100002 13.304953393500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 7 9 8 -1 10 -3 14 -13 -6 -2 22 17 -17 21 20 -20 -18 23 24 -16 26 -26 28 -28 -27
right_child=11 2 -4 -5 13 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 18 -19 19 -21 -22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.10003589004672263 -0.0011447481682809099 -0.10011101551899818 0.10006444662180279 -0.10042331254591814 -0.0054021527561102138 -0.10010093403426612 0.096071731118292661 0.093666675735593008 0.067558528889685499 0.040217407343289241 0.054742013107140823 -0.0013475088429426897 0.0089217312108105986 -0.10016192418275477 0.00034807937648752421 -0.0015379368478652372 -0.0043917887408031321 0.021772432325103792 -0.082449395035491174 -4.0103314973114484e-05 0.0044942005752316482 0.008797357495033362 -0.0064851646417897583 0.014110226244349669 -0.00072559824629153831 0.008551761712986725 -0.10213619997438157 -0.10198185778849977 0.019459039591649959 -0.0012933908314568599
leaf_weight=0.002542118104745833 9.2694121008909303 0.0045921283518093325 0.010215821908786893 0.0076117358403280369 0.0021796929322590577 0.003449125972110779 0.0052111553403264557 0.0045286796084837988 0.002335076899767613 0.0074327038460374473 0.0022597166487798859 0.56863592681656772 0.59474518647766672 0.017481468006296907 25.542209309156732 0.55050923962699305 0.55673956591139606 0.73894737656519283 0.087110137625131645 0.53264783058330067 0.058430670876987278 0.55550608623889275 1.1322027359476567 0.62010194523781947 0.52131635509431262 0.66210673514675011 0.034052332418866627 0.094469412972102873 0.029071778272736992 5.2391447292497304
leaf_count=112 688 69 7 4 8 6 14 5 11 49 25 32 29 163 2814 19 53 32 24 40 30 13 58 29 59 50 12 11 34 133
internal_value=-2.69765e-06 -0.0151631 0.0193282 -0.0110984 -0.0547536 -0.00137091 0.0237769 0.0348333 -0.0197959 -0.00259701 -0.049041 1.96458e-05 0.00390235 -0.0896566 -7.80754e-05 0.000189481 0.00348811 0.0118205 -0.00251282 -0.0102345 -0.0475439 0.00219547 -0.000110431 0.000110001 -0.000160264 -0.0021335 -0.0190374 -0.0796126 -0.0461356 -0.000188788
internal_weight=47.4572 0.0698394 0.0373233 0.0271074 0.0325162 0.012855 0.0194957 0.00940587 0.0048772 0.0142845 0.00685185 47.3874 1.16338 0.0196612 46.224 36.9546 3.07989 1.28946 1.79043 0.678189 0.145541 1.11225 33.8747 32.7425 32.1224 6.58016 0.67891 0.157594 0.0631241 5.90125
internal_count=4633 473 168 161 305 134 157 128 123 143 94 4160 61 171 4099 3411 211 51 160 94 54 66 3200 3142 3113 299 116 57 46 183
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=16 0 7 7 5 2 6 7 12 18 18 16 5 16 7 17 10 6 6 0 17 14 4 16 0 3 18 15 16 6
split_gain=0.00126366 0.00752491 0.0290166 0.0208884 0.00804514 0.0031605 0.00346508 0.00294802 0.0175114 0.0213051 0.0417068 0.00654382 0.00256732 0.0017921 0.00342507 0.0379911 0.018542 0.0139858 0.0138884 0.0187438 0.00895563 0.00539852 0.00747441 0.00395476 0.00246803 0.00543552 0.00489125 0.0104326 0.00853429 0.00726364
threshold=22.704946905950003 85.495657006400009 22.502236473750006 19.506002767000002 23.967536448650005 305.67240907785003 15.745367888000002 21.833224794850004 133.59172866980003 13.023955459300002 13.405741979600002 22.744946812400002 36.806659819600007 22.664946999500003 22.557405306150006 187.96055726210002 61.950140699950005 16.575387281250006 16.375382608200002 89.576736448400013 182.75517825115003 179.23559159270005 218.45625741980004 15.954962690350003 86.345209775600011 93.437362323750008 13.480563334700001 37.882159664350006 22.564947233300003 16.565387047600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -2 -9 -10 -11 -12 -8 14 15 16 -3 21 19 20 -18 -17 -23 -24 25 -16 27 -26 -29 -28
right_child=7 13 4 -5 -6 -7 12 8 9 10 11 -13 -14 -15 24 17 18 -19 -20 -21 -22 22 23 -25 26 -27 29 28 -30 -31
leaf_value=0.08539739254201309 -0.0011264361862729168 -0.066174152310877254 0.086971565822543992 -0.10071670864839384 -0.0064912333746059946 -0.1000497675659007 -0.016042151226407828 -0.00032981023295134397 0.088712360708952442 -0.068081447317724114 0.10026202943171812 0.032166785652245213 0.097316247779613105 -0.0023128030237009353 -0.0096566959045503754 0.096488406906206359 -0.0071943441954239453 -0.014324320008082229 0.034708397212229986 0.0014246752866318784 -0.10070692273216045 0.093259016960986318 0.032639025727202203 -0.1000740889962608 -0.00031655013799300816 -0.00072968691950057269 -0.00042005391006261211 0.0017437392298016688 0.013970503280911307 0.010664263094533256
leaf_weight=0.0061309171833252704 0.90095257637767534 0.0416901731023821 0.021023772549824571 0.048600610967097835 0.016389875672075171 0.0023917896308475592 0.015724767239515991 0.59359053343359847 0.053251102717240428 0.040087182916977326 0.027475539449369535 0.029015640446232283 0.0022886813256235419 3.2192653158111275 0.75060664557896295 0.062061058227982357 0.016173862459091026 0.018465425600879826 0.11214395250135567 0.53509613702862246 0.027920910932664356 0.010576371562819986 0.0047028587550812517 0.004297020035778587 3.6815960816451527 7.4700237270933671 26.80892971498783 1.0687470166012647 1.2254772794549351 0.60453429384787583
leaf_count=14 49 11 9 392 38 46 232 28 25 23 11 30 9 94 48 16 40 14 25 167 18 12 22 54 73 223 2812 27 32 39
internal_value=-3.89831e-06 -0.00010174 -0.0259269 -0.0617562 0.0460281 0.00959947 0.0204615 0.00271976 0.00738097 0.0379293 0.00992872 0.0652862 -0.00163951 -3.80854e-05 0.00013445 0.00648299 -0.00140831 0.0642688 0.00249732 -0.00373944 -0.0664067 0.0820457 0.0362592 -0.0307253 7.33717e-06 -0.00154479 0.00038948 0.00298181 0.00827476 -0.000175617
internal_weight=47.4192 45.7749 0.11255 0.0751368 0.0374136 0.0265362 0.0241444 1.64437 0.74342 0.149829 0.0965784 0.0564912 0.0180134 45.6623 42.443 0.833128 0.733025 0.100103 0.691335 0.579191 0.0440948 0.0816373 0.0195763 0.00899988 41.6099 8.22063 33.3893 5.97582 2.29422 27.4135
internal_count=4633 4467 740 693 47 301 255 166 117 89 64 41 241 3727 3633 379 261 118 250 225 58 104 88 76 3254 271 2983 132 59 2851
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=16 16 13 12 15 10 9 18 8 16 8 19 2 18 6 6 16 16 8 8 6 10 18 3 9 16 3 8 14 5
split_gain=0.00112188 0.0316676 0.0178621 0.0489364 0.0405152 0.0162632 0.031312 0.0156751 0.00987972 0.00790236 0.0109461 0.0051886 0.0209552 0.0444169 0.0277202 0.013896 0.00743836 0.00737306 0.00766776 0.00707077 0.00653681 0.0197386 0.0147585 0.0510711 0.0245429 0.0115839 0.0188778 0.00457959 0.00402637 0.00373033
threshold=18.634956423400002 18.369957043050004 107.92277473060001 108.01934997995001 29.583625105200003 74.757955233350017 194.57718764590001 14.032563378150002 5.1459841250500009 18.554956610400005 3.6471537973500001 12.651020723000002 80.759923107050014 15.454705336800002 13.665319288000001 11.215262042800001 15.404963976500001 17.684958644900004 7.3442686056500008 8.3434888241000014 12.410289964450003 78.537927364800012 14.646070254650002 82.234557294150008 216.07042296730003 14.744965519850002 81.699554126200013 7.4441906275000003 351.06300886445007 16.316541761950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 8 9 -1 10 -3 16 -13 -14 15 17 20 18 -15 -18 21 27 -22 24 25 26 -24 28 -7 -2
right_child=29 7 3 4 -6 11 -8 -9 -10 -11 -12 12 13 14 -16 -17 19 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0094089991326390902 0.0083367401487053384 0.08340476533343788 -0.10053174031606325 0.087072107278934913 -0.10014397258755053 0.072776084662889012 -0.10027282986760043 -0.091055504742793933 0.10029772424749701 0.091826466444420718 -0.10042637375609015 -0.0019874294004171484 -0.10154463366108796 0.050553185883012608 0.077252160789212723 -0.07931137924014782 0.01477402147404765 0.079245446052096102 -0.10010057120484755 0.0014047915208711603 0.00016071093963736352 0.00074123995499622574 -0.08295230167319026 -0.0013869560125368923 0.018173119617177068 -0.10201446736618153 0.040637295443992638 0.096097407257749359 -0.027207465746903133 0.00012115011147632706
leaf_weight=0.037180480331573729 0.56101451987706141 0.0050196080992471756 0.021689720796802217 0.094333921437455656 0.013173548326221862 0.0090574292386683686 0.046858163196866087 0.057758360903910955 0.010534621047554538 0.0074860053084080383 0.0091314790529395395 1.6182637703973624 0.067540404550164967 0.0063164033393832142 0.033817140593782824 0.032958035943025266 0.63772169753966768 0.011324779437927646 0.0072631280608703719 1.041951247025281 1.5268948574370003 3.6258154025410505 0.040166792606441848 0.51590477989657302 0.03075999842985766 0.091738589449960273 0.017852111253887415 0.025631780561525375 0.007252983962189318 37.179600089147769
leaf_count=401 41 3 46 234 56 25 71 140 4 18 83 38 98 48 33 63 84 24 62 12 14 1186 67 11 32 23 6 8 17 1685
internal_value=-2.76795e-06 -0.000964889 -0.000443203 0.0364876 0.0641314 -0.000948493 -0.0422089 -0.0638599 0.0148122 0.00873645 -0.0352186 -0.000531074 -0.00539321 -0.0400086 0.00532516 -0.0367119 0.000610474 0.0196636 -0.0300253 0.00648069 -0.00106325 0.00153025 -0.00534169 -0.0174056 -0.0631857 -0.0798967 -0.0449244 0.0697383 0.028315 0.000243275
internal_weight=47.392 9.6514 9.572 0.129197 0.107507 9.4428 0.0945733 0.0793955 0.0477151 0.0216371 0.0141511 9.34823 1.77748 0.15922 0.0916795 0.0578623 7.57075 0.0249043 0.0135795 1.67967 5.89107 3.66776 2.22332 0.696422 0.180517 0.149757 0.0580189 0.0419422 0.0163104 37.7406
internal_count=4633 2907 2663 336 290 2327 476 244 405 104 86 1851 366 328 230 197 1485 134 110 96 1389 1236 153 139 128 96 73 50 42 1726
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=12 0 13 18 16 17 12 3 10 8 0 17 3 18 7 7 17 6 0 0 17 8 18 6 9 3 13 13 5 18
split_gain=0.00110574 0.00531217 0.0888072 0.0132487 0.00671329 0.00968677 0.00398965 0.00163718 0.0691198 0.0672557 0.0578457 0.0309697 0.0237548 0.0749936 0.00583446 0.0474332 0.0119672 0.0105054 0.0127919 0.0100822 0.00707874 0.00633651 0.00504371 0.0109472 0.00334823 0.0229666 0.0211797 0.00987416 0.0559426 0.0573404
threshold=92.791843202150019 94.047642319350018 110.07622969305001 12.98549864095 18.734956189500004 183.32030055335002 95.011694655150009 85.589753040950015 68.846035804500005 8.4434108459500017 94.625660817400004 184.89106522365003 86.26455603170001 14.442085364750001 24.545313225450005 24.314922763450003 186.69708271700003 14.745344522600002 97.32487278035002 97.886760529650019 176.44238483465003 2.5480115570500002 14.365787915650001 14.845346859150002 208.34925031750001 89.883220675300024 113.0174028878 113.98793627290001 19.897785533950003 14.329845562450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -2 10 24 12 11 -8 -10 -14 15 16 17 18 21 -20 -21 -12 23 -17 27 26 -26 28 -9 -30
right_child=6 4 3 -5 -6 -7 7 8 9 -11 14 -13 13 -15 -16 22 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.1017184082367204 0.0081021958870738636 0.0008904074141210176 -0.0033029721360969717 0.032533751050708756 0.009910595650591927 -0.013382743437676509 0.076503741067632622 -0.057320502266297924 0.093396168461413298 -0.064863322384097671 0.029060567219777275 -0.10048124179541869 -0.096741199496617469 0.088622570249207389 0.00018897893164822723 -0.10023170342379216 -0.0053410802888817768 0.10028583191051477 0.10027475833002815 0.076622209164653163 -0.079795796674101957 -0.090709353663348521 -0.098374559903771752 0.10014701660037161 -0.024418827631502625 -0.00085405493250753075 0.07309617981532146 -1.2816115094514852e-05 -0.022950228506219039 0.093724710175395687
leaf_weight=0.09119690616312226 0.62207967499774852 2.5604329751463775 0.55560614271465525 0.12668311190645909 0.58448993560159568 0.5839259512803564 0.011235624003066103 0.17315093995782693 0.15153768052630301 0.044608275228483762 0.0067655856868203959 0.082370698302849377 0.031685699532366662 0.070141616242381133 11.828001142016765 0.0074229797921816498 0.55135608339472242 0.019775402848608792 0.018737320089712739 0.0048336315878216851 0.0072071457975084741 0.01272636972199237 0.0594845262586432 0.0043092560954391956 0.030157743320159081 0.64371048041249423 0.085189558474667137 28.186279303388538 0.1078167047559162 0.069128844691707769
leaf_count=29 36 48 71 37 41 83 33 84 65 28 28 130 49 38 1677 66 138 3 3 39 47 33 44 1 22 134 50 1209 349 18
internal_value=-4.51592e-06 -0.00149525 -0.00903711 0.00335096 6.91744e-05 -0.0017602 0.000152193 3.50216e-05 0.000441639 0.0483614 -0.000918916 -0.0792376 0.0682962 0.0309428 -0.000333392 -0.00925403 -0.000394736 0.0385399 0.0142501 0.054394 -0.0170036 -0.0491377 -0.0865558 -0.0266325 -4.5769e-05 0.00650919 0.0476007 -0.000220129 -0.0169109 0.0226322
internal_weight=47.332 4.50234 0.773486 0.682289 3.72885 3.14436 42.8297 42.2076 29.5934 0.297973 12.6142 0.0936063 0.253365 0.101827 12.5206 0.692618 0.621402 0.0700455 0.0502701 0.0307781 0.0120408 0.019492 0.0712168 0.0117322 29.2954 0.759058 0.115347 28.5364 0.350096 0.176946
internal_count=4633 309 137 108 172 131 4324 4288 2046 180 2242 163 152 87 2079 402 291 153 150 89 86 61 111 67 1866 206 72 1660 451 367
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=16 0 2 2 7 7 5 3 15 10 19 16 6 4 8 7 5 18 6 6 0 0 4 2 4 10 18 17 7 3
split_gain=0.00103461 0.00477499 0.0321277 0.0126471 0.0114852 0.0150948 0.00643856 0.00353146 0.0025752 0.00217546 0.00173195 0.00502106 0.0204102 0.020633 0.00624151 0.00546975 0.0059483 0.0110946 0.00306311 0.0047476 0.00430449 0.00416881 0.00361361 0.00349378 0.0598617 0.0362368 0.0260663 0.0126729 0.0160559 0.0110491
threshold=22.704946905950003 85.683849075550015 90.05676182820001 94.087390192850009 22.502236473750006 19.506002767000002 21.043187000650004 108.48197402175002 42.076928760450009 60.87206898960001 14.451165964200003 22.564947233300003 16.485385178400005 278.75859950360007 8.543332867800002 23.602039070650005 21.438877744300004 13.220529463200002 16.465384711100004 16.505385645700006 86.624809421150005 86.103248543850015 143.58239362595003 197.03438354685002 287.18105310725008 61.93938686740001 13.317304170000002 204.37664599445003 26.826254787300005 82.831394999100013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 7 -1 9 -2 -5 18 12 13 -12 15 16 -13 -18 22 -20 21 -21 -3 -24 -25 -26 -27 -28 29 -29
right_child=8 10 3 4 -6 -7 -8 -9 -10 -11 11 14 -14 -15 -16 -17 17 -19 19 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.039189613725706528 -0.0023586879329764378 0.029665650584017034 0.098595233279104577 0.0076726854696251671 0.00087788331135745662 -0.10083090011474005 -0.10038394665603761 -0.1000256955436768 0.0057284092576435283 0.091785379584164092 -0.059498777906878013 0.00015505304286127824 0.0030618231999898359 0.011138932019728437 0.012183559548505286 -0.0074582699174201772 -0.0017081910395423472 0.017419477864818518 -0.0065266993699851106 -0.0020490739722328556 -0.00454701889858456 0.0035601038064163788 -8.4709894935315136e-05 0.10078418542270529 -0.10195190421559466 0.079552646167018681 -0.00042781379952521148 0.082956541965742772 -0.042009462274844644 0.019923561075851758
leaf_weight=0.031271985952640108 0.659907752705293 0.041800251259700327 0.012454728172095031 0.017375574127498766 0.56673313108181522 0.02653126435769787 0.038191709007101143 0.0026445042923060871 0.9762835451938372 0.0037360282599365737 0.11952973274492151 2.5774722259375271 0.60638858268794138 0.063223286591892247 0.62272479960483895 0.59163030483250612 0.5611453118644929 0.65979337563629059 1.7286813831674388 2.5995661624219792 2.0917904733768182 2.7023980828525964 27.436232005676047 0.062081131152808111 0.033490420170196322 0.043436554022577289 2.2463596280576756 0.048227611283351624 0.024916485046503567 0.065685845972268453
leaf_count=13 100 15 11 95 111 324 92 168 66 18 39 43 47 24 47 62 32 32 43 41 54 34 1927 3 10 21 749 53 286 73
internal_value=-3.97362e-06 -9.25762e-05 -0.00829447 -0.00117234 -0.00318617 -0.0489876 -0.0728348 0.00891189 0.00246673 0.0225577 3.50237e-05 0.00164736 -0.005767 -0.0350617 0.00281458 0.00148559 0.00287867 0.00862837 -0.000204075 -0.00180871 -0.000705636 0.00080991 0.00028383 0.000242837 0.00380304 0.0013577 0.00278233 0.00138427 0.0307049 0.0466099
internal_weight=47.2617 45.6255 0.698939 0.629475 0.617021 0.0502874 0.0694637 0.0237561 1.63619 0.0211116 44.9266 5.80191 0.789142 0.182753 5.01277 4.39004 3.79841 1.22094 39.1247 9.12244 7.39375 5.30196 30.0022 29.9604 2.5242 2.46212 2.42863 2.38519 0.13883 0.113913
internal_count=4633 4467 832 727 716 605 105 281 166 113 3635 326 110 63 216 169 107 64 3309 172 129 75 3137 3122 1195 1192 1182 1161 412 126
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=19 2 12 12 18 13 17 4 13 9 3 12 7 17 8 9 16 16 9 13 8 17 2 16 10 8 6 8 6 15
split_gain=0.00127943 0.00235891 0.00218184 0.00118122 0.00508993 0.0745297 0.00563578 0.0114468 0.00339975 0.00596217 0.00388272 0.0033733 0.00146562 0.00822022 0.0243292 0.0330329 0.00480264 0.0460367 0.0281209 0.0142853 0.0241035 0.0105949 0.0112322 0.00893132 0.00655048 0.027188 0.00905206 0.0111443 0.00740946 0.00576054
threshold=14.651182102100002 241.49325970385004 66.834523482800009 92.791843202150019 14.295312909150001 110.07622969305001 190.19286262750003 143.58239362595003 104.72350955535002 200.15236065845002 84.737511813600022 95.011694655150009 23.109894804950002 191.06791329340004 8.4434108459500017 195.34352961910002 22.604947139800004 22.594947163200004 200.52256857420005 117.61735474900001 8.4434108459500017 189.5403704096 78.110129541750013 22.624947093000003 65.571493801650021 8.1436447804000007 16.405383309150004 8.3434888241000014 14.285333774550002 34.139075990150012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -6 -10 -5 13 16 -15 -16 17 18 19 21 29 22 -13 -18 26 28 27 -24 -26 -21
right_child=1 -3 3 11 8 -7 -8 -9 10 -11 -12 12 -14 14 15 -17 23 -19 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.025228941003087309 0.0072361355487108522 -0.0018229794185419862 0.011402767957117548 0.0073879505825416962 -0.011199183278704374 0.0036423066320869849 -0.10365446084343742 -0.10134625371374134 0.010369365571677742 0.00042392173768398503 -0.0015086434294256795 0.10020414440653286 0.00028075888563255783 -0.0036082645868058061 0.0061715009575964959 -0.089348999588214392 -0.012605248483316765 0.089636923556952963 -0.086210330329857962 0.038394952390037596 0.099992033894361801 0.052451094507801277 -0.020335917913321476 4.930844685442271e-05 0.0040476592136271805 -0.085650168345798874 -0.00059881229330190576 0.089377637215613315 0.099995842453671407 -0.10056335199389908
leaf_weight=0.034020713552755377 0.65585979994102561 0.51168551086448133 0.01519550511147745 0.61896437033280349 0.56417926375827754 0.64400775516245901 0.069023547926917672 0.022100949776268128 0.55941461282782234 2.0267203857152456 0.54167330577183748 0.011088129016569304 31.375877167988573 1.1040057923053073 0.065090616113593458 0.081577839472885216 0.61128013978811413 0.061972081009116553 0.035617961384040941 0.0043887100346199368 0.035627058699901681 0.039862362949293018 0.014824823801113829 6.3661717245313838 0.033065851120347989 0.041446063900366426 1.0421379836300637 0.024657134083099663 0.010637783117800836 0.0093158486888569314
leaf_count=33 70 10 3 36 37 71 6 48 13 52 33 3 2828 134 18 43 37 12 27 81 4 29 153 212 223 8 389 6 9 5
internal_value=-3.25195e-06 0.00326591 -8.61127e-05 -0.000104823 -0.00165479 -0.00916333 -0.0867304 -0.0554095 -0.000128818 -0.00210706 0.00452605 6.07416e-05 -4.99597e-05 -0.00113167 -0.0086919 -0.0469576 1.78599e-06 0.00542731 0.00142119 0.00388459 0.056639 0.00174744 3.1466e-05 -0.00105933 -0.000920502 -0.0276253 0.00118182 0.048182 0.0274021 -0.0560637
internal_weight=47.2315 1.16755 46.0639 46.0299 4.44232 0.750328 0.10632 0.0372965 3.69199 2.5909 1.10109 41.5876 40.9686 9.59277 1.25067 0.146668 8.34209 1.36464 1.30267 1.26705 0.0493316 1.21772 1.17786 6.97745 1.16677 0.0851497 1.08162 0.039482 0.0437036 0.0137046
internal_count=4633 80 4553 4520 263 128 57 51 135 89 46 4257 4221 1393 195 61 1198 949 937 910 90 820 791 249 788 240 548 159 232 86
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=9 19 4 14 7 9 16 16 5 13 5 7 6 9 6 0 14 17 4 15 12 19 17 7 13 16 5 7 2 10
split_gain=0.00192965 0.00103645 0.00268797 0.00118901 0.0108457 0.0226707 0.0409769 0.00705654 0.021394 0.00773537 0.0162045 0.00687995 0.00579629 0.00554002 0.00550515 0.0070159 0.00525675 0.0123161 0.00415833 0.00439332 0.00576533 0.00429778 0.00333402 0.0324392 0.0162241 0.0290246 0.0290213 0.0230267 0.0190332 0.0190533
threshold=21.030606243000005 14.651182102100002 264.40103451365002 261.28828383675005 22.958251375150002 184.83999455315004 22.764946765650006 15.454963859600001 16.810410538500005 102.83621194775002 14.608687763150002 22.557405306150006 16.535386346650004 206.57490536735003 13.400313096150002 100.92471821705001 256.87274144255008 190.68993848360003 264.40103451365002 12.38011581135 225.44236677700002 11.250907757600002 201.39543491635001 23.989000783400005 117.22752832010001 19.224955043700003 23.195398057700004 26.120741156850006 219.56639384385002 63.452988794850008
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 8 9 10 14 -5 22 -14 15 -6 -2 -18 -17 -20 -21 -22 -9 -24 25 27 -26 -25 -27 -30
right_child=1 2 -4 4 7 6 -8 12 -10 -11 -12 -13 13 -15 -16 18 17 -19 19 20 21 -23 23 24 26 28 -28 -29 29 -31
leaf_value=-0.10002534302246549 -5.126809613594433e-05 -0.0019752914112687136 0.0076328523408031122 -0.0021354105815242852 0.063835927887205865 -0.10096339927295093 0.063047293239422153 0.0008072143680018369 -0.10147813880133279 0.054818421419058641 -0.10023238595834122 0.074054431278746113 -0.013955056442744094 0.00024629004520220334 -0.10027291348771544 0.096600943536275408 -0.00091280698425321653 0.01659644005915004 0.023912868958510927 -0.1000968676349418 -0.072779582261596795 0.032538040774941115 -0.10080943252088814 -0.067642652736191106 -0.10088184728713807 0.078333442983846605 0.015123476536665332 -0.00030716453002762261 0.061006002911360428 -0.044321745463995178
leaf_weight=0.0019287352222850931 31.398994658929002 0.56850092934291641 0.59686641641746974 0.041680644137691014 0.019381348167541446 0.063664631849270847 0.02002472674848832 10.667627417110189 0.027801871583962079 0.01898307929513976 0.018014705273174059 0.016561211622160954 0.58313887430213707 0.51933727681353048 0.0045752500882372251 0.0035510331837826916 1.0747029906117997 0.64155491482097193 0.017041902157629352 0.010235902275837816 0.0060198307505885387 0.010873768055716937 0.034401535853249565 0.056064793344603459 0.043027867242926732 0.074841980404016795 0.043234921047741182 0.5393882793451894 0.032586770619673189 0.036312855000005584
leaf_count=142 2223 47 33 302 36 88 9 419 56 7 40 26 31 32 3 10 57 44 314 134 72 132 17 61 41 18 34 123 34 48
internal_value=-3.55799e-06 5.3016e-07 0.00294571 -7.4045e-05 -0.000888151 -0.028379 -0.0617198 -0.000582521 -0.0231992 -0.00317381 -0.0154475 0.0195294 -0.000338126 -0.00726531 0.00586106 0.0130975 0.000243295 0.00563233 -0.00750878 -0.0158784 -0.040874 -0.00499063 0.000324382 -0.00566576 -0.00170057 0.00308865 -0.04274 -0.00664713 0.0434194 0.00549407
internal_weight=47.1909 47.189 1.16537 46.0236 12.9084 0.141931 0.0836894 12.7664 0.136479 0.108677 0.0896937 0.0582419 12.63 1.10248 0.071679 0.0671038 33.1153 1.71626 0.0477224 0.0441714 0.0271295 0.0168936 11.5275 0.859859 0.825457 0.739195 0.0862628 0.595453 0.143742 0.0688996
internal_count=4633 4491 80 4411 2087 425 97 1662 804 748 741 328 858 63 701 698 2324 101 662 652 338 204 795 376 359 284 75 184 100 82
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=10 5 7 7 7 10 5 2 15 18 19 13 16 3 9 3 2 2 8 0 7 6 10 7 2 0 0 4 15 10
split_gain=0.00180617 0.00816852 0.00799926 0.00784968 0.00552652 0.00361843 0.00343066 0.00334349 0.00321899 0.00239205 0.0031832 0.00203557 0.00139604 0.0016088 0.0173114 0.0297566 0.0112004 0.0108195 0.00562099 0.00356437 0.00220459 0.00450281 0.00183415 0.0107523 0.0122345 0.0340535 0.0510564 0.00378153 0.00338121 0.00240291
threshold=60.87206898960001 30.133297129900004 21.698399695800003 21.207505591350003 20.797746106000002 57.027573863050009 29.110986871100003 52.497771754550008 30.632308446700005 11.80968402675 13.451085274650001 108.49810477050001 22.764946765650006 93.862138708350017 186.16747084260001 94.227769014100019 69.881082014850008 127.74713841330002 8.6432548896500023 85.769879735700016 22.375171215700004 16.575387281250006 61.987779113750001 23.164713644150002 86.916594916350007 86.692020874450009 86.103248543850015 286.34948838025008 48.268997165750008 61.993156030000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 6 -1 -7 9 10 -3 -9 13 19 20 16 -16 -17 -18 -2 21 -15 23 24 -21 26 -26 -25 -29 -24
right_child=12 2 -4 -5 -6 7 -8 11 -10 -11 -12 -13 -14 14 15 17 18 -19 -20 22 -22 -23 29 27 25 -27 -28 28 -30 -31
leaf_value=-0.10006636363413512 0.0079782288143695045 -0.10009752361588448 0.10005674926973739 -0.10040975697401454 -0.10016447451315852 0.099155171695081423 0.03684910826029146 0.075120556233768232 0.095551322460783156 0.038105686384297913 0.052401079900115416 -0.100084235406513 0.0047340836767492296 -0.0096761752767980987 0.008018229842144722 0.05378753179218311 -0.10044686070272138 -0.029295400999244131 -0.036041693207530263 0.0019004363578586589 0.0052202815031670855 0.0010724612653280317 0.0048620745928740607 0.0037317204063159457 -0.10150000890188876 -0.0039336206382236481 -0.0062147622121054864 -0.0061366183400701603 0.0018578932613759831 0.00010605254502768155
leaf_weight=0.0058815896328474337 0.56668299360899155 0.0039722379693605259 0.0086077673477120697 0.0071296956157311788 0.014193118867205756 0.0040099608522723438 0.0026567601772544691 0.0010013680286533599 0.0046256021324140298 0.0070565895877358342 0.002088413672538536 0.0019631576406595741 0.61943115215399203 0.54547118572136843 0.015125514590181299 0.036288405156387427 0.060471412726735174 0.027591877487026295 0.017464651116142704 0.52777493034955003 0.54381578732413993 1.3651430094455506 1.0939668072678603 2.0974170276895165 0.10485146906648879 0.52159113603727292 0.12127746851183474 1.090598642208221 1.0274410769925451 36.704273231528902
leaf_count=136 17 69 7 4 77 7 30 10 14 49 25 45 33 206 9 39 91 27 24 9 30 78 17 20 34 8 21 34 13 3450
internal_value=-4.63028e-06 -0.0169003 0.0169675 -0.0117876 -0.0550713 -0.0138143 -0.0574643 0.0396231 0.0238238 -0.00146981 -0.0475487 -0.0409029 1.80423e-05 -4.48248e-05 -0.00245615 -0.0346548 -0.070731 0.0179014 -0.0860143 9.87563e-05 -0.000397298 -0.00199622 -4.391e-06 -0.0017122 -0.0097569 -0.0179852 -0.0503966 0.000721929 -0.00225856 0.000243703
internal_weight=47.1499 0.0631863 0.0334803 0.0248725 0.029706 0.0155128 0.00853835 0.00697449 0.0177428 0.0131172 0.00606065 0.00296453 47.0867 46.4672 2.61137 0.156942 0.0930616 0.0638803 0.0779361 43.8559 2.45443 1.91061 43.2892 5.49095 1.2755 0.74772 0.226129 4.21546 2.11804 37.7982
internal_count=4633 473 168 161 305 228 166 62 157 143 94 55 4160 4127 504 190 124 66 115 3623 314 284 3606 139 72 63 55 67 47 3467
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=10 5 7 7 7 10 5 2 15 2 6 18 19 16 3 6 19 16 19 9 13 7 19 4 9 16 18 18 5 2
split_gain=0.00161248 0.0073112 0.00725807 0.00705772 0.00506958 0.00320264 0.00313961 0.00302133 0.00292296 0.00223213 0.00383388 0.00325496 0.0016701 0.00113617 0.00135475 0.0221741 0.0389903 0.013039 0.0174369 0.00955258 0.00917681 0.00596838 0.00199299 0.0056131 0.0231203 0.0037233 0.00630024 0.0389531 0.00353122 0.00893445
threshold=60.87206898960001 30.133297129900004 21.698399695800003 21.207505591350003 20.797746106000002 57.027573863050009 29.110986871100003 52.497771754550008 30.632308446700005 319.32263744460005 16.505385645700006 11.80968402675 12.551012654050002 22.764946765650006 93.883646373400012 16.545386580300001 14.351157895250003 22.664946999500003 14.551174033150001 186.70853236170004 117.56358558635002 19.506002767000002 14.451165964200003 179.89634997090005 189.68479361675003 22.534947303500005 13.602243858600003 13.845746551550002 21.438877744300004 191.54391932205002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 6 -1 -7 9 10 -3 -12 -9 14 22 16 20 18 19 -18 21 -16 -2 24 -24 -25 28 -28 -27 -30
right_child=13 2 -4 -5 -6 7 -8 12 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 25 -26 26 27 -29 29 -31
leaf_value=-0.1000600469047096 -0.00017102855073979732 0.10002044400994695 0.10005134720077631 -0.10037068697172657 -0.10014885386956425 0.098957010613679175 0.03362162630527811 0.062281291054928738 0.094628341939385685 -0.10004003531435945 -0.10008249718416112 0.0364972050420901 -0.10007838825314684 0.0042771091661202854 0.085891300882228905 0.00053083259348514998 -0.018615047027304387 -0.10076589253621618 0.036536062778939733 -0.10047620592804687 0.082136039377296133 -0.10013095351739119 0.071523608679313275 -0.0057292044845055554 -0.0091989720247177918 -0.001364248649090373 0.061035392176162023 -2.746015963425388e-06 0.013077556192949326 -0.0041332782152094958
leaf_weight=0.0053222013251338074 39.060787989321305 0.0036240258777979761 0.0077890290413051835 0.0064535988494753829 0.012844366609660041 0.0036352761544549148 0.0026225233165071415 0.0010024214708437285 0.0042242495240678571 0.0019439457814274539 0.0032445873465256625 0.0037751515146737802 0.0017217384708771988 0.61717583698918943 0.0025490298794468569 1.9258235773914056 0.024632190798911324 0.052547547877168199 0.023159341421055579 0.033836485200218647 0.028064484236381304 0.0053336838659271135 0.056518230645454248 0.65094950873253754 0.095327523202286102 2.5595233766362075 0.12763958459254343 0.57806928596801299 0.6575564467711954 0.55722185997568019
leaf_count=136 3308 7 7 4 77 7 30 12 14 46 73 17 43 33 9 205 13 39 20 47 29 126 37 59 32 20 20 85 38 40
internal_value=-5.83505e-06 -0.0166402 0.0164982 -0.0114744 -0.0545464 -0.0135979 -0.0559322 0.0392895 0.0226502 -0.00150461 0.0164916 -0.0266312 -0.0403342 1.47395e-05 -4.19069e-05 -0.00252624 -0.037133 -0.0619125 -0.0369008 -0.065989 0.0553584 -0.039977 7.55179e-05 0.00189847 0.0208466 0.00133772 0.00236455 0.0110371 0.000742986 0.0051829
internal_weight=47.1149 0.0582031 0.0310546 0.0232656 0.0271485 0.0143042 0.00794472 0.00635944 0.016812 0.0125877 0.0106438 0.00701974 0.00272416 47.0567 46.4395 2.09595 0.170123 0.134176 0.081628 0.0584687 0.0359472 0.00788271 44.3436 5.28281 0.151846 5.13096 4.48001 0.705709 3.7743 1.21478
internal_count=4633 473 168 161 305 228 166 62 157 143 97 90 55 4160 4127 488 283 119 80 60 164 135 3639 331 69 262 203 105 98 78
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=12 12 9 17 4 14 16 9 0 7 12 18 7 18 9 18 18 7 6 16 6 9 2 3 16 0 17 10 8 18
split_gain=0.00117247 0.00106842 0.00415257 0.00392224 0.0027268 0.0133347 0.0899788 0.00579951 0.0141499 0.00436603 0.00234294 0.0035158 0.00148587 0.0150641 0.0272672 0.0179052 0.0173011 0.0102983 0.0049529 0.0316895 0.0260511 0.0339662 0.0053938 0.00316069 0.0536693 0.052947 0.0398089 0.0349055 0.0443239 0.0339108
threshold=66.834523482800009 84.828830943350013 201.16241229375001 183.32030055335002 159.20292939725002 162.62753922915002 19.794953710800005 185.62570708695003 93.308316333500017 22.460452099450002 94.177001085000015 14.766942149300002 23.109894804950002 13.344136431100003 190.64005357525002 13.453871405300001 13.431207332600001 22.557405306150006 16.375382608200002 22.614947116400003 15.785368822600002 188.55070358395002 130.18547167755003 85.589753040950015 22.454947490600002 94.625660817400004 200.68261045605001 66.859265246100009 8.1436447804000007 14.319708078400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -3 9 -9 11 -7 13 18 16 -16 -15 -18 19 20 21 22 -12 25 26 -14 -25 29 -29 -28
right_child=1 4 -4 -5 5 10 -8 8 -10 -11 12 -13 23 14 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.018431291641174657 -0.00038582865828206678 -0.00064079159630324239 0.0014355052980429231 -0.012142592161112402 -0.10280595538186779 -0.0014690272140542679 0.05159843194498244 0.019011063960770219 0.004788636439699622 0.059774431917099059 0.094675288422551768 0.0097954713500940423 -0.081248101795671573 -0.053424341705699374 -0.017354656835414314 -0.10100407128631789 -0.0038012046588394226 0.079248001582527386 -0.00028758719313092061 -0.10097708936617132 0.065411746432482265 -0.095945308955036376 0.0067474672337608371 0.045453541343519505 2.3423819262433389e-05 -0.00047380199767044261 -0.016023338406122578 0.039556316777506609 -0.10057927952245493 0.079445182254243074
leaf_weight=0.034467594656183986 0.54216335661736648 1.0374073501892187 1.53276424437945 0.59538581181204187 0.079695820704869358 0.51664712370084476 0.071693750394842937 0.04291548021865299 0.55140452527848538 0.067764212551992387 0.013775577777611736 0.59753330761774137 0.081662064467882156 0.027750997002727429 0.04613676174394854 0.057455926392281587 0.027089389930745278 0.033267854647283102 8.1708209546013091 0.035560971384256845 0.045670304032563891 0.037029284285381436 0.014135338855723933 0.46044225188405541 19.152875501095195 12.970173029362265 0.084451168548661637 0.035109115953673609 0.063199308997354819 0.066507474693935364
leaf_count=37 34 55 57 35 17 13 27 26 56 31 75 37 139 31 22 31 228 55 751 19 38 11 76 224 469 1927 27 26 39 20
internal_value=-5.52992e-06 -1.90338e-05 -0.00196172 -0.00653924 9.7835e-05 -5.85503e-05 -0.0296845 0.004026 0.0113383 0.0439686 4.68879e-05 0.00457211 -7.48294e-05 -0.00125279 -0.0289676 -0.0637494 0.0119269 0.0419741 -0.000613983 -0.0188592 0.00754153 -0.0331567 0.0501447 0.000229685 0.00102404 -0.000979187 0.0280277 -0.00416118 -0.0505323 0.026037
internal_weight=47.093 47.0585 2.67031 1.13755 44.3882 42.6887 0.15139 1.69949 0.662084 0.11068 42.5373 1.11418 41.4231 8.50869 0.191701 0.103593 0.0881082 0.0603572 8.31699 0.146171 0.110611 0.0649402 0.0279109 32.9144 19.8626 13.0518 0.709709 0.249267 0.0983084 0.150959
internal_count=4633 4596 126 69 4470 4302 44 168 113 57 4258 50 4208 1337 367 53 314 283 970 219 200 162 151 2871 805 2066 336 112 65 47
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=19 2 4 9 9 19 9 13 19 19 6 7 18 16 9 9 8 17 9 6 6 6 2 2 10 13 10 7 15 15
split_gain=0.000884076 0.00250074 0.00108329 0.00494994 0.0194607 0.0279783 0.0157443 0.0246232 0.0163229 0.0125156 0.00312129 0.00445698 0.00801089 0.00517957 0.00394719 0.00292499 0.0055083 0.00597822 0.00721869 0.00512621 0.0375393 0.0439333 0.0352666 0.0179946 0.00837123 0.00698928 0.00424387 0.00362775 0.00264287 0.00545023
threshold=14.651182102100002 241.49325970385004 240.27283890470002 192.20980299475005 189.68479361675003 14.451165964200003 188.90361612170003 117.60122400020002 14.351157895250003 13.651101412550002 16.535386346650004 23.109894804950002 13.122774073950001 22.674946976100003 205.22231928645002 201.40496258350001 8.4434108459500017 197.18249712500003 197.47612518640003 14.135330269750002 15.975373262050001 14.935348962050002 190.3068252971 226.19683278270003 62.111448187750007 117.61735474900001 69.633754036750005 24.068567769550004 30.632308446700005 26.384523135650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 9 28 11 12 -5 15 -12 16 17 -13 -19 -17 21 26 -23 -24 25 -22 -21 -20 29 -4
right_child=1 -3 3 10 5 -7 -8 -9 -10 -11 14 13 -14 -15 -16 19 -18 18 27 20 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033905251451595198 0.0068705007303068765 -0.0025106847822750256 0.0028739285057141194 0.00038590677871391159 -0.091314496104629828 0.017101331283044346 0.062040801580598354 -0.10078756664522448 0.067606657326930164 -0.10040583758142346 -0.0083220869816033622 -0.0017513108325890121 -0.0142358741369355 0.0098554293992672553 0.00033290977285881362 0.0010736108065765423 0.0065589930985901906 0.013740000121757171 0.0059634832481948504 -0.052215127628215542 -0.013695330047269133 -0.061877918557992101 0.096966607038412256 -0.0053732239139558597 0.0089441884914856686 -0.00069749806426855246 -0.10096086384978689 -0.005680715946726516 0.067410675156443653 -0.10019885387561436
leaf_weight=26.563971022693057 0.64365032791101728 0.50875501986593008 0.08928122287717144 1.0192933713242731 0.061570249059730742 0.038805578383289685 0.038352828637389536 0.024899302134965495 0.033915881412440285 0.013878304954106468 1.0720808349306303 4.6122223149256634 0.59250481846016656 0.57441059055418087 1.0362550806576107 3.787302263381445 1.6797542770254947 0.62429534891768401 0.54146646894514538 0.022731547316653056 0.56860664286432516 0.056008363011642359 0.033848247840069234 0.034892439732345792 0.6262426811736076 1.5186078776969223 0.083344923133001458 0.52891283874384953 0.0056405065118312328 0.005442862013426363
leaf_count=1971 70 10 1103 32 37 13 16 46 33 29 36 96 44 46 50 461 27 53 6 12 53 16 8 32 43 32 127 49 22 60
internal_value=-6.656e-06 0.00272897 -7.53561e-05 -0.000645011 -0.013143 -0.0494006 0.00407182 -0.00877517 0.00668827 -0.0113969 -0.00044006 1.24353e-05 -0.00498913 0.000539585 -0.00406812 0.000176014 0.00147024 0.000114923 0.00519406 -0.00135951 -0.0044893 -0.0432037 -0.0029741 0.0450194 -0.00119598 -0.00423842 -0.0905149 0.000209666 0.000911175 -0.00304865
internal_weight=47.0409 1.15241 45.8885 19.3246 0.311787 0.100376 0.211411 0.173058 0.148159 0.114243 19.0128 16.9044 1.6118 15.2926 2.10834 14.7182 7.98665 6.3069 1.69467 6.73158 2.94428 0.230826 0.124749 0.0687407 2.71346 2.08721 0.106076 1.07038 0.100365 0.0947241
internal_count=4633 80 4553 2582 1359 50 1309 1293 1247 1214 1223 1137 76 1061 86 1015 231 204 108 784 323 195 56 40 128 85 139 55 1185 1163
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=16 10 7 15 19 6 9 12 15 4 2 5 5 18 9 2 3 5 10 17 10 17 6 6 5 3 2 0 10 10
split_gain=0.00088948 0.0109652 0.0277406 0.0286349 0.00712813 0.00538295 0.0342788 0.030577 0.00435977 0.00708165 0.0096397 0.00426953 0.00760639 0.00666419 0.0383004 0.00678474 0.0123741 0.00489432 0.0169702 0.00471373 0.0192143 0.0430891 0.00397897 0.0107187 0.003197 0.00648354 0.0127747 0.0459247 0.0111816 0.022094
threshold=22.594947163200004 61.966271448700006 23.164713644150002 36.548474543700003 13.851117550450002 16.565387047600002 204.68881850780005 117.26476561030002 33.423812040500003 154.38970227190003 72.043920985000014 21.701709660250007 22.127107789600004 13.531614672700002 198.91155909545003 200.24623605120004 93.668569722950011 20.911722254300006 61.966271448700006 201.23649604560003 61.971648364950006 199.05253715360001 16.405383309150004 16.485385178400005 24.225659292200003 93.216908757050007 102.91212950120001 86.345209775600011 62.084563606450011 62.095317438950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 7 -7 -2 -10 -11 17 -13 15 -15 22 -17 -12 -19 20 -16 -22 -14 -24 25 -3 -27 28 -28 -30
right_child=8 5 -4 -5 -6 6 -8 -9 9 10 11 12 13 14 19 16 -18 18 -20 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=0.0067647786908505191 0.0082280490440207136 0.00019900381904091474 -0.10068871464303486 0.094284538884333413 -0.10041116701996902 -0.054669420585133577 0.00054509025444176478 0.10042997197549411 -0.047686252933819104 0.05562902670899747 -0.00076897240848589955 0.010612074891089928 -0.0075198544429446561 0.079843287018839082 0.069316240133467225 -0.018324831243246124 -0.00014239855196597213 -0.0012804188902700124 -0.019118025629674202 -0.0023460286399534826 -0.089615049295158372 0.064684096446055356 0.013277602847288589 -0.00034579116335874404 0.0053689078001483443 0.00056499978106798183 -0.1011335054011317 -0.0042514847389463857 0.069068485886937245 -0.075554172935530753
leaf_weight=0.018659753402551327 0.54721971295657468 25.56552783120479 0.013340896515245504 0.058122277425468383 0.0092976102289270557 0.01579592237032057 0.56683496346152751 0.06508088341834084 0.032205269177214002 0.030273784883322885 5.6022022404149556 0.70860811848979111 0.56052588976041295 0.068955421123973681 0.047059316313607269 0.59207455472642312 1.0175636575404938 2.0583195666549732 0.71989161311648775 0.54942103458506608 0.036337219015877054 0.036057437242561718 0.65892192123681059 4.6751524609444459 1.0729858930831664 1.0450924025858732 0.064512594070038065 0.50945982243865728 0.013943847268819809 0.043571654443153918
leaf_count=371 27 3033 9 10 71 21 74 89 27 26 58 41 34 18 33 42 61 23 59 62 39 12 40 130 69 31 25 4 2 92
internal_value=-6.97619e-06 0.000334816 0.033488 0.0542832 -0.0288781 0.000221011 0.00923481 0.0701378 -0.000560643 -0.000837145 -0.00075024 -0.000848723 0.000670013 -0.000184752 0.00888365 -0.00107637 -0.00683046 -0.0024708 -0.00590251 0.0015683 0.019572 -0.0127636 0.000494894 0.00133712 1.48187e-05 -0.000196063 -0.00622029 -0.0174497 -0.0725515 -0.0404924
internal_weight=47.003 29.0622 0.0994205 0.0860796 0.0279574 28.9628 0.647712 0.0808768 17.9408 17.3936 17.3614 17.3311 8.95068 8.24207 0.73783 7.50424 1.60964 8.38041 2.77821 0.668875 0.119454 0.0723947 5.8946 5.33407 28.3151 27.2421 1.67658 0.631488 0.122028 0.0575155
internal_count=4633 3901 461 452 442 3440 184 110 732 705 678 652 512 471 164 307 103 140 82 146 84 51 204 170 3256 3187 154 123 119 94
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=18 0 13 5 16 7 13 15 7 15 10 12 12 3 6 16 18 12 7 6 16 16 18 7 9 9 17 0 7 6
split_gain=0.00112094 0.0125375 0.0313195 0.0262656 0.00782367 0.00680955 0.0253067 0.0351305 0.0152393 0.00889328 0.00697076 0.00867835 0.00771083 0.00636112 0.00717902 0.0565284 0.00699696 0.0419048 0.0288433 0.0214325 0.0280645 0.00468812 0.0041484 0.00858328 0.0373993 0.0212368 0.00841103 0.00637124 0.00323992 0.00315945
threshold=13.480563334700001 86.264556031700025 117.55820867010002 24.082771358500001 22.794946695500006 23.209106085000005 117.56896250265002 31.264641197600003 23.109894804950002 31.028113015250003 66.439865777750015 82.846568806150017 144.66294237600002 92.367355987800025 16.375382608200002 22.614947116400003 12.964611930900002 221.15890037120002 22.995234593000003 15.785368822600002 20.719951547750004 11.949972055800002 13.531614672700002 23.473156321500003 194.03220695150003 197.89372115420002 196.01244718945003 90.490812212800009 20.714163848350005 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -4 -5 6 7 8 9 10 -3 -12 -13 16 15 -15 -1 18 19 20 -18 28 -7 24 26 27 -24 -26 -14 -16
right_child=1 5 3 4 -6 22 -8 -9 -10 -11 11 12 21 14 29 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0010389489679422553 -0.097973322753270392 -0.10017868022455888 0.03022184275599786 -0.10062208111293276 0.00064248420706950805 -0.0086402069623496731 0.10030466613624023 -0.086312184657316493 -0.10062820921370173 0.097676296089697856 0.09965176859012384 -0.10024904649344464 0.047296765692702358 -0.00018065526804964533 0.0020079633077147866 -0.10082173575693761 0.061336424201709761 -0.00070547134723894121 0.093602980310188696 0.076957065343505895 -0.082848859926461835 0.048632842612238325 -0.021177362635199166 -0.00011197059403989295 0.10034539518823826 0.010651814381295862 -0.10180688973623797 0.038680817408952781 -0.063642221674074795 -0.00072114321097392956
leaf_weight=0.53187325985811884 0.045991882609643819 0.0052081146774191059 0.083201379689853638 0.026173404728524474 0.010768488315079594 0.56038333685137587 0.015670701395720243 0.067878324199853068 0.010561503930006211 0.014597472094465047 0.011044484205008587 0.006492925434602447 0.0038030699393516451 0.53594848967518061 7.588951998582453 0.062297855770907518 0.022890398592174677 0.50326498824165355 0.094477185106370598 0.034075518604367971 0.032904775667702779 0.020297997147338265 0.032313440606219213 26.822422353556156 0.053030580515041947 0.096965727367205545 0.021576849440748447 0.024494495242834091 0.0085525444643934634 9.6183797246537388
leaf_count=29 48 18 18 55 18 9 2 33 17 5 5 54 28 165 219 37 39 20 32 15 10 88 39 2649 59 21 13 5 66 817
internal_value=-5.44039e-06 -0.000408561 -0.0277977 -0.000933925 -0.0711037 -0.000244736 -0.0205547 -0.033314 0.0113423 0.028237 0.00994005 0.0213666 -0.000720123 0.000586609 0.000108073 -0.0106608 0.00757365 0.0142356 0.0550242 0.0144679 -0.0236957 0.0190705 -0.000124023 5.23975e-05 0.0193568 0.0418458 -0.0534602 0.0808621 -0.0294951 0.000482475
internal_weight=46.9665 27.9414 0.166135 0.120143 0.0369419 27.7753 0.164107 0.148436 0.0805581 0.0699966 0.0553991 0.050191 0.0391465 19.0251 17.8056 0.598246 1.21949 0.687613 0.184348 0.0898707 0.0557952 0.0326536 27.6112 27.0508 0.228381 0.174491 0.0538903 0.0775251 0.0123556 17.2073
internal_count=4633 3250 139 91 73 3111 316 314 281 264 259 241 236 1383 1238 202 145 116 96 64 49 182 2795 2786 137 85 52 64 94 1036
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=14 9 6 8 15 17 17 9 19 3 13 9 16 6 6 9 2 18 9 17 16 18 19 9 17 8 2 4 4 15
split_gain=0.0017335 0.00830074 0.00575921 0.00120227 0.00944881 0.00911099 0.00181787 0.0017873 0.00174332 0.00327459 0.00443343 0.00800044 0.00739552 0.0517202 0.0118778 0.00469596 0.00324288 0.00391712 0.00310326 0.00308139 0.00243919 0.00713925 0.0114264 0.0645007 0.0174922 0.0118998 0.0108253 0.0136365 0.0111045 0.0061522
threshold=144.12207640715005 193.49750438550004 16.485385178400005 8.8430989333000021 35.133229767950006 196.58703564235003 189.72816303425 21.030606243000005 14.451165964200003 94.109476856350014 117.53132408880002 196.51002155900002 22.674946976100003 16.545386580300001 16.465384711100004 201.16241229375001 106.99702195580001 13.758874730250001 188.90361612170003 195.44378352670003 22.564947233300003 13.713893333650001 14.251149826300002 195.13041324455003 190.68993848360003 8.3434888241000014 103.92649527695001 208.25848595475003 241.58130306185004 26.912781836550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -2 20 10 16 12 13 14 -12 -13 -10 18 -18 -20 21 22 23 24 25 26 29 -28 -29 -9
right_child=3 2 -4 4 -6 -7 -8 8 9 -11 11 15 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.029874770773201338 -0.10002357206047735 -0.072904055619508149 -0.002185375428369077 -0.049442750699149891 -3.323109768213842e-05 -0.0081013989474858477 -0.10072443869842734 -0.028080494679161377 0.0060973603227654632 -0.0054404393192727966 0.034197112365879544 -0.0036139119689493522 0.0023823590500793934 0.001337170674400291 0.083198274760111435 0.0076007813764121905 0.0015859161441522118 0.0044326553184964208 -0.0024622076491627089 -0.01309959251174859 -0.0010960422653202334 -0.0002867474978958616 0.0017718588805880368 0.088431322099640539 0.093830184374185499 -0.072835183266829362 -0.088993279166696818 0.070442929650309266 0.00024906992938742827 0.098883847251258192
leaf_weight=0.025912609683579002 0.001783602123281435 0.025341808097437024 0.021107485226821154 0.011105449450339644 0.56774955068141253 0.040140672149490797 0.01830880151828751 0.0048743319749082739 0.59256365202600036 0.59532464524991713 0.090509311226810718 1.0461292047540665 0.57364347536349669 0.53544504521414638 0.109091911724704 0.58060468032181223 0.50887719832826439 0.63306767828498767 0.53540731919684936 0.55419006117894343 16.458055289581594 19.510381315759975 3.1437250036683508 0.10439930949360132 0.020803840607612756 0.021303825778886676 0.016513988075164132 0.02353158841752967 0.53336766870721686 0.0175861186002777
leaf_count=32 142 9 31 37 86 32 13 77 53 65 26 34 17 10 36 55 7 67 21 25 389 2558 116 14 18 5 274 113 254 17
internal_value=-5.26003e-06 -0.0154711 -0.0407681 1.86284e-05 -0.00429511 -0.0390831 -0.0813629 7.81196e-05 8.19834e-05 0.00162017 0.00234998 0.00507131 0.0108918 0.0175328 0.0609787 0.000388773 -0.000478617 -0.0022248 -0.00486145 -0.00787258 -0.000163283 0.000492859 0.00440691 0.0155654 0.00364167 0.000601589 0.00322712 0.000559537 0.00321509 0.0713302
internal_weight=46.9208 0.0723619 0.0464493 46.8485 0.637304 0.0695549 0.0294143 46.2112 46.2094 6.35485 5.75953 2.93542 1.30869 0.735046 0.199601 1.62673 2.82411 2.23154 1.59847 1.0896 39.8545 23.3965 3.88611 0.742381 0.637981 0.617178 0.595874 0.573413 0.556899 0.0224605
internal_count=4633 72 40 4561 168 82 50 4393 4251 416 351 178 89 72 62 89 173 120 53 46 3835 3446 888 772 758 740 735 641 367 94
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=14 9 6 17 17 15 8 8 12 16 16 16 0 12 18 17 8 9 16 7 4 13 9 10 7 12 7 18 10 18
split_gain=0.00144584 0.00690827 0.00508739 0.00105414 0.0148855 0.0826609 0.00662478 0.0023445 0.00389973 0.00225657 0.00981478 0.00448831 0.00247226 0.00235215 0.00431587 0.0335736 0.0189605 0.0483515 0.00466503 0.00705849 0.00672203 0.00652454 0.0237564 0.0284566 0.0190489 0.00424417 0.0169463 0.0270067 0.0216658 0.0170416
threshold=144.12207640715005 193.49750438550004 16.485385178400005 183.58889821140002 182.37451917730002 21.881081380950004 8.3434888241000014 8.543332867800002 82.846568806150017 22.704946905950003 22.834946602000002 22.724946859200003 85.619326080400015 106.27865197405002 14.766942149300002 199.89028782265004 8.2435668022500028 206.50942114985003 19.794953710800005 22.435297587800004 169.78554988275002 117.63886241405002 185.98753508445003 63.910026677050006 23.432223030750006 114.82338089645002 22.650953015950005 13.055593598800002 61.987779113750001 13.24088655595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 8 -2 12 11 -11 -5 14 18 16 17 -16 20 -20 -14 22 -21 -24 -25 -15 27 -27 -29 -30
right_child=3 2 -4 9 5 6 -8 -9 -10 10 -12 -13 13 25 15 -17 -18 -19 19 21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.027130462528174793 -0.048526295826557035 -0.069213328862631471 -0.0019669184740673897 -0.0064056935805605775 0.0027168941623558858 -0.1021166998448764 -0.057753464982613793 0.0046776415609128255 -0.00032395682026949407 0.0090302940184721955 0.00015600210569013471 0.046624136970503348 -0.0077201650142566082 -0.0039093085192982921 -0.10061725981532904 -0.00043198570918267062 0.095846115904160298 0.099189983687137273 -0.00073627077791224159 0.0031638113334835831 0.0033865560773203868 0.00061956788919009494 0.10018009115610552 -0.011608112653622417 0.054161567470150711 0.066365614980278945 4.1456700323769236e-05 -0.10115730368455218 0.075211438552669707 -0.027850477559657541
leaf_weight=0.025692675285447275 0.01684060914030272 0.024090818711556494 0.021106678395881318 0.57323374661715476 0.52971380650251365 0.081992469065667706 0.057104111268131419 1.0661612028284606 5.0043365007059313 0.055242200629435412 0.56369396296258856 0.074703298612803337 1.1348424936659287 2.7034812867815949 0.021281268782933682 0.55658486001452445 0.063014196697622538 0.028106851198401728 1.5558868633816021 0.51308029127540045 1.0482516659100376 0.51154250814579427 0.061182746547274292 0.088769723450241145 0.08738898322917521 0.09795737654895198 30.254898326059113 0.020170520981992013 0.028627369290916249 0.036500467629499767
leaf_count=32 14 9 31 144 47 22 45 71 1238 18 51 33 39 92 44 52 9 12 31 5 19 6 32 29 15 35 2326 7 9 116
internal_value=-3.26033e-06 -0.0142737 -0.0378101 1.83399e-05 -0.00113717 -0.0152982 -0.083904 0.000418692 -0.000485623 0.000213127 0.00586727 0.0306423 0.000113547 0.000209834 0.00209197 0.00963529 0.0594856 0.0130933 0.00108288 0.00377119 -0.00238707 0.00932847 0.0152651 0.0414254 0.021019 -0.000112165 0.000225093 0.0305429 -0.0105963 0.0174511
internal_weight=46.9055 0.0708902 0.0451975 46.8346 6.75615 0.66881 0.139097 6.08734 5.02118 40.0784 0.693639 0.129945 39.3848 38.8116 5.66993 0.668987 0.112402 0.0493881 5.00095 2.81785 2.18309 1.26196 0.750422 0.237341 0.176159 33.1416 30.4382 0.183256 0.0852984 0.0651278
internal_count=4633 72 40 4561 1437 114 67 1323 1252 3124 102 51 3022 2878 293 117 65 56 176 118 58 87 81 76 44 2585 2493 167 132 125
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=15 6 15 6 13 10 13 12 6 5 16 18 5 6 10 6 13 9 17 10 5 6 15 16 18 15 17 7 16 19
split_gain=0.000888455 0.00683631 0.00355328 0.00303471 0.0043365 0.0138879 0.0311045 0.00238704 0.026297 0.0118862 0.0230448 0.0216372 0.0118676 0.00601539 0.0138603 0.00898428 0.00806294 0.00393629 0.00357358 0.00330267 0.00302732 0.0028523 0.00279431 0.00255398 0.00508908 0.00467533 0.00319404 0.00533692 0.00289885 0.00220965
threshold=44.483611103700007 16.405383309150004 43.376643616500012 16.445384243750002 117.59584708395001 61.987779113750001 117.69263157665002 247.98708896700003 16.435384010100005 21.363989181350004 22.544947280100004 14.549241649450002 23.195398057700004 14.055328400500002 63.452988794850008 13.005303866850001 101.93826693220002 31.257715529350005 188.13858192940003 75.424692849750016 31.373072367600006 16.425383776450001 40.42701969085001 17.874958200600002 17.479796446900004 12.38011581135 199.73283952805005 24.227986230350002 8.1899808482500021 14.651182102100002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 6 -6 29 9 11 12 -9 22 15 -15 16 17 -13 20 -17 -10 -14 -11 24 26 28 27 -19 -26 -1
right_child=1 3 -4 4 5 -7 -8 8 18 10 -12 13 21 14 -16 19 -18 23 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.6218208991609954e-06 -0.011378501186476379 0.0069421823644047051 0.0074725242098703896 0.00081833748402574151 -0.080516125684389164 -0.00098087231476292496 0.02032586106124331 -0.094088038685085376 -0.10016274206762232 -0.027698537738117091 0.085384039298929904 -0.10002837278119914 0.0046847619632770562 0.040653535398055551 -0.1002727871489769 0.0922363402288741 -0.10016783946941499 0.047550712434179673 -0.10057811929637994 0.028332767430956807 0.039628136475072871 0.10021287128045342 -0.10049628242101048 0.10005913090842529 -0.10001372515965418 -0.083272793139193849 0.07610280360348938 -0.07006579177090938 0.077590890799224668 0.0060918960761286584
leaf_weight=41.00073085122358 0.58925067688322386 0.56770160885390941 0.65028836512533317 2.580131657847986 0.072876681187380998 0.49814046371818677 0.05271049902876257 0.026910749437945636 0.0026508266052261411 0.0090632913193235964 0.041860874865960795 0.0030910337642211507 0.006271341008271536 0.012999572092667222 0.015068607793466526 0.016097612214252877 0.0078245870442970045 0.011261761662126446 0.031355688328386422 0.016253153104571538 0.0037276846445031264 0.0062311654910445213 0.012607441170636946 0.0033922939037438473 0.0011964590738600131 0.0088866616535767662 0.011110199501672469 0.0058681812878376141 0.0039629887992305157 0.6030562111418466
leaf_count=3203 101 35 45 83 65 7 33 59 12 33 42 202 40 8 34 19 31 28 56 21 51 1 14 3 91 102 62 53 39 60
internal_value=-2.15924e-06 -0.0013615 0.000137281 0.000203505 -0.000990541 -0.00847321 -0.0381915 2.3333e-05 -0.00957152 0.00365972 0.0356423 -0.0132365 -0.0252893 0.00535779 -0.0350038 0.0180946 -0.00593449 0.0091843 -0.0866982 0.0601309 -0.0184671 0.0522953 -0.0700503 0.0165746 0.00987734 -0.0393125 0.0343434 0.00725899 0.036405 8.27631e-05
internal_weight=46.8726 4.36081 42.5118 3.77156 3.20386 0.623728 0.125587 41.8615 0.257692 0.219958 0.0760341 0.143924 0.0341732 0.117013 0.0280682 0.0889449 0.0565942 0.0487696 0.0377342 0.0323508 0.00637851 0.0125025 0.0216707 0.0456785 0.0422863 0.0140461 0.0282401 0.0171299 0.00515945 41.6038
internal_count=4633 324 4309 223 188 105 98 4264 1001 882 130 752 88 693 42 651 611 580 119 40 63 41 47 378 375 232 143 81 130 3263
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=19 13 10 5 7 13 10 3 9 15 16 3 9 8 15 8 15 4 19 9 14 4 14 8 9 19 16 16 16 13
split_gain=0.000807946 0.00536397 0.0415181 0.0155438 0.0126367 0.00367219 0.00575525 0.0102556 0.0039632 0.00604845 0.00351794 0.002608 0.00244872 0.0216145 0.013773 0.00737609 0.00216219 0.00198814 0.00217806 0.00233945 0.00244496 0.00233554 0.00232303 0.00229289 0.00292021 0.00291275 0.00215827 0.00334753 0.00275653 0.00248403
threshold=14.451165964200003 117.15225149240001 64.630533455950015 20.971847224900007 23.050081659550006 117.53132408880002 61.982402197500001 93.571785230250015 190.64005357525002 41.54912092575001 22.574947209950004 93.862138708350017 182.80199813410005 7.943800736700001 40.957632625650007 7.4441906275000003 32.355961258350007 224.75522095420004 13.651101412550002 61.192192081150004 234.45909168080001 248.32992249220004 249.23353217270002 3.1475436881500003 66.544071737050004 13.551093343600002 13.854967601050001 11.949972055800002 11.214973774500002 75.758061657900015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 -4 10 8 -8 -7 -10 -3 -11 13 14 15 16 17 -1 19 20 -19 -22 -23 -21 -25 -26 27 28 29 -24
right_child=1 5 4 -5 -6 6 7 -9 9 11 -12 -13 -14 -15 -16 -17 -18 18 -20 23 21 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.037796557016065151 0.086291607704691103 -0.0090774435927390082 0.010591551471466757 0.014326695326824354 -0.070375508675727214 0.0066684566509030568 0.016481583281861945 -0.0017440726798991432 -0.011189946727310274 0.0063436421009717666 -0.00034551802193308898 -0.0032319861891230645 -0.00011786473028218549 -0.092530978075070477 0.10019381643531861 -0.10046032726279452 0.060985559294381514 0.049800597522896291 -0.10002120630042999 0.068372962232705947 -0.10003829366639705 0.085161635153045936 -0.10001885070084858 0.052634128721015111 -0.039135215191094162 0.084931721555925072 -0.046377635200390524 0.033340772582590904 -0.085058313016680986 0.010656574714204944
leaf_weight=0.014502006937512718 0.066975231515241762 0.59261844683833098 0.031796872382983565 0.054384973496780731 0.048952051603919244 0.59933217872549072 0.67226558164838912 0.57095574896132462 0.57016408432173182 0.55404347253352149 2.083601063291475 0.58448436313395291 40.247046579513274 0.027944578883762006 0.013395636458881199 0.0078241801238618791 0.0055015190164624519 0.0068011059392958364 0.0020567749532265358 0.0091258395025732852 0.00296377358316846 0.0025055734040222424 0.0023683583759339646 0.00935982272721958 0.011883789450864962 0.0022506917432849613 0.014429534220759876 0.016339237021874453 0.0058697132402514276 0.014108795027318877
leaf_count=517 22 27 12 37 34 64 58 66 72 18 78 37 2266 22 3 5 12 54 36 51 62 11 194 37 219 13 222 118 63 203
internal_value=-2.69702e-06 0.00103852 0.0170715 0.0540421 -0.0384927 0.000518181 0.00262622 0.00811136 -0.000328366 -0.00278254 -0.0022791 0.00142782 -0.000168338 -0.0121721 0.0037218 -0.00638296 -0.000252372 -0.00319307 0.00182197 0.00395926 -0.00695339 -0.0135419 -0.00893298 0.0258333 0.00930977 -0.0193795 -0.0133716 -0.0010607 -0.0262138 -0.00525146
internal_weight=46.8459 6.42957 0.202109 0.12136 0.0807489 6.22746 3.55125 1.24322 2.30802 1.70869 2.67622 1.13853 40.4163 0.169231 0.141286 0.127891 0.120067 0.114565 0.100063 0.0980062 0.0653861 0.058585 0.0556212 0.0326201 0.0234943 0.0141345 0.0531156 0.0386861 0.0223469 0.0164772
internal_count=4633 525 105 59 46 420 315 124 191 127 105 55 4108 1842 1820 1817 1812 1800 1283 1247 927 873 811 320 269 232 800 578 460 397
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=16 18 7 7 17 7 16 8 0 7 6 9 19 2 6 7 18 17 2 17 17 15 2 7 18 6 8 6 5 18
split_gain=0.000818239 0.003169 0.0146972 0.00869279 0.00397636 0.00274601 0.0101894 0.00728263 0.00255881 0.032428 0.0106538 0.0175071 0.00231298 0.00234554 0.00242256 0.00168651 0.00258476 0.00147112 0.00146114 0.00152382 0.0107037 0.070321 0.00672645 0.00287117 0.0056174 0.0359327 0.0134534 0.008043 0.00612734 0.00293195
threshold=22.704946905950003 12.722397935550001 22.093462376800005 21.115414688150004 179.03071761140004 21.833224794850004 22.834946602000002 8.543332867800002 85.683849075550015 22.502236473750006 16.465384711100004 187.55294863440002 13.851117550450002 305.67240907785003 17.435407375500002 19.164717746300003 11.780626785300003 168.97717400795003 45.979371440700014 183.93802912725002 182.37451917730002 21.881081380950004 80.759923107050014 22.580797808900005 12.98549864095 16.565387047600002 8.0437227585500022 16.525386113000007 13.252098438300001 13.037923179150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -2 7 -7 9 10 11 -3 13 14 15 16 -1 -17 -10 20 -20 -22 -23 24 -21 26 27 28 -26 -25
right_child=5 8 -4 -5 -6 6 -8 -9 18 -11 -12 -13 -14 -15 -16 17 -18 -19 19 23 21 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.00031958660755115951 -0.0014825964339720522 0.080973070098248001 0.10022487133802765 -0.10036281985872408 0.0999876385553638 0.048958059159597431 0.00072205979028181031 0.0041498862189732937 0.025962347066496406 0.0012102788023918504 -0.1006166509575889 -0.10048462719817448 -0.10003253644285957 -0.10003393958060217 -0.10001273088658132 0.047601462367918831 0.083944761856986072 -0.10006365085141732 -1.2964218200472e-05 0.00085692438268228995 0.0021911141224195056 -0.054365429153348757 -0.10165385209534164 0.007017887481186526 0.042092469283435574 0.0013939159916400235 0.090451056023879095 0.10022569827296371 -0.074925467985921021 -0.00015697538520670492
leaf_weight=0.007030094555413112 0.89508201058833836 0.010085476213606809 0.01724304341394145 0.0085097281044013151 0.004612270334234835 0.086246568782371469 0.56831973537373415 0.062599093395874661 0.021634522897044373 0.57802788747430101 0.044596753712988518 0.011245470901485533 0.002168937046514329 0.001817418907639346 0.0015715702139826862 0.0011214754842931987 0.0075494320408324711 0.0016934335961096281 5.1617192166984891 2.0915403860708479 0.53171951263801975 0.052139687728573136 0.071095580860720986 0.57886187228267871 0.0074510536342539116 0.52323351579980226 0.070509586972548277 0.0066051371395587912 0.011202261054904739 35.393110266405756
leaf_count=30 49 67 4 11 7 33 62 22 11 121 160 6 62 48 153 110 28 43 666 32 56 33 34 22 80 16 35 1 36 2595
internal_value=-2.14361e-06 -8.10725e-05 0.0242842 -0.0120145 0.0152604 0.00221155 0.00682214 0.0301134 -0.000109836 -0.00636837 -0.0728149 -0.0146897 -0.00176555 0.00848949 0.0188888 0.0296314 0.0433134 -0.041233 -1.93116e-05 -3.19433e-05 -0.00154102 -0.0135837 -0.0816466 0.000194976 0.00333351 0.0117016 0.0680182 0.00539634 -0.0281827 -4.15173e-05
internal_weight=46.8303 45.2181 0.0533174 0.0360744 0.0275646 1.61225 0.717165 0.148846 45.1648 0.643956 0.0659277 0.0213309 0.0229524 0.0207834 0.018966 0.0173944 0.0145795 0.00281491 44.5208 44.4992 5.81667 0.654955 0.123235 38.6825 2.71054 0.619002 0.095768 0.0252585 0.0186533 35.972
internal_count=4633 4467 496 492 481 166 117 55 3971 354 233 73 474 412 364 211 58 153 3617 3606 789 123 67 2817 200 168 152 117 116 2617
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=14 15 6 6 8 15 17 17 9 19 5 9 9 13 9 19 2 16 2 17 16 18 19 9 17 2 4 0 15 15
split_gain=0.00116059 0.00622219 0.0119756 0.00846598 0.000991969 0.00819086 0.00767903 0.00210321 0.00150561 0.0011401 0.00293213 0.00643296 0.0242927 0.00987325 0.00437825 0.00431429 0.00462443 0.00369114 0.00537318 0.00337618 0.00232905 0.00565047 0.010035 0.0573768 0.0159802 0.0101111 0.0129425 0.00954061 0.00566026 0.00510345
threshold=144.12207640715005 26.564181852100003 17.130400249100003 18.375429338950003 8.8430989333000021 35.133229767950006 196.58703564235003 189.72816303425 21.030606243000005 14.451165964200003 24.393336510100003 201.16241229375001 205.93480238635001 117.54207792135001 199.39609444495002 14.551174033150001 116.68694986600001 22.704946905950003 181.47666917450002 192.80507188075003 22.564947233300003 13.713893333650001 14.251149826300002 195.13041324455003 190.68993848360003 103.92649527695001 208.25848595475003 93.501885318850015 26.912781836550003 39.203018015350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 7 -6 -2 20 11 14 13 -13 15 16 -11 18 -17 -18 21 22 23 24 25 28 27 -27 -10 -23
right_child=4 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14 -15 -16 17 19 -19 -20 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.031537824422901657 -0.10002002991122194 -0.082400387157311669 0.090902418916432526 -0.033947246487879584 -0.043202035223387197 -3.4135743665381267e-05 -0.0089875447314438483 -0.10064617424741573 -0.025109102896247973 0.011768780856427845 -0.0057012504371361265 0.021899381326071617 0.0022338032676348664 0.077772210287768345 -0.0078673732448386671 -0.011421260201089294 -0.0021285689947451473 0.0043571253964699149 0.0021212559490585889 0.0058149893168728851 -0.001036527284730106 9.5105981404190856e-05 0.0015680141530562579 0.086660989232145366 0.094105035898589831 -0.092128779143617653 0.0015880174979195087 0.094774713068647071 0.098775458746759484 -0.0098758129799485506
leaf_weight=0.021385446034407063 0.00150284226476216 0.024152321515437336 0.009476667150920548 0.012723259278573096 0.010395976359680925 0.56685482183087288 0.039117764936719368 0.016473499985295348 0.0048175401099183049 0.62616910436190876 0.54338019791672998 0.061546058168460038 0.57620713055985107 0.065059629327151924 0.52929296626308531 0.65115848508139584 1.029430758324452 0.58943438658025105 0.53261807729722932 1.1141227626794714 16.432305967319486 18.961695556635032 3.1379990659766008 0.095928220078349113 0.018921185111707928 0.023231800614628817 0.55986414001175677 0.0030949667598179067 0.015731165784757195 0.52760908414605268
leaf_count=16 142 13 16 27 37 86 32 13 77 42 84 22 65 31 26 69 16 22 13 26 389 2490 116 14 18 269 369 8 17 68
internal_value=-2.45102e-06 -0.0130825 -0.0336689 0.0193484 1.65076e-05 -0.00391574 -0.0372602 -0.0784207 7.04866e-05 7.37495e-05 0.00132159 0.00198237 0.0109486 0.0506111 0.000740012 0.00174285 0.0042086 -0.0021086 -0.00532806 0.00200014 -0.000124444 0.000517455 0.00401318 0.0146465 0.00360507 0.000782824 -0.00163414 -0.0701565 0.0697314 -0.000174824
internal_weight=46.8017 0.0677377 0.0463522 0.0221999 46.734 0.632842 0.0659872 0.0268695 46.1011 46.0996 6.31842 5.77504 0.702813 0.126606 5.07223 4.54293 2.76972 1.77321 1.18378 2.14355 39.7812 23.3489 3.85959 0.721589 0.625661 0.60674 0.586191 0.0263268 0.0205487 19.4893
internal_count=4633 72 56 43 4561 168 82 50 4393 4251 416 332 118 53 214 188 84 104 82 42 3835 3446 888 772 758 740 646 277 94 2558
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=19 15 14 9 15 9 2 17 15 16 9 2 5 5 15 6 7 5 6 9 16 6 6 6 6 7 15 6 15 19
split_gain=0.00110687 0.0019722 0.00109896 0.00458036 0.0172359 0.0303076 0.0130797 0.0113257 0.00924088 0.0106037 0.00638718 0.0122528 0.00324936 0.0500818 0.0216807 0.0207291 0.00679935 0.00841826 0.00597223 0.00487945 0.00317727 0.0332833 0.0488873 0.0214911 0.0155509 0.0117936 0.0103899 0.00839463 0.00898689 0.00485532
threshold=14.651182102100002 46.723315192750007 261.28828383675005 192.20980299475005 45.793006327050001 190.07378137140003 182.22337690155004 187.63270803470002 26.384523135650003 22.654947022900004 191.61296531520003 180.42199898520002 22.958759589950002 23.286780469550006 44.024213102900006 16.565387047600002 22.435297587800004 23.435546682850003 16.415383542800004 66.136595672450014 19.224955043700003 14.055328400500002 14.935348962050002 13.705320222600003 13.825323026450002 26.366329164100005 23.008892218750002 13.005303866850001 18.939493156800005 14.151141757350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 5 6 7 -4 -8 -10 11 -6 -1 -14 15 16 17 -15 -16 -19 21 23 -23 25 -25 26 27 28 -5 -22
right_child=1 -3 3 20 10 -7 8 -9 9 -11 -12 -13 13 14 18 -17 -18 19 -20 -21 29 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=4.382960621966691e-05 0.0067879254260027186 -0.0015581815347887663 -0.10032625018221396 0.015285150521147033 0.082605106779359894 -0.084108463296400052 0.0048216078170538242 0.079957349200183978 -0.093932217886110184 0.035127973363169439 0.099224690782776709 -0.10009320031446325 0.079606765882782995 0.10017422999885298 -0.10103604654026954 -0.00077166053978994134 0.095787013285992817 0.042311743467136252 -0.028044667841730334 -0.10066874945636553 0.0085997683299029026 -0.10085373157850155 0.086266273027352999 0.099688907760085932 0.0083741619314616472 -0.00076654984460397578 -0.10016834537205957 0.050046588663183268 -0.10017505836814873 -0.00067657503124007022
leaf_weight=31.78228545611211 0.63528913598747638 0.51075717323465142 0.0039893205830027747 0.012396157746663472 0.009010741428937763 0.061490500939498816 0.065705986195334354 0.027541307308489138 0.024282069144889284 0.0086282072588801384 0.015620133749678189 0.0061943111161646422 0.084352965767096388 0.0070464578457174456 0.024935609467263475 0.9097444007698261 0.030126193189062178 0.0040092738427119912 0.02036438859977352 0.0058980410727400567 0.5941928014608483 0.071596982351973537 0.017344688137427511 0.035144886242051143 0.039735746340284095 0.5340154889454567 0.022938516448903101 0.013061398029094562 0.014777846757169755 11.193174790572487
leaf_count=1802 70 10 81 18 4 29 807 99 84 4 6 56 23 2 16 415 10 18 24 35 35 125 17 15 26 275 45 18 30 434
internal_value=-1.13056e-06 0.00306833 -7.8207e-05 -0.000865436 -0.0150889 -0.0262524 0.00108284 0.0571475 -0.0168427 -0.060096 0.0543136 0.00817655 0.000227663 0.00560528 -0.000623734 0.0025767 0.0672784 0.0166196 -0.0682231 -0.0428077 -0.000613277 -0.00687576 -0.0643631 0.000732111 0.0512323 -0.00560003 -0.0464579 -0.0158372 -0.0475048 -0.000208961
internal_weight=46.7857 1.14605 45.6396 12.7708 0.222463 0.191637 0.130147 0.0315306 0.0986163 0.0329103 0.0308252 0.0152051 32.8688 1.08648 1.00212 0.956824 0.04708 0.0169538 0.0453 0.00990731 12.5484 0.761012 0.0889417 0.67207 0.0748806 0.597189 0.0631739 0.0402354 0.027174 11.7874
internal_count=4633 80 4553 2208 1170 1104 1075 180 895 88 66 60 2345 543 520 480 65 55 40 53 1038 569 142 427 41 386 111 66 48 469
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=0 17 15 5 0 10 7 17 18 15 7 0 5 9 3 3 10 18 0 15 4 5 6 19 3 10 9 18 9 6
split_gain=0.00110113 0.00921886 0.0354072 0.0400662 0.0187023 0.0168676 0.00988365 0.00408795 0.0036346 0.0134649 0.0043546 0.0346287 0.0127495 0.0116931 0.010213 0.00914352 0.00532979 0.0038317 0.00441356 0.00281757 0.002633 0.0390833 0.02877 0.0214509 0.00365884 0.00940937 0.0029721 0.00457207 0.0404383 0.00377516
threshold=86.345209775600011 193.70011821090003 41.54912092575001 24.393336510100003 86.103248543850015 61.950140699950005 23.131311951800004 192.92322630085002 13.304953393500002 37.882159664350006 23.109894804950002 86.624809421150005 19.480650800750002 193.49750438550004 92.813640037450014 91.302726568150021 67.606656606400023 13.378437733750003 94.743952975150009 15.840011140850001 185.92218515570002 22.382820633700003 16.465384711100004 14.351157895250003 93.668569722950011 62.068432857650002 193.49750438550004 13.304953393500002 201.65416293750005 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 5 -4 -3 20 9 -2 11 -10 13 16 15 -14 -13 -18 -19 -20 26 22 23 -22 25 -23 29 28 -28 -1
right_child=8 2 3 -5 -6 -7 -8 -9 10 -11 -12 12 14 -15 -16 -17 17 18 19 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0078639143549531342 0.00030708193335624934 -0.033080115181239225 0.055700530276814486 -0.086738842224047652 0.086206735875769436 -0.048215942299569541 -0.10126960745190113 0.0078848098785347237 -0.10130482916055249 0.01653171433419565 0.00013132743837483926 -0.10016621580933933 -0.021767178002452828 0.10020373685693672 -0.0009427987016809487 -0.10095592407472596 0.10003675528826161 -0.085130692086521034 -0.062414373939808282 0.045705175899129508 -0.08716093036440653 -0.014023192753234796 -0.10141153834283385 0.069089443540200954 -3.8753153412547646e-05 0.0038796956149193965 0.062822965599975647 0.00016441204630069446 -0.0011836310558405744 0.00088689898137020895
leaf_weight=0.61861931074714283 2.6330255687456794 0.037945964199923798 0.030758347362279892 0.033027867380254872 0.047434544831048697 0.031737515039594655 0.048327415200725476 0.5619870812627149 0.0375330621704969 0.63483856424863905 30.706087538751891 0.0041951459736537791 0.078721094551438497 0.022053580691022034 0.50405977503396571 0.017895666701463142 0.0049938946613110593 0.0045060415261808364 0.0029300695728302619 0.013586630394144095 0.014387763950819976 0.66920526676039915 0.067818684573808241 0.022567781386896968 5.3059704071262193 0.52300887442106614 0.12186389969792788 1.0010509711921782 0.51942086213762195 2.4275681455755196
leaf_count=70 94 24 8 55 8 37 27 44 12 36 2867 14 108 6 6 14 6 49 49 73 77 63 14 5 599 10 36 8 57 157
internal_value=-1.45948e-06 -0.000823516 -0.0206864 0.00984469 0.0388626 0.00292823 -0.0712776 -0.000439392 0.000285078 0.00345899 -4.52742e-05 -0.00789892 -0.00252967 0.0448425 -0.00665156 -0.0364348 0.00443071 0.0212968 0.00259236 0.0265247 -0.000853695 -0.00214046 -0.0627297 0.00825707 -0.00116354 -0.00616943 0.000958484 0.00438743 0.0109796 -0.000890215
internal_weight=46.7471 12.0827 0.229232 0.142958 0.10993 0.0624959 0.0862734 11.8535 34.6644 3.26786 31.3966 0.690475 0.652942 0.0522654 0.600677 0.0966168 0.0302118 0.0260166 0.0210227 0.0165167 11.2915 6.60296 0.104774 0.0369555 6.49818 1.19221 4.68852 1.64234 0.641285 3.04619
internal_count=4633 1299 159 108 53 45 51 1140 3334 130 3204 337 325 197 128 122 191 177 171 122 1096 768 96 82 672 73 328 101 93 227
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=19 4 5 6 16 16 15 7 19 7 15 3 10 6 6 13 18 5 6 15 0 16 5 0 17 6 5 5 2 5
split_gain=0.0010148 0.00180603 0.00099772 0.00480366 0.0314355 0.0282915 0.0316573 0.0148028 0.0105772 0.0232002 0.0283044 0.0467252 0.101479 0.0466458 0.0046808 0.00869037 0.0776645 0.00405268 0.00967668 0.0211071 0.033785 0.0230296 0.0236426 0.0197739 0.0253447 0.0154739 0.0149344 0.0119448 0.0121607 0.00677918
threshold=14.651182102100002 264.40103451365002 20.743195000100005 14.745344522600002 19.224955043700003 18.684956306450005 29.326787846200002 24.021206791900003 13.751109481500002 23.493869161500005 35.645792850250011 86.530713386600013 66.859265246100009 16.355382140900002 14.375335877400001 109.96062599345002 15.329371696850002 21.191508333600002 16.355382140900002 37.882159664350006 87.261973998100004 22.654947022900004 22.627560662300002 86.474255765850003 192.19686994285004 16.245379570700006 22.533652790000001 22.127107789600004 133.24279810655003 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -6 -10 11 -11 13 -13 -1 16 -16 29 19 26 23 22 27 24 -21 -24 -19 28 -22 -4
right_child=1 -3 17 4 8 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 18 -20 20 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001711838380531992 -0.0011291332078803128 0.0068253280461752766 -0.00062315081073839118 -0.010104887387130784 -0.010586716105063223 0.080445951658366557 -0.059179382208746127 0.073076227326541107 0.00077664418436183304 0.075201574590859674 0.083561693952017221 0.083872354794254977 -0.10176752669080427 -0.044597397197610467 -0.10040696070325471 0.00033010733263350505 -0.00031065542352825995 -0.1029868683577935 0.00036071032885273723 -0.10038610636589636 0.059641986311773747 0.10015649831506153 -0.087114904953906794 -0.098978517851626827 0.049789312468385666 0.020750654465552531 0.010298522353021779 0.075599943973375675 -0.024544104666720579 -0.0096892466035727043
leaf_weight=16.534510681430273 0.55776056938293439 0.58460109925363213 2.5710373040365115 0.033410067909211416 0.63238671666476864 0.09663420457218308 0.044805112414564974 0.05948594366418547 3.3211966750677679 0.086758604447822907 0.071860301308333874 0.08741879602894187 0.078599151747766882 0.041765175232285401 0.090437031286341063 1.0106471999315543 0.54250600246496106 0.041875450034707662 18.690504323722212 0.018313564374361491 0.027413420379161835 0.029135037897503935 0.036799618338278606 0.048664341098628938 0.029087201397274498 0.020826009567826986 0.016115330094079783 0.038744536573503296 0.045867471741743771 1.2143275901415789
leaf_count=2199 47 33 74 19 26 24 31 34 130 13 9 28 26 36 194 7 15 113 1080 27 9 27 41 12 25 19 120 30 41 144
internal_value=-2.26606e-06 0.00294155 -7.60767e-05 0.000392872 0.00329707 0.0389685 0.00986095 0.0431601 0.00136209 0.00341119 0.0272916 0.0135633 -0.0121735 0.0423381 -0.000334742 -0.00542436 -0.0146128 -0.000543047 5.0989e-05 -0.0163554 -0.00550854 0.018023 0.00391779 -0.054202 -0.00823184 -0.0481321 -0.0715055 0.0306921 0.00694881 -0.00353151
internal_weight=46.7035 1.14236 45.5611 22.7324 4.55432 0.234335 0.137701 0.092896 4.31999 3.6876 0.366402 0.294542 0.207783 0.129184 18.1781 1.64359 0.632943 22.8287 19.0433 0.352842 0.294851 0.198786 0.169651 0.0960651 0.0474008 0.0576256 0.0579908 0.112025 0.0732809 3.78536
internal_count=4633 80 4553 2791 376 108 84 53 268 242 112 103 90 64 2415 216 209 1762 1544 464 231 167 140 64 52 60 233 80 50 218
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=9 9 2 12 18 2 4 5 17 18 5 8 6 17 12 0 16 2 12 2 9 17 10 10 15 5 13 15 17 14
split_gain=0.00105821 0.00487911 0.00309726 0.00320935 0.00572335 0.00268095 0.0146184 0.0266176 0.0340694 0.0256445 0.0111693 0.0224373 0.00713092 0.00625727 0.0529746 0.0195727 0.0694722 0.0114776 0.0105946 0.0206352 0.00439267 0.00306198 0.00276246 0.00487453 0.00421483 0.00344911 0.00402663 0.00221051 0.00567344 0.0242043
threshold=199.17419511990002 199.39609444495002 45.979371440700014 87.111491403900018 13.934548574650002 103.92649527695001 201.03404857045004 21.836296031200003 187.81654873955003 13.023955459300002 17.886193876600004 7.6440346712000009 11.805275828400001 188.27285108100003 114.82338089645002 93.308316333500017 20.394952307700002 72.043920985000014 118.69549532925002 100.00310400885002 194.29956510785004 174.14321222100003 67.606656606400023 70.348883899450016 26.384523135650003 12.306951632950001 96.975373223400013 37.408632939650005 193.58688265170002 240.47187913080003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 13 7 -7 9 -9 11 12 20 -5 15 16 -15 -18 -16 -20 21 -8 -23 -24 25 26 -25 -12 -29 -30
right_child=1 -3 3 5 -6 6 10 8 -10 -11 27 -13 -14 14 18 -17 17 -19 19 -21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.03774369662957288 0.0058014821934294575 7.6485300675786078e-05 0.0016113470155664725 -0.000191679990540289 -0.012592301332524756 -0.089334805960654212 -0.10010903941335481 -0.094967960149327194 0.073458974486417736 0.099700372053782738 -0.0022020075282952376 -0.085115557740381931 0.092208769800383283 -0.10172218361683411 0.099610468266999277 0.005967861406950558 0.058531335401128308 -0.0040112260883650294 -0.001549303563720468 0.091876309822248411 -0.10016296011780589 -0.10009858100515195 0.074060201532093209 0.0014048888642598162 -0.10016188562601161 0.055835543942139722 -0.10009246085424575 -0.00037674849875688702 -0.0034133877989287725 0.033844955868942685
leaf_weight=0.021139088311708742 1.5895626526034927 23.447094251317154 0.5491681807525175 6.1133527342481804 0.5868596760417244 0.052713370223030132 0.0030277638002499377 0.03518521084351045 0.036488919169642031 0.008378565085017442 4.7516081112956057 0.047058601485787221 0.0078251591705829071 0.078434964852348688 0.053112368283848244 1.1303416754060434 0.044596940744668245 0.085784786089789122 0.04869827148660022 0.045947970631004864 0.0048488326120832417 0.0025158859766634114 0.0092117313308790472 0.036563696350231822 0.0042524568773600882 0.010087727670111235 0.0043765568143250269 7.0314220575295447 0.54514961841050569 0.25634958215136061
leaf_count=25 17 1702 42 262 37 28 105 159 11 64 599 51 16 25 29 34 31 35 18 65 18 15 17 681 44 28 104 261 8 102
internal_value=-2.50989e-06 0.000439962 -0.000515274 -0.000552746 -0.0057261 -0.00026532 -0.00114604 -0.0341565 0.00217753 -0.0575276 -0.000801339 -0.0299891 0.00137567 0.0012234 0.00704141 0.000771651 -0.0273559 0.0173814 0.0638652 0.0438061 -0.00811604 -0.0017433 0.00270137 0.00671167 -0.00451105 0.00346009 -0.00944529 -0.000500362 0.00053189 0.00850323
internal_weight=46.6412 25.0367 21.6045 21.5834 1.13603 20.4473 12.8471 0.132766 0.0800527 0.0435638 12.7143 0.129768 0.0827098 7.60027 1.48692 1.33916 0.208817 0.130382 0.147759 0.0946462 0.0748847 0.0700358 0.0670081 0.0644922 0.0552804 0.051028 0.0409403 12.5845 7.83292 0.801499
internal_count=4633 1719 2914 2889 79 2810 2311 262 234 223 2049 1079 1028 499 237 125 91 66 112 83 1012 994 889 874 857 813 785 970 371 110
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=3 5 13 15 15 4 7 15 15 12 7 9 0 15 17 14 4 14 17 9 9 17 2 15 0 9 4 8 15 9
split_gain=0.000892969 0.00540425 0.0488028 0.00286004 0.0028127 0.00808042 0.0122949 0.00319509 0.00766112 0.00294544 0.00220215 0.00212184 0.00204738 0.00808109 0.00185953 0.0134288 0.00699686 0.0117736 0.0376371 0.00293076 0.0141477 0.0129183 0.00609401 0.0468794 0.0189927 0.0051371 0.0140248 0.00348611 0.00303285 0.02566
threshold=93.571785230250015 21.191508333600002 117.60122400020002 45.793006327050001 40.856592954650004 286.93691744620008 23.109894804950002 39.864684991950007 39.203018015350004 238.25888830085003 22.580797808900005 194.82237869650001 85.882794977150013 45.484733152800011 195.59800312745003 156.96193988595004 176.39898793990002 161.20841567470003 199.59317753375004 199.17419511990002 197.00658341100004 180.67147619190004 121.36426933400001 28.579157549250002 88.122280599850015 206.78020849415003 193.23397520390003 8.7431769115000026 26.135540888150004 205.73475031020004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 -6 8 10 -7 -1 -9 -3 -14 19 -16 17 -17 -19 20 -12 -22 25 28 -25 26 -21 -27 29 -24
right_child=1 12 -4 -5 5 9 -8 11 -10 -11 14 -13 13 -15 15 16 -18 18 -20 22 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0036286952833393515 -0.086435516493206244 0.00015420633688696683 0.03491452681407884 -0.0065477732022357947 -0.001772082795969237 -0.0045328586580737403 0.018106890345458527 -0.00072368346188820014 0.011402602484831631 0.004156400962764005 -0.00049006843635539883 -0.0094613588037044585 -0.012721097939431934 0.001686860993783768 -0.063832366682268313 0.003142422547866701 0.00028222426064616169 0.080504778230634622 -0.011015421389124836 0.00097156043307480367 -0.00041828477149217147 -0.021688333357195555 0.036785055814867906 -0.013211737251863307 -0.098664825720081284 -0.0095080253508088991 0.01646123308446883 -0.00040727858295849968 0.0053917726443948565 -0.059859671961420551
leaf_weight=1.6204725815605652 0.061355722401816304 6.8701020640703891 0.072067995486577274 0.61674374391077336 0.55708795633109109 1.0418512130054294 0.70468095241085393 0.54164463545021024 0.60379638310428063 0.62361036577329176 6.3901512390566522 0.57080092559887419 0.62615641580123327 1.029037278728566 0.032245736809271786 0.56996965435973734 14.519579203126883 0.085610062902560458 0.09457515008087114 4.6912956629271889 0.50350247315933649 0.65961463776136497 0.053491111249158396 0.040791954030282795 0.07177207614654435 0.58282713644731066 0.66773896579941716 1.5150563232455168 0.53195803379458084 0.056480716592666624
leaf_count=306 34 1041 24 71 20 21 34 16 31 92 845 46 36 33 13 57 1281 17 41 140 11 33 35 8 66 126 52 17 14 72
internal_value=-2.63643e-06 -0.000918985 -0.020889 0.000206453 0.000318041 0.00329383 0.00933006 6.48446e-05 0.000241009 -0.00127928 3.48319e-05 -0.00520702 -0.000606447 -0.00376364 -0.000152628 0.000632649 0.000768782 0.0101863 0.0324679 -0.000914857 -0.00233649 -0.0124807 0.000392836 -0.00817152 -0.0676976 0.00125938 0.00290158 -0.00293562 0.00226653 -0.012851
internal_weight=46.6061 8.65872 0.133424 37.9473 37.3306 2.92723 1.26177 34.4034 33.2909 1.66546 32.6871 1.11245 8.5253 1.65519 31.0667 15.302 15.2697 0.750155 0.180185 15.7647 7.55327 1.16312 8.21141 0.754494 0.112564 7.45692 5.35903 2.09788 0.64193 0.109972
internal_count=4633 1168 58 3465 3394 167 54 3227 3165 113 3134 62 1110 69 2828 1409 1396 115 58 1419 889 44 530 195 74 335 192 143 121 107
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=6 2 4 15 14 8 16 8 16 15 8 7 16 15 13 13 16 19 9 2 16 18 5 17 0 4 5 0 12 18
split_gain=0.00113242 0.00237728 0.0467605 0.0125387 0.0350461 0.0137955 0.0151277 0.0170613 0.0146964 0.00964304 0.0128282 0.00755592 0.00670866 0.00492944 0.00437842 0.00431473 0.00371888 0.00342276 0.00338455 0.00332926 0.00247214 0.00528273 0.0347981 0.0224998 0.00500276 0.00234817 0.0035229 0.00333776 0.00493371 0.00333624
threshold=16.465384711100004 197.03438354685002 286.93691744620008 38.469938489650012 300.29716420680006 8.0437227585500022 15.614963485400002 8.543332867800002 18.764956119400004 36.776646943950006 8.4434108459500017 25.566742778300004 15.184964490950003 30.108785229950005 102.54048155345002 101.66942111915002 17.874958200600002 12.851036860900001 209.03603029655002 203.29256851545003 22.634947069650003 13.405741979600002 22.533652790000001 204.45912381470004 87.380266155850009 240.27283890470002 22.458857822500004 87.842680954300008 247.65401887280004 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 8 12 18 13 10 11 -4 -7 14 15 16 17 19 -8 -6 21 -5 -23 -24 -25 -2 27 28 -27 -28
right_child=25 2 3 20 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 29 -29 -30 -31
leaf_value=5.0794353518609082e-05 0.0003703629659932852 0.094718697499473994 -0.087815045339653341 0.0011657881059254315 -0.10019623254165506 -0.012622473542402922 -0.050443553958354585 0.05962435015845266 0.085314381410575679 0.10029497107757784 0.10037654401786063 0.046760555407587022 0.09351612182062842 -0.1001904222931483 0.06288139062742773 -0.10029919576225076 0.10004350300014885 -0.069282309858882549 -0.10059946741022974 0.011134248431138805 0.0029367550286782968 -0.0004756337575278859 -0.10113259361666951 -0.035408007211831911 0.043420427784712994 -0.015709193948000463 -0.0018215114776930698 0.00038246525193909688 -0.0021816969935718792 0.00601899661524956
leaf_weight=28.47966798264898 8.5330190683441085 0.05456725281834085 0.0094443036403507596 1.0420593967140948 0.0028147116453780532 0.012703578618143752 0.024072406021787174 0.010699841644964181 0.027421282836257888 0.054341843817383051 0.014266583486460149 0.0074736357200890771 0.011210090888198465 0.0044918384800638469 0.012175819662404663 0.0041936723074513784 0.0038212701037991783 0.0066867469942337712 0.030501611145211882 0.05877733065168611 1.0858309466227067 0.53033919448419897 0.062692479368807952 0.017159780622932885 0.015166687338023621 0.57649663574011245 4.2331088885738195 0.51716870454401931 0.50647731323442713 0.62252360677178309
leaf_count=2198 620 10 36 20 25 39 35 10 16 7 2 9 6 40 44 8 13 76 79 663 83 57 57 20 24 24 282 12 31 87
internal_value=-2.53834e-06 0.000337168 0.00296561 0.00132317 0.0209132 -0.00110206 -0.0309101 -0.0558382 0.0209817 0.0748584 0.0305328 -0.0283652 0.0371325 0.00200523 0.00719398 -0.00169325 0.00404213 -0.00133065 -0.0784759 0.00604653 -0.000776505 -0.0031946 -0.0104605 -0.06619 0.00157612 -0.000718327 -0.00215732 -0.00622662 -0.00938275 -0.000816307
internal_weight=46.5714 31.5826 3.10291 3.04835 0.295097 0.20957 0.0891875 0.0652739 0.120383 0.0855264 0.0311845 0.0169179 0.0239137 0.0929614 0.0884696 0.0762937 0.0721001 0.0682788 0.054574 0.061592 2.75325 1.66742 0.625358 0.0950189 0.0323265 14.9888 6.45578 1.60014 1.08297 4.85563
internal_count=4633 3577 1379 1369 1108 1054 169 124 885 54 47 45 45 869 829 785 777 764 114 688 261 178 158 101 44 1056 436 67 55 369
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=6 2 4 15 14 8 19 8 16 12 8 15 9 15 6 6 16 8 6 10 7 16 9 16 7 17 16 16 10 3
split_gain=0.000917788 0.00195487 0.0418816 0.0108678 0.0317823 0.0117986 0.0132667 0.0153969 0.013055 0.00945553 0.0112442 0.00695445 0.00644855 0.00442662 0.00373906 0.00355883 0.00347552 0.00532358 0.00339654 0.0028023 0.00302449 0.00404931 0.00357942 0.00279782 0.00225858 0.00203286 0.00202259 0.00482505 0.00202106 0.00194956
threshold=16.465384711100004 197.03438354685002 286.93691744620008 38.469938489650012 300.29716420680006 8.0437227585500022 12.751028791950002 8.543332867800002 18.764956119400004 227.12825541940001 8.4434108459500017 24.212507723600002 218.96512164950002 30.108785229950005 13.005303866850001 13.855323727400002 18.044957803000003 7.6440346712000009 15.695366719750002 73.007768990450018 26.296311413900003 11.949972055800002 40.734022239000005 13.854967601050001 27.410003572300003 176.64562507980003 22.634947069650003 22.594947163200004 90.679004281900021 93.499196860750018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -3 4 9 8 12 18 13 10 11 -4 -7 14 16 -16 17 19 -8 -6 21 25 23 -23 -22 -21 27 -5 -26 -1
right_child=-2 2 3 26 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 24 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00025566395175413822 -0.0006459732079505771 0.093476595990183417 0.032007317813296535 0.00097576948116164766 -0.065390899926836138 0.074759324186680937 -0.09766557307470064 0.055645760384923929 0.082752157900527187 0.10027376914941549 0.10031661032835437 -0.10030000885912427 -0.028052265445321328 -0.10017230807854566 0.096128026408075329 -0.0046900478700477415 0.10004217658039663 -0.0699501822081183 -0.04223529993561554 0.016585574461525653 -0.067483923084695641 0.039792420289036484 0.072417499424083154 -0.10010360533686886 0.029078458437399802 -0.079485938286728591 0.0026483003422121351 -0.010392655186891874 -0.061249407222540832 -0.0032149481146296881
leaf_weight=26.756039196698897 14.994023903440153 0.049998393006810971 0.0089031051991814159 1.0935612952404832 0.0051559362477266992 0.014510088578390423 0.03220906946896207 0.010338091102312319 0.025541796334437095 0.04990621330216527 0.012190742767415941 0.0071740036219125605 0.01052645474386793 0.004065081211336973 0.0082365985881267534 0.0060901927003564347 0.0031519975163973859 0.011348152330128869 0.01683131761092227 0.0047496227215724218 0.0065438581716676927 0.0035380640993025727 0.018653862813152955 0.0023988646199200048 0.0092527374903710324 0.0041070427970453238 1.083802896122904 0.5668613642519239 0.0033826280370270476 1.7227588746477795
leaf_count=1977 1056 10 34 96 73 13 92 10 16 7 2 11 39 40 28 28 12 75 15 30 64 24 36 61 108 37 83 82 253 221
internal_value=-1.82784e-06 0.000304282 0.00270049 0.00119913 0.02001 -0.00106528 -0.029519 -0.0552611 0.0196024 0.0740991 0.0278884 -0.0270315 0.0315328 0.00181397 0.00660076 0.0532712 -0.00264953 -0.00733173 -0.0786412 0.00496615 0.0118592 0.0300125 0.0508938 -0.0167337 -0.0197992 -0.027965 -0.000712002 -0.00290536 0.00489668 4.57173e-05
internal_weight=46.5459 31.5518 3.07303 3.02303 0.278806 0.200631 0.084415 0.0593785 0.116216 0.0781741 0.0282679 0.0160771 0.0250365 0.0906746 0.0866096 0.0143268 0.0722828 0.0691308 0.0490404 0.0577826 0.0526267 0.0334475 0.0245908 0.00593693 0.0191792 0.00885667 2.74423 1.66042 0.0126354 28.4788
internal_count=4633 3577 1379 1369 1108 1054 169 117 885 54 47 45 52 869 829 56 773 761 107 686 613 188 121 85 425 67 261 178 361 2198
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=9 4 15 0 6 18 14 19 9 0 0 18 17 9 17 15 18 17 10 9 5 0 2 6 13 2 7 9 9 7
split_gain=0.000879135 0.00607368 0.00441735 0.0141506 0.0269117 0.0196582 0.0125742 0.0107506 0.0060225 0.0120333 0.0315075 0.0556001 0.00390615 0.00365634 0.00495191 0.00932741 0.0149351 0.0026956 0.0102638 0.0141636 0.00264659 0.00961601 0.00261195 0.00265169 0.0679529 0.0117043 0.00737659 0.0102037 0.0593475 0.0300951
threshold=201.65416293750005 143.58239362595003 20.734744936600006 97.789976036950009 12.325287978400002 17.108018746400003 158.42666843175002 12.050972309250001 203.42345995920002 96.631250582750013 86.692020874450009 14.194363735100003 202.89510166150004 199.17419511990002 192.19686994285004 22.151858238250004 13.278511569200001 212.38791228795003 71.322105742700003 209.03603029655002 19.841254985200006 94.047642319350018 45.979371440700014 14.325334709150001 104.19926021995002 124.11382646410001 23.883283491600004 197.47612518640003 196.40176798710004 24.123805364200006
decision_type=2 2 2 2 2 2 2 2 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 -3 7 12 -4 -5 9 10 -8 -12 -6 22 15 -15 -17 -10 19 -19 21 -16 -1 24 -24 -26 -25 28 29 -28
right_child=1 2 6 4 5 -7 8 -9 17 -11 11 -13 -14 14 20 16 -18 18 -20 -21 -22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=0.034939530144738683 0.04890804541886852 0.094071250116033137 -0.10042260547566498 0.09280652541899681 -0.10046118013211476 0.052241962753261123 -0.086332593433139884 -0.062868016177282243 -0.0004440699127220273 -0.0026918474549024124 0.035125571188555096 -0.084929439107669327 -0.038356531375088133 -0.00062707363883807935 0.013915124662010177 0.0026759873121306251 0.021474611584794388 0.095983920911926701 0.0021639705063941478 -0.0032864663506000712 -0.0011352318496056827 -0.0021112353363110562 -0.00023767191444823744 -0.00040060453210417598 -0.10143937944724622 -0.020468135242425502 0.030132156915996973 0.0034232833198717147 0.092242042643148101 -0.089873287905239324
leaf_weight=0.020900263121922502 0.024738607535255919 0.020536379922773684 0.012665179872782484 0.030959777832543667 0.025257878603497375 0.01684370909289612 0.065979884772643937 0.0051779673148928387 13.878482201919198 1.0579412064435016 0.1150737980788108 0.058028458706758101 0.016906230246604537 1.5359344475871863 0.58343337208498258 1.0825521811057113 0.6932803931338184 0.028868012133899223 0.55263173953483147 0.028623342455830425 4.0947074943511552 1.0449170120457436 2.6488595470480507 18.062082640707242 0.0794226121762448 0.023027906125662412 0.043513333501507101 0.5567401966000034 0.08186278547236725 0.04020717931962281
leaf_count=25 24 13 14 231 47 21 28 51 801 26 29 44 15 32 12 21 34 9 120 39 65 43 1354 1347 38 64 12 30 13 31
internal_value=-6.77913e-07 -0.000602868 -0.000679834 0.0187901 0.00254125 -0.0390788 -0.000822401 0.0705008 -0.00074249 -0.00727074 -0.0275324 -0.00512005 -0.0755595 0.000313075 0.00200178 0.00507937 0.0100149 -0.000158079 0.00634737 0.04656 0.000220868 0.00363096 -0.000394696 -0.000428988 -0.00332841 -0.0832394 -4.31651e-06 0.00990508 0.0316988 -0.027501
internal_weight=46.5302 15.9387 15.914 0.115682 0.0951456 0.0590078 15.7983 0.0361377 15.7856 1.29702 0.239082 0.173102 0.0421641 30.5914 9.03482 3.31177 1.77583 14.4886 0.610123 0.0574914 5.72306 1.62835 21.5566 21.5357 2.75131 0.102451 18.7844 0.722323 0.165583 0.0837205
internal_count=4633 1512 1488 378 365 83 1110 282 1096 127 101 73 62 3121 207 87 55 969 168 48 120 55 2914 2889 1456 102 1433 86 56 43
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=15 6 15 7 7 17 5 6 2 6 8 9 2 13 7 3 8 6 13 10 13 19 6 4 13 8 12 4 16 19
split_gain=0.000804471 0.00446842 0.00277953 0.006502 0.0113168 0.0206126 0.00807693 0.00325537 0.00280505 0.0027477 0.00334307 0.00290819 0.00265927 0.00240951 0.00220574 0.00228861 0.00214353 0.00202198 0.00279691 0.0116517 0.026358 0.0019721 0.00212021 0.00587903 0.00764161 0.00374392 0.00307372 0.034928 0.023168 0.0276724
threshold=44.483611103700007 16.405383309150004 42.968808980200009 22.093462376800005 21.115414688150004 188.85216786605002 19.480650800750002 11.865277230300002 316.46407472665004 23.145540791850003 5.1459841250500009 72.954963414400012 258.06114663960005 117.56358558635002 22.227765484150002 93.883646373400012 8.2435668022500028 16.445384243750002 117.59584708395001 61.987779113750001 117.69263157665002 14.651182102100002 16.455384477450004 263.48865013970004 117.69263157665002 8.3434888241000014 226.26044291545003 296.43037955425007 22.644947046300004 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 7 -6 9 10 11 12 -1 -4 -5 21 -17 -3 -19 20 -20 22 26 25 -25 -24 -16 -28 29 -29
right_child=1 17 13 14 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0014445020795995683 -0.0094567987096485021 0.0055248917217057651 -0.0017177166811838881 0.0063102708887587625 -0.058616322643720978 0.075128223146156942 -0.095813501203559276 0.056935809587570142 -0.10003024725520014 -0.100084350827348 0.061533484155378237 -0.10001443035053857 0.07130452289257963 0.0058946813428959006 0.00022481400871664608 0.00042673171454316543 -0.0082285003705971759 0.00044735962268823912 -0.076678559853979616 -0.00039020237318277838 0.018966266458649531 0.0058855612678504615 0.0048006956567156938 -0.015361465329796865 0.00091854729204161704 -0.0012864969220404165 0.10025550124139274 0.0017644897162073883 0.073162497498775167 -0.094233052691465313
leaf_weight=0.029635618477611071 0.58132590505012771 0.55710213190626268 0.58102454501101819 0.5495640960011049 0.0044625975128695927 0.010634672046711202 0.043553449459289295 0.005374099327720927 0.0022416473968412181 0.0020263105980120591 0.013435176029886975 0.0025321934679716071 0.0060505267113626351 1.4622052762842939 27.775431838206096 0.50887914843522597 0.65370616253449043 2.5689731615675133 0.066749126617295818 0.49995456944816397 0.050697053506155498 0.57313420277205196 1.1867443908704425 0.63676740848495661 0.52688951738673495 6.7996433882557312 0.037872545130085977 0.67629556904752697 0.042926465735945385 0.031423197113781498
leaf_count=206 101 35 40 44 28 40 76 16 71 4 59 420 21 35 1943 14 80 83 65 7 33 32 35 66 7 102 7 901 33 29
internal_value=-1.08422e-06 -0.00129996 0.000132148 -5.10859e-05 -0.0232988 -0.0520056 -0.0773291 0.00451347 0.00956777 0.0141445 0.0186256 0.00354189 0.01089 0.00372998 1.86272e-05 -6.90201e-05 -0.00443999 -3.32826e-05 -0.00100507 -0.00704854 -0.0353923 6.3704e-05 -2.47699e-05 -0.00134953 -0.00799008 -0.000381965 0.000399597 0.00655629 0.00182885 -0.00249787
internal_weight=46.4873 4.3248 42.1625 40.1192 0.119946 0.0640248 0.0533901 0.0098367 0.0559215 0.0536798 0.0516535 0.0382183 0.0356861 2.04323 39.9993 39.4497 1.16259 3.74348 3.18637 0.617401 0.117446 38.2871 37.714 9.15004 1.16366 7.98639 28.5639 0.788518 0.750645 0.707719
internal_count=4633 324 4309 4234 941 160 120 44 781 710 706 647 227 75 3293 3249 94 223 188 105 98 3155 3123 210 73 137 2913 970 963 930
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=9 7 15 7 15 15 16 18 15 9 17 16 0 10 4 15 2 0 14 15 7 5 8 3 9 16 9 19 7 4
split_gain=0.000783892 0.00339183 0.015979 0.00117568 0.0056243 0.0126268 0.00603485 0.0040902 0.00310538 0.00326045 0.00179487 0.0022868 0.0017153 0.00145255 0.0119455 0.0214191 0.00978888 0.0087322 0.00734777 0.0123496 0.0110148 0.00460281 0.0192112 0.0453839 0.0255805 0.0141082 0.0119593 0.00358687 0.00316838 0.00619373
threshold=219.87257840710004 26.005367513800003 35.133229767950006 26.120741156850006 20.538897842700003 18.377781418850002 9.7049773055000017 16.115468395400004 11.870705757150002 38.778344353800001 195.18216166535004 14.504966081100003 107.30980627685001 75.629015667650023 208.25848595475003 23.457191196800004 124.11382646410001 97.886760529650019 327.64162573700008 18.939493156800005 25.487785026200005 16.546942136250003 8.3434888241000014 81.355431485500006 198.44478460200003 15.564963602350003 52.003051165950005 11.150899688650002 24.969848459100003 405.45085113285006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 5 6 8 -8 9 -5 -7 12 -12 21 -15 16 -16 -18 19 20 -19 22 23 -1 25 -25 -27 -20 29 -17
right_child=1 -3 -4 4 -6 10 7 -9 -10 -11 11 -13 -14 14 15 28 17 18 27 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.087517973214034095 -0.07148035354436208 -0.0012071476713569969 0.025042845052705088 0.037841035210832527 0.001393562049754123 0.089825598285574959 0.033580502202693624 -0.0913002632056229 0.073420107914891827 -0.10008047442809281 -0.10001489708393772 0.072924486511393896 0.050678232642080802 -0.00083482273083759643 -0.10014842731701397 -0.10007878761336393 0.069031494967304624 -0.078555691871768821 -0.022301118031875466 -0.088035733098514174 0.066348889371074277 -9.0251500405722027e-05 0.00096197683466922124 0.090981624116842727 0.081071622201314614 0.026966031083746435 -0.10113519407383026 0.070089059728020472 -0.10063792292853541 0.09690475186616658
leaf_weight=0.025349272052962557 0.034985269330717439 1.0375926995339311 0.033644360172274901 0.004206266294646821 2.6084409591620812 0.023185462623587227 0.003441845621637186 0.011020407321062464 0.0076688801302537968 0.0028927943966909897 0.0016990671870189544 0.0061000319129789204 0.0013599648154922761 3.1180733367062401 0.009445092307730607 0.0042675116805810367 0.017935927006618613 0.0079141777309317263 0.0061147510242385286 0.021020788190639905 0.015558668239712858 38.210084037895662 1.0467667921029713 0.0099488276837291778 0.11364086614048574 0.012699208635268633 0.017102936055380269 0.013433906966611175 0.036671017593960187 0.0025500289187760927
leaf_count=78 36 211 38 189 170 17 13 238 55 179 35 16 11 200 46 54 37 77 47 74 31 2548 18 27 23 31 25 41 41 27
internal_value=-1.12542e-06 -0.00263124 -0.0241617 6.30188e-05 0.00209872 0.0319709 -0.0156646 -0.0615801 0.0293004 -0.0183606 0.0750198 0.0375399 -0.0330207 -6.43071e-05 -0.00209532 -0.0312279 -0.00374682 0.00736005 -0.00991188 -0.0323638 0.0174924 0.000103229 0.00613574 0.036435 0.0569192 -0.012128 -0.046549 0.0411897 -0.0889998 -0.0263992
internal_weight=46.4648 1.10622 0.0686296 45.3586 2.67002 0.0615747 0.0292302 0.0144623 0.0147679 0.00709906 0.0323445 0.00915906 0.00305903 42.6886 3.25299 0.134912 0.0914233 0.0819782 0.0640423 0.0444936 0.0234728 39.4356 1.22551 0.178741 0.153392 0.039751 0.0298021 0.0195487 0.0434886 0.00681754
internal_count=4633 285 74 4348 923 753 674 251 423 368 79 62 46 3425 675 475 353 307 270 182 108 2750 202 184 106 83 56 88 122 81
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=19 4 14 9 9 15 12 9 0 9 17 17 12 9 17 15 6 9 18 17 12 12 12 16 17 6 17 18 2 15
split_gain=0.000766924 0.00193559 0.00105131 0.00475683 0.00112012 0.00407448 0.00802892 0.00407198 0.0158883 0.0211973 0.0119811 0.00376245 0.00346662 0.00322707 0.00363878 0.00764303 0.0115155 0.00273494 0.00451648 0.00230476 0.00721709 0.0091377 0.00474848 0.00443337 0.023398 0.0251102 0.0067378 0.00416669 0.00370046 0.00466769
threshold=14.651182102100002 264.40103451365002 144.12207640715005 193.49750438550004 201.65416293750005 44.732387748900003 77.444518198000011 203.42345995920002 96.631250582750013 202.86134752310002 196.21449749970003 200.85989963400002 82.088033630950022 199.17419511990002 192.19686994285004 22.151858238250004 16.505385645700006 198.14098854835004 12.933745112000002 191.56943241645004 87.111491403900018 92.791843202150019 104.24845815275002 22.564947233300003 193.09202135800004 14.935348962050002 198.79333437865003 14.122113655700002 119.08834621750002 30.864223942000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 13 6 -6 8 9 10 -8 -12 -9 17 15 -15 -17 -4 -19 -14 -21 -22 -23 28 -25 -26 -27 -28 -24 -30
right_child=1 -3 4 -5 5 -7 7 12 -10 -11 11 -13 19 14 -16 16 -18 18 -20 20 21 22 23 24 25 26 27 -29 29 -31
leaf_value=0.022775528504295196 -0.0016619814162070101 0.0065922044987091174 -7.73358987055031e-05 -0.036933532203353804 0.1002707022952008 -0.0089408889058304845 0.01657664024187781 -0.10015020833221307 -0.0011476060386668035 -0.086281953616759013 -0.065322514079166435 -0.018411128453766298 -0.001870804914459939 -0.00059276332718839037 0.00031135754875194249 0.018645167525850104 0.0022173540818818259 0.001943602039708261 -0.010665534025315889 0.057361797064003683 -0.10038658943036841 0.033080202229656998 -0.0034986225069761831 -0.0013451196737501411 -0.033236366674913198 0.098226322976664074 0.022971677763628188 0.074508268438461991 0.0068249060390645801 1.3337865561946652e-05
leaf_weight=0.02181807309872752 0.55490815122175152 0.582124678636319 20.271236439918273 0.034346699274465209 0.007914970628910889 0.58331621684703883 0.071779452713600533 0.0034528316478493739 1.0747639280137122 0.052843098230368923 0.034261758644788642 0.034125588485039771 4.2302472707195014 1.53575589367326 5.2075045808435902 0.73185096396468896 1.0233704381971618 0.5094586782506656 0.64211198819612036 0.022621579351833954 0.0089143796139968812 0.04564713106265017 2.0989840478928254 0.49562234518089177 0.031574073746241993 0.044087033551932109 0.033299149421509355 0.029661924047104549 1.2488639205519261 5.1736991827452723
leaf_count=32 47 33 2776 30 1 102 19 28 56 15 31 10 366 32 113 40 8 5 63 10 7 28 100 4 28 23 35 21 360 210
internal_value=-1.21548e-06 0.0025639 -6.55956e-05 -0.0137386 -4.86233e-05 -0.000743836 -0.000419501 -0.000473589 -0.00589167 -0.0323087 -0.0119607 -0.0419135 3.64777e-05 0.000307465 0.00195632 0.00455923 0.00906704 -0.000346639 -0.00508721 6.2172e-05 0.000947799 0.00080924 0.000907279 0.000746878 0.00881273 0.0451306 0.068245 0.0472514 0.00014655 0.00133784
internal_weight=46.4402 1.13703 45.3031 0.0561648 45.247 15.3257 14.7424 14.7344 1.26777 0.19301 0.140167 0.0683873 13.4667 29.9213 8.49848 3.29098 1.75522 21.4228 1.15157 13.4632 9.23297 9.21035 9.20144 9.15579 0.634245 0.138622 0.107048 0.0629611 8.52155 6.42256
internal_count=4633 80 4553 62 4491 1454 1352 1351 131 75 60 41 1220 3037 193 80 48 2844 68 1192 826 816 809 781 111 107 79 56 670 570
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=0 17 15 5 0 10 7 17 18 18 7 0 5 9 3 3 10 18 15 16 2 15 10 3 7 3 9 9 5 16
split_gain=0.000955888 0.00872787 0.0286335 0.0344258 0.0149299 0.0128329 0.00976804 0.00310599 0.00280577 0.0108123 0.00358093 0.0313783 0.0101772 0.0106419 0.00862491 0.00603416 0.00424231 0.0034131 0.0037568 0.00268041 0.00257005 0.00201895 0.0212536 0.0059169 0.00476956 0.00372287 0.00211149 0.00507769 0.00179736 0.00203244
threshold=86.345209775600011 193.70011821090003 41.54912092575001 24.393336510100003 86.103248543850015 61.950140699950005 23.131311951800004 192.92322630085002 13.304953393500002 13.164254432300002 23.109894804950002 86.624809421150005 19.480650800750002 193.49750438550004 92.813640037450014 89.883220675300024 67.606656606400023 13.378437733750003 23.457191196800004 16.024962526700005 206.22726210890002 34.139075990150012 61.971648364950006 93.883646373400012 19.506002767000002 93.437362323750008 187.55294863440002 184.36538191430003 20.971847224900007 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 5 -4 -3 21 9 -2 11 -10 13 16 15 -14 -13 -18 19 20 -19 22 26 -24 -25 -23 27 -1 -27 -30
right_child=8 2 3 -5 -6 -7 -8 -9 10 -11 -12 12 14 -15 -16 -17 17 18 -20 -21 -22 25 23 24 -26 28 -28 -29 29 -31
leaf_value=0.0013842190913245522 0.00022689296353947355 -0.030689571117741378 0.051899087823195106 -0.084593753142955364 0.084203493156681505 -0.042005398009969698 -0.10111983599833725 0.006878755994098049 -0.10117148053409941 0.014785201022364764 0.00013519035478375181 -0.10014368591069811 -0.0049946442122903905 0.10017351177291463 -0.00068883910969121749 -0.057066661924690953 0.10003274641034665 -0.10002527835915663 -0.073867780345911321 0.091993765642119044 0.024383855629400028 -0.0085929193384132688 0.085156141849612649 0.095277568468397161 -0.10005705322525722 -0.0061448620224800335 -0.0020665209800048187 0.10019986945245332 0.0024308662811921237 -0.0010791989430129839
leaf_weight=0.020546309652583306 2.61967471097639 0.036777230448372999 0.028954204404726624 0.030570496918663093 0.039749426767230034 0.029259194193400617 0.042388300885051411 0.55688653675679312 0.033775918096811242 0.63351939399103674 30.485295103091502 0.0035004150502118128 0.039635617451965643 0.019079193894398827 0.5049148122780025 0.050746230742049647 0.0041594154899939886 0.0021148421937926543 0.0050569946593643769 0.0043395658787170896 0.0077290981769237987 0.62144313017415598 0.038890325871761881 0.0019954744234382807 0.0033461800279323065 0.55575851979665358 0.497841929891365 0.0069622226292267433 2.1250000484414482 7.3741778240775702
leaf_count=441 79 24 8 55 8 37 27 44 12 51 2867 14 90 6 6 32 6 58 67 14 32 26 19 9 212 26 15 3 51 294
internal_value=-6.48641e-07 -0.000768744 -0.0210899 0.00804943 0.0369599 0.00470085 -0.0684007 -0.000411145 0.000267422 0.00306194 -2.43314e-05 -0.00722832 -0.00228035 0.0430486 -0.00578147 -0.0342313 0.00253249 0.0178919 0.000134694 0.0265196 -0.00234382 -0.000772132 0.0050288 0.0716013 -0.0270862 -0.00108161 -0.000576275 0.0263938 -0.000617376 -0.000293985
internal_weight=46.4241 12.0105 0.207699 0.128533 0.0979628 0.0582134 0.0791655 11.8028 34.4135 3.25319 31.1603 0.675052 0.641276 0.0459795 0.595297 0.0903818 0.0269003 0.0233999 0.0192405 0.0141835 0.00984394 11.246 0.569582 0.044232 0.00534165 10.6764 0.52535 0.0275085 10.0549 9.49918
internal_count=4633 1299 159 108 53 45 51 1140 3334 130 3204 337 325 197 128 122 191 177 171 104 90 1096 699 240 221 397 459 444 371 345
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=12 12 9 10 12 4 10 0 16 13 7 15 3 16 16 13 4 7 17 16 19 4 5 3 16 2 2 8 15 17
split_gain=0.000822926 0.0121986 0.0385404 0.0501113 0.00518857 0.00190019 0.00186693 0.05006 0.029527 0.0535491 0.0156513 0.0139053 0.0142723 0.0103781 0.0489752 0.0618961 0.0470708 0.0355593 0.0138906 0.0151748 0.0117623 0.00718204 0.00514367 0.00297628 0.002677 0.0163154 0.0279328 0.00328951 0.00188827 0.00587839
threshold=147.73915704645003 154.32008656120004 192.57902085675002 62.025417527550012 144.66294237600002 218.45625741980004 70.128430332750014 96.324766355850002 18.754956142750004 108.18355516925001 24.227986230350002 29.326787846200002 85.667718326750006 20.719951547750004 20.394952307700002 111.38282034450002 161.08698257945002 24.385896469550001 192.44445991605002 19.559954260300003 13.251069136700002 147.36370056065002 20.852055640250004 89.883220675300024 22.554947256700004 113.96113505555 89.519014009800017 8.6432548896500023 38.86986296220001 187.32964365115004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -5 13 8 9 -8 -11 -12 -13 14 15 16 -1 18 19 22 21 -17 -18 -15 25 26 -25 -28 -26 -30
right_child=1 -3 -4 5 -6 -7 7 -9 -10 10 11 12 -14 23 -16 20 17 -19 -20 -21 -22 -23 -24 24 28 -27 27 -29 29 -31
leaf_value=-0.0013798561653049061 -0.080401649767820882 -0.00022930876477771209 -0.092023075867607551 0.10039326492643519 0.0095145870410624726 0.060464250218921683 -0.10032976748042721 0.0002219640109961067 -0.093047279209896361 -0.031707202449226632 0.10049064570738218 -0.10015818507256893 0.10010531154405995 -0.0070547881049207953 0.085779995537717646 -0.10050759236351928 0.097818153667534616 -0.02720714840129897 0.093177900512376857 -0.10112847617055339 -0.10065103004500693 0.090444213069429902 -0.048556718867772422 -0.0054516944471353444 -0.00068264357105847495 -0.0015400361048005917 0.09847611609287342 0.046193229436482797 -0.0019746075555448265 0.010255352581962168
leaf_weight=0.59359687850113141 0.032741545827921992 24.487414445191863 0.058126928435036973 0.023650225601159036 0.61329758909065546 0.024026583443246707 0.047170428016562904 10.945824416403925 0.088431072239472996 0.023370598384644836 0.036106220097281039 0.008392771975195501 0.0061785108409821996 0.53987627208698441 0.080513471229238576 0.0030274402117598243 0.011952829372358309 0.03975911159068346 0.12103927903808653 0.0081581732374615967 0.062041522309101538 0.0056376284170669422 0.0030040755957984064 0.071397567764504788 6.287535933761319 0.49590843050320643 0.048222223872471659 0.0160359062574571 0.93766242476885941 0.67661036096978933
leaf_count=31 20 2759 43 3 73 38 110 512 79 14 6 69 2 23 42 2 14 16 14 3 79 184 129 36 159 14 79 9 33 38
internal_value=-7.36277e-07 -0.00039672 -0.029986 0.0148548 0.00044718 0.0802712 0.00018434 -0.000705131 -0.0491088 -0.017055 0.0359931 0.0672139 -0.0152425 0.00117639 0.0112446 0.00416963 0.0123158 0.0565199 0.0796126 0.00857934 -0.0854083 0.0237286 0.0684189 0.000145817 0.000601374 0.00686634 0.037597 0.0854287 0.000100637 0.00315149
internal_weight=46.3967 24.626 0.138545 0.0804184 21.7708 0.0476768 21.1575 11.1555 0.20965 0.121219 0.0740481 0.0506775 0.0145713 10.002 0.92873 0.848217 0.77751 0.183913 0.144154 0.0231151 0.0707066 0.00866507 0.0149569 9.07325 8.53337 0.631564 0.135656 0.0642581 7.90181 1.61427
internal_count=4633 2863 104 61 1770 41 1697 792 280 201 91 77 71 905 514 472 207 176 160 146 265 186 143 391 368 138 124 88 230 71
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=0 7 15 7 7 13 18 7 15 5 12 9 5 15 17 9 7 2 4 9 16 4 15 6 6 13 6 16 3 5
split_gain=0.000831324 0.00209906 0.00718535 0.00361361 0.00215281 0.00175822 0.00175018 0.00375478 0.00173727 0.00417374 0.00694581 0.0017231 0.00346692 0.00513236 0.00546607 0.0389682 0.0100072 0.00963852 0.01882 0.00318217 0.00723188 0.0042934 0.00285948 0.0112626 0.0306603 0.0360904 0.0240563 0.0286513 0.0392886 0.00390637
threshold=86.09518316945001 22.812602664350003 36.548474543700003 22.995234593000003 22.580797808900005 117.55283175385001 13.204116077450001 23.156313609200001 45.793006327050001 22.744024947450004 227.12825541940001 196.17233399030002 20.872540794500004 36.136500007950012 194.99099661610003 190.90230715925003 23.989000783400005 79.152355410850021 194.12161462850003 197.47612518640003 22.664946999500003 156.40313730310001 34.563011034450007 14.815346158200002 16.425383776450001 112.67059178900001 14.865347326450001 18.974955628300005 85.589753040950015 21.252944829650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 -5 -8 9 11 -11 12 13 14 -9 16 -16 -17 -19 20 -13 -21 23 -23 25 26 -25 28 -28 -24
right_child=1 3 -4 6 5 -7 7 8 -10 10 -12 19 -14 -15 15 17 -18 18 -20 21 -22 22 29 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00085308860431924428 0.0026584437992689522 -0.0077905359551796605 0.012085296022737909 -0.0055547421801805438 -0.0070057812116930537 0.0010577870303241489 0.007533067679299843 -0.00049461368141655207 -0.0053736122130925591 0.01349255454164623 0.00013441942280050236 0.012081843943887553 -0.0090730964938890869 0.0082681797824525217 0.069902171511046288 -0.10206612242770373 -0.0014582569063708013 0.011357710304375275 -0.082893867843780361 0.032555922620014784 -0.003751815790727954 0.00010858132569223231 -0.0039550892800747327 0.07118095535167826 -0.0010721575747828134 0.090873484502055887 -0.058836267674979695 -0.077458143510309163 0.087941427529412933 0.00028479812276211493
leaf_weight=9.1698456538011097 1.6007036937717272 0.58890555852312232 0.6447699110576649 0.53625661094198918 0.56035954011987577 0.52258697326760739 0.68453248370008069 3.6541106167384152 0.58028992225012999 0.61190784620703098 1.0697527148692243 0.67386798495351985 0.57552281210502076 0.54618034907616664 0.02041309777752065 0.038792471896158531 0.52682087736994454 0.037386720112408511 0.048889371352061062 0.040378776408039552 0.50436468049883842 13.35110355763064 3.723306988576951 0.049691521731006882 0.55179123310517753 0.092128718039020896 0.031755101071212266 0.042442742502316833 0.042838631910854019 5.2189504530191488
leaf_count=1185 300 55 44 18 72 15 52 626 56 23 43 51 86 18 29 10 431 9 46 10 4 980 186 14 31 30 27 21 27 134
internal_value=-3.33769e-07 0.000210036 0.00260624 -2.56312e-05 0.00032881 -0.00311462 0.000111882 0.000204762 4.81572e-05 0.000148188 0.00499506 -0.000125598 -0.00173307 -0.000866104 -0.00201925 -0.010306 0.00120365 -0.0606659 -0.0420511 0.000234465 0.00530395 -2.36114e-05 -8.05505e-05 0.000803476 0.0122482 0.0406424 0.0128862 -0.0118647 0.0254571 -0.00148057
internal_weight=46.3406 37.1708 3.32842 33.8424 2.68365 1.08295 33.2535 32.7172 32.0327 31.4524 1.68166 29.7707 5.44812 4.87259 4.32641 0.672303 0.547234 0.125069 0.0862761 24.3226 1.17823 23.1444 23.104 14.1618 0.810648 0.258857 0.166728 0.117036 0.0745937 8.94226
internal_count=4633 3448 431 3017 387 87 2962 2944 2892 2836 66 2770 1255 1169 1151 525 460 65 55 1515 55 1460 1450 1130 150 119 89 75 54 320
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=19 4 14 7 9 4 19 16 5 13 5 18 18 18 13 6 7 0 10 0 5 5 15 6 0 7 5 9 16 16
split_gain=0.000984108 0.00144611 0.00121034 0.0100836 0.0186291 0.00632933 0.00880902 0.00486598 0.0155809 0.00666887 0.0116481 0.00470895 0.00950918 0.00626509 0.00519144 0.00305275 0.00280508 0.00241037 0.00251267 0.00233873 0.00233768 0.0395845 0.0174331 0.0182724 0.00635098 0.00552804 0.00708098 0.00437768 0.00220269 0.00202096
threshold=14.651182102100002 264.40103451365002 261.28828383675005 22.907491544400003 189.68479361675003 267.69992774740007 13.551093343600002 15.454963859600001 16.810410538500005 102.83621194775002 14.608687763150002 16.060787203800004 16.399957653700003 17.267778657600005 95.811270852950017 16.535386346650004 22.995234593000003 107.30980627685001 90.679004281900021 106.56510337475001 22.958759589950002 23.286780469550006 44.024213102900006 16.565387047600002 85.662341410450011 22.435297587800004 23.435546682850003 66.136595672450014 7.8949815381000006 22.674946976100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 20 4 5 -4 -7 8 9 10 11 19 -13 28 17 -9 -17 -15 -19 -5 29 -22 23 25 -24 26 -23 -28 -14 -1
right_child=1 -3 3 7 -6 6 -8 15 -10 -11 -12 12 13 14 -16 16 -18 18 -20 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00028398390718125473 -0.00073891601132084926 0.0063991184612563826 0.052045469593147403 -0.10008495586869973 -0.090585156311540127 0.004351638723426322 -0.10050196712447693 1.829230653284179e-05 -0.10100503037322867 0.05665684779424314 -0.10019477943467803 0.086775808441635502 0.025909086884016837 -0.10008286844015711 0.072261995733546899 -6.1414567900944768e-05 -0.010236352819735192 0.035023837376921114 -0.065684664337494952 -0.0064924058318215523 0.075367426306091209 0.10015865144004343 -0.022142699981574972 -0.00062438756301995532 -0.10088715736610768 0.094970148271048535 0.041690435866466667 -0.10055657242876322 -0.089103111482429886 -0.0032822900640113121
leaf_weight=29.82274811279305 0.55556921484594457 0.58024586313695181 0.017016666031730958 0.0058550665963250648 0.035596600099438547 0.035384487820902373 0.010357747095281589 11.320184681592428 0.020178343461209391 0.015186948934569955 0.013472153207203519 0.013620414875148867 0.0019950706185873921 0.0030482527525919076 0.010230127892100427 0.50472524494398274 0.58496649939252165 0.0072109647990998837 0.0037740963587760135 0.0049079375863811947 0.074080266893726376 0.0062822978361509749 0.019204713808676388 0.90531796747407256 0.021947606739558978 0.026320067525375634 0.0038231184480537195 0.0049838840222480307 0.010071107842492211 1.6784511292225932
leaf_count=1742 47 33 22 57 42 289 74 809 56 7 40 23 19 46 24 5 60 72 398 39 23 2 26 415 14 10 18 35 126 60
internal_value=4.33895e-07 0.00290764 -7.26511e-05 -0.000904123 -0.0327981 -2.15599e-05 -0.0193911 -0.000653557 -0.0216366 -0.00371693 -0.0160765 0.0025893 0.015517 -0.0111988 0.0180859 -0.000468324 -0.00552351 -0.0214078 0.000423794 -0.0574067 0.000249533 0.00486418 -0.000422797 0.00234682 -0.0641392 0.0673054 0.01905 -0.0388072 -0.0700865 9.39652e-05
internal_weight=46.3168 1.13582 45.1809 12.6178 0.0983555 0.0627589 0.0457422 12.5194 0.10955 0.0893721 0.0741852 0.060713 0.04995 0.0363296 0.0242634 12.4099 1.08969 0.0140333 0.0109851 0.010763 32.5632 1.06196 0.98788 0.946727 0.0411523 0.0414094 0.0150893 0.008807 0.0120662 31.5012
internal_count=4633 80 4553 2208 427 385 363 1781 907 851 844 804 708 685 540 874 65 516 470 96 2345 543 520 480 40 65 55 53 145 1802
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=19 2 4 9 13 13 9 8 19 16 15 15 9 15 7 8 6 15 7 0 6 9 16 5 5 13 15 9 15 9
split_gain=0.000799154 0.00163578 0.00104979 0.00412548 0.0147652 0.0214134 0.0223305 0.00920316 0.00698329 0.00613567 0.00235486 0.00347857 0.00271737 0.00230566 0.0134088 0.0256099 0.00749523 0.00248791 0.00208115 0.00366972 0.00295725 0.00654735 0.00271773 0.00187376 0.00689283 0.0057997 0.00278268 0.00185287 0.00368072 0.00346509
threshold=14.651182102100002 241.49325970385004 240.27283890470002 192.20980299475005 117.59584708395001 117.55283175385001 189.34276022045003 8.0437227585500022 13.651101412550002 22.654947022900004 30.632308446700005 26.384523135650003 61.192192081150004 38.992510055900006 22.532843451200005 8.1436447804000007 16.425383776450001 42.968808980200009 23.109894804950002 85.931187223550012 16.525386113000007 205.22231928645002 22.674946976100003 20.911722254300006 21.191508333600002 117.56896250265002 36.080675573650005 201.40496258350001 43.376643616500012 200.15236065845002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 11 12 -4 23 17 -16 -17 -15 19 -5 22 -22 27 26 25 -25 -1 29 -29 -20
right_child=1 -3 3 18 9 -7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00031018242709434247 0.0060520201267458829 -0.0015845283344735597 -0.014443840348690389 -0.00086988924730784704 -0.10067955996436109 0.062236039829249912 -0.084360003649416482 0.061420472190756463 -0.10033627580100764 -0.030713020866844673 0.069354485529305163 -0.10012045074037322 0.025881519912787046 -0.0044580419837407237 0.0012650963518952671 0.014905135139577192 0.050823091637928565 0.0026190689254441644 0.00026216164564216122 -0.01024570903112341 -0.012894793462438357 0.00054609281614134328 0.0071914348355094845 -0.015066663321759375 0.00016033838753403657 -0.00084627521394560956 0.0074278057198746339 -0.00043918758685231865 -0.008939467674226844 0.0062630772387283545
leaf_weight=16.874503564484446 0.62455927756172858 0.5091763332602568 0.050247993399263273 1.5316245159619435 0.022370405535859561 0.04201494978434539 0.038386651623355306 0.022320419174696404 0.0078577721455665994 0.028504183996574284 0.0044143637949431982 0.0037179160261269209 0.025037021458277638 1.1093404235998603 0.52561310032615427 0.085509944089267265 0.18123382959083756 0.89950459070678324 6.7708367770501781 0.57387595523505286 0.55982139303523482 1.027791174411959 0.55819456846074977 0.61692346179188262 4.7703043720633653 0.53597015980631113 0.56776014826027577 6.0500015389558897 0.55624369061479217 1.121629837896531
leaf_count=1136 70 10 826 62 29 34 39 18 23 31 22 60 277 31 7 31 32 17 181 37 26 41 46 82 591 11 33 696 86 48
internal_value=8.35129e-08 0.00262234 -6.57456e-05 -0.000631622 -0.0135275 -0.000952613 -0.0184209 0.00386151 -0.010214 -0.0614785 -0.0017246 -0.00569621 -0.00103311 0.000345035 0.00305609 0.0140724 0.0393089 -0.00128911 -0.000463205 -0.00342537 -8.84971e-05 -0.00419341 0.000344328 2.00164e-05 -0.0015167 -0.00845573 0.000541867 8.07175e-05 -0.00115491 0.00111498
internal_weight=46.2953 1.13374 45.1616 18.9949 0.244872 0.193997 0.151982 0.113595 0.0912751 0.0508746 0.0834173 0.0790029 0.075285 26.1667 2.8012 0.792357 0.266744 2.00885 18.75 2.1055 16.6445 1.58761 15.0569 23.3655 5.9232 1.15289 17.4423 14.4987 6.60625 7.89247
internal_count=4633 80 4553 2582 1359 1299 1265 1226 1208 60 1185 1163 1103 1971 118 70 63 48 1223 99 1124 67 1057 1853 684 93 1169 1011 782 229
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=16 10 7 15 5 6 7 16 17 16 16 2 17 13 6 8 16 2 0 13 9 15 5 10 6 2 12 17 14 9
split_gain=0.000730216 0.00953016 0.0239843 0.0240594 0.00610742 0.00334 0.0247519 0.0252842 0.0119427 0.00463533 0.00225124 0.00671775 0.00503089 0.00579381 0.00265923 0.00240548 0.00315182 0.00202071 0.00214039 0.00187725 0.00186901 0.00395695 0.00670246 0.00359136 0.010801 0.00183025 0.00906552 0.0287843 0.0107358 0.00622309
threshold=22.594947163200004 61.966271448700006 23.164713644150002 36.548474543700003 26.429611911700004 16.565387047600002 24.176603375500004 21.374950016100005 179.33099108465004 18.924955745200005 22.624947093000003 199.01127796720002 199.05253715360001 117.46680109370001 16.475384944750001 8.2435668022500028 22.654947022900004 305.67240907785003 76.535026057600007 116.36722171835002 194.57718764590001 41.54912092575001 20.389142059250002 62.041548276350007 16.455384477450004 136.64906039505004 170.40138255105003 192.92322630085002 228.29423602175004 192.39832633775004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 7 8 9 -7 11 14 13 -12 -2 16 -15 18 19 -6 21 22 -17 24 -22 -3 27 28 -27 -28
right_child=10 5 -4 -5 17 6 -8 -9 -10 -11 12 -13 -14 15 -16 20 -18 -19 -20 -21 23 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.10034409919834149 0.0015491523436159593 0.00065520173670920981 -0.10061453729261015 0.095111860358130185 -0.072954381486671147 -0.10013196587020008 -0.0020110849670264062 0.072222598635069787 -0.10041742699363164 0.10004767671238278 -0.010050338384296703 -0.012249147814535403 0.0089634295991504777 0.0070074765211785017 -0.0034252410511834163 0.0015320507586064648 -9.172916667422242e-06 -0.10002918690935243 0.09734977353080243 0.022529692434457665 0.014239708699698459 -1.555148025449789e-05 -0.013604154033722941 -0.0034629827366036629 -9.4065364206570001e-05 0.09374642380297013 -0.021713731645048216 -0.085653240477986115 -0.055030955319236199 -0.00048555538622672929
leaf_weight=0.0077573406199982755 2.1429981763021173 17.935760373128609 0.011451398176745897 0.049004223798306157 0.0026785956662238606 0.001459524609178752 0.50611308106090291 0.092588962987065315 0.014411023217183683 0.0055761974072083831 0.57533637302082929 0.59901155941941997 0.62224101118772601 1.0888388534804101 2.155722864321433 0.51759426284115606 1.5536403685036928 0.0015676964076004043 0.0028377654771247771 0.0089016694042447497 0.63138126933205319 2.4938922188541426 0.67285535707196686 1.5122114243150688 3.1410204605272156 0.016930858659179537 0.14008451113710485 0.043759899757901621 0.0067975220060914046 9.7277792368665175
leaf_count=116 52 1278 9 10 136 112 6 38 21 7 51 106 86 29 36 8 36 54 14 122 39 79 59 23 128 11 974 67 93 833
internal_value=1.8377e-07 0.000312857 0.0339065 0.0550819 -0.0275376 0.00021358 0.00747208 0.0495602 -0.0482767 0.0585214 -0.000504415 -0.0023279 0.000192824 -0.000254992 -0.000945407 0.000230358 0.00288205 0.00779302 0.0195167 0.000443564 -0.000550897 -0.00227976 -0.0070231 0.00065444 0.00230496 5.20741e-05 -0.00103672 -0.0375627 0.0511258 -0.000786911
internal_weight=46.2822 28.5755 0.0841987 0.0727473 0.0237431 28.4913 0.620149 0.114036 0.0214467 0.00703572 17.7067 4.89773 12.809 12.1868 4.29872 11.6114 2.64248 0.0159857 0.014418 0.0115803 8.96895 3.68434 1.19045 5.28461 3.7724 27.8711 9.93535 0.0674883 0.0237284 9.86786
internal_count=4633 3901 461 452 442 3440 184 178 140 119 732 194 538 452 88 401 65 326 272 258 336 146 67 190 167 3256 1978 171 104 1807
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=14 8 8 8 17 10 5 13 7 9 10 6 19 0 4 17 17 8 8 7 18 7 13 16 16 9 6 10 5 3
split_gain=0.00152812 0.00637118 0.0094641 0.00139353 0.00745686 0.014014 0.00237972 0.000999404 0.00251638 0.018946 0.00998746 0.0249703 0.0154881 0.00517097 0.0365962 0.00769749 0.00372617 0.0289162 0.00515925 0.00331316 0.00271292 0.00268941 0.00209063 0.00203484 0.00268041 0.00645406 0.00181653 0.00259166 0.00278746 0.00547988
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 8.8430989333000021 189.31980273685002 62.425997789000007 22.127107789600004 117.60660091645001 22.812602664350003 194.45262321395003 62.00390986255001 16.465384711100004 14.351157895250003 85.968825637350008 209.52275111965002 189.5403704096 188.13858192940003 8.0437227585500022 8.2435668022500028 19.052023743050004 11.780626785300003 22.929105819350003 117.57433941890001 22.594947163200004 22.624947093000003 199.39609444495002 16.425383776450001 61.86411003975001 21.950234501100002 93.82450029455002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 -6 -7 8 9 10 11 -2 19 14 15 -12 -15 -18 -19 20 -13 22 -10 -9 25 -25 -26 -28 -29 -30
right_child=3 2 -4 4 5 6 -8 23 21 -11 13 12 -14 16 -16 -17 17 18 -20 -21 -22 -23 -24 24 26 -27 27 28 29 -31
leaf_value=0.037719567682471533 -0.06875824261669751 -0.08560112055030393 0.0097341000701687639 -0.00020860967982726608 -0.10061084672755344 -0.023903513059402068 0.014741907973316119 0.0048212334687390123 -0.008940328513422198 0.049938849339417737 -0.10085927513780302 -0.057056464526789807 0.10020374166612744 0.00076518370740313987 0.0010555653828075626 -0.022311737562942136 0.0010182861619837354 0.037568375620209524 0.088204444563865933 -0.1004456256057996 0.05374108534119159 0.00020218138842372372 -0.00014884250768314953 -0.012977921189108463 0.0031810950929550027 0.0021410857700862409 0.0014686336283068408 -0.00092274920361328514 -0.013831445244666812 9.8411949594089617e-05
leaf_weight=0.01582879709471896 0.016684079222602878 0.020343983564089285 0.021331069983716588 0.53226800380801975 0.022059181191252719 0.040422151790494354 0.026302533311536536 0.57109281654612587 0.58170953966866423 0.083470219266899792 0.045983823618345521 0.0037100894348278332 0.04233794343849695 2.1003844962019529 0.52452065041236695 0.017121679615229368 0.51889845439099236 0.036868664028588682 0.044298662935034372 0.003965770500070743 0.0054653812412084335 33.062552917671859 0.50558207479480188 0.59891158273902056 1.0727725208289483 0.53418297000644088 2.0171463630540529 2.0633177006384362 0.58440281573166408 0.54650160030477934
leaf_count=22 58 15 35 82 35 33 18 110 45 23 114 121 9 238 87 6 89 31 24 174 59 2956 7 22 25 23 68 28 36 40
internal_value=8.29304e-07 -0.0162906 -0.0368045 2.11055e-05 -0.00468385 -0.0315133 -0.00866968 8.52104e-05 0.000301057 0.00287745 0.00170842 0.0385091 0.0707672 0.000900757 -0.00760048 -0.0795479 0.00275065 0.00970031 0.065204 -0.0240703 0.00894024 4.12507e-05 -0.00485236 -0.000930578 -0.00137344 -0.00585026 -0.000566225 -0.00133762 -0.00310976 -0.00709994
internal_weight=46.2604 0.0575039 0.0416751 46.2029 0.621052 0.0887839 0.0667247 45.5819 37.5936 3.44371 3.36024 0.0721633 0.0554792 3.28808 0.587626 0.0631055 2.70045 0.600066 0.0811673 0.0131412 0.00917547 34.1498 1.08729 7.98833 7.41724 1.13309 6.28414 5.21137 3.19422 1.1309
internal_count=4633 72 50 4561 168 86 51 4393 4041 1033 1010 421 363 589 207 120 382 144 55 354 180 3008 52 352 242 45 197 172 104 76
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=8 19 6 17 15 5 3 13 5 2 10 17 8 9 16 7 0 0 15 15 12 17 18 14 2 3 6 19 19 4
split_gain=0.0009484 0.00503967 0.015241 0.00445344 0.00945032 0.00837766 0.000972083 0.000762559 0.00193798 0.00377632 0.00182012 0.0277163 0.010273 0.00205258 0.00178168 0.00222142 0.0154506 0.00160288 0.00203776 0.00152798 0.00233927 0.0151243 0.0211075 0.0148172 0.0107988 0.0110832 0.0132771 0.0149345 0.00903037 0.00802159
threshold=8.8430989333000021 14.451165964200003 16.605387982250004 198.58733702675002 32.84618138455 30.133297129900004 94.16862293520002 117.60660091645001 20.971847224900007 72.043920985000014 61.993156030000002 189.44392401325004 5.9453602998000008 70.238863950400017 22.594947163200004 23.164713644150002 85.769879735700016 85.683849075550015 42.968808980200009 46.674706678850008 226.26044291545003 199.05253715360001 13.845746551550002 300.29716420680006 206.22726210890002 92.367355987800025 15.695366719750002 13.851117550450002 13.651101412550002 415.14998645010007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 6 -6 10 -9 -10 11 12 13 -1 -11 16 17 18 -16 20 -12 -22 -23 -24 -25 26 27 28 -26 -29
right_child=1 2 3 -5 5 -7 -8 8 9 14 19 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 24 25 -27 -28 29 -30 -31
leaf_value=0.014615534773709308 -0.00057490404748135966 -0.10053250835795416 0.089885608607825546 -0.038639149366362709 -0.041555742788689232 0.046053620731725496 -0.10008302356793448 -0.0065814573088355637 0.055695496275249869 0.0049383632281450535 -1.4420083500061438e-05 0.00065495274906588569 0.10031389276534311 -0.10001939873127984 -0.0058488288514107114 0.00073607755984520721 -0.01649722029386615 0.0036966893684345658 0.0016379710417512242 -0.0051451263580811393 0.00063761540412237165 0.099873558379127397 0.099898175316116389 -0.10087352529500307 0.0050701861824066384 -0.10040965571052596 0.057276079907385938 -0.071827805880084181 0.091113860470491873 0.017654435725322656
leaf_weight=0.011684647904723539 0.56453571951716597 0.020972591657482553 0.012713092495687306 0.019449536872343742 0.0047850987903075293 0.010689448972698301 0.0069735122051497456 0.54628577099356412 0.011976965493886271 0.55705059044800531 33.549317858712506 1.0343131642515127 0.039681796963122906 0.0018029589128614474 0.61341478658141635 3.6754144571373217 0.66020289257539833 1.0373472712963119 0.89249165187045776 0.54238370741643294 2.1946702992326408 0.03433561175188532 0.018579369971121196 0.0089690316690393956 0.040904879896057622 0.0083791701668076146 0.055270961463975254 0.033171156539992808 0.017379914437697153 0.014352897287608357
leaf_count=98 104 19 12 15 6 9 39 21 18 103 2354 24 14 298 36 97 51 10 33 99 595 7 5 5 400 30 50 29 18 34
internal_value=8.47003e-07 -0.00382157 -0.0280711 -0.000243179 0.0209957 -0.018019 -0.0762657 5.45057e-05 -0.000832434 -0.000410757 0.000243053 0.00427456 0.0746874 -0.000708316 -0.000501126 -0.000941616 -0.00286648 0.000671922 -0.0014117 0.000122996 0.000202421 0.00320112 0.0275202 0.01491 0.00606039 0.0117201 0.017553 -0.00319702 0.0307275 -0.044803
internal_weight=46.2395 0.640119 0.0755833 0.0546107 0.0351612 0.0224481 0.0117586 45.5994 7.99418 7.4479 37.6052 1.08748 0.0531694 0.0134876 7.43592 6.87887 3.20346 2.54325 1.50591 36.5177 35.9753 2.42601 0.231343 0.197007 0.178428 0.169459 0.16108 0.105809 0.0582848 0.0475241
internal_count=4633 204 100 81 66 54 45 4429 369 348 4060 434 410 396 330 227 130 79 69 3626 3527 1173 578 571 566 561 531 481 418 63
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=14 8 8 8 17 10 5 15 19 9 2 16 19 8 9 15 2 6 9 18 16 13 9 15 15 10 2 0 9 17
split_gain=0.00132574 0.00536958 0.00846953 0.000955813 0.0054799 0.0125175 0.00212515 0.000814876 0.0323774 0.01121 0.00472381 0.00308087 0.0274344 0.0183609 0.0168567 0.00176675 0.0107394 0.00879094 0.0359895 0.0166292 0.0168238 0.00915907 0.0202255 0.00547367 0.024313 0.0501771 0.00611825 0.00366403 0.0376511 0.026485
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 8.8430989333000021 189.31980273685002 62.425997789000007 22.127107789600004 23.884857921950005 12.851036860900001 182.80199813410005 207.58106365020004 15.524963695900002 12.551012654050002 8.0437227585500022 197.00658341100004 31.264641197600003 59.078594408600004 14.815346158200002 195.46053662500003 14.194363735100003 18.684956306450005 113.0174028878 192.20980299475005 32.355961258350007 31.445204138150004 64.730006406800015 71.708303056200009 95.988709089550014 198.14098854835004 189.5403704096
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 -6 -7 8 11 10 -10 -2 13 -13 -14 17 -17 27 21 -20 -21 22 -19 24 -18 -26 -25 28 -9 -30
right_child=3 2 -4 4 5 6 -8 15 9 -11 -12 12 14 -15 -16 16 23 18 19 20 -22 -23 -24 26 25 -27 -28 -29 29 -31
leaf_value=0.034228455707327153 9.7678791071670872e-06 -0.083368710202708141 0.0091839582342279607 -0.00015762441262138412 -0.10049727902723014 -0.021707312241412979 0.015282990349387746 0.0026976962763678209 0.043148026526354626 -0.092336827423622217 -0.10006618866686592 -0.10019846163561721 0.068744760461250179 0.087163049380789337 -0.10088490450081725 -0.10088034879008445 -0.0013111440022931537 0.020144749951950112 0.074902407064545151 -0.018087080137192551 0.054504293707044418 0.0030144781145724124 -0.08541904902457198 0.034676094181834399 0.099233490134586377 -0.097436725285523954 8.5157349564928989e-05 0.0012597124631410106 0.014706104330655948 -0.10121317882089381
leaf_weight=0.015592384326096886 5.9008345773144724 0.018936767501145368 0.020690365297923563 0.53196203336687986 0.018417674922147853 0.039345177882040616 0.025661347026471049 0.59977799755723804 0.010233074770908734 0.051616249767086231 0.0029720504751554752 0.0065631979258341513 0.007009649251799476 0.025755649578059092 0.035665545998881498 0.010563442105193555 0.50261827549525406 0.034842279832241974 0.10257224529050291 0.059444401199471031 0.068969003739766777 0.52663900291737686 0.037883811222855002 0.051214920822529986 0.016064013891085693 0.067410933362054948 32.039429101530821 5.3004805039475897 0.028399907023413107 0.064416141505716951
leaf_count=22 1618 15 35 82 35 33 18 119 100 119 56 118 93 6 25 3 14 29 24 36 33 266 16 21 11 113 1208 276 33 56
internal_value=1.59698e-06 -0.0154839 -0.0350445 2.01189e-05 -0.00389458 -0.0277236 -0.00710538 7.30055e-05 -0.0010087 -0.0713028 0.0109151 -0.000246205 -0.0203872 0.0491143 -0.0730222 0.000238384 -6.71372e-05 0.00170197 0.0113449 0.0448809 0.0209007 -0.00157929 -0.0348446 -3.45472e-05 -0.00961147 -0.0595893 0.000140363 0.000365921 -0.00647434 -0.0657441
internal_weight=46.222 0.0552195 0.0396271 46.1668 0.615386 0.0834242 0.0650065 45.5514 6.04065 0.0648214 0.0132051 5.97583 0.074994 0.0323188 0.0426752 39.5107 32.6873 6.82343 0.830351 0.230986 0.128413 0.599365 0.0727261 32.6767 0.586093 0.0834749 32.0906 5.99307 0.692594 0.092816
internal_count=4633 72 50 4561 168 86 51 4393 2135 275 156 1860 242 124 118 2258 1370 888 404 93 69 311 45 1367 138 124 1229 484 208 89
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=9 4 7 4 18 17 5 9 0 10 17 6 7 15 2 8 10 0 17 9 12 6 5 0 6 2 9 16 18 2
split_gain=0.00072432 0.00484339 0.00273406 0.00995828 0.00553448 0.0415127 0.0357233 0.00980436 0.0291583 0.0218676 0.0307196 0.0151786 0.00731287 0.00484733 0.00976827 0.0041197 0.00270936 0.00740509 0.00421585 0.00241865 0.00197806 0.00204144 0.0134491 0.0140301 0.00160005 0.00152501 0.00455885 0.0019813 0.0102986 0.0214571
threshold=201.65416293750005 143.58239362595003 25.334697901700004 173.16684681400002 14.766942149300002 204.73764675200002 16.222050829800004 204.89606367675003 86.692020874450009 62.334590212600006 186.69708271700003 14.845346859150002 23.543468673550006 25.852338405700003 108.63443756215001 8.4434108459500017 67.181880221750006 87.525442894850016 183.93802912725002 201.40496258350001 143.62136700335003 13.705320222600003 18.428229854150004 97.789976036950009 16.425383776450001 63.19085977000001 191.61296531520003 22.544947280100004 13.037923179150001 126.88362105025001
decision_type=2 2 2 2 2 2 2 2 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 4 -4 7 6 -6 8 12 -10 -11 -12 -3 -8 -15 -9 17 24 -18 25 -5 -22 23 -23 -17 26 -1 28 29 -27
right_child=1 2 3 20 5 -7 13 15 9 10 11 -13 -14 14 -16 16 18 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0012511685785381377 0.047151452202785243 -0.10125768498594168 0.052541100593553151 -0.0020201060165951881 0.016616515335595435 -0.00082629995597786182 -0.10125080302115211 0.0082921612770441838 0.043491867667539492 -0.00012435624311389463 -0.10118567411709822 -0.029942555119596925 -0.038656227749912231 -0.10063976783589686 0.011880292632510841 -0.006034848509457999 0.0016454029998201611 0.010511179977395001 -0.010915336377694851 0.0066999739493583807 0.00053643626984173061 0.076383119229146146 0.00218597811175811 -0.0015196708455671791 -0.00016098587726104917 0.093930120968209685 -0.0095870823235811638 -0.0002162825687190078 0.0013219248281258556 -0.029006440730456679
leaf_weight=1.042564588385505 0.021257655180307533 0.038330027749706619 0.037120643741218262 2.0199793019671839 0.047048959655512479 1.0239076776870204 0.07695692678140631 0.60521905911866714 0.08193799268337898 0.5066601272119442 0.045170483135734685 0.088490592257585377 0.036363058299684781 0.018993900594068691 0.01299331550160332 0.52304130615812017 0.51060766989219508 0.65822013291472092 0.56056800421720254 0.57664146806649696 3.6328964716615779 0.051922376944275928 1.0829078133957066 0.041673130487652088 4.0911710223372069 0.034524808908597472 0.61822922663085922 19.646464737981457 8.4190419302560766 0.024113411201346212
leaf_count=53 24 25 37 158 22 37 22 53 35 27 77 30 18 32 19 14 13 72 45 17 396 20 147 23 166 243 50 570 1885 303
internal_value=-4.55347e-07 -0.000549251 -0.00061346 0.000886694 -0.00176752 -0.00814763 -0.0562034 -0.000795654 -0.0113012 -0.00514997 -0.0113744 -0.054019 -0.0707812 -0.0876516 -0.0549337 0.000409208 -0.000342874 0.000588642 -0.00492789 0.000285378 0.000605929 0.00170888 0.00532925 0.0416971 -0.000826814 0.00016119 -0.00278336 0.000335073 0.0016128 0.0433757
internal_weight=46.175 15.8134 15.7922 6.8665 8.92568 1.1799 0.155993 7.74578 0.796952 0.722259 0.640321 0.133661 0.0746931 0.108944 0.0319872 6.94883 6.34361 5.27243 1.07118 30.3616 6.82938 4.8094 1.1765 0.0935955 4.61421 29.7849 1.66079 28.1241 8.47768 0.0586382
internal_count=4633 1512 1488 781 707 132 95 575 212 169 134 107 43 73 51 363 310 252 58 3121 744 586 190 43 180 3104 103 3001 2431 546
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=16 7 16 3 8 19 10 17 2 16 9 7 2 6 15 6 7 8 16 16 15 13 19 7 18 16 18 9 6 6
split_gain=0.000664914 0.00285155 0.00850087 0.00165425 0.02828 0.0112814 0.0136193 0.00749414 0.0125804 0.00599973 0.0103699 0.00465855 0.00182243 0.00203451 0.00181587 0.00180947 0.00137474 0.0160989 0.00133222 0.00120623 0.00409994 0.00112588 0.00139041 0.00133895 0.00205306 0.00124736 0.00520567 0.00713764 0.00356837 0.0118527
threshold=22.704946905950003 21.833224794850004 22.834946602000002 93.883646373400012 8.2435668022500028 14.351157895250003 61.923256118600001 188.51582982015003 135.87377242040003 22.654947022900004 180.48474949425002 19.506002767000002 305.67240907785003 15.745367888000002 20.734744936600006 17.435407375500002 22.343045670750005 8.3434888241000014 22.724946859200003 22.664946999500003 40.726271367500011 117.71413924170001 14.651182102100002 22.502236473750006 13.037923179150001 22.624947093000003 13.24088655595 192.57902085675002 16.485385178400005 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 18 16 9 6 -6 -7 -9 10 11 12 13 -5 -15 -16 17 -1 -3 21 -21 22 23 -18 -25 26 27 -26 29 -27
right_child=1 2 -4 4 5 7 -8 8 -10 -11 -12 -13 -14 14 15 -17 19 -19 -20 20 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.00019561033452813006 -0.001739306504158798 0.018094004263733164 0.0015705857761750429 0.083912412963096691 0.08811695116491805 -0.10052704411610702 -0.10014696840427656 -0.0055194490561820643 -0.089042285426073703 -3.1416870344044317e-05 0.086900012372466473 -0.10022207857799342 -0.10002437867166819 -0.10008945862378182 0.031840246583232472 -0.1000098862340195 -0.0046767761908413459 0.059189084912165617 0.038800752057906132 -0.0063541633537066849 0.0041158275856685205 -0.0025866850609941802 0.0049977204808245744 0.0032201908044800793 0.0010979225439851756 -4.9302578935072343e-06 3.8664360691780364e-06 -0.0142673230502165 -0.00061599062547499988 0.016322519321241971
leaf_weight=0.54051159298674534 0.89055455032030184 0.053473556021344848 0.56911116309538556 0.0040251008867906264 0.011595364599088609 0.033344081967285888 0.0057470924393268055 0.039885902544483542 0.032916103888804171 1.0114212807620788 0.021663760301393609 0.0046001333874894487 0.0013142081853930758 0.0015292003206202063 0.0090788653727180701 0.0011756381403191804 0.57864963616316245 0.049861805484397337 0.07416329763509566 1.0699242261471216 0.57501928477751096 1.5385939689003851 0.58782463421812181 2.0864074346428501 0.59643906171549932 1.6207155801930633 29.313375955343378 0.61309513903324842 3.5925052433995006 0.61269451820407983
leaf_count=255 49 21 62 14 5 37 62 21 60 13 22 332 46 26 76 139 49 34 34 28 39 17 37 35 38 55 2920 30 38 39
internal_value=-1.46263e-06 0.00200972 0.00680157 -7.31141e-05 -0.00377014 -0.049048 0.0257284 -0.0612651 -0.0432828 0.00153062 0.0379444 -0.0108774 0.0131253 0.0225316 0.00156496 0.0167242 2.73155e-05 0.00481991 0.0301256 -3.88152e-05 -0.00269419 6.73567e-05 0.000170471 9.77383e-05 0.000169619 -5.48205e-06 -0.000261412 -0.00669049 0.00133537 0.0044742
internal_weight=46.1412 1.5873 0.696748 44.5539 1.1783 0.123489 0.0173425 0.106146 0.072802 1.05481 0.0433869 0.0217231 0.017123 0.0158088 0.0117837 0.0102545 43.3756 0.590373 0.127637 42.7852 1.64494 41.1403 39.6017 39.0139 38.4352 36.3488 30.5229 1.20953 5.82592 2.23341
internal_count=4633 166 117 4467 853 185 67 118 81 668 655 633 301 255 241 215 3614 289 55 3325 67 3258 3241 3204 3155 3120 2988 68 132 94
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=10 6 9 2 15 9 17 13 19 9 6 16 13 6 16 8 0 19 10 13 0 4 16 19 15 6 3 18 10 15
split_gain=0.000660202 0.00800379 0.0452828 0.0115026 0.0104906 0.0128225 0.00645851 0.00460747 0.0371501 0.0703885 0.00746711 0.0102238 0.00467527 0.00438428 0.00723359 0.0124817 0.00327988 0.00320526 0.00265223 0.00228055 0.00199048 0.00306671 0.00200486 0.00206497 0.00190074 0.0111148 0.0323306 0.0114931 0.0113545 0.00667199
threshold=75.629015667650023 12.325287978400002 209.24553857890001 188.61740261325005 20.538897842700003 205.73475031020004 162.04221493815001 104.19926021995002 12.350996516100002 209.24553857890001 13.705320222600003 15.564963602350003 99.865465713650011 11.085259005300001 17.809958352600002 7.1444245619500011 104.03526427400001 10.950883550750001 75.085947125300024 96.789869612400011 104.22883325935001 280.05827244160008 13.914967460750001 9.4507625164000029 28.579157549250002 14.815346158200002 87.399085362750014 12.560600218600001 70.128430332750014 28.298162031900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 5 -3 -2 8 -1 10 11 -10 -13 14 15 16 17 -8 24 20 -18 -22 23 -23 25 29 28 -28 -27 -9
right_child=1 2 -4 -5 -6 -7 13 18 9 -11 -12 12 -14 -15 -16 -17 19 -19 -20 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0042421758398131513 -0.087980454823222129 0.060446591069723887 0.000407853769704351 -0.00097337293517278732 -0.10106662537976968 -0.088902219702163152 0.0892129645766081 -0.00030875141528949611 0.093669652657664526 -0.080757589901210958 0.099829009598712173 0.030320397349924512 -0.10020492956063698 0.0011627803113101536 0.06728920021245792 -0.10032235436936916 0.07935058255579075 -0.090609690977047352 -0.0040572707204962659 0.10002817375492885 -0.10001374773228058 -0.10001743550310604 -0.065545538276883031 0.022682482261868454 -9.6755562369799455e-05 0.088852027251661414 0.01820003968096014 -0.1004983217624778 0.020620091395179011 0.011358141377609115
leaf_weight=0.52793489659802395 0.0082222546185722889 0.010154379980917727 0.5839275660107841 0.021199803989134125 0.072808093893399928 0.013249676560008083 0.0011660334857878088 3.7400802125141546 0.014639833673982153 0.03165946967783384 0.094517170822024141 0.0055702004474937894 0.0054090107280444499 4.0903426048902247 0.0077507991650236354 0.020031118832552153 0.0029564335261511579 0.0066120708609460621 1.555667087556684 0.0025053643039427689 0.0031489806184854521 0.0014634960340806904 0.0035650523154231442 0.0218414811418981 34.582310740603759 0.05641052436840216 0.013506213800306685 0.020597780957176196 0.042964557185769081 0.56409768912999414
leaf_count=202 164 15 93 24 42 33 4 235 26 14 30 34 26 203 28 248 22 173 33 4 176 146 62 297 1751 21 298 194 26 9
internal_value=-1.38601e-06 -0.00110241 -0.0109862 -0.0676527 -0.0823451 -0.0241039 0.000560074 0.00012861 0.00829359 0.0518921 0.0868493 0.0389628 -0.0339841 0.000735016 -0.0238945 -0.0350613 -0.00484204 -0.0636521 -8.17124e-06 0.0080503 0.00106212 -0.00664815 0.00429365 0.0149772 0.00015326 0.00210161 0.0305208 -0.0534902 0.0593521 0.00122029
internal_weight=46.1263 4.87095 0.70134 0.117412 0.0962122 0.0234041 4.16961 41.2554 0.679731 0.151796 0.120136 0.025619 0.0109792 4.16138 0.0710408 0.06329 0.0432589 0.0077781 40.5756 0.0354808 0.0329754 0.030019 0.02687 0.023305 39.02 4.43766 0.133479 0.034104 0.0993751 4.30418
internal_count=4633 1734 207 114 90 48 1527 2899 332 130 116 86 60 1363 1160 1132 884 177 2567 707 703 681 505 443 2534 783 539 492 47 244
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=13 15 5 0 13 15 5 9 9 19 5 15 13 17 9 17 3 9 15 15 9 7 17 13 19 18 2 15 16 15
split_gain=0.00063815 0.00168692 0.00292201 0.0349178 0.00154099 0.00152313 0.00407812 0.0280586 0.0441552 0.0185168 0.002395 0.00231073 0.00407579 0.00242029 0.00263368 0.00130847 0.00120538 0.00443498 0.00250138 0.0038206 0.00585757 0.00374254 0.00396638 0.00233174 0.00649704 0.00161728 0.00274353 0.00665384 0.00195024 0.00144186
threshold=117.60660091645001 46.674706678850008 24.225659292200003 85.990333302400003 117.60122400020002 41.195083317300011 21.252944829650001 188.08209940425004 200.15236065845002 14.451165964200003 29.110986871100003 44.483611103700007 117.67650082785001 188.27285108100003 205.93480238635001 185.31329674715002 93.216908757050007 201.16241229375001 35.133229767950006 38.86986296220001 200.95377551580003 22.773029501100002 190.19286262750003 117.55283175385001 14.351157895250003 13.278511569200001 94.087390192850009 37.491361913600009 22.644947046300004 42.33967733730001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 -2 15 -9 -10 -11 13 -13 -7 -15 -8 23 18 -18 20 -20 -21 -23 25 -25 26 -1 -28 29 -27
right_child=5 -3 3 -5 -6 11 7 8 9 10 -12 12 -14 14 -16 -17 17 -19 19 21 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.00028387730444220195 -6.062080860442746e-05 -0.0053423314965931621 -0.0004324599385438705 0.08552555657849148 0.003888280322509461 -9.0119404668192736e-05 0.0020140361807976259 -0.084141584383937471 0.091489503581909618 -0.10004647267275855 -0.0041926660594552656 -0.0094110968355572821 0.0024554035880694058 0.0099266164284228884 0.00020020312804122206 -0.0050683710177195015 0.0060399032116795308 -0.0097471485011538048 -0.012702157066831851 0.0078941362685753334 0.0018217866690925788 -0.0054643332022808883 0.0031201561838704343 -0.0032479324047370501 0.012193992850678473 0.00010369663022564728 -0.0020583592140751717 0.013410064776098836 -0.0058842710790210171 -0.0049631484501878112
leaf_weight=1.541808758795461 2.5827411375576044 0.5459333010479871 0.52346245056582219 0.051947632180599612 1.0679137830156822 2.4735432692104955 0.513910909333126 0.10000316525474762 0.025381644907611189 0.0068488302304103854 0.0042083859461854445 0.57897235769959798 0.57880760466150605 0.61279067277791888 0.51015892934810836 0.52976034922176041 0.53915556141565879 0.56565643015898626 0.61531578200811077 0.58252278254076406 0.50605917721986771 1.0686610014236069 1.0843624619568855 0.52241207149927393 0.56948181962070521 25.523778073337876 0.51944685296970028 0.59848777645675 0.57723809280287142 0.5742612689063965
leaf_count=28 38 111 474 34 17 31 100 26 9 40 13 69 49 35 17 20 150 55 45 30 2 24 39 15 26 2975 35 26 46 54
internal_value=-1.23876e-06 0.0001759 0.000257251 0.00732777 0.000145654 -0.000782784 -0.00228594 -0.00715618 -0.0498022 0.0444391 -0.0635644 0.000406918 -0.00347869 0.00165777 0.00550788 -0.00158094 3.2714e-05 -0.00141253 -0.000340095 -0.00123195 -0.00614773 0.000783162 -0.00114079 0.000268392 0.00480587 9.94998e-05 0.00245094 0.00622268 -0.000134958 -7.79423e-06
internal_weight=46.095 37.5779 37.032 0.57541 36.4566 8.51713 3.76285 1.18011 0.136442 0.0364389 0.0110572 4.75427 1.15778 3.59649 1.12295 1.04367 35.3886 4.96173 4.39608 3.85692 1.12137 2.73555 2.15302 30.4269 1.09189 29.335 2.65974 1.11793 26.6753 26.098
internal_count=4633 4186 4075 508 3567 447 246 208 88 62 53 201 118 83 52 120 3550 345 290 140 47 93 63 3205 41 3164 89 61 3075 3029
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=9 4 4 9 17 15 7 7 4 18 17 18 6 5 5 9 0 10 17 6 7 13 0 9 10 9 10 6 17 6
split_gain=0.000733317 0.00411621 0.0103503 0.00240296 0.00334815 0.00318099 0.00848091 0.00221401 0.00487715 0.0108451 0.0323742 0.00430712 0.00992611 0.0509688 0.0138861 0.00740556 0.0260839 0.0146753 0.0250581 0.0144346 0.00866682 0.00474588 0.0232371 0.0234502 0.0425564 0.0184037 0.00757975 0.00304902 0.00210436 0.00176389
threshold=201.65416293750005 143.58239362595003 157.77812180380002 199.17419511990002 195.14561408000003 23.949961253350004 23.365573965200003 25.334697901700004 186.21894689785003 15.398663672050001 200.68261045605001 14.766942149300002 13.775321858200002 18.595543819400003 16.316541761950003 204.89606367675003 86.692020874450009 62.425997789000007 186.69708271700003 14.845346859150002 23.623818563000004 116.99094400460001 96.324766355850002 207.40106631805003 67.254468591300011 211.24289424260004 64.630533455950015 16.425383776450001 194.99099661610003 14.325334709150001
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 5 -5 -7 11 9 -9 -11 15 -13 14 -14 16 20 -18 -19 -20 -4 22 23 -17 25 -25 -27 -23 -26 -1
right_child=1 2 7 4 -6 6 -8 8 -10 10 -12 12 13 -15 -16 21 17 18 19 -21 -22 27 -24 24 28 26 -28 -29 -30 -31
leaf_value=-0.002664001655316012 0.044534880172759861 -0.10034630476213331 -0.10106881923056277 -0.00027407165148618187 -0.00042934908798357126 0.0013703727329870716 0.011941645654648366 0.10009030884764891 0.00056318417217237216 0.082271613649231176 -0.10031401210479501 0.002529703962579513 -0.021917340892356044 -0.0024866324337225938 -0.099870182009920969 0.075945971064133047 0.035250363812906908 0.00043459710888956669 -0.10112270192082905 -0.027211740159253175 -0.029834425874361525 -0.0080338798179005969 8.4389450031447473e-05 0.088943020816623183 -0.042930176341729562 -0.016309850217561758 0.051077345431242142 -0.00035967368447189954 -0.083981421835202463 5.7702120784441609e-05
leaf_weight=2.7306150197287691 0.020220843163767266 0.010398622849385641 0.037596320558492269 1.5586713709326128 4.1364012561130608 2.0878866187658507 1.19227428769625 0.015900542959569886 6.8002880389255864 0.0221617944618 0.017285252513829619 0.5487211817235218 0.032166702123504365 0.50572161798544357 0.078910627014920465 0.084001800751138833 0.083007411391008645 0.50703081643587211 0.037803597902893671 0.087773431412642822 0.031298247678932967 0.5840622904797782 1.5286794015955818 0.05149175604424272 0.022569589723177685 0.042469416308449581 0.027499915562088972 4.5577405580379491 0.027952978591201827 18.606536652163665
leaf_count=1465 24 19 25 44 96 28 39 6 718 41 16 27 12 24 68 30 36 26 75 30 16 41 19 35 21 21 33 130 19 1449
internal_value=-8.38528e-07 -0.00055407 -0.000611985 0.000286847 0.00165965 0.0034454 0.00521282 -0.000546063 0.000803811 0.0303685 0.00226465 -0.00158862 -0.0072545 -0.0159588 -0.0772959 -0.000732216 -0.00994054 -0.00428285 -0.00947019 -0.0494618 -0.0687076 0.000310744 0.0047538 0.0326383 0.0114856 0.0435677 0.0101752 -0.00123139 -0.0656429 -0.000290607
internal_weight=46.0751 15.7628 15.7425 30.3124 8.97523 4.83883 3.28016 15.7321 6.85564 0.0553476 0.039447 8.8765 1.16552 0.616799 0.111077 7.71098 0.78451 0.715615 0.632608 0.125577 0.0688946 6.92647 1.78466 0.255985 0.171984 0.121461 0.0699693 5.1418 0.0505226 21.3372
internal_count=4633 1512 1488 3121 207 111 67 1469 781 63 57 688 131 104 80 557 208 167 131 105 41 349 178 159 129 89 54 171 40 2914
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=6 6 5 4 7 5 16 7 18 17 6 7 8 13 6 17 17 10 13 0 7 9 6 17 0 0 4 4 6 19
split_gain=0.00085169 0.00155793 0.0152432 0.0181361 0.0414027 0.0268181 0.0212199 0.0162372 0.0159933 0.0154958 0.012789 0.010534 0.00932288 0.00590109 0.0340511 0.0170289 0.00377031 0.00536208 0.00373259 0.00200236 0.00373908 0.0138282 0.00304964 0.0021583 0.00220572 0.00198906 0.0019401 0.00194447 0.0232605 0.0228929
threshold=16.465384711100004 16.245379570700006 20.971847224900007 278.75859950360007 23.322419822750003 22.533652790000001 22.654947022900004 23.032419884600003 14.390586827150001 215.11020472680005 15.785368822600002 21.442433661550002 8.1436447804000007 117.41840884735002 16.405383309150004 200.17087924040001 199.05253715360001 62.425997789000007 107.58940592240002 86.538778761000017 23.131311951800004 205.93480238635001 16.375382608200002 191.06791329340004 86.135510041400025 85.823648898300021 143.58239362595003 285.22127102665007 14.935348962050002 13.851117550450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 7 8 11 10 16 -10 12 -7 18 14 15 -3 17 -5 -4 22 -21 -22 -15 24 25 -24 -1 -28 29 -29
right_child=-2 13 3 5 -6 6 -8 -9 9 -11 -12 -13 -14 19 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.028147871164023675 -0.00062393074829439376 0.081652189874120984 -0.04548893439016069 0.099457275626661221 -0.10147669824744131 0.025746882046897492 0.057141024164599652 0.084707984870484962 -0.08610654012483393 0.099300676258295348 0.04241404501042545 -0.095853634523586209 -0.10060121205892161 -0.0076481655177277801 -0.0021371057964079108 0.018653247273499325 0.097418602307098159 -0.011773704494187104 0.10001210422848741 -0.00089696423365670627 0.01742773685735563 -0.0013420059359352833 0.0030758862318562841 -0.0022153152080542082 0.0055830582774453854 -0.0029721407024887736 -1.6603187210442041e-05 0.010169301747288121 0.083450412341699753 -0.081652426180003679
leaf_weight=0.024669820122663277 14.880159801082376 0.082489650703167494 0.003295863327991407 0.0080344929075866212 0.072129468204366276 0.0085865670011715522 0.015968055580742657 0.019581520732117497 0.014323871241984421 0.0065778371160263296 0.017592609061926681 0.041823291557318565 0.020625314093194902 0.53391912061284408 0.54716234813865583 0.08941367067018291 0.031468455737922341 0.0094096389104265654 0.0037911640336147912 1.5242520374013113 0.64312584867002431 1.0072483848707632 1.0890826306508823 2.109292835653068 1.0809011784185711 1.0860271729325175 20.81754237296672 0.1796403523888469 0.035797853081021458 0.031987388049174115
leaf_count=13 1056 45 103 15 19 54 10 8 56 17 26 70 8 50 25 39 14 27 11 16 92 12 51 78 30 25 1511 1101 14 37
internal_value=-1.5476e-06 0.000295706 -0.000183069 -0.0236521 -0.0493393 0.00219039 -0.0433187 0.00861798 0.0454595 -0.0277583 -0.0242693 -0.0751408 -0.0666019 0.00134013 0.0100602 0.048884 0.0767474 0.0394575 0.032346 0.000649101 0.00267411 0.00597228 -0.000440642 0.000276602 0.0018909 5.61207e-05 0.000120964 8.81405e-05 0.00890092 -0.00370949
internal_weight=46.0359 31.1558 21.3628 0.273208 0.137016 0.136192 0.0663779 0.0648865 0.0698143 0.0209017 0.045305 0.0504099 0.0277123 9.79291 0.719066 0.171903 0.0489126 0.0174441 0.00708703 9.07385 3.17463 1.65037 5.89922 5.3653 3.25601 2.17511 21.0896 21.065 0.247426 0.211628
internal_count=4633 3577 3114 438 175 263 134 156 129 73 148 124 122 463 109 84 56 42 114 354 120 104 234 184 106 76 2676 2663 1152 1138
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=6 9 17 9 17 9 7 10 18 5 8 5 9 9 0 6 5 4 7 5 16 7 18 17 6 7 8 13 6 17
split_gain=0.000689777 0.00150709 0.0312495 0.0134472 0.00945389 0.00256608 0.00193854 0.00352904 0.0025595 0.00265148 0.00673611 0.0014277 0.00361719 0.0200105 0.012321 0.00127209 0.0135006 0.0162053 0.0378387 0.0236192 0.018596 0.0142258 0.0141001 0.0137595 0.011281 0.00974847 0.00852502 0.00485216 0.0288047 0.0158401
threshold=16.465384711100004 190.36745536595001 187.81654873955003 184.36538191430003 191.32023496460002 192.57902085675002 22.812602664350003 61.950140699950005 13.24088655595 21.191508333600002 8.543332867800002 22.825270530250005 193.24048816455004 202.70031010240004 86.135510041400025 16.245379570700006 20.971847224900007 278.75859950360007 23.322419822750003 22.533652790000001 22.654947022900004 23.032419884600003 14.390586827150001 215.11020472680005 15.785368822600002 21.442433661550002 8.1436447804000007 117.41840884735002 16.405383309150004 200.17087924040001
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -7 -8 10 -10 -11 -13 14 -14 16 -1 18 21 22 25 24 -19 -24 26 -21 -18 28 29 -17
right_child=1 5 3 4 -6 6 8 -9 9 11 -12 12 13 -15 -16 27 17 19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00010899490500396111 -0.00083936419438019856 -0.0073211529781393829 -0.005417253789047281 0.086689074300128191 0.026717690983604173 -0.0024070903075690095 -0.0038907245999398408 0.0084769247302571866 -0.012675668750977892 -0.00023734796908044659 0.0009152148935165108 -0.00055974666719358832 0.011383546345558146 0.0014300798042878489 0.080183052226035098 0.07871684315272176 0.031221173403456422 0.074951287795004956 -0.10133522654985148 0.023327327872766205 0.053170213837245267 0.082115928906229541 -0.083642601949711792 0.099140015972973089 0.03887733465150426 -0.094895373566132923 -0.10054383821359376 0.00058557520195500346 -0.0019208657329389434 0.016850688527685669
leaf_weight=21.08514713130754 2.9956545773115959 0.62416695667616195 0.037801650372416673 0.068372249877256763 0.042703228288075934 0.59100123576591623 2.591527164514444 0.60069860658991736 0.56009280500438752 4.0666122296606773 1.0452581007812112 0.99881594476755686 0.047599016213681011 0.55799751553786336 0.057443817146122456 0.077283678436780856 0.0066619841657249773 0.045314156770330349 0.06535192193405237 0.0085324997278548587 0.015471638951567002 0.018249522879159485 0.013323592373573945 0.0059610511514733835 0.01729048824869258 0.038206745576230827 0.018672664533369243 9.0688265351552193 0.54784713935436002 0.089098349870255333
leaf_count=2676 520 40 32 32 23 67 46 81 27 38 39 5 37 59 10 45 114 56 19 54 10 8 56 17 26 70 8 354 25 39
internal_value=-1.44593e-06 -0.000561314 0.00138298 0.0461003 0.0636329 -0.00108204 -0.00073174 0.0030792 -0.00118931 -0.000234715 -0.00382652 0.000771857 0.00324141 0.00896755 0.0490073 0.000266347 -0.000166555 -0.0231277 -0.0484929 0.00212082 -0.0418572 0.00823591 0.0444732 -0.0271429 -0.0233951 -0.0733132 -0.065895 0.00121057 0.0091463 0.0455872
internal_weight=46.007 14.8857 3.14453 0.148877 0.111075 11.7412 11.117 1.1917 9.92535 7.33382 1.60535 5.72847 1.66186 0.66304 0.105043 31.1212 21.3382 0.253036 0.126227 0.12681 0.0622109 0.0608747 0.0645988 0.0192846 0.0426251 0.0467392 0.0253346 9.78306 0.714229 0.166382
internal_count=4633 1056 607 87 55 449 409 148 261 215 66 149 111 106 47 3577 3114 438 175 263 134 156 129 73 148 124 122 463 109 84
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=16 7 16 0 2 15 10 16 15 13 15 17 7 2 18 7 16 0 5 7 7 18 2 17 7 6 0 2 15 18
split_gain=0.000652999 0.00238119 0.00695366 0.00181838 0.0215454 0.00558447 0.0228015 0.0113078 0.00907089 0.00534461 0.0051101 0.0167161 0.00199771 0.00171012 0.00161628 0.00161975 0.00104002 0.000871244 0.00130889 0.000830893 0.000734514 0.00318287 0.00292072 0.00212405 0.0131409 0.00591235 0.00110332 0.00283014 0.0213087 0.00204424
threshold=22.704946905950003 21.833224794850004 22.834946602000002 85.683849075550015 90.05676182820001 42.80317728375001 61.885617704800005 22.664946999500003 33.995989817300007 117.48293184245001 36.136500007950012 188.70679832985002 19.164717746300003 305.67240907785003 11.634276750250001 17.672634833750006 22.724946859200003 76.535026057600007 31.373072367600006 18.591804718950005 22.557405306150006 12.880535946600002 80.759923107050014 185.54770736950005 22.375171215700004 16.485385178400005 86.345209775600011 108.63443756215001 41.29990759910001 13.344136431100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 -7 8 12 -8 11 -1 13 14 15 -6 -3 18 19 -16 21 22 -5 -23 -25 -26 27 -22 -29 -28
right_child=1 2 -4 20 5 6 9 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 26 23 -24 24 25 -27 29 28 -30 -31
leaf_value=-0.10055874216531385 -0.0014234452966083249 0.017129460516294416 0.0017314166216272583 0.043290581690811784 0.053795525012005907 0.084403557774923144 0.020123741663950298 -0.0014323907723227062 0.094675892906481679 -0.094098912833345122 -0.10026923688371525 0.084190417324505051 -0.083751792336060338 -0.10002362626473532 -0.05710652140181445 -0.10003017728375636 0.035744400421214177 0.08916388479183622 0.073231392922668684 0.03245499022186181 0.0016407770660748777 -0.0015776545778517414 0.0027948129184639306 0.00037811219455340681 0.018302235497938912 0.075333873280568009 0.002236257826731744 -0.019236605349062345 -0.00018216997060518573 -0.00011574378308052515
leaf_weight=0.01361575885348687 0.89141525730246829 0.051724868986639194 0.56940541035555725 0.035066512704362895 0.001096132336577905 0.011887639760971069 0.0048017442279615343 0.50412742095068097 0.023027706982247764 0.027891037512943528 0.025882040674332529 0.0076485464232973746 0.0025387616496373574 0.001232350962005622 0.0020979751811864844 0.0018229358564143539 0.071503982638205343 0.002840951881807996 0.0030741358270915953 0.0020461251463643748 2.6312361625896283 1.0486888654432007 0.036192332696231233 0.52646384413064584 0.037836678252062939 0.034984075631655287 4.2299814268798661 0.66022405327839795 5.2845614461558554 29.238165272746592
leaf_count=83 49 21 62 20 49 4 7 5 13 115 18 4 324 44 22 91 34 19 12 22 59 176 20 111 30 16 88 51 128 2936
internal_value=-8.95145e-07 0.00199418 0.00639264 -7.20747e-05 -0.00538225 -0.000171128 -0.0341973 0.00261778 0.0539489 -0.0773225 -0.070428 -0.0341064 -0.00204421 0.0125531 0.0232428 -0.0422675 0.0279308 0.0422532 0.02379 -0.0128861 5.05178e-06 0.00203101 0.0227228 0.00113629 0.00588542 0.045701 -7.77918e-05 -0.00108977 -0.00229834 0.000181522
internal_weight=45.9831 1.58405 0.692634 44.399 0.635631 0.588485 0.0445804 0.543904 0.0397771 0.0326928 0.0471463 0.0212643 0.0167494 0.0142106 0.0129783 0.00291907 0.123229 0.0100592 0.00721824 0.0041441 43.7634 1.71923 0.0712588 1.64797 0.599285 0.0728208 42.0442 8.57602 5.94479 33.4681
internal_count=4633 166 117 4467 832 727 126 601 596 122 105 87 583 259 215 140 55 75 56 44 3635 373 40 333 157 46 3262 238 179 3024
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=8 15 3 0 5 17 16 9 9 17 15 19 0 6 17 2 9 17 9 15 9 8 19 2 18 8 17 15 4 17
split_gain=0.000726034 0.00495805 0.00600108 0.00977835 0.00934969 0.00302596 0.000681978 0.000889746 0.00256688 0.00306982 0.00527411 0.00256989 0.00335463 0.0451198 0.0232362 0.0161621 0.00902564 0.0331548 0.0106417 0.00866256 0.00991254 0.00219678 0.00216032 0.0195473 0.0190409 0.0196316 0.0024774 0.0337071 0.0225366 0.0312811
threshold=8.8430989333000021 35.133229767950006 93.394346993650018 85.799452775150016 20.452758643300005 163.75092798185003 22.764946765650006 199.17419511990002 201.65416293750005 192.19686994285004 22.151858238250004 14.551174033150001 95.988709089550014 14.825346391850003 188.06121519230001 344.91334945730006 204.99169312540002 195.44378352670003 202.38851837455002 38.133874083650007 203.09362050815002 8.543332867800002 14.551174033150001 156.09660346185004 13.511883313150003 8.4434108459500017 198.26219854015002 35.293770423450006 163.62029285410003 204.45912381470004
decision_type=2 2 2 2 2 2 2 2 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 5 -2 -4 7 22 9 10 -9 12 13 14 -10 -16 17 -15 -19 -20 -21 -13 26 24 25 -24 -1 28 -28 -30
right_child=1 -3 3 -5 -6 -7 -8 8 11 -11 -12 21 -14 16 15 -17 -18 18 19 20 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00051187911912595012 0.0035838462721891487 -0.00012186112606608715 0.025748495396421957 0.10004272900359253 -0.077769003386777946 -0.10007447200006402 0.0033632099120422241 -4.6980585200784601e-05 0.020962371065301341 0.00035694091875449526 0.0080177003132516252 -0.00035491550371908372 0.00024625602213164177 0.020806433342036149 -0.10066556694501423 0.04685825226426471 -0.00020918890275278576 -0.0052077885873315979 -0.1016475612443407 -0.10084986211053387 0.010201222128031571 0.0087200459988547446 0.031114919296554508 0.0018772935651736493 -0.10105932512114071 -0.068303301278547043 0.078012891295958911 0.060134068322360547 -0.069631347198341673 0.00095946838344751907
leaf_weight=19.268108517647036 0.02472399486293575 0.55400594554673432 0.0030521963819190034 0.0085316466283984482 0.032960219657979906 0.0051136933042652544 0.61139296388137054 1.5375179901218952 0.025092240719456593 5.7024798215047383 1.7159241578072508 0.51489622057397422 9.9667008465964226 0.0991109964668343 0.083854140697289026 0.0081478975116624497 3.7373895049041721 0.02819861924945144 0.051784408045932651 0.013790912608328654 0.019267808413133025 0.55347783101024106 0.042625932343073214 0.54684049192530249 0.038199809903744608 0.037192077286817948 0.032623311788483877 0.097601604912043172 0.07109941033665379 0.53614792884820783
leaf_count=2210 26 91 10 8 25 44 49 32 35 118 46 18 728 23 223 17 172 14 11 13 38 23 39 50 12 17 8 34 221 278
internal_value=-8.17196e-07 -0.00337661 -0.0276184 0.0251755 -0.0429004 -0.0530451 4.597e-05 6.26276e-07 0.000414046 0.00175537 0.00420648 -0.000381414 -0.00074135 -0.00316182 -0.0643365 -0.0876005 -0.00134814 -0.0214125 -0.0584286 -0.0761171 -0.0361253 0.00434642 -0.000480539 -0.00608837 -0.0429976 -0.0152101 -0.000294171 0.00539395 -0.00295574 -0.00730564
internal_weight=45.9679 0.628388 0.0743818 0.0166975 0.0576842 0.00816589 45.3395 44.7281 24.0576 8.95592 3.25344 15.1017 14.0333 4.06664 0.117094 0.092002 3.94954 0.212153 0.113042 0.0848431 0.0330587 1.06837 20.6704 0.664858 0.118018 0.079818 20.0056 0.737472 0.639871 0.607247
internal_count=4633 204 113 62 51 54 4429 4380 1511 196 78 1315 1274 546 275 240 271 99 76 62 51 41 2869 118 68 56 2751 541 507 499
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=19 2 6 8 15 2 8 6 17 12 2 0 0 13 2 16 16 18 5 9 2 17 16 12 12 10 7 13 17 8
split_gain=0.000679807 0.00161915 0.000779029 0.0014298 0.00298775 0.00281408 0.00275421 0.00224579 0.00326772 0.00203251 0.024199 0.0082666 0.00949711 0.00175245 0.00161119 0.00192916 0.00157135 0.00123362 0.00583296 0.0241575 0.0238093 0.0204028 0.0155656 0.0129532 0.0105813 0.00858208 0.00291359 0.00479789 0.00819913 0.0027746
threshold=14.651182102100002 241.49325970385004 16.485385178400005 8.4434108459500017 41.831907381600011 159.92742394165003 8.543332867800002 16.515385879350003 188.27285108100003 102.11013250220002 149.35510112725004 85.769879735700016 85.732241321850012 117.59047016770002 195.72231170465002 22.594947163200004 19.439954540900004 13.480563334700001 22.533652790000001 199.17419511990002 200.24623605120004 204.04920942250001 22.654947022900004 249.73381652755003 330.7369843553501 62.009286778800011 23.109894804950002 117.57433941890001 185.54770736950005 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 4 5 7 -5 -4 9 -9 11 12 16 -6 -8 -16 -11 26 -19 23 -21 22 -22 -20 -25 -23 27 -1 -29 -28
right_child=1 -3 3 6 13 -7 14 8 -10 10 -12 -13 -14 -15 15 -17 -18 18 19 20 21 25 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.0013629433887033019 0.0058953169472107381 -0.0017462876237102139 -0.0059031379265540185 -0.0054668454925653771 0.0085344824642779107 -0.0075264416088175485 0.00013411248871588897 0.00060538153662107038 0.0054788985956236609 0.034744324723094633 -0.00012952093197585513 -0.10119112270547481 0.100171512646443 0.0016775548164896755 0.00024709326886308082 -0.0083451376269506935 -0.10029869445478914 -5.341468709353486e-05 -0.097453002440249167 0.097760899288014069 -0.10054157817192409 -0.0058920216771581862 0.012068042779323428 0.065680984083949567 -0.094139900032062573 0.099601726197823301 0.00039431578649623669 0.0030091824738227094 -0.014013035655193682 0.005008451608748416
leaf_weight=2.795105335502742 0.61179858319792291 0.50711200572550297 0.54083405870511425 1.5002882771850634 0.57280134591564991 0.56443713738916423 4.7029453300543906 1.524864952233657 1.0980840224656274 0.0010092264177842258 0.50013721837284209 0.033938568318262696 0.0050249700434505939 1.0670587911847631 0.50441067134670425 0.54219592412513862 0.0058923250350630951 22.32302027920171 0.044104131425068416 0.024009483240661211 0.030018149449794862 0.014933832940641878 0.020766473113326356 0.010772213757016091 0.0067311595507908431 0.015945307925903762 2.5691196170581563 0.51584897603061086 0.62678891784327107 2.6448762734412412
leaf_count=403 70 10 22 43 24 172 175 64 26 220 19 6 1 58 15 49 39 2870 33 5 50 26 10 20 32 20 41 21 51 38
internal_value=-2.67143e-06 0.00243199 -6.34708e-05 -0.000709941 0.000443954 -0.000948251 -0.00165123 5.26093e-05 0.00106906 -0.00126928 -0.00650479 -0.0760241 -0.00440772 0.00407267 -0.000655588 -0.00420412 -0.0805511 0.000205478 -0.000192825 -0.0187966 0.0102194 -0.0155182 -0.0544941 -0.0685667 0.0042197 0.0485826 0.0011843 -0.000868864 -0.00632828 0.0027349
internal_weight=45.9249 1.11891 44.806 13.1639 5.91408 4.27422 7.24984 3.70979 3.16895 2.07087 0.546002 0.0458651 0.0119265 1.63986 5.74955 1.04661 0.00690155 31.642 22.4903 0.167281 0.105673 0.0816638 0.0507846 0.0616075 0.0175034 0.0308791 9.15174 3.93774 1.14264 5.214
internal_count=4633 80 4553 933 651 569 282 397 375 349 285 266 260 82 239 64 259 3620 3066 196 111 106 60 85 52 46 554 475 72 79
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=8 15 0 0 6 17 16 0 7 13 7 17 3 7 18 15 8 13 13 3 2 0 15 5 18 0 3 18 15 7
split_gain=0.000762609 0.00412534 0.00502117 0.00880371 0.00855868 0.00279259 0.000786403 0.00165739 0.0190653 0.0139696 0.00577629 0.0103466 0.00338615 0.00278218 0.00135123 0.00126884 0.00125506 0.000914079 0.00131563 0.000927876 0.00261261 0.00238735 0.00843296 0.00156421 0.00142154 0.00346303 0.00648603 0.00198726 0.00992091 0.0019039
threshold=8.8430989333000021 35.133229767950006 86.264556031700025 85.799452775150016 16.645388916850006 163.75092798185003 22.724946859200003 85.683849075550015 22.460452099450002 117.54745483760001 22.172877373800002 188.70679832985002 93.969677033550013 19.506002767000002 11.634276750250001 22.853312863800003 8.543332867800002 117.71413924170001 117.69263157665002 93.776108048150022 112.39935172340002 86.09518316945001 41.29990759910001 24.148799123900002 13.087929333200002 86.345209775600011 93.469623821300004 13.304953393500002 37.882159664350006 23.209106085000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 7 8 9 12 11 -11 -1 14 -14 -16 -8 18 19 21 -21 22 -9 -24 -23 26 -26 28 -27 -29
right_child=1 -3 4 -5 -6 -7 16 17 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 24 23 -25 25 27 -28 29 -30 -31
leaf_value=0.10013681265983183 0.023316375737202022 -0.00055549738504803183 -0.0023774271539686556 0.10003850630526878 -0.080732693349378229 -0.10006768327703729 0.0045810126101492937 -0.013031545604271416 0.0011501659662969414 -0.090375619873612978 -0.10069738687154775 0.08039685559277869 -0.065150824774823382 -0.10009946957209691 -0.015197690901713932 0.05253584141351323 -0.0013713907972733473 -0.0028760829567471449 0.0050590856073069387 0.0056660904525852292 -0.0003904784956670039 0.0024219049084075687 -0.0034554771280165689 0.0012763285455276994 -0.023145362655166313 -0.0023069035445829672 -0.0012109439869371287 -0.002896304981403231 0.013847937663576504 0.00018434161875112908
leaf_weight=0.0040108514949644221 0.0030328495002408529 0.55231293344630217 0.028986369048368488 0.0076983276521787047 0.026855910469748778 0.0046420727259732786 0.92349540701252297 0.63028671348546739 0.56368480981105773 0.0097014767664704848 0.038019922050082755 0.0055932835675776013 0.0018178013000503994 0.0024744172646085629 0.0043935946233943923 0.0074641671846258362 0.57464077258191537 1.0469598109484639 0.53147580323275079 1.0882099280788708 2.0614463177881142 2.6050497397750894 1.062407606339548 2.0402388818634449 0.1830463866062918 1.0524596676191347 0.51159502688096836 2.163579969432635 0.59508241570438247 27.568783067421059
leaf_count=1 10 91 26 8 25 44 35 47 121 112 25 4 121 307 33 74 34 19 11 31 42 69 21 45 51 37 25 366 28 2770
internal_value=-2.87949e-06 -0.00347626 -0.0261283 0.0244791 -0.0400604 -0.0513108 4.49551e-05 -3.2142e-05 -0.00509509 -0.0530071 -0.0798204 -0.0279242 0.0179 -0.00252355 0.0151316 0.0274389 0.00229785 4.26347e-05 0.000115229 5.201e-05 0.00170207 -8.32879e-05 -0.00248617 -0.000343935 0.00017536 -7.10096e-06 -0.00699093 0.000147497 0.00352813 -3.98325e-05
internal_weight=45.8994 0.623528 0.0712155 0.0153732 0.0558423 0.00767492 45.2759 43.7778 0.63716 0.0734755 0.0533147 0.0152948 0.0201608 0.01615 0.0136756 0.0118578 1.49814 43.1406 42.0937 41.5622 3.14966 38.4125 3.73293 3.10265 34.6796 32.0745 0.694641 31.3799 1.64754 29.7324
internal_count=4633 204 113 62 51 54 4429 4360 798 677 141 116 536 535 228 107 69 3562 3543 3532 73 3459 113 66 3346 3277 76 3201 65 3136
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=8 19 6 6 17 14 19 5 12 12 9 9 2 9 5 6 16 12 2 18 7 2 3 18 12 8 2 19 15 6
split_gain=0.000623527 0.00352952 0.0119132 0.00345047 0.00942713 0.00298146 0.000701982 0.00196353 0.0106972 0.00871439 0.0028765 0.0147256 0.0107006 0.0142205 0.00221226 0.00412729 0.00120417 0.00448517 0.00702139 0.00406772 0.0513275 0.00371681 0.0292825 0.028515 0.00309196 0.00204471 0.0020266 0.0166226 0.0200737 0.0180562
threshold=8.8430989333000021 14.451165964200003 16.605387982250004 18.195425133200001 177.73379099395004 144.12207640715005 14.451165964200003 24.393336510100003 84.828830943350013 95.011694655150009 201.16241229375001 206.57490536735003 189.32640726775003 202.86134752310002 21.438877744300004 16.535386346650004 22.544947280100004 84.828830943350013 67.992056490600007 13.713893333650001 23.727132803250004 133.03767462420004 89.883220675300024 13.602243858600003 206.14208420540004 6.2451263653500009 176.47634813035003 13.951125619400001 35.929665612950011 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 16 8 -8 -10 14 12 -12 -14 -11 -16 19 -18 -19 20 21 22 -7 25 -23 -24 -21 28 29 -28
right_child=1 2 3 4 -6 6 7 -9 9 10 11 -13 13 -15 15 -17 17 18 -20 26 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.030188532310661976 -0.00062963708889582457 -0.10039131605648391 -0.028871391021647777 -0.04418018107533335 0.080782893377177908 0.0010635764721362111 -0.10073610587231428 -0.0047207582491337772 0.062160271508428205 -0.00089650791839263337 0.078179230965994065 0.0010215642445478793 0.069485588441410381 -0.025902138158479932 0.0096204964886318425 -0.00024659446933854149 0.093991200887918458 -0.100570184685039 -0.00068870973517544398 6.5177223282201935e-05 0.10056168474312976 -0.006814368304075673 0.01206596376118872 -0.10142921302244874 0.0026151638405491552 0.10011864657654768 -0.017024874627167827 -0.058623833898483725 -0.10049453540662204 0.041979582993957015
leaf_weight=0.032604285331578775 0.55845473530837964 0.015911904263703036 0.022023310150871112 0.010798811110362294 0.013690303129351378 0.55337799408564392 0.010194269707427206 0.53714106213670998 0.0238123727031051 3.1273262888753379 0.045674169119820252 0.5419838060499842 0.0272586076753214 0.036632408075092826 0.68395502154976373 1.1150333986151961 0.0050006021629077626 0.0070408558822262482 17.773139639102506 18.779788791828551 0.054215240292250999 0.52270941383982861 0.0027685604036858371 0.0083697064222655881 1.0388411714510737 0.055593345108718495 0.10544767119055359 0.053507007741302459 0.017176667742544893 0.10205878638382954
leaf_count=36 104 19 26 24 31 43 3 84 11 91 18 51 9 40 78 31 2 4 431 1433 4 216 317 3 189 89 1002 41 95 108
internal_value=-2.92954e-06 -0.00315043 -0.0257017 -0.000150384 0.0256787 4.02474e-05 6.20389e-05 0.00105522 0.00160807 0.00179432 0.00153661 0.00778094 0.0412174 0.0147943 0.000710745 0.00350476 -9.42362e-05 -0.00070163 -0.000728262 0.000413075 0.00444826 0.00205979 0.00860971 0.0711867 -0.000541253 0.0959416 -6.03307e-05 -0.008533 0.00339585 0.0119955
internal_weight=45.8815 0.620879 0.0624243 0.0465124 0.0244891 45.2607 45.228 6.14901 5.61187 5.60168 5.57786 0.651549 0.109565 0.063891 4.92631 1.79899 39.079 17.7852 17.7802 21.2939 2.23588 2.18166 0.62011 0.0667316 1.56155 0.0583619 19.058 0.27819 0.224683 0.207506
internal_count=4633 204 100 81 55 4429 4393 416 332 329 318 118 67 49 200 109 3977 437 435 3540 861 857 452 409 405 406 2679 1246 1205 1110
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=16 7 16 3 9 2 6 6 7 0 2 15 19 13 13 16 7 18 9 15 15 2 14 16 19 10 10 17 10 16
split_gain=0.000622297 0.00174392 0.00625824 0.00135617 0.0229256 0.0116647 0.00438746 0.0108511 0.0048139 0.00392863 0.00280779 0.00780195 0.000825725 0.000938043 0.00321954 0.00133504 0.00169367 0.0038292 0.000726969 0.00754396 0.0160318 0.0142756 0.0104518 0.00859468 0.00553204 0.00248084 0.00247536 0.00233055 0.00555117 0.0235981
threshold=22.704946905950003 21.833224794850004 22.834946602000002 93.883646373400012 188.55070358395002 247.02271001585004 16.505385645700006 16.395383075500003 19.506002767000002 85.662341410450011 135.87377242040003 40.42701969085001 14.651182102100002 117.71413924170001 117.67112391160002 22.664946999500003 22.650953015950005 13.531614672700002 206.78020849415003 22.853312863800003 18.939493156800005 158.58656282205001 234.81814181430005 9.7049773055000017 12.551012654050002 83.602982482550019 83.75622459600001 203.09927826650002 72.04530097975001 19.224955043700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 12 6 10 7 8 -5 -9 11 -6 13 14 15 18 -17 -18 -1 20 22 -22 -20 25 -23 -24 -27 -21 29 -29
right_child=1 2 -4 4 5 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 27 21 24 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00025818238555343193 -0.00096848196907523454 0.026540263189460369 0.0013569756264465412 0.032553389286534853 -0.10026206689995919 0.046900351057954537 -0.0013113268339195704 0.028266569648113138 -0.1001177987857319 0.10009053254686828 -0.1003908743277965 0.0091807567185688416 0.0027466460762939405 -0.0030126316636594624 0.0073060302119057263 0.00041572291529220112 -0.010908938181111823 0.00087467492271492355 0.095150845052365041 0.000529031645275761 -0.088446504377167376 0.063836910510036385 0.10002994852354991 -0.10017267551032367 -0.042302561447010611 0.1000341594981953 -0.10009974013751549 -0.1007520645032452 -0.0022090561497967905 0.0026094446223450182
leaf_weight=31.272728776254848 0.89135925419941375 0.11945115938397066 0.56747619843417851 0.0043739421036041483 0.015864246754496381 0.0085699740404394653 1.0403405443187577 0.015759341852746189 0.0072984715980794444 0.014737202859123499 0.028428578946662952 0.011051248991861939 1.0820701951743092 1.0429889318475023 0.59832007237127882 1.0193081822508241 0.57288104704409171 0.53174022168968804 0.013922029957028736 5.2935547059827215 0.044348721405938818 0.010424608701725901 0.0043614167079795152 0.0075360528384535996 0.0092837082829646533 0.0010036538587883115 0.0016084097809105913 0.030244057029847116 1.5182312287569173 0.081908282247241004
leaf_count=2605 49 55 62 23 44 26 490 40 140 6 79 5 41 16 33 8 25 34 99 253 52 20 6 87 31 1 57 31 125 90
internal_value=-1.5825e-06 0.00194961 0.00573615 -7.11251e-05 -0.00346572 -0.0616634 -2.95884e-05 0.0315919 -0.0504026 0.0629749 -0.0784744 -0.0553259 1.9092e-05 -5.10886e-05 2.42284e-05 -8.35795e-05 -0.00252394 -0.00523657 5.17893e-05 -0.00086812 -0.0292391 -0.0569764 0.0332538 -0.026137 0.0138393 0.0538713 -0.0232007 -0.000489146 -0.00379498 -0.025264
internal_weight=45.8612 1.57829 0.686927 44.2829 1.14642 0.063914 1.08251 0.042169 0.0116724 0.0304965 0.0553441 0.0269155 43.1365 42.0544 41.0114 40.4131 2.12393 1.10462 38.2892 7.01643 0.0924886 0.064057 0.0284316 0.0145095 0.0197083 0.00697348 0.00261206 6.92394 1.63038 0.112152
internal_count=4633 166 117 4467 853 154 699 209 163 46 128 49 3614 3573 3557 3524 67 59 3457 852 353 103 250 151 51 64 58 499 246 121
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=17 12 4 16 8 7 18 6 17 6 17 9 9 4 7 9 17 17 0 5 16 16 2 6 5 8 17 0 17 15
split_gain=0.000582518 0.00961787 0.0111328 0.00706907 0.0105249 0.00384683 0.00414459 0.00328371 0.00145926 0.0011745 0.0011367 0.00137602 0.00264151 0.00286481 0.00264161 0.00463416 0.026469 0.0111314 0.0112039 0.0301688 0.00422716 0.00545807 0.00772426 0.00313938 0.00456071 0.00383408 0.00262213 0.00261583 0.00212052 0.00497142
threshold=212.38791228795003 199.81321265885003 287.43247036745004 22.544947280100004 8.2435668022500028 26.826254787300005 18.037292123150003 8.5551998908500018 213.19841255780003 5.5651300283500005 202.18556316275001 199.17419511990002 201.65416293750005 143.58239362595003 25.334697901700004 204.89606367675003 195.44378352670003 190.37043331840002 94.047642319350018 16.632399885950004 22.624947093000003 22.494947397000004 96.242542698950004 14.235332606250003 17.687678651600006 8.543332867800002 197.18249712500003 97.789976036950009 192.19686994285004 22.151858238250004
decision_type=2 2 2 2 2 2 2 2 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 8 -3 4 5 -4 -7 9 -2 -8 11 -1 28 -14 15 16 17 -15 -19 -20 21 22 -18 -17 -25 -26 -27 -16 29 -13
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12 12 13 14 27 23 20 18 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00044975214205790232 0.0035577421921218462 0.088093726383248666 0.060845859059520661 0.078510068429699084 -0.087410614761204847 -0.10005840324798179 0.033948347031287268 0.087291909201815357 -0.0039313498985435969 -0.10001499169102811 -0.0015006884062723424 -8.6628942069229292e-05 0.039149930906636168 -0.007987718747885772 0.0058472775365822601 -0.0077490849410691807 -0.10039828614894522 0.052694040930521671 0.087941252648945423 -0.093492381390332113 -0.027869972321350731 -0.10138436018907804 0.019366836180397976 0.0085520942422945053 -0.008627700392459834 -0.00088823776309493528 0.006386969898919858 0.00012222638203013864 0.00079201976887385047 0.0077333379268953234
leaf_weight=20.621767930207469 0.51359049897883113 0.027081682686912134 0.013527059025363997 0.010926803173788358 0.012559977942601108 0.0039941057254964107 0.0010069048911667267 0.0039556173014716478 0.52731353972274064 0.0018697150496791437 4.8702345817929418 1.5371056273672734 0.01836892172468374 0.55861760047746045 1.0732441854566745 0.56706188333987473 0.010294851585058495 0.065601108857663348 0.016018170630559325 0.021420575983938761 0.024488652154104784 0.035889103596673522 0.011291688829260238 0.5673026735530583 0.5700451506270382 3.5834658336935581 0.5748861143056273 3.1129235621818019 5.158674888877357 1.7256375177582866
leaf_count=2530 6 12 31 20 39 45 51 28 129 88 564 32 24 54 93 46 29 17 3 67 22 12 13 16 54 137 56 289 71 55
internal_value=-2.22765e-06 0.00225464 0.0368599 0.00785714 -0.013057 0.02529 -0.0191355 0.0281718 -0.000236171 -0.0531237 -5.85341e-05 0.000117699 0.000726146 -0.000308213 -0.00037537 -0.00162074 -0.00905741 -0.0024171 0.0277833 -0.015866 -0.0626613 -0.0774849 -0.0377504 -0.000677488 7.9736e-05 -0.000936759 0.000117549 0.00159001 0.002054 0.00404929
internal_weight=45.8402 1.11583 0.0749219 0.0478402 0.0369134 0.0243534 0.0108263 0.00683224 1.0409 0.00287662 44.7243 39.8541 19.2323 10.8109 10.7926 6.60638 0.743622 0.661657 0.10304 0.0374387 0.0819643 0.0574756 0.0215865 5.86276 5.2957 4.7284 4.15835 4.18617 8.42142 3.26274
internal_count=4633 449 314 302 282 243 212 167 135 139 4184 3620 1090 932 908 526 217 141 87 70 76 54 42 309 263 247 193 382 158 87
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=0 0 5 13 19 5 15 15 8 4 15 15 8 7 15 16 5 5 7 0 6 2 15 17 5 6 2 2 16 18
split_gain=0.000608832 0.00236963 0.00617046 0.0383586 0.00305993 0.00759713 0.00143864 0.00208466 0.00396205 0.0299251 0.00215971 0.0057647 0.00117171 0.00112894 0.0222342 0.00106328 0.0271089 0.00835577 0.0137615 0.00462122 0.00181227 0.00102861 0.00101022 0.00120359 0.0013902 0.000980802 0.00160468 0.0223834 0.0131051 0.00986669
threshold=86.09518316945001 85.882794977150013 21.191508333600002 117.60122400020002 14.451165964200003 24.310960779100004 45.793006327050001 40.856592954650004 8.543332867800002 287.18105310725008 39.864684991950007 39.203018015350004 8.4434108459500017 22.532843451200005 32.145494189350011 22.614947116400003 21.990725385850002 25.361845021250002 22.580797808900005 85.662341410450011 16.445384243750002 185.00267682035005 40.42701969085001 188.27285108100003 24.082771358500001 16.455384477450004 199.01127796720002 210.71970372160004 19.224955043700003 15.917243450850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 10 9 -9 11 13 -12 14 -2 16 -4 18 19 -18 -17 -6 -22 -24 -25 26 -15 28 29 -28
right_child=6 4 15 -5 21 -7 -8 8 -10 -11 12 -13 -14 25 -16 20 17 -19 -20 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.086904936643535949 -0.0013000960672223936 -0.014816631438416378 0.086171961357187354 0.049829200145172725 0.0032811886110548681 0.0016968974560020783 -0.004698805127929557 0.051812501000741688 0.00061870071816418212 -0.00028626246366134122 -0.007526537889615297 0.0099887381622636474 -0.0009665116976057056 7.9039151526396722e-05 0.071593667696491683 -0.0054580607406270274 -0.10003060894843674 0.0017918919093025305 -0.10025123051376739 0.099452196197557408 -0.003500544464641583 -0.0029699248394446085 0.00012041489492737739 0.0073750927742312943 0.00026853056801338059 -0.0011429620734007518 -0.077762080552473106 -0.0010523061206824571 0.0892030972704667 0.052508924376887561
leaf_weight=0.046734691317314225 0.53896157544599077 0.60775768740859371 0.038151222644285832 0.036572023927874397 0.54400036612059899 0.51438348781761078 0.59487241350797049 0.13456995804153793 2.0617263558069681 0.61006424935616366 0.56035542911422342 0.58905580323062068 0.52961597665938598 23.63522389150474 0.045367020601275954 0.55772303921118282 0.0014427680560488423 1.0287337800962912 0.018995411678180946 0.0059527751673158491 0.55180848122654413 0.51002048799182376 3.5018983438948013 0.56455593416467287 0.53720186150951577 6.7586046489112013 0.0099770337435022283 0.62896890923223481 0.04664589511230588 0.013933790138327851
leaf_count=33 260 32 15 18 18 15 67 30 45 86 44 31 16 1765 28 48 168 504 35 7 72 28 73 26 93 132 21 847 8 68
internal_value=-2.06424e-06 -0.000736024 0.000172586 -0.026878 -0.0036127 -0.00724692 0.000178959 0.000259196 0.00287681 0.009129 3.89721e-05 0.000186861 -0.00433903 4.59228e-06 0.00435934 0.000503668 0.00336084 0.000366556 -0.0551938 0.0605359 -4.30807e-05 0.000256395 0.000542717 0.00102735 0.00391003 -7.72453e-05 0.000218741 0.00493892 0.058347 -0.00184797
internal_weight=45.8239 9.06593 6.88977 0.0833067 2.17616 1.12214 36.7579 36.1631 2.80636 0.744634 33.3567 32.2667 1.08997 31.6777 0.584329 6.80646 1.09328 1.05512 0.026391 0.00739554 5.71319 1.05402 5.15546 4.60366 1.10176 31.0934 24.3347 0.699526 0.0705567 0.0239108
internal_count=4633 1185 1092 51 93 47 3448 3381 161 116 3220 3160 60 3129 288 1041 729 714 210 175 312 46 264 192 119 2841 2709 944 97 89
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=19 2 4 9 13 19 9 8 16 16 15 15 9 18 4 13 15 10 15 19 4 0 7 10 4 17 15 8 8 7
split_gain=0.000552014 0.00109769 0.000624521 0.003929 0.0121335 0.0161993 0.0199281 0.00732701 0.00788113 0.00572236 0.00210526 0.00253155 0.00178125 0.00174443 0.00169873 0.00161057 0.00157914 0.00237114 0.00289631 0.00228634 0.0033885 0.00233783 0.00219077 0.00176677 0.00209604 0.00225944 0.00157217 0.00166547 0.00177703 0.00154048
threshold=14.651182102100002 241.49325970385004 240.27283890470002 192.20980299475005 117.59584708395001 14.451165964200003 189.34276022045003 8.0437227585500022 19.314954833200002 22.654947022900004 30.632308446700005 26.384523135650003 61.192192081150004 11.780626785300003 248.32992249220004 75.758061657900015 17.138389019350004 70.311245485600026 15.840011140850001 13.051052998800001 330.20885572415006 109.03310793845002 21.034091097450002 90.937096262400004 398.10712430820007 187.63270803470002 19.198394745150004 3.1475436881500003 6.9445805182500004 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 10 -6 11 12 14 -14 -4 -16 17 -17 23 20 -18 22 -22 24 25 -19 27 -15 -29 -5
right_child=1 -3 3 29 9 -7 -8 -9 -10 -11 -12 -13 13 26 15 16 19 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00026287302545144157 0.005076115593802985 -0.0012267153886111955 -0.10003491728816312 -0.0028883106334525316 -0.10057378323351761 0.05973580657573957 -0.083290995971224857 0.060598231643049283 -0.10027633210167081 -0.02915832719452531 0.071995734076630749 -0.10009011119637004 -0.059327399214649551 0.04575098813839943 -0.10001350804244871 -0.072644048755847568 -0.090605054367578847 -0.10003554139442938 0.083018951596742552 0.086853263614042345 0.025627796910271339 0.057359419796420223 -0.082638078983851795 -0.10001179390902964 0.063393106640552296 0.015922177454023176 0.057186340479682733 -0.085306365986875049 0.064669073117039677 -1.2859247108982893e-05
leaf_weight=25.873826327788251 0.60511319016768428 0.50852955493610352 0.0019683441208617264 2.1002454604315508 0.019514783805398395 0.034401396592425471 0.034113925531022105 0.01917245697640535 0.0083198488300126883 0.026396460475780259 0.0040892864804504816 0.0025265146222701587 0.0022044331681664925 0.0040126587004465364 0.0017235075220662912 0.002693974608860116 0.0064995853747689116 0.0023560024135349522 0.0064347353383311648 0.0017578765749703953 0.0033653781720204279 0.0043703275828548271 0.0042035034421701312 0.0015033067445351387 0.0052861366516481221 0.0058594943187699755 0.01207954300313574 0.002956815891730788 0.0010781198029690131 16.502947106146181
leaf_count=1971 70 10 44 99 29 35 37 17 22 31 24 55 32 38 194 19 128 53 42 12 8 29 81 96 66 54 83 121 9 1124
internal_value=-1.15069e-06 0.00219802 -5.59451e-05 -0.000494209 -0.0138138 -0.00168414 -0.0169316 0.00473924 -0.00781747 -0.0595138 0.00217666 -0.00174086 0.00179101 0.0251245 -0.00905969 -0.0051714 -0.00148406 0.0157818 0.0268928 -0.0221156 -0.0325042 -0.000874662 -0.0344994 0.00282361 0.0142736 -0.0173316 0.0343742 0.000132821 -0.0452335 -0.000337489
internal_weight=45.8096 1.11364 44.6959 18.8221 0.218888 0.172977 0.138576 0.104462 0.0852894 0.0459112 0.0769695 0.0728803 0.0703537 0.0223316 0.0480222 0.0460538 0.0443303 0.0241337 0.0214397 0.0201967 0.0184388 0.0119392 0.00756888 0.0150049 0.0135016 0.0082155 0.0201271 0.00804759 0.00403494 18.6032
internal_count=4633 80 4553 2582 1359 1299 1264 1227 1210 60 1188 1164 1109 283 826 782 588 330 311 258 246 118 89 269 173 107 251 168 130 1223
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=9 15 15 10 10 10 9 15 17 0 13 0 17 17 15 16 7 16 17 17 7 12 9 15 15 15 17 16 0 9
split_gain=0.000547113 0.0061674 0.019311 0.00875269 0.0079554 0.00992437 0.00671089 0.00656194 0.00179628 0.0059237 0.0269585 0.0262761 0.00778049 0.00277032 0.00416087 0.00280756 0.00344109 0.00164154 0.00130959 0.00836623 0.0118916 0.0181272 0.00172858 0.00751215 0.00648696 0.00229274 0.00160554 0.00253385 0.0147522 0.0207211
threshold=207.40106631805003 22.853312863800003 20.734744936600006 76.871083323950003 77.209829048350016 78.381996793250025 219.87257840710004 11.870705757150002 203.09927826650002 96.741477366050006 112.67059178900001 90.189704902150012 207.11089388870002 196.39284362915004 32.84618138455 15.524963695900002 23.473156321500003 9.5849775861500017 205.28496454895003 208.35751021765003 25.070284486400002 208.33288250865004 204.09084027260005 36.080675573650005 20.734744936600006 31.445204138150004 201.39543491635001 22.604947139800004 96.082805124100005 202.38851837455002
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 7 -7 13 10 -10 12 -12 15 -15 -3 -17 -8 26 20 -20 -22 23 24 -21 -26 -1 28 29 -28
right_child=1 8 -4 4 5 6 17 -9 9 -11 11 -13 -14 14 -16 16 -18 -19 19 22 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00020019218238242166 -0.10024582361685704 0.00038343767078177093 -0.092643711921620839 0.10010283208100595 -0.10032759164973204 -0.10017487175322082 0.024090100350153347 0.07644853644582765 -0.10028014067548655 -0.0017999596982113536 -0.089509981982776543 0.075557946786318012 -0.0057577092362949599 0.0099839577133155073 0.00065375441950310672 -9.6469587358708397e-05 -0.011316318482583031 -0.10008321826900948 0.060988443329522392 0.022214576979584819 -0.10027035699536387 0.075581868535073371 0.003720436272434441 0.00018503989337176609 -0.087634505683789457 -0.031965192085210807 -0.0047181172000199736 0.0033724491540767995 -0.0017026191944202616 -0.084708002376851804
leaf_weight=33.925477199655781 0.0064038704558643236 2.0262518354984427 0.029521505832083683 0.010663395980373025 0.0075118248140650925 0.0023761693295787359 0.0014387105469637609 0.018328482914846234 0.033754860337751214 1.5332566874716347 0.019795258675003424 0.032357421274355147 0.025228860773495398 0.58590144178015213 2.5946903024785559 0.52831837848565733 0.56641490335948674 0.0040944635263002738 0.0538259171091785 0.011098278160268538 0.013485473529101455 0.010369108839896057 1.0431284761816639 0.50493743654806167 0.019658506783997609 0.011862374245538376 0.082509364644660521 0.53541764373949252 1.5057577679860008 0.053308314991170391
leaf_count=3053 10 34 67 4 11 91 34 63 63 112 29 36 27 41 103 74 91 70 39 164 30 31 29 9 63 22 60 23 124 26
internal_value=-1.4884e-06 -0.000751278 -0.0283193 0.00904928 0.0248084 0.00101872 0.0300339 0.0561784 -0.00047255 -0.00341586 -0.0257091 0.0068198 -0.0425801 0.000295505 0.00237248 -0.00182114 -0.00590162 -0.0677962 0.000157842 0.00289697 0.0349416 -0.0238309 0.00133208 -0.00321788 -0.0435345 -0.0666843 3.12616e-05 -0.00260129 -0.00454969 -0.0361141
internal_weight=45.7971 8.02631 0.0803384 0.0508169 0.044413 0.0337497 0.0262378 0.0207047 7.94597 1.64439 0.111136 0.0773815 0.0450241 6.30158 3.18059 3.12099 1.09473 0.00553317 37.7708 1.66837 0.0776805 0.0238546 1.59069 0.547557 0.0426192 0.0315209 36.1025 2.17699 1.64158 0.135818
internal_count=4633 960 350 283 273 269 258 154 610 267 155 92 56 343 144 199 165 104 3673 387 100 61 287 258 249 85 3286 233 210 86
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=16 15 0 2 15 10 16 15 15 17 5 7 2 6 15 18 9 7 4 14 8 2 13 4 16 2 15 10 3 10
split_gain=0.000498668 0.00146316 0.00105086 0.0169337 0.00472417 0.0185051 0.00943154 0.00735307 0.00404274 0.0124224 0.00377178 0.00142775 0.0015105 0.00108027 0.00169014 0.00116648 0.00141531 0.000759733 0.000620776 0.0169895 0.0135739 0.00625562 0.00927398 0.0311302 0.00284525 0.00813533 0.00505198 0.0108622 0.0144654 0.00579604
threshold=22.704946905950003 42.80317728375001 85.683849075550015 90.05676182820001 42.80317728375001 61.885617704800005 22.664946999500003 33.995989817300007 36.136500007950012 188.70679832985002 23.435546682850003 19.164717746300003 305.67240907785003 15.745367888000002 20.734744936600006 11.634276750250001 66.544071737050004 18.837757148050006 195.04069921150003 198.73727266470004 8.4434108459500017 96.242542698950004 117.71413924170001 184.37197564920004 14.184966829400002 154.46567853970001 20.734744936600006 76.621056717750008 77.817420585800008 82.49264927465002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 11 9 -1 -7 12 13 -5 -15 -16 -17 -18 21 20 -20 -4 23 -23 25 -21 27 -26 29 -29
right_child=1 -3 18 4 5 10 -8 -9 -10 -11 -12 -13 -14 14 15 16 17 -19 19 24 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.10043263982698623 -0.0019076516081199019 0.004285591453638376 -6.5817516259865109e-05 0.085626172336194795 0.080692292220050837 -0.016573013241871836 -0.001063438203499923 0.0940876733734618 -0.10020848729183596 0.084090325734387933 -0.10029270008806915 -0.079055407819841328 -0.1000200431736093 -0.10007126407975436 -0.044369215459389322 0.087269501210829797 -0.07113695982427784 0.036903801889813403 -0.0060234842804747363 -0.10008980027296094 -0.086804739235455952 0.0038932431656180963 -0.0026639251347351242 0.056453339904246391 -0.068217718376971131 -0.0060249634560382371 -0.00017866371738885312 -0.10029125829368224 0.062693321117290229 0.034080648242785443
leaf_weight=0.0099277506954419392 0.64675869400116315 0.92997310609916894 14.864470774216718 0.0022227548106457705 0.010161636513657868 0.0073947026394307605 0.50458781782072037 0.019235729820138658 0.020290584769099951 0.0057682256447151295 0.019764760057576769 0.0019768103827858827 0.0010928499955689371 0.0012517319704878913 0.00187049688803409 0.0035281607633805834 0.0011381024866068401 0.0015202669788010326 0.042673594730873954 0.010771522922796595 0.040582789428299293 0.51826987287495174 0.50558546464890242 0.14399384395387926 0.010796749620342605 0.062793523691696329 27.311580870499203 0.0088473967151685429 0.054981585039968195 0.0050379886260287785
leaf_count=83 110 56 734 10 4 8 5 13 18 4 114 324 44 22 121 12 38 12 29 255 13 6 3 96 33 903 1447 32 46 38
internal_value=-2.29879e-06 0.00174519 -6.46474e-05 -0.00418055 -2.09656e-05 -0.0344269 0.00236389 0.0534734 -0.0707294 -0.032621 -0.0774984 -3.21918e-05 0.0123418 0.0229904 0.0080342 0.0248294 0.0457515 -0.00935066 -6.87303e-06 -0.000294795 -0.0453998 0.000487858 0.00753508 0.0153212 -0.000158064 -0.0197981 -0.000105317 0.0250406 0.0396614 -0.0515375
internal_weight=45.7689 1.57673 44.1921 0.611732 0.575746 0.0373211 0.538425 0.0338369 0.0359866 0.015696 0.0271595 0.0146012 0.0126244 0.0115315 0.00930876 0.00805703 0.00618653 0.00265837 43.5804 27.5481 0.0832564 16.0323 1.16785 0.662264 27.4648 0.073565 27.3912 0.0796637 0.068867 0.0138854
internal_count=4633 166 4467 832 727 126 601 596 105 87 122 583 259 215 205 183 62 50 3635 2796 42 839 105 102 2754 1158 1596 149 116 70
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=9 4 9 12 17 7 18 0 5 3 18 7 15 6 16 17 9 9 6 17 12 12 7 10 16 2 16 7 7 15
split_gain=0.00046802 0.00244142 0.00240083 0.00161329 0.00431627 0.0015964 0.00973019 0.0307302 0.0318069 0.0297176 0.0295033 0.0132661 0.00864974 0.0165946 0.00318639 0.00246902 0.00447905 0.00241804 0.00868585 0.00232746 0.0022738 0.0290693 0.00488658 0.00286332 0.00201117 0.0292559 0.00853451 0.0137774 0.00396225 0.00376571
threshold=199.17419511990002 121.10381237265001 199.39609444495002 87.111491403900018 183.32030055335002 23.781511574300001 13.744231039150002 93.308316333500017 20.201591378100002 91.302726568150021 14.152310743200003 22.958251375150002 35.293770423450006 14.825346391850003 11.949972055800002 196.70927211395002 194.29956510785004 196.51002155900002 16.455384477450004 173.32159167880002 128.71158143185002 201.10642606785004 26.093307009050005 75.424692849750016 22.544947280100004 103.92649527695001 20.804951349000003 22.502236473750006 21.442433661550002 29.171703351550004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 15 -10 -9 14 13 20 19 16 -8 24 -19 -12 23 22 -22 -7 25 29 27 28 -27 -5
right_child=1 2 -4 5 -6 12 7 10 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0023042358839092752 -0.1000717127145844 0.0040912811387932803 4.6420515878099183e-05 0.010647932337756268 -0.010054694292929196 0.0081694067009823509 -0.10055639273739769 0.082758414724839635 0.077658007447786823 -0.087894521346285559 0.047025208730191753 -0.096886346774915616 0.01255208697558037 -0.048248442828464501 0.069349063804107991 -0.10144588961529895 -0.011212958226050299 0.00045304797714008389 -0.013746699176096271 -0.066545351719103044 -0.10045047136206016 0.0011078249835019132 -0.0039982702002545186 0.0003108069278791322 -0.00019998674302161305 -0.0093568190320988242 0.0029601919373232065 -0.10072441613617521 0.095394653064855173 0.099541989488458396
leaf_weight=0.55210815474487762 0.0024233875883535863 1.5674870477232641 22.986074295976078 0.005513034451004927 0.57885764362302083 0.56743482157617142 0.013241884375311541 0.042874130980464997 0.028153014120064768 0.017634594677352677 0.0030333716524193468 0.019181843033770463 0.61424306818093999 0.070669950626324751 0.0083337283579680843 0.057818412426712484 0.0097375827899668366 1.5803875971153911 0.59219297690408712 0.0044540855363059961 0.035055146833979367 0.54078863404366473 0.0061784553948189816 2.5346168651734491 12.153483016743051 0.021850353024925329 1.0772983136385363 0.02104151492662254 0.004325832221036662 0.035141061274146068
leaf_count=62 8 17 1694 73 42 29 40 59 22 28 23 85 44 26 46 22 12 35 43 29 149 553 175 133 410 595 58 21 23 77
internal_value=-2.41217e-06 0.000294736 0.000304642 -0.00034667 -0.00402139 -0.000139541 -0.000610145 -0.0222825 -0.0526906 0.0138973 0.0271443 -0.0409758 0.00155111 -0.00024855 0.026811 -0.0904254 -0.062697 -0.0003241 -0.00341746 -0.0205348 0.00067221 -0.00506323 -0.085998 0.00174832 0.000180499 0.00414921 0.00113634 -0.040476 0.00795423 0.0874872
internal_weight=45.7516 24.556 24.5536 21.1956 1.13097 20.0647 15.6957 0.204463 0.126585 0.0457876 0.0778772 0.035003 4.36899 3.75474 0.0158212 0.0807979 0.0229795 15.4912 2.17258 0.00748746 3.68407 0.582022 0.0412336 3.10205 13.3187 1.16517 1.12452 0.0472177 0.0261762 0.0406541
internal_count=4633 1719 1711 2914 104 2810 1701 366 124 50 242 183 1109 1065 98 74 52 1335 78 52 1039 877 324 162 1257 847 697 639 618 150
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=6 12 3 6 5 12 14 15 13 13 16 10 6 3 10 13 18 10 15 2 14 5 16 0 6 4 2 8 16 10
split_gain=0.000508701 0.00315061 0.00851002 0.0127498 0.00541126 0.00296179 0.00156004 0.00312088 0.0262575 0.0366913 0.00205088 0.00151058 0.00305038 0.00278505 0.0072019 0.00190149 0.00306065 0.0026625 0.00157085 0.00180921 0.0116822 0.00524702 0.0163859 0.00469895 0.0172484 0.00683722 0.00805958 0.00820035 0.00694934 0.0066285
threshold=16.485385178400005 94.177001085000015 93.394346993650018 16.575387281250006 21.043187000650004 79.204428604100016 279.85995519795006 44.024213102900006 117.66037007905001 117.64961624655002 22.604947139800004 62.041548276350007 16.455384477450004 93.216908757050007 61.966271448700006 117.57433941890001 13.220529463200002 61.971648364950006 42.33967733730001 199.01127796720002 296.81449678410007 21.990725385850002 22.544947280100004 97.491557184450016 13.665319288000001 304.16392219750009 335.38346138495007 7.8438787148500007 22.644947046300004 76.871083323950003
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 -3 8 9 -8 -9 13 18 14 -1 16 -15 -17 19 -13 -21 23 -23 25 29 -22 27 -27 -29 -25
right_child=1 6 3 4 5 -7 7 10 -10 -11 -12 12 -14 15 -16 17 -18 -19 -20 20 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00092200507396847137 -0.10045439549732214 9.9490477336488503e-05 -0.10043596278380407 0.10010043514590139 0.031104188619878556 -0.071155779789832896 -0.096196523784951846 0.002356191475546489 -0.0010661524798896611 0.10038559722777776 -0.0039097582348725885 1.9094276106841723e-05 -0.0074929530118975178 0.0085328431552146485 0.013674272340235258 0.00017928261435706068 -0.002013618855187312 -0.0075945426746502585 -0.0049835738455918602 0.071880882102130852 0.0013880108920917278 -0.047785317208765901 0.10009885129348693 -0.10010667289038802 0.080673669492833458 0.030142131177737865 0.060086755124819369 -0.085101803883004479 0.0077333571507726588 0.002273649188660196
leaf_weight=1.5902970189667072 0.011664436373391207 10.969909459406086 0.0090635999277424162 0.009000627746814871 0.009228971829998045 0.0040864227538879314 0.060887150079857455 1.0387324518734433 0.50775664084194094 0.011248650960624218 1.0507569297250254 24.183577184817267 0.54833339232118206 0.57502671737056699 0.61379589340504015 2.0964593585294158 0.52768198154635115 0.55779654721942495 0.60639060541356826 0.025260768513361898 0.52082283100622817 0.012264302066856581 0.019257062202086672 0.0072014883205895322 0.032302073297614697 0.011410014585171879 0.008197582335483844 0.036235731719848729 0.010371298936661333 0.051891028462415889
leaf_count=39 5 656 6 8 34 32 125 18 31 1 72 2066 24 67 55 59 17 66 132 26 21 49 11 70 36 69 51 109 11 667
internal_value=-2.90734e-06 -0.000513321 -0.0275253 -0.000416116 0.0402067 -0.000278844 -0.000428074 -0.00259612 -0.00908664 -0.0655421 -0.000794813 0.000215096 -0.000113244 0.00165125 0.00447326 -4.33557e-06 0.00348602 -0.0014544 4.52872e-05 0.000167663 0.00505457 0.00267683 0.0425602 0.000823762 0.0219159 -0.00246002 -0.0327274 -0.0458417 -0.0644435 -0.0102032
internal_weight=45.7169 13.6823 0.0430441 0.0313796 0.022316 0.0133154 13.6393 2.66938 0.579892 0.0721358 2.08949 32.0346 26.0735 5.96106 2.20409 3.75696 1.10271 2.65426 25.5252 24.9188 0.735214 0.709953 0.0315214 0.678432 0.0913946 0.587037 0.0662146 0.058017 0.046607 0.0590925
internal_count=4633 988 85 80 74 66 903 247 157 126 90 3645 3342 303 94 209 84 125 3318 3186 1120 1094 60 1034 773 261 240 189 120 737
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=9 4 4 9 9 4 9 3 9 2 4 17 17 2 4 16 4 13 3 7 18 9 13 16 2 19 16 4 15 17
split_gain=0.000467726 0.00227868 0.00213662 0.00186232 0.00164368 0.00601475 0.00288181 0.00214599 0.00192483 0.00161812 0.0037895 0.00144749 0.031757 0.0159073 0.0189307 0.00945318 0.0247947 0.0184005 0.00430467 0.00340488 0.00299175 0.00242346 0.00149737 0.00249704 0.00147514 0.00243839 0.00161705 0.016953 0.00491705 0.00440978
threshold=199.17419511990002 121.10381237265001 156.40313730310001 199.39609444495002 197.47612518640003 198.95919911430005 197.89372115420002 93.181958801350021 197.20558004415003 45.979371440700014 143.58239362595003 198.58733702675002 198.90226058785004 69.881082014850008 179.89634997090005 22.564947233300003 194.12161462850003 101.66942111915002 79.086372823400012 24.581118242250003 17.327266398450003 196.40176798710004 96.789869612400011 8.6249798310500019 67.992056490600007 14.251149826300002 22.544947280100004 169.78554988275002 36.270131511550012 194.99099661610003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 -6 -7 -8 9 -1 -11 21 -13 -14 -15 16 -16 18 19 -18 -21 24 23 -22 25 -12 27 -26 29 -29
right_child=1 2 3 -5 5 6 7 -9 -10 10 11 12 13 14 15 -17 17 -19 -20 20 22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.031758952120132432 -0.10006693290176261 0.021844948387029398 0.0036053517710766697 3.5529055023646465e-05 -0.011389335177320152 -0.0044722888725565657 0.0071491357059345123 -0.00044738125933168867 0.0057180785981564251 -0.065007498399412264 -0.0081614200300147346 0.094496775533354616 0.082731124040977877 -0.1003613104219175 0.0039432470466877921 0.056689438844695454 0.067637726171065546 -0.10041189651982524 0.077929155972604053 -0.10008359762440694 0.045051931215505159 -0.0068916388183660141 0.10002825694511319 -0.10001484679286417 0.076252318097845329 0.0012728060474289037 -0.00036181231501833822 -1.8898998393147921e-05 0.009500989378040274 -0.029768894043232588
leaf_weight=0.01586734769160969 0.0022621018360940983 0.045957722022651804 1.5608244945760876 22.935378411821237 0.60736862072371822 1.0363480638636704 0.58070901931108654 1.0340925185001024 0.57552630828376905 0.0090150203773146087 0.57382400390133159 0.036970206135890082 0.022045480742235668 0.019624904796842202 0.52052587128127925 0.027522895586994278 0.0035586010126280885 0.042309294330488356 0.0069181596655200897 0.0052128274746507941 0.0025549534435072019 0.54642452194491298 0.0012657312036026269 0.0022154522912014585 0.030657484854449524 0.52426094420661684 12.129735796729339 2.144589834955831 0.60058702179566115 0.051009609237094966
leaf_count=23 8 38 15 1658 31 26 32 34 17 17 37 17 6 13 13 18 27 62 41 110 94 41 2 120 79 15 399 1432 105 103
internal_value=-2.84224e-06 0.000294151 0.000303402 0.000262987 -0.000347489 -0.00241319 -0.000356794 0.00228445 2.87156e-05 -0.000160372 -0.000189647 -0.000155854 0.00432956 -0.000769449 -0.00368347 -0.000583739 -0.00328033 -0.0619991 0.0128069 -0.0176185 -0.0445892 -0.00034248 0.00333597 -0.0223194 -0.000119578 -0.00365722 0.000140149 0.00229402 0.00148314 -0.00071007
internal_weight=45.6952 24.5444 24.5422 24.4962 21.1507 3.25852 2.65115 1.6148 17.8922 17.3167 17.3008 17.2918 0.690724 0.653754 0.631709 0.612084 0.584561 0.064035 0.0217257 0.0148076 0.011249 16.6011 0.00603614 0.00477041 16.0547 1.09808 14.9566 2.82684 2.79619 2.1956
internal_count=4633 1719 1711 1673 2914 123 92 66 2791 2774 2751 2734 523 506 500 487 469 456 394 353 326 2211 216 214 2170 52 2118 1719 1640 1535
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=6 14 15 13 13 14 14 15 13 2 5 18 6 18 3 15 13 8 2 3 3 13 17 2 16 3 18 2 16 6
split_gain=0.000573711 0.00122999 0.00514445 0.0318867 0.0131871 0.00155917 0.00177545 0.00193763 0.0018363 0.00294882 0.00222796 0.00217511 0.00208874 0.00140926 0.00120234 0.00116688 0.00224715 0.0011528 0.00158687 0.00111437 0.00611729 0.00297696 0.00437268 0.0046556 0.00217278 0.00130292 0.0027068 0.0014925 0.00124188 0.00120252
threshold=16.465384711100004 279.85995519795006 44.024213102900006 117.66037007905001 117.61735474900001 276.70898201215005 271.27218842140002 42.968808980200009 117.61735474900001 108.01392853780001 22.382820633700003 13.037923179150001 16.565387047600002 13.552878921100001 93.14163192940002 39.324897478350003 116.60111757565001 8.3434888241000014 200.24623605120004 93.499196860750018 93.776108048150022 117.55283175385001 192.44445991605002 136.64906039505004 22.624947093000003 93.077108934250006 13.220529463200002 127.74713841330002 22.614947116400003 16.425383776450001
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 15 6 7 8 10 -10 12 -12 -2 17 -14 16 -3 -4 -19 21 -21 25 23 -23 -24 26 -1 -27 -22 -30
right_child=1 2 13 -5 -6 -7 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 18 -20 20 28 22 24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0069979241115002439 -0.0019322552025802604 -0.0029428403329965613 0.0008517276041166143 -0.0015267437343385256 -0.0011378018577239471 0.0052849923214526142 -0.0058361471111065075 0.0043210347527596399 -0.00076964043639557477 -0.0090280806660006287 -0.0002341284722673183 0.0087647565433524605 1.0171663575008147e-05 0.0041620538516599836 0.0043823256626057648 -0.10084928439163915 -0.10018871200676956 0.000183920498318498 -0.0076103561572671112 -0.010491444825697225 0.0051451308324076874 0.0012397832335495939 -0.0026473186753433941 0.014113068115654468 0.0037856220533918441 0.0016101469510592598 6.1813026955107972e-05 -0.0049596589746222462 -0.004080657680349274 0.0026199320028444761
leaf_weight=0.57655186518598611 3.6442683594423144 0.0038179361688884805 1.0154429430680245 0.50621689441586337 0.020553513548293267 0.52572017883721933 0.54835356975331784 0.94473397850151819 1.6482945319182252 0.5861092358143053 0.50665203323746755 0.57166401808737888 1.5609636559665747 0.54665902829992763 1.053472657496292 0.047961613256120472 0.0062927957187779437 0.50128179068065015 0.54542250593927832 0.60524987789889806 0.55129875180012211 0.51415826438460432 1.0509368929488121 0.61931564821861684 1.0492440968300796 0.51980894725420412 23.303425989176219 1.0328717708066504 0.53020589534372653 0.54124660439601513
leaf_count=64 53 62 22 31 7 14 24 52 103 101 266 88 39 42 34 18 45 4 51 47 210 14 35 26 34 27 3016 29 40 35
internal_value=-2.45496e-06 -0.00051477 -0.00225241 -0.0107291 -0.0699768 -3.59696e-05 -0.00028879 4.70553e-07 -0.000425985 -0.00293592 0.000338387 0.00453659 -0.000384923 -0.000352099 0.00177191 -0.0943409 -0.0634675 -0.00154877 -0.00387756 0.000242704 -0.00191158 0.000410139 0.00326806 0.00827358 0.000566559 4.67666e-05 0.000229277 -0.00276021 0.00128852 -0.00069584
internal_weight=45.6782 14.7839 3.19365 0.584843 0.0786259 11.5902 11.0645 10.5162 9.57142 2.2344 7.33702 1.07832 6.2587 2.60881 2.61444 0.0580723 0.0101107 2.06215 1.0467 30.8943 2.228 28.6663 3.23365 1.13347 2.10018 25.4327 23.88 1.55268 1.62275 1.07145
internal_count=4633 1056 282 163 132 774 760 736 684 204 480 354 126 119 73 125 107 77 55 3577 332 3245 109 40 69 3136 3080 56 285 75
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=14 13 6 19 15 6 15 6 13 3 3 5 3 6 17 19 6 12 16 2 13 12 2 9 9 15 6 6 18 6
split_gain=0.00168594 0.0062494 0.00505341 0.00143762 0.000581116 0.00327849 0.00165746 0.00122954 0.00165104 0.000977711 0.0100491 0.00278462 0.00159617 0.0013877 0.0192851 0.00819632 0.00138548 0.00348705 0.0256081 0.0130784 0.0100578 0.00519336 0.00578574 0.00413378 0.00482175 0.0074679 0.00809701 0.00602485 0.00457149 0.00903657
threshold=144.12207640715005 109.34496908160001 17.130400249100003 14.451165964200003 44.483611103700007 16.405383309150004 43.376643616500012 16.445384243750002 117.59584708395001 93.571785230250015 93.776108048150022 22.958759589950002 93.862138708350017 16.545386580300001 185.54770736950005 14.451165964200003 16.455384477450004 226.26044291545003 22.614947116400003 202.79020479645001 117.15225149240001 232.35148227425003 210.71970372160004 207.40106631805003 212.49340169810003 41.195083317300011 13.825323026450002 13.705320222600003 15.004783703300001 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -7 -9 11 -11 16 -12 14 -14 -16 17 -2 19 -19 -20 -21 -23 28 -25 26 27 -26 -24 -30
right_child=4 2 3 -5 5 7 -8 8 -10 10 12 -13 13 -15 15 -17 -18 18 20 21 -22 22 23 24 25 -27 -28 -29 29 -31
leaf_value=0.045478890077362166 0.00028966351497949639 -0.070458275589539807 -0.030106016263233649 0.034663977460199925 -0.0081805238565746865 0.0043732826655698588 0.0053345595735186779 0.00034053624305639956 -0.0054915483878656239 -0.012759479024302581 0.0029888312269110012 0.0070924978093091957 0.0011320884565726448 0.0001179732582695375 -0.10071369890506782 -0.027830829954577686 -0.00099048127197747578 0.08965628492375903 0.015747109382068955 -0.073156046567572686 0.1001468812550296 0.070085396640739012 -0.0011478532623089336 -0.078033883910461371 -0.027214832776214927 0.10004774507928289 -0.088163991356161792 0.10008144024195156 0.0018524649108979864 0.091255650853822701
leaf_weight=0.011367662082171104 25.724029368607148 0.021290832009029259 0.0059972003014081574 0.0079956229237723164 0.5662307341120244 0.54564304557769139 0.60333406960296443 2.5536348233018633 0.59933781074678893 0.65985429744432789 1.5973401324154108 0.58397439906364823 0.51473542908317949 2.4797807275894002 0.025693833630647145 0.038626960886176676 8.3868815799927585 0.016488880442921849 0.022229734378925059 0.0096950992328856955 0.038700610719388351 0.011758844131691149 0.54092287648433413 0.014098933834929994 0.010382557239488222 0.0053440251184984069 0.012763852834837053 0.0057923026033677152 0.036293411905770512 0.01642097240738849
leaf_count=8 2037 17 23 24 101 35 45 83 105 54 29 65 187 540 31 35 175 4 29 47 21 7 154 80 117 9 40 3 498 30
internal_value=-2.45145e-06 -0.0190031 -0.0397778 0.00690413 1.69787e-05 -0.00109441 0.000131594 -9.58091e-06 -0.000768065 5.45632e-05 -0.00121005 0.000244279 0.000426683 -0.000911283 -0.00531903 -0.0569449 0.000129531 0.000484469 0.0072482 0.00168294 0.0693546 -0.000503411 0.00057398 -0.000699151 -0.0288065 -0.00856151 -0.0286181 0.0183706 0.00159161 0.0297023
internal_weight=45.6666 0.0466513 0.0352837 0.0139928 45.62 4.26485 41.3551 3.69862 3.15297 40.7518 5.31603 35.4358 4.65618 3.05884 0.579056 0.0643208 34.8518 26.4649 0.740892 0.679962 0.0609303 0.663473 0.653778 0.642019 0.0483817 0.0342827 0.0289387 0.0161749 0.593637 0.0527144
internal_count=4633 72 64 47 4561 324 4237 223 188 4192 876 3316 822 793 253 66 3251 3076 1039 989 50 985 938 931 249 169 160 120 682 528
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=19 15 14 14 9 13 2 16 6 8 18 16 6 0 18 6 16 17 17 16 17 3 3 8 17 6 5 12 19 7
split_gain=0.00064112 0.00109372 0.000665883 0.0268701 0.0186054 0.0109977 0.0185698 0.0132956 0.00815513 0.0131563 0.0131821 0.00450719 0.00357459 0.00286272 0.0170221 0.0101647 0.0147802 0.00578242 0.00447572 0.00367282 0.00283139 0.00222969 0.00467702 0.00300753 0.00339475 0.00215729 0.00206777 0.00237513 0.00203603 0.00296468
threshold=14.651182102100002 46.723315192750007 274.15552132740009 276.70898201215005 207.09414646890002 117.67112391160002 211.60292443180003 22.664946999500003 13.575317185100001 7.6440346712000009 17.448621627850002 17.684958644900004 12.255286342800002 87.028078140750011 14.881594619900001 13.825323026450002 18.634956423400002 186.86279178520002 207.48293496715004 22.564947233300003 207.48293496715004 78.965392207550011 73.913779380400015 5.1459841250500009 193.70011821090003 12.485291716850002 20.971847224900007 290.93162129220008 11.450923895500003 26.459406588900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 8 -7 -8 9 21 20 12 -12 -10 19 -16 17 -17 -18 -15 -11 22 28 24 26 -22 -23 -28 -5 -30
right_child=1 -3 3 5 -6 6 7 -9 13 10 11 -13 -14 14 15 16 18 -19 -20 -21 25 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00010990386502185137 0.0052645006495545023 -0.0010378742555383605 -0.086195009723020424 -0.0090739602313210377 0.0067395801015089109 0.079277907638604483 -0.062529301741801643 0.060932526923842517 -0.0011393874963687466 -0.10027722169494389 -0.10003314995397326 0.10004340481590115 0.041572791770909549 -0.0047958347441682848 0.09951163985093664 0.039339251931262163 0.093357543563918066 -0.1001366582509651 0.024523906621589944 0.0066093234568308599 -0.082519221808444121 0.047869660326464364 -0.069452668011747279 0.081381040029165574 -0.10004430891401626 -0.0064036772520231107 -0.081209755179749987 0.051783201051118055 0.087828779462015436 -0.039669553646796842
leaf_weight=37.26622856228721 0.60022324951023509 0.50875305959971229 0.061809973048071565 0.015673301453076216 0.033065941243663133 0.045069475958826266 0.023234398126816824 0.013965381684727163 5.7667793605956286 0.032527820446262012 0.0031747275458826607 0.0054236413270700723 0.0040654001350048929 0.54896933036262374 0.026520576660459372 0.0041223671287298211 0.017713861251820617 0.010655698027731475 0.020239362220308976 0.58138331328154891 0.0081561163381138613 0.011299543195583794 0.0096942007543106001 0.0075451626180438316 0.0025711115817941268 0.0068516368528435132 0.0032741198476315949 0.0022765901326522453 0.0062956897236290388 0.0025675417989532434
leaf_count=2558 70 10 37 455 30 14 34 29 368 79 89 14 7 83 35 2 18 74 35 75 30 97 152 14 58 13 34 16 26 77
internal_value=-1.79738e-06 0.00237323 -6.09303e-05 -0.000936038 -0.0538057 -0.000237428 0.0361147 -0.0161798 -0.00065878 -0.0263548 -0.0595468 0.0311149 -0.0205201 -0.000211641 0.00421138 0.0490124 0.0236144 -0.0612296 0.0566505 0.00107027 -0.0836997 0.00629594 -0.0106459 0.0278016 0.00698606 -0.0477694 0.0233174 -0.0266635 0.0125882 0.0508945
internal_weight=45.6501 1.10898 44.5412 7.27493 0.0948759 7.18005 0.0822693 0.0371998 7.09778 0.121397 0.0601993 0.0126638 0.00724013 6.97638 1.2096 0.0792519 0.0527313 0.0147781 0.0379532 1.13035 0.0475356 0.0611973 0.0342307 0.0269665 0.0194214 0.0150078 0.0168503 0.00555071 0.0245365 0.00886323
internal_count=4633 80 4553 1995 67 1928 77 63 1851 1161 232 110 96 690 322 164 129 76 53 158 122 929 710 219 205 43 147 50 558 103
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=19 15 4 9 13 19 9 8 19 0 15 7 8 8 15 15 9 4 13 15 10 10 15 0 15 4 0 9 0 15
split_gain=0.000520347 0.000889723 0.000544913 0.00281453 0.0109603 0.0141575 0.0171386 0.00675369 0.00701779 0.00639591 0.00170242 0.00990227 0.0197221 0.00552248 0.00159924 0.00232869 0.00183174 0.00142699 0.0014191 0.00147003 0.00204197 0.00211353 0.0019349 0.00239667 0.00184179 0.00240259 0.00209158 0.00171712 0.00167304 0.00139926
threshold=14.651182102100002 46.723315192750007 240.27283890470002 192.20980299475005 117.59584708395001 14.451165964200003 189.34276022045003 8.0437227585500022 13.651101412550002 85.769879735700016 38.992510055900006 22.532843451200005 8.1436447804000007 8.4434108459500017 30.632308446700005 26.384523135650003 61.192192081150004 248.32992249220004 75.758061657900015 17.138389019350004 90.937096262400004 70.311245485600026 22.853312863800003 109.03310793845002 15.508466602900002 398.10712430820007 106.56510337475001 44.621685408200008 110.78598263955001 42.968808980200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 6 7 8 14 -6 -1 29 -13 -14 15 16 17 -4 -19 20 21 -20 23 -21 25 26 -23 -24 -28 -12
right_child=1 -3 3 -5 9 -7 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18 18 19 22 -22 24 27 -25 -26 -27 28 -29 -30 -31
leaf_value=-3.6684268417845198e-05 0.0047540391660329667 -0.00093343714637099645 -0.10002950507685214 -0.0003392985578430237 -0.0025252481125578258 0.059106447671916362 -0.083078103243286433 0.061604392504657525 -0.10024988803076365 -0.084689574259282641 -0.0034441522281203132 0.0019391575679454883 0.056310638718705813 0.024087046230193462 0.065175442600221858 -0.10006999551811507 0.027616263273429156 -0.10001154896725253 -0.067672021022557066 -0.080552448383427455 -0.1000102792119596 -0.10003100174936921 0.061877169965793712 0.014369608551212918 0.077378096633566831 0.067284435984436022 0.068372743045286954 -0.046893686810806107 -0.053667814294770813 0.0018835560610854054
leaf_weight=23.061613445901763 0.59831008507444383 0.50908824910993644 0.0016646701478805056 18.529288811149939 0.014221884297223042 0.032127894333235929 0.028705957295176887 0.017331688344000895 0.0073771571486513912 0.028379032242810354 1.1028124480008039 0.5219320389733183 0.092435403524973481 0.1252498287394701 0.0038303700194184378 0.0023032459650107464 0.019634543255591788 0.0015327644523841491 0.0022577625703661388 0.007572903424403421 0.0014308602573294129 0.0024625394894144392 0.0039374360770487718 0.0041000927289935873 0.0065369135777189049 0.0045872508043203197 0.0025384382385595927 0.0022986609027384475 0.0020149750286577728 0.89145310196909111
leaf_count=1853 70 10 44 1223 34 35 37 17 25 26 31 7 23 40 22 60 277 194 19 113 102 37 75 49 53 54 32 21 33 17
internal_value=-1.79423e-06 0.00213942 -5.50532e-05 -0.00046566 -0.0123601 4.06701e-05 -0.0154989 0.00526852 -0.00756519 -0.0572598 0.000243025 0.00260251 0.012485 0.0377701 0.002387 -0.00132029 0.00231477 -0.00925575 -0.00559434 -0.00195249 0.0154689 0.0235695 -0.0231868 -0.0472115 0.0349256 0.0110091 -0.0257855 0.0217836 0.0143674 -0.00106262
internal_weight=45.629 1.1074 44.5216 18.7261 0.196847 0.154246 0.122118 0.0934123 0.0760806 0.0426009 25.7955 2.73388 0.739617 0.217685 0.0687034 0.0648731 0.0625698 0.0429353 0.0412706 0.0397378 0.0218287 0.0203979 0.0179091 0.011673 0.0181401 0.0116032 0.00701595 0.0062361 0.00455341 1.99427
internal_count=4633 80 4553 2582 1359 1299 1264 1227 1210 60 1971 118 70 63 1185 1163 1103 826 782 588 330 228 258 162 209 156 102 96 65 48
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=18 7 6 6 6 8 19 15 17 15 16 10 15 5 9 9 16 10 4 5 10 10 19 3 5 6 7 7 16 5
split_gain=0.000728493 0.00507423 0.00229534 0.00260199 0.00167371 0.0017329 0.00172838 0.00138753 0.00147394 0.00110484 0.000734797 0.000647417 0.00193401 0.00192144 0.00168833 0.00344425 0.00835766 0.00151016 0.00138293 0.00281133 0.00115252 0.00137216 0.00481762 0.00696319 0.00110974 0.00319603 0.0128591 0.0347881 0.0333577 0.0191503
threshold=12.514699516150001 20.714163848350005 23.145540791850003 21.760508430800005 17.435407375500002 4.046841884750001 13.651101412550002 20.734744936600006 167.73286393055002 26.806761490850004 22.764946765650006 61.987779113750001 46.674706678850008 24.225659292200003 197.89372115420002 189.68479361675003 22.584947186600004 61.993156030000002 286.34948838025008 24.650863849000004 61.998532946250002 62.041548276350007 14.351157895250003 93.437362323750008 20.743195000100005 14.745344522600002 23.913271136350005 24.385896469550001 19.154955207400004 19.221712148250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 11 14 13 17 15 -2 -17 -13 -16 -20 -19 22 -22 -24 25 -23 -27 29 -29 -28
right_child=10 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 12 -14 -15 18 16 -18 20 19 -21 21 24 23 -25 -26 26 27 28 -30 -31
leaf_value=0.045035540133527757 -0.0004465887996542348 -0.053610037408593006 -0.1000688955912116 0.10003676863718824 -0.065010957667831271 0.090950885221162639 -0.10001646873110832 0.07591753776659832 -0.10004670958552163 -0.0056318344227767377 0.0034548098731971726 0.0038475458973193676 -0.005818548200348864 0.0060830277231379362 0.0019368820895079614 0.0026295602559315255 -0.014443309321187309 -0.0046434583356549297 -0.007368662143773597 0.0029085935709577283 -0.005771742889362854 -0.0002405820248478236 0.013767996882317033 0.00096486700673458392 -0.00095450496121576509 0.0011223348772098972 0.013188228799882585 0.024205859390877604 -0.068358360252516612 0.080919173517586512
leaf_weight=0.001212996220483497 2.9740125436185343 0.017609198097699563 0.0015262535307556382 0.003947566030547022 0.00253833763376603 0.0029787394561227041 0.0013717517620945871 0.00423232984574895 0.0016565440640263773 0.0027348588849420707 0.61091676492651359 1.063355951104312 0.53736548988327726 0.55139503311271099 2.606299209670397 0.51544000569265314 0.64619380305515506 0.52155641274293785 0.54395053281223205 0.52121245360747537 0.58905488710661247 17.889956276746993 0.58279342456808114 1.5668556296423046 10.156921981537531 3.3667643622284333 0.07098417353699904 0.10164604039385949 0.063101128358539427 0.10134298296179622
leaf_count=20 254 32 4 4 161 32 45 34 42 25 77 17 111 111 35 5 56 7 30 23 30 2405 30 40 647 180 18 75 47 36
internal_value=-1.78731e-06 -0.0135236 0.0182741 0.0270112 0.00977566 0.0231563 0.00513934 0.0198035 -0.0387183 0.0439066 1.00221e-05 -3.67751e-05 0.000137133 0.000224513 -0.000864604 -0.00225018 -0.00686774 0.000134966 0.000696154 -0.00233973 2.22072e-05 9.27624e-05 0.00224041 0.00443594 -9.24865e-05 0.000312975 0.00298672 0.0216085 -0.0112479 0.0530198
internal_weight=45.6209 0.0398086 0.0221994 0.0206731 0.0167256 0.0141872 0.0112085 0.00983673 0.00286954 0.00696719 45.5811 44.9702 37.1631 36.6257 7.80711 4.13565 1.16163 36.0743 3.67146 1.06516 35.011 34.4894 2.7387 2.14965 31.7507 21.5938 3.70384 0.337074 0.164747 0.172327
internal_count=4633 399 367 363 359 198 166 121 62 59 4234 4157 3754 3643 403 315 61 3532 88 53 3515 3508 100 70 3408 2761 356 176 122 54
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=14 8 8 18 5 19 5 7 8 17 17 10 8 5 9 9 4 6 15 13 0 8 18 12 18 13 15 18 18 5
split_gain=0.0014128 0.0059043 0.00535669 0.000562065 0.00244412 0.0015568 0.00160907 0.00107065 0.000600401 0.00363369 0.00828238 0.00700306 0.000630717 0.00104611 0.000810324 0.00578529 0.0457213 0.00148698 0.00112442 0.0277511 0.0356598 0.0572701 0.0176837 0.0223632 0.00903807 0.00789415 0.00379821 0.00833192 0.0475496 0.0195602
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 11.939817493900003 29.110986871100003 13.451085274650001 30.922794813800003 18.499987111650004 8.8430989333000021 189.31980273685002 196.58703564235003 64.294476189700006 8.7431769115000026 21.990725385850002 210.61272793875003 214.52351813370004 267.69992774740007 14.195331671650001 30.247508226550003 109.58961877145002 93.308316333500017 8.3434888241000014 14.262527874400002 108.01934997995001 13.602243858600003 108.34217419895002 33.221582556000008 13.900697602550002 14.780131328250002 19.841254985200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 12 -10 -11 -12 14 -14 18 16 17 -16 19 22 21 24 23 -5 -21 -25 27 -20 29 -29
right_child=3 2 -4 8 5 -7 7 -9 9 10 11 -13 13 -15 15 -17 -18 -19 26 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.035237114365155052 -0.067222539760452046 -0.082770600327018898 0.0012905629512040529 -0.10093222187016045 0.085726095519875645 0.081206464446399063 -0.10004601613607499 0.022008383415343627 -0.00030765474346807517 -0.075911794932160034 -0.038580128754022086 0.038208174137011303 0.0039714166322419898 -0.00010699317513262898 -0.10043053698437646 0.00018122681779480848 -0.00065359144182951592 -0.071042181840227273 0.0051888290400902452 0.047800516233707645 0.089264742690996393 0.077942936545320529 0.00068751222257663761 -0.017204589636171389 -0.10147382733470958 0.097941803713401346 7.4852602340372236e-05 -0.088872475428970463 -0.0027143020161786314 0.01637809301320798
leaf_weight=0.014290107656775741 0.0024634917934984743 0.015904034773484454 0.014484802149127063 0.038348525571594808 0.0014618700476978219 0.0052323160720391115 0.001538686747750595 0.0013485755632132168 0.52503087390510117 0.021676437146197713 0.02448155891852366 0.023067481723131777 1.0655192158155835 1.5348912967045292 0.037257085733789164 3.6052526599433374 0.55158575557503653 0.032008237143600127 0.55492189300952333 0.0045396281401409713 0.080620415094017517 0.043061943113571033 9.6897951436605929 0.02161324212829023 0.038078232409246127 0.0082177309353934636 26.530627021649948 0.096913779542319278 1.0028992447286098 0.021591060896753334
leaf_count=22 93 15 35 63 28 45 54 15 78 39 21 26 32 37 43 359 98 25 56 188 17 16 1679 312 18 38 1003 128 40 10
internal_value=-9.94791e-07 -0.0177746 -0.0427029 1.64336e-05 0.0216154 0.0444566 0.000243934 -0.0430371 1.07223e-05 -0.00314706 -0.0246821 -0.00132779 5.24622e-05 0.00156414 -4.03428e-05 -0.00135416 -0.0102701 -0.0868499 0.000105268 0.00102075 0.0415272 -0.00339138 0.000330423 -0.0504197 -0.0855732 0.0145155 -0.000216834 -0.00483326 -0.00979265 -0.0696963
internal_weight=45.6087 0.0446789 0.0303888 45.564 0.0120449 0.00958145 0.00434913 0.00288726 45.552 0.594256 0.0692255 0.047549 44.9577 2.60041 42.3573 4.2261 0.620851 0.0692653 38.1312 9.92427 0.1663 0.0856798 9.75797 0.0681795 0.0426179 0.029831 28.207 1.67633 1.1214 0.118505
internal_count=4633 72 50 4561 235 142 97 69 4326 164 86 47 4162 69 4093 525 166 68 3568 2331 239 222 2092 413 206 350 1237 234 178 138
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=14 9 9 3 14 5 6 3 15 13 18 15 7 17 16 19 14 15 4 4 15 2 15 16 5 16 6 17 9 16
split_gain=0.00118876 0.00507846 0.00161772 0.000499456 0.00484279 0.0044362 0.0015272 0.0101793 0.0220381 0.0332855 0.0120332 0.0122604 0.0079267 0.00696971 0.001813 0.00349957 0.00114048 0.00076584 0.0034231 0.0416952 0.00205561 0.0046386 0.0543875 0.00321433 0.0254978 0.00363047 0.0166598 0.00946222 0.0027041 0.00178854
threshold=144.12207640715005 193.49750438550004 200.52256857420005 82.441568570200005 158.42666843175002 16.546942136250003 12.255286342800002 81.80440399325002 23.340124910500005 104.04332964835001 17.108018746400003 22.248428019100004 25.830248520250006 202.89510166150004 15.404963976500001 12.651020723000002 170.24900367605002 23.558346934450004 147.36370056065002 162.32075757215003 28.579157549250002 84.740378741850009 27.874116299000004 18.764956119400004 18.428229854150004 18.684956306450005 14.935348962050002 181.31611693365002 199.39609444495002 15.404963976500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 16 8 9 10 11 13 -10 -8 -9 -16 -6 18 -7 -20 21 28 -23 24 -22 26 27 -26 -19 -21
right_child=3 2 -4 5 6 17 7 14 12 -11 -12 -13 -14 -15 15 -17 -18 20 19 29 23 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.023510386057332175 -0.10040434806740239 -0.071988379744254913 -0.021239742746786867 0.0089460670019501469 -0.10006776703286036 0.0033580813671771799 -0.10038208871526103 -0.0031449240523203099 -0.10039978412747048 0.092752216357307349 0.050354374342235289 0.0066358767313973019 -0.01811624885898384 -0.019010480603427974 0.0076617534150243459 -0.0036331915289429411 0.0004042558173701032 0.0061718584333975901 -0.10347247909573271 -0.029403381328424707 -0.090178437906001524 0.00035647568200541691 0.099508601768178273 2.5183675908771182e-05 0.071773455182748178 0.00025362117782299411 0.042570562362236511 -0.10035451854560257 -0.001663962880769536 0.00088432742119506555
leaf_weight=0.018327799596824401 0.0048689984385336107 0.012123993205022998 0.013034477902692743 0.56682786458860235 0.0011300388713023626 0.51124476641417427 0.035103583708015029 1.5566796669736507 0.04079099962575583 0.028638466371376126 0.015391481566602749 0.027989244415948633 0.016420440152614901 0.015034311224553676 0.56331391255662289 0.53468396136304364 5.1506742809753563 0.61570610662557212 0.042276224737989199 0.020272823836861131 0.035017096317118468 0.54162445047148988 0.061614994443402349 32.52515109126206 0.0036738535636686711 0.51024801644689433 0.019426445659767921 0.024434655748926559 1.546832806582074 0.50941268543409823
leaf_count=32 8 14 26 183 11 2 67 22 55 11 32 21 33 21 17 35 1500 60 18 247 67 257 31 1382 7 16 35 171 58 194
internal_value=-2.16801e-06 -0.016528 -0.0456958 1.3618e-05 -0.000704249 0.000166448 -0.000643462 -0.00250797 -0.0255643 -0.00157615 -0.0304626 -0.046384 -0.0767833 -0.0759821 -0.000950125 0.00216154 0.000382217 3.18265e-05 -0.0025879 -0.00790268 0.000110907 0.00272996 0.0104839 -0.000107818 -0.00740524 -0.00220881 -0.028641 -0.077857 0.000567009 -0.000274884
internal_weight=45.568 0.0434863 0.0251585 45.5245 7.99072 37.5338 7.98585 2.83405 0.179369 0.122157 0.0935186 0.0781271 0.0572114 0.0501379 2.65468 1.098 5.1518 36.9669 1.08321 0.571962 35.8837 2.76578 0.603239 33.118 0.5928 0.557783 0.047535 0.0281085 2.16254 0.529686
internal_count=4633 72 40 4561 1833 2728 1825 314 240 152 141 109 88 88 74 52 1511 2545 461 459 2084 406 288 1678 296 229 213 178 118 441
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=14 8 8 17 7 18 2 18 16 7 8 15 15 5 3 13 2 10 3 17 2 0 7 7 5 18 3 18 17 7
split_gain=0.000985861 0.0042565 0.00505008 0.000499082 0.00807611 0.0142734 0.0108645 0.0118197 0.015137 0.0213785 0.0102644 0.00444704 0.00196841 0.0672447 0.0181437 0.0177465 0.0137296 0.0123768 0.00612866 0.0117112 0.0059302 0.00432058 0.00153051 0.0222641 0.0019668 0.00229261 0.00429025 0.00349017 0.00161884 0.0014828
threshold=144.12207640715005 8.3434888241000014 8.9430209551500024 188.27285108100003 22.650953015950005 13.007379166650002 69.881082014850008 13.037923179150001 22.654947022900004 22.580797808900005 8.0437227585500022 23.457191196800004 23.884857921950005 16.043149448600001 81.355431485500006 101.51349054760001 129.01927736685002 76.279622535200005 77.489428693900024 203.65799419860002 188.61740261325005 99.198728097250012 25.024903008400003 25.566742778300004 20.389142059250002 13.055593598800002 93.668569722950011 12.98549864095 185.54770736950005 23.727132803250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -5 -7 -8 9 10 11 -9 13 14 15 18 -16 -18 -6 -20 -21 -17 24 -24 28 27 -27 -26 29 -2
right_child=3 2 -4 4 12 6 7 8 -10 -11 -12 -13 -14 -15 16 21 17 -19 19 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.029989336622813546 0.0031328007208350633 -0.079484830821611993 0.00437532067148422 0.093356242177582704 -0.00029426689614741382 0.089807861437258038 -0.10021749364171213 0.030005230408902607 0.076310049556438636 -0.082102485904201425 0.064451731409875312 -0.10010346523638061 0.00029380784324554662 -0.10106509900624919 0.10004640355254404 -0.02595654797002285 -0.071400457369140843 0.061636042473713584 0.082793151929395584 -0.10008924311869537 0.034987619561527496 -0.10039232130808717 -0.091451299799433963 -0.00095361548931136443 -0.0011840787405087328 -0.011361377055885302 -0.0013639321917135044 0.0071136690086322828 0.0059030114119143174 -0.00042386797076739564
leaf_weight=0.014018724283267114 1.5692293813359643 0.014250737574911909 0.014475160032816348 0.024558935576350804 1.039780599136644 0.014749513240531087 0.01094149250914711 0.0043109700677947949 0.024900122153155735 0.027796050871984335 0.028245519505048833 0.0067250745528326661 29.453882058291985 0.067189330194575736 0.03202831486487423 0.012381158256175584 0.012227121278101549 0.016336126379229654 0.023870581702965299 0.0067564294731141672 0.0062630006802919524 0.021065260892100923 0.028659831100930844 0.52827399956167786 4.6014473323611096 0.59683853101287088 1.5286311449977694 0.56965907152187689 0.60310235277780666 4.6328181169799905
leaf_count=22 169 15 35 12 726 8 25 38 19 13 22 46 1512 53 13 21 31 37 26 28 24 29 136 356 671 113 133 50 91 159
internal_value=-2.83729e-06 -0.0151825 -0.0372272 1.14255e-05 0.0002398 0.024014 0.00954135 -0.00196176 0.00972655 -0.0149902 0.0324992 -0.0492796 0.000129629 -0.00377676 0.00180682 -0.00110163 0.0550933 0.00468687 0.00112683 0.0411819 -0.0351105 -0.0728378 -0.000468953 -0.00561063 -0.000265887 -0.00140641 -0.00417125 -0.000269983 0.000956996 0.000476033
internal_weight=45.5354 0.0427446 0.0287259 45.4927 30.834 0.142228 0.117669 0.102919 0.0919777 0.0670776 0.0392816 0.011036 30.6918 1.2379 1.17071 1.11012 0.0605916 0.0285632 1.07667 0.03689 0.0130194 0.0334464 14.6587 0.556934 14.1017 7.29658 2.12547 5.17111 6.80515 6.20205
internal_count=4633 72 50 4561 2683 183 171 163 138 119 106 84 2500 988 935 854 81 68 804 78 52 50 1878 492 1386 967 246 721 419 328
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=14 9 16 15 17 16 2 2 5 9 15 7 5 9 19 10 16 10 0 16 16 17 10 5 9 4 2 13 19 9
split_gain=0.000826098 0.00379931 0.00100732 0.000465484 0.00705386 0.0071277 0.00952467 0.00493262 0.00398401 0.00652519 0.00433869 0.00256731 0.00669383 0.00245835 0.00232983 0.0017453 0.00391764 0.00178746 0.00165527 0.00142815 0.001317 0.00121896 0.000990121 0.00436869 0.038217 0.00772864 0.00964822 0.00399959 0.036857 0.0502046
threshold=144.12207640715005 193.49750438550004 21.004950881300005 19.846565044850003 162.04221493815001 14.504966081100003 138.24741514690001 186.79363985910004 13.812766882300002 66.544071737050004 13.019805569300003 25.566742778300004 12.679739965100001 197.89372115420002 12.250988447150002 87.313054702550019 9.7049773055000017 90.937096262400004 95.746747857800017 12.184971506200002 13.534968349350001 197.91512403570002 75.629015667650023 14.608687763150002 210.25104900155003 270.14719820550005 201.25557642380002 104.19926021995002 12.350996516100002 206.22988073345002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 18 -11 -6 13 15 -9 20 17 -17 19 -10 21 -13 27 -24 25 -25 -27 28 -5 -30
right_child=3 2 -4 22 5 6 7 14 9 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.020402513723068616 -0.10018251474328879 -0.062166137657839807 -0.020842896455871181 -0.003536318324437516 0.001242849330657951 0.087946657522585278 -0.080472477579086307 0.084267816547643398 0.0034757270648976425 0.045838681674770537 -0.1001780372034191 0.052745276930756604 0.078952592884809769 -0.087367239160742294 -0.018531696273700767 0.068662567007865147 -0.100025155874859 -0.045390992904360411 -0.02371228889802093 0.090565604269968972 0.095987311835706621 -0.061721620397699434 -5.7809567653736179e-05 -0.092524591359120278 4.3643656543321285e-05 -0.10015648121114745 0.049508419522597269 -2.3528791376468174e-05 0.09395026818412755 -0.063097554772171285
leaf_weight=0.018117242544056888 0.0067138753265901787 0.011225096724956529 0.012432560983143048 0.51322071090073862 1.0222086526108212 0.021913585014447179 0.0065498282162721475 0.0045153919336371473 0.0037369779528545755 0.0023933884258006402 0.013587847378063345 0.0023396022920677542 0.015122737569527089 0.0033484424763896561 0.0043081274802986291 0.0039912966377642078 0.0037984320119281989 0.0020955339707242615 0.0058011090892051698 0.0037952734901409713 0.00293495258688381 0.0015444477825212743 3.0602183564870127 0.059311691324722804 0.54588926548058225 0.0077357322275020115 0.0097188633776568167 40.018744666900943 0.090643101549829908 0.026250342256389558
leaf_count=32 186 11 29 35 167 48 38 12 39 38 164 26 38 176 35 26 160 223 31 11 14 39 403 46 65 16 31 2390 88 16
internal_value=-3.12426e-06 -0.014059 -0.04045 9.79154e-06 0.00201339 0.00262383 0.0456141 -0.0147278 0.00114874 -0.035216 -0.0783102 0.00215691 0.0287196 -0.00916351 0.0340754 0.00651276 -0.0203337 0.029397 0.0164364 0.0473577 0.0454312 0.00722883 -4.1311e-05 -0.00161138 -0.00924682 -0.0753118 -0.0168218 0.00010094 0.00800601 0.0586826
internal_weight=45.5042 0.0417749 0.0236577 45.4624 1.1307 1.12399 0.0372869 0.0153733 1.0867 0.0293146 0.0159812 1.05738 0.0351754 0.0200527 0.00882352 0.0167043 0.00988526 0.00608683 0.0133334 0.00753225 0.006819 0.00388405 44.3317 3.68287 0.622656 0.0767663 0.0174546 40.6489 0.630114 0.116893
internal_count=4633 72 40 4561 1471 1285 133 85 1152 283 202 869 702 664 47 488 409 249 81 50 79 65 3090 561 158 93 47 2529 139 104
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=17 2 9 6 18 18 10 16 9 7 7 17 16 17 9 10 6 6 13 18 3 6 9 9 18 17 2 9 9 15
split_gain=0.000462615 0.00822043 0.00837076 0.00653689 0.00556435 0.00800697 0.0085294 0.00415887 0.00277651 0.00239991 0.00168029 0.000961965 0.000808453 0.000628951 0.00129043 0.0114686 0.00139934 0.00433633 0.00260081 0.0090392 0.00545245 0.000998781 0.000960494 0.00203073 0.00352822 0.00174424 0.0329301 0.0222122 0.021413 0.0160851
threshold=212.38791228795003 171.06275453495002 209.03603029655002 12.535292885100002 14.804191144800003 17.549283450150003 64.294476189700006 17.684958644900004 193.70978346765003 26.417313068900004 29.467962229850006 213.19841255780003 10.424975621900002 202.63429796970004 197.47612518640003 71.830224329350003 16.245379570700006 14.135330269750002 117.62810858150002 14.319708078400001 89.103567817450013 13.745321157250002 199.17419511990002 198.14098854835004 12.933745112000002 197.02652249450003 155.18475231920004 195.13041324455003 195.13041324455003 31.445204138150004
decision_type=2 2 2 2 2 2 2 2 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 11 3 8 -4 6 -6 10 9 -3 -7 -2 -11 22 15 -15 17 21 19 -18 -21 -16 23 25 -25 -1 28 -28 29 -27
right_child=1 2 4 -5 5 7 -8 -9 -10 12 -12 -13 -14 14 16 -17 18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=1.7865433968920884e-05 0.0029244835169006164 0.083978325557799938 0.10004377369469911 0.098430241070164556 0.041731395999345548 -0.10002996919870187 -0.10009953779665211 0.10003678839132901 -0.10005641534793026 0.019526882912742727 0.060786012049022481 -0.0031813327971715946 -0.1000127270568309 0.050497927236725151 -0.0033665929856501438 -0.0010760870374270637 -0.0061570604923452017 -0.010465007475761973 -0.00072747572382856284 0.081379920887547863 0.01373566424404846 0.00067723567482338835 0.00057098394349675648 0.001605188678868948 -0.0096718359928093297 0.050441817104396193 -0.0031633054719811082 0.055643316275645442 -0.10115435122828186 -0.062679172425154278
leaf_weight=18.624276459440477 0.51011418995608682 0.0034364008624833131 0.0048930300181382327 0.024298149058267882 0.0063515523361274964 0.0018468200269552426 0.012754865390689929 0.0069396565450006165 0.0022481195196633053 0.0010019304277939511 0.0010023521391460122 0.52214942947717446 0.0012996041253572344 0.047116032984509171 1.0174804876487837 0.50799199700517228 0.075057482850752311 0.5883194609093606 0.50608044528325991 0.025262212882807944 0.022554969624252408 1.5280455878703376 19.603967655013587 0.50829390465514623 0.61085875285971269 0.02337693574739641 0.54325077185121562 0.072842698996282707 0.053470215019842726 0.027190835717192385
leaf_count=2216 4 13 8 13 15 36 61 17 20 48 60 111 43 43 110 164 36 86 19 15 32 27 1104 8 58 33 163 33 22 15
internal_value=-2.65221e-06 0.00202472 0.0362199 0.0726332 0.0014275 -0.0152719 -0.0529506 0.0582718 -0.0058562 0.0310514 -0.0434542 -0.000164019 -0.0479734 -5.28205e-05 -0.00119951 0.00330137 -0.00186351 -0.00272744 0.00244111 0.0154915 0.0494727 -0.000939136 7.07539e-05 -0.000408463 -0.00455007 -0.000168855 -0.00499788 0.00378959 -0.0570356 -0.0103846
internal_weight=45.4838 1.09834 0.0660725 0.0322842 0.0337883 0.0288952 0.0191064 0.00978883 0.00798605 0.00573794 0.00284917 1.03226 0.00230153 44.3854 4.31791 0.555108 3.7628 3.13385 0.628955 0.122875 0.0478172 2.54553 40.0675 20.4636 1.11915 19.3444 0.720131 0.616093 0.104038 0.0505678
internal_count=4633 449 334 137 197 189 76 113 124 104 96 115 91 4184 532 207 325 223 102 83 47 137 3652 2548 66 2482 266 196 70 48
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=17 7 12 9 17 10 3 18 0 17 6 7 9 14 14 18 16 7 15 16 18 17 15 5 12 15 5 4 16 19
split_gain=0.000417018 0.0121469 0.0137108 0.0124133 0.00813721 0.00425719 0.00203085 0.00192369 0.00438674 0.00356168 0.00515083 0.0028236 0.00251277 0.00176588 0.0140787 0.00701298 0.00136938 0.00121429 0.0195417 0.00180701 0.00391257 0.00241552 0.0106379 0.0176887 0.0144468 0.0017593 0.00105318 0.00364817 0.00224373 0.00138374
threshold=188.27285108100003 22.598495330900004 174.01334043920002 184.36538191430003 189.72816303425 65.130586668250018 90.100985783850021 13.304953393500002 86.345209775600011 189.00567661160002 16.395383075500003 23.109894804950002 189.34276022045003 170.02574192850003 159.50774844380001 14.194363735100003 15.564963602350003 25.024903008400003 20.268860138950004 22.564947233300003 13.075178189100003 185.88129754265003 42.33967733730001 17.513369806650005 118.69549532925002 22.504462263300002 21.950234501100002 261.61825292320003 22.644947046300004 14.251149826300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 -4 16 8 9 -3 -11 12 -9 14 -13 -16 -7 19 -19 21 -21 -1 23 24 -23 -26 28 -28 -15 -29
right_child=1 7 5 -5 -6 6 -8 11 -10 10 -12 13 -14 26 15 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.00035081710546836734 0.050116359050137817 0.0058230118109144947 -0.088983817189252384 0.077208833643140184 -0.056189271258881818 0.042586668181389065 0.1000374143980693 8.9125853951642917e-05 0.0075429282633188684 0.003212224006630517 -0.010357446086683667 0.0014493826659155707 -0.0093360781540492207 1.7022529409058242e-05 -0.0076355186983398521 -0.058369653984262727 -0.10002227384543919 -0.00086000662682430965 -0.08962418387392157 -0.00038658849685979223 -0.0068944645617155693 -0.10048853864264945 0.00082437248795850279 0.056792584224804633 0.090533717997842683 0.0008870643162910241 0.006562735759225064 0.0048713166927824179 -0.0063160511953831242 -0.0004363003466745217
leaf_weight=5.7539425342311095 0.014332606655606331 0.57358779332969279 0.010359011333418641 0.057196348159777699 0.014470080700448307 0.0012907543434721456 0.002060385082463867 0.52063891973860632 1.0913721052638719 0.53630905917088945 0.58469862901006309 0.56293492443365067 0.61934767864193452 19.573263959778988 0.046542890253476799 0.065715476979676168 0.0014076346702438514 0.52694557612173731 0.026026984878740222 6.6876359951075841 1.0718768920804675 0.015049083214151326 0.50526129125137231 0.08494731421045465 0.0059395548070568793 0.0034669196622871823 1.0954804914788372 0.5547949741950936 0.57588341693917655 4.2849771627057436
leaf_count=1088 20 19 46 38 24 13 3 37 37 18 68 68 79 1782 11 37 29 425 67 215 33 12 5 37 23 32 28 64 40 235
internal_value=-2.36054e-06 0.000206773 0.0348093 0.0502482 -0.00329015 -0.0530167 0.0252775 9.27487e-05 0.00259835 -0.000586117 -0.00386549 -0.000157453 -0.00503153 5.0188e-05 -0.00499895 -0.037335 -0.0318063 -0.000440919 -0.00503791 -0.000260994 -0.00128557 0.000987347 0.00694598 0.0352177 -0.0397233 0.0574929 0.000180885 0.00135165 -0.000163983 0.000172125
internal_weight=45.4678 30.7867 0.101117 0.085999 0.0288027 0.0151178 0.00475877 30.6855 2.78597 1.6946 1.12101 27.8996 1.13999 26.7596 0.675193 0.112258 0.00269839 14.6811 0.552973 14.1281 7.75951 6.36861 0.614664 0.109403 0.0244556 0.00940647 26.0844 5.93525 20.1491 4.83977
internal_count=4633 2696 173 82 44 91 45 2523 142 105 86 2381 116 2265 116 48 42 1937 492 1445 248 1197 109 104 67 55 2149 327 1822 299
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=16 17 13 16 2 12 6 8 8 17 9 16 13 7 17 7 2 17 15 5 10 19 17 7 19 3 16 4 17 18
split_gain=0.000428055 0.00279246 0.0044279 0.00217506 0.00327103 0.00264434 0.00238233 0.0191377 0.00527285 0.00187684 0.00532533 0.00152504 0.00161654 0.00148443 0.00502163 0.0022208 0.00125425 0.00311519 0.0120929 0.00694028 0.00504501 0.00405443 0.0037998 0.00270827 0.00235761 0.00332181 0.00281369 0.00233041 0.002202 0.00218343
threshold=22.624947093000003 199.05253715360001 117.46680109370001 22.594947163200004 199.01127796720002 169.21982098175002 16.565387047600002 8.4434108459500017 5.9453602998000008 188.13858192940003 189.68479361675003 19.224955043700003 116.51508691550002 23.276000438150003 190.37043331840002 23.393539929150005 136.64906039505004 186.69708271700003 26.003567713650003 13.951472829300002 81.210254746450019 10.350835137000002 183.32030055335002 23.080728504150006 10.450843205950003 83.613736315050019 11.564972956100002 241.58130306185004 166.68115439205005 18.324911823050005
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 8 11 -4 -11 -8 -13 14 -12 -15 -1 18 19 20 -18 29 24 -19 -21 -26 -27 -25 -28 -22
right_child=1 -3 9 4 -6 -7 7 -9 -10 10 13 12 -14 15 -16 -17 17 23 -20 22 21 -23 -24 27 25 26 28 -29 -30 -31
leaf_value=0.00051209509585746884 -0.0084673382659890533 0.0071940642205162971 -0.00060693477942196105 -0.0043280415441171753 -0.0091699473740294562 0.00080040017985425003 -0.10001338426127326 0.0022199229068108933 0.10047358306634675 0.010841447054061606 0.0046242272069518522 0.094892570599757753 -0.047450346977655426 0.0056573795383013268 -0.0087480667191398766 0.00023194255832429067 -0.10025885237825996 -0.0074881259549596573 -0.094086565589555082 0.078608652496901188 -0.1000636101629918 0.053502630284400554 0.078045520436811247 -0.0065255393491128882 -0.074111666438153243 -0.10004370203708185 -0.050625489732614271 8.205119290433891e-05 0.052978024877456058 0.064851499848547725
leaf_weight=17.620383301801354 0.56662433241643562 0.59254194389359405 6.139028384607327 1.641731718671507 0.58411268391127169 2.5940526834577611 0.0014538641500209106 0.56916733378722117 0.026216168478640611 0.59885009428853653 0.53937648442241914 0.0015918745302769821 0.0015995053388482283 1.0657601450366203 0.58583355850647933 2.5830425762969753 0.0091273009707285579 0.56131972608992775 0.017454395677397372 0.0038232773190305372 0.0040213157155832846 0.0062519378721006547 0.010699722235798959 0.56936311346217294 0.0054145398314915374 0.0018015075246813348 0.0025369907769459141 8.5359335156495089 0.010720073970507116 0.0010030758026715603
leaf_count=1303 51 86 181 45 106 43 322 96 12 70 25 4 88 19 45 61 62 141 67 36 74 45 26 31 31 36 31 1319 79 98
internal_value=-1.99086e-06 0.000491609 0.000162804 -0.000192793 -0.00215471 -0.00118731 0.000145415 0.00637852 0.0830742 0.000587586 0.00195244 -0.0151221 0.0235509 0.000837412 -0.00233797 0.00181663 8.7169e-06 -0.000901981 -0.0215028 0.00136564 -0.0449888 -0.000251968 0.0283914 -0.000746719 0.00652461 -0.00693681 0.0172169 -0.000331128 0.0331515 -0.0671398
internal_weight=45.4508 12.6711 12.0785 32.7798 4.8199 4.23578 27.9599 0.600029 0.0308614 11.5119 5.37286 0.00464524 0.00319138 4.77401 1.12521 3.6488 27.3599 9.73947 0.0728541 0.0553997 0.0204036 0.0112763 0.0349961 9.66662 0.0242964 0.0204731 0.0150586 9.1053 0.0132571 0.00502439
internal_count=4633 538 452 4095 194 88 3901 522 426 401 220 414 92 150 70 80 3379 2076 585 518 279 217 239 1491 213 177 146 1350 110 172
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=15 13 19 7 0 3 15 8 16 5 7 10 16 19 6 18 9 9 2 13 7 0 19 18 5 7 16 0 10 0
split_gain=0.000432622 0.00113242 0.00111785 0.000762246 0.00065431 0.00167362 0.00341763 0.00529967 0.00149958 0.00600238 0.00725943 0.00169874 0.0091147 0.00135786 0.00132649 0.00111462 0.0087154 0.0243935 0.009183 0.00151208 0.00134872 0.00128798 0.0010275 0.00657594 0.00966307 0.00305344 0.00130363 0.000890993 0.00103855 0.011395
threshold=46.674706678850008 117.61735474900001 14.651182102100002 23.623818563000004 85.990333302400003 93.776108048150022 45.484733152800011 7.943800736700001 22.624947093000003 21.612734424500001 23.602039070650005 62.020040611300011 22.584947186600004 14.351157895250003 16.485385178400005 13.055593598800002 200.52256857420005 186.70853236170004 111.53582144370002 117.56358558635002 22.532843451200005 85.705356740550016 14.351157895250003 12.854871756700001 23.636018850950002 19.164717746300003 22.744946812400002 86.036037090600004 62.041548276350007 86.393602021950016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 -1 11 13 -11 12 -6 -10 -15 20 17 19 -19 21 22 -17 23 24 -7 -26 -24 -13 -29 -30
right_child=1 3 -4 -5 8 15 -8 -9 9 10 -12 27 -14 14 -16 16 -18 18 -20 -21 -22 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=0.00070104225541186898 -0.0053422783041461872 -0.0024152846656819316 0.0043719649760696078 0.0029962596742660807 0.0025096633665180534 0.085246510651547883 0.0002553661820746057 -0.013007662414254263 -0.0012273982710047007 0.015063523748365049 -0.00045922312687876767 0.0041347292165774124 -0.012751618666717361 0.0062887348302147102 0.00023913028228721565 -0.062692456990726841 0.00090473776400915018 -0.016238286200814835 -0.093051634535176106 0.099801932190184045 0.003955297501299442 0.071269798253217873 -0.0056783523417229705 0.00083229272266350162 0.0066759784338370062 -0.10009374500007902 4.5326747441087518e-05 0.0030590581039641857 -0.037903488544447285 -1.5314280483190729e-05
leaf_weight=0.50275412166957012 0.54006706540809446 0.51859117243902353 0.59229609822614193 0.52257290901570741 1.0440367040171192 0.022192166235367496 1.5105839819589162 0.64225969648396131 3.0619042144971891 0.65316572903975589 0.55922073748661205 0.52946929947939381 0.62599086094996881 0.56063764501595859 1.0253280145407186 0.0011563677699210082 0.52569115327550708 0.026586397434584796 0.037538832495840779 0.011317231698058094 1.0499875706796045 0.0018919324211310595 0.55061994671541459 1.0196779325564533 0.010383972300565279 0.003609596220962131 1.4349613128979397 1.0630945359007444 0.079616125753097289 26.713213472415699
leaf_count=3 114 53 70 26 19 85 13 51 29 36 49 7 39 50 10 103 54 11 44 13 27 4 39 57 270 159 42 25 32 3099
internal_value=-1.51473e-06 -0.00162656 5.70722e-05 0.000300835 -1.99594e-06 -0.000861556 -0.00286794 -0.00698843 0.000173939 0.00163728 0.00790356 -0.000111386 -0.00321085 2.73513e-06 0.00237766 0.000273151 -0.00373618 -0.0348187 -0.0612047 0.0829641 0.000865208 0.0204514 -0.000201572 0.00231896 0.0442116 -0.0208649 -0.0015419 7.09681e-05 -6.27352e-06 -0.000127901
internal_weight=45.4404 1.58123 43.8592 1.04116 43.2669 7.35121 2.6556 1.14501 35.9157 5.86026 1.21239 30.0554 1.67003 4.64787 1.58597 4.69561 0.604182 0.0784908 0.0641252 0.0143655 4.09143 0.0030483 3.04144 1.05586 0.0361857 0.0139936 1.98558 28.3854 27.8559 26.7928
internal_count=4633 193 4440 79 4370 975 67 54 3395 174 85 3221 58 89 60 908 229 175 55 120 679 107 652 571 514 429 81 3163 3156 3131
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=16 13 13 15 15 5 6 5 5 7 16 15 15 6 0 0 5 7 10 10 19 16 15 5 10 3 2 5 5 9
split_gain=0.000410728 0.000666927 0.00127606 0.0012708 0.00344282 0.00204382 0.0021951 0.001975 0.00189276 0.00115566 0.0172883 0.00449321 0.00894798 0.00226111 0.00108309 0.00214531 0.00144063 0.00108035 0.00104234 0.00128709 0.00364499 0.00647297 0.00106152 0.00189137 0.00101814 0.00095354 0.00438999 0.00127214 0.00926329 0.0290299
threshold=22.764946765650006 117.60660091645001 117.60122400020002 44.483611103700007 49.977661466200011 22.825270530250005 16.585387514950003 21.950234501100002 21.043187000650004 22.460452099450002 22.624947093000003 38.133874083650007 32.84618138455 7.1451669457000007 86.420486603250012 85.121961326250016 26.429611911700004 22.557405306150006 61.998532946250002 62.041548276350007 14.351157895250003 22.614947116400003 42.33967733730001 24.148799123900002 72.04530097975001 93.216908757050007 103.92649527695001 21.252944829650001 20.911722254300006 190.36745536595001
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 7 -7 8 -3 10 11 12 13 24 15 16 -15 -11 -19 20 -20 -22 25 -24 -1 27 -27 28 -21 -30
right_child=-2 3 -4 4 -6 6 -8 -9 -10 17 -12 -13 -14 14 -16 -17 -18 18 19 22 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10017974914889836 0.0025315904444284786 -0.0026571443782992658 0.0035576178965108438 -0.0091602491855635251 0.0019840023406015885 0.0076529492135369 -0.00025709660744977386 -0.0042022956957929137 0.0019702164959463989 0.004597084081384652 -0.081646768620284277 -0.055459406300164771 0.063726622639818195 -0.1000186941959561 -0.0018371223112447429 0.076433486778250195 0.012373968562794838 -0.004394405593647995 -0.0017707639080399705 0.00017921284212675011 0.0011066107934757216 0.013273313418563769 -0.0069279038049401111 0.0012123893824155657 -0.013630991260382742 0.0014848667321507604 -0.0094412044493658726 0.0016456294694740092 -0.0020351666915063341 -0.058181035235398172
leaf_weight=0.0033244538099899126 0.63135441160556993 1.5311539385929749 1.0612830616464624 0.59900178193902298 0.51602256483018039 0.59137076878102612 0.86251904825759196 1.6021123597165567 2.0912705224181991 0.52946827117212691 0.027573632994972286 0.014568563439752324 0.021723406379948074 0.0012975081170003957 0.52706918737209918 0.0053229139372429892 0.009421784708370979 0.52079838450728644 1.5911136748277663 22.412698553553859 1.5510832860657049 0.60895313857963618 0.60512718447778302 0.54025674275312907 0.0022992676921971267 1.0484203678934116 0.56640204359490276 4.7317690674732509 0.50854742340743442 0.11245262839960901
leaf_count=45 120 24 22 75 23 36 95 43 33 34 38 15 22 230 168 18 323 13 51 2570 48 49 90 60 47 48 35 141 3 114
internal_value=-1.2108e-06 -3.69093e-05 0.000140177 -0.000877663 -0.0040028 -0.000355894 0.00296032 -0.00127873 1.42884e-05 3.92618e-05 -0.00426692 -0.000619836 0.000780676 -0.00171124 -0.00105804 0.0245389 -0.00123051 0.000113934 4.57205e-05 0.000113183 0.00186124 0.00453662 -0.000101627 -0.00308828 -0.0647941 1.48072e-05 -0.00234747 0.000152196 -0.000154597 -0.0122022
internal_weight=45.4258 44.7944 37.001 7.79345 1.11502 6.67843 1.45389 5.22454 3.62242 35.9397 0.612601 0.585027 0.570459 0.548735 0.543111 0.0160422 0.0107193 35.3271 34.7976 34.2768 3.75115 2.16004 30.5257 1.14538 0.00562372 29.3803 1.61482 27.7655 23.0337 0.621
internal_count=4633 4513 4184 329 98 231 131 100 57 4162 906 868 853 831 739 571 553 3256 3222 3209 148 97 3061 150 92 2911 83 2828 2687 117
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=6 5 18 9 16 7 9 9 17 6 7 0 7 3 6 5 16 5 15 6 16 19 18 17 16 9 7 18 13 9
split_gain=0.000474082 0.00154492 0.00293815 0.0124171 0.01784 0.0288705 0.00154656 0.00619568 0.00572894 0.00189056 0.00159639 0.00124108 0.00249858 0.00122336 0.0026894 0.00737754 0.0183789 0.0158228 0.0242393 0.0154451 0.00572097 0.037749 0.0142993 0.00475919 0.00435745 0.0084611 0.00338943 0.00319377 0.00248048 0.0104965
threshold=16.455384477450004 22.825270530250005 13.405741979600002 204.99169312540002 22.674946976100003 23.695207782600004 190.36745536595001 194.45262321395003 187.63270803470002 16.565387047600002 24.176603375500004 86.135510041400025 23.666491602800004 93.499196860750018 16.245379570700006 20.971847224900007 22.654947022900004 22.627560662300002 37.882159664350006 15.470361462550001 22.544947280100004 14.351157895250003 14.215125380400002 205.45998821870003 22.614947116400003 206.78020849415003 23.131311951800004 13.453871405300001 117.56896250265002 194.03220695150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 6 -3 4 5 -4 8 -8 -2 11 -11 -9 -13 14 15 -1 17 18 -17 23 21 22 -16 -20 -22 -26 27 -19 29 -15
right_child=1 2 3 -5 -6 -7 7 9 -10 10 -12 12 -14 28 20 16 -18 26 19 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=4.9405544015715192e-05 -0.0027872757842014049 5.3275326860411235e-05 -0.053348654378607918 0.00092472257245212552 0.10015384018593419 0.067919454663053658 -0.011539114394446347 0.00043020626732782777 0.00939085156800663 0.0065055403804374278 -0.0012034453474984157 -0.0057385334663285258 -0.00084218677662986456 -0.00097999899759414308 0.088996258286280799 -0.095428301957594636 0.054137233969045295 -0.083376251324113304 -0.10052763804985131 0.03249940279412452 -0.00058976464133300927 -0.00033799293313057331 0.022376897945743629 -3.2753248390652247e-05 0.014503940298675799 -0.00021130662157502805 -0.097634398446416276 0.036321950396875184 -0.0041416636600950961 0.04282701803864418
leaf_weight=20.799665846891223 1.0792360656778299 5.1311361768495685 0.036442350192231632 0.54193327935263369 0.032339416909962893 0.04255850970002939 0.60039977480482676 2.0402206844082684 0.6016313011132296 0.572737418307949 0.5059024123402196 1.59140650765039 3.0199015546004375 0.55303534947526189 0.072227948810904219 0.027933736263585973 0.028837244164606091 0.004890715671081125 0.013476079896936 0.07257458746607881 4.083460701191143 0.57266860245727003 0.058164931833744049 0.0072464210688849553 0.63906440885330074 1.0055937781944519 0.035167508639234235 0.0040959595426102169 1.575093723821041 0.060699783686708031
leaf_count=2668 31 699 26 51 10 33 35 25 44 68 6 25 44 213 31 68 30 23 34 43 63 77 25 23 65 10 50 20 60 33
internal_value=-1.20738e-06 -0.000443621 0.000857446 0.0071738 0.0375903 0.0119796 -0.00119535 -0.00175365 0.00157163 -0.000993614 0.00288988 -0.00162338 -0.00253196 0.000234773 0.00041635 -0.000131741 -0.0195311 -0.0323763 -0.0137093 0.0107578 0.00220553 0.0107188 0.0592791 -0.0653857 0.00116062 0.00550659 -0.0836287 -0.02882 -0.00204031 0.00335261
internal_weight=45.4097 15.7958 5.78441 0.653274 0.11134 0.0790009 10.0114 8.33057 1.68087 7.73017 1.07864 6.65153 4.61131 29.6139 27.4251 20.9939 0.194222 0.165385 0.121231 0.0932971 6.43118 0.703061 0.130393 0.0207225 5.72812 1.64466 0.0441542 0.00898668 2.18883 0.613735
internal_count=4633 1097 819 120 69 59 278 203 75 168 74 94 69 3536 3230 2959 291 261 168 100 271 133 56 57 138 75 93 43 306 246
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=19 16 14 9 8 7 7 9 16 10 10 15 12 15 17 5 7 7 17 8 9 8 17 15 7 19 16 0 2 6
split_gain=0.000447256 0.000949296 0.00513756 0.00154079 0.00348084 0.00292308 0.00131124 0.00166801 0.00152862 0.00317201 0.00185646 0.00104021 0.00313517 0.000879843 0.000654896 0.00534453 0.00656278 0.00391606 0.00212121 0.00183302 0.00142877 0.00134457 0.000989301 0.000888561 0.00488645 0.0130754 0.00633987 0.00570361 0.00544212 0.00518737
threshold=14.651182102100002 12.604970524100002 258.81881833755006 209.24553857890001 2.8477776226000002 27.014969757650004 20.714163848350005 61.192192081150004 11.949972055800002 84.92839234085001 90.679004281900021 7.0363378272500006 316.7844411196001 46.723315192750007 174.72950843050003 17.886193876600004 21.833224794850004 20.714163848350005 158.19986339130003 5.1459841250500009 71.932467616300016 2.5480115570500002 179.88087463185005 20.937157557000003 26.709562027450005 12.250988447150002 14.184966829400002 97.32487278035002 188.61740261325005 12.525292651450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 8 9 -8 11 -11 -13 -2 15 -3 17 18 -17 20 -20 -19 -16 24 25 26 28 -27 -24 -28
right_child=13 14 3 5 -6 -7 7 -9 -10 10 -12 12 -14 -15 22 16 -18 21 19 -21 -22 -23 23 -25 -26 27 29 -29 -30 -31
leaf_value=-0.10005868756420216 0.0046105088885944386 0.00081081949277909135 0.064351097732012516 0.090607424321504829 -0.10004692548921164 -0.10004555254982253 -0.10003128634697817 0.083396912333305803 0.037895860191483589 0.097678631081568962 -0.1000063523443727 -0.100044736403288 0.068409471491813631 -0.0010618307859652596 -0.0031505618406897379 -0.10005352564222816 0.069542422231009524 0.025357986129798261 0.016893294038843366 0.074515804087327039 -0.100008384436997 -0.10008109773426473 -0.10014962801630965 -7.772494194383538e-05 0.00014458622753959723 0.050774896514170165 0.09299042201596408 -0.06946685492497251 0.044920720070149689 0.029976271011419121
leaf_weight=0.0060831964350652181 0.59216595672569272 1.0268227161990771 0.003262116863169239 0.0039408918062235889 0.0036197415622490339 0.0010103527824583125 0.004444810538245747 0.0019292781063029443 0.0040925437062391259 0.0016296311068799696 0.0013584007478604221 0.0017721324969670604 0.0029340998457882961 0.50806916805868241 1.035926717997852 0.0014087445160961823 0.025752417840124053 0.0010557866735325652 0.012565051686031708 0.0057308677685625744 0.00114038034774457 0.0044822663964787512 0.0048071653258742186 41.541032180553117 0.51594348582020189 0.0051799932753020519 0.027768507770701945 0.016545470521521111 0.0055962572346288653 0.024669922084285645
leaf_count=343 70 33 29 12 160 110 93 16 36 11 255 35 20 10 173 55 19 5 140 37 212 104 35 2304 135 34 37 55 22 33
internal_value=-5.0098e-07 -4.99733e-05 -0.0162646 0.000729974 -0.00934793 0.0517027 0.00597704 -0.0045083 -0.0149566 -0.0327752 0.00607714 0.0288213 0.00497801 0.00199112 -3.67554e-05 0.0023967 0.0336311 -0.00142173 0.0184364 0.0270246 0.00716632 -0.0761671 -9.75649e-05 -2.25159e-05 0.00379663 0.0260777 0.0491976 -0.0407977 -0.0221127 0.0633451
internal_weight=45.3927 44.2925 0.0360772 0.029994 0.0250428 0.00495124 0.021423 0.0181609 0.0162316 0.0121391 0.00769426 0.00633586 0.00470623 1.10024 44.2564 1.07896 0.0521355 0.0263831 0.020845 0.0194363 0.0137054 0.00553805 43.1775 42.1415 0.600511 0.0845673 0.0628419 0.0217255 0.0104034 0.0524384
internal_count=4633 4553 1120 777 655 122 495 466 450 414 321 66 55 80 3433 605 572 553 444 389 352 109 2828 2655 351 216 127 89 57 70
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=3 6 9 5 17 3 9 17 17 16 15 15 14 16 8 10 5 3 7 13 13 13 6 3 8 17 13 6 18 3
split_gain=0.000414151 0.00136361 0.0191918 0.021619 0.00144818 0.041989 0.00191826 0.00124322 0.0023225 0.000976338 0.000964847 0.00162952 0.00709868 0.00271917 0.004402 0.0451897 0.00201589 0.00707867 0.0608813 0.00911989 0.0105584 0.00499093 0.0028391 0.00187936 0.00142438 0.00258086 0.00118199 0.00109137 0.00592166 0.0289605
threshold=93.499196860750018 16.405383309150004 184.36538191430003 21.950234501100002 187.14705358135004 93.794927255050013 189.68479361675003 189.19102531915004 192.28474763930004 22.634947069650003 45.793006327050001 37.882159664350006 244.17581037495003 22.604947139800004 8.6432548896500023 62.025417527550012 20.911722254300006 92.695347879750017 23.989000783400005 115.29990384055002 114.86706208155002 113.13031812925001 17.130400249100003 93.077108934250006 8.4434108459500017 194.56623159050002 106.01665791610002 14.745344522600002 14.380989918050002 85.589753040950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 5 -3 -6 -8 -9 -10 11 16 -13 24 15 -15 27 18 19 20 21 22 26 -19 25 -14 -18 -1 -29 -30
right_child=1 4 3 -5 6 -7 7 8 9 -11 -12 12 13 14 -16 -17 17 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0001471980557222313 0.0016610919689281425 -0.076528029107474471 0.0049082381274182345 -0.10088184900048332 0.0061240880695305573 -0.00016727393873936847 0.0015205006359501343 -0.0071519334110708146 -0.0015544045412758459 0.0036629975437246958 -0.0038620475370477777 0.011504269591376428 -0.0001257188562694096 0.063953188974286715 -0.00023126465882627794 -0.0021495903092769923 -0.016723665852035479 0.00079367466158413108 0.0022111407220283372 -0.10150898637220625 0.062022091044048704 -0.10141529890160089 0.082987421963218747 -0.0040364612984806897 0.00062710823031577093 -0.0084408288939821757 -0.10018532070212996 0.00031251057235209031 -0.00078534836867199989 0.047211433817595176
leaf_weight=17.778537929491478 0.52482265675910111 0.073801585288179594 0.036158008078928106 0.041475397302490169 0.58356135264694486 2.9668991279006018 2.6053912148881864 0.57754005595980151 1.0331907749890659 0.54938280635515457 0.5897591739359872 0.65657586643647015 1.0212373793556535 0.1269743370139621 1.0310180562137246 0.55747800976826056 0.0055920893671544958 3.0432027735223528 0.52064258405718533 0.07086982112377882 0.0079562133178114891 0.017378219519741833 0.0023468307699658917 1.0955397437955978 2.5755313080459068 0.58830679175195566 0.0024359981243833317 5.9743299680267219 0.56657051460962282 0.16156132716308491
leaf_count=2407 177 26 18 40 88 635 36 53 58 54 67 43 21 29 21 58 69 76 32 11 4 5 4 36 56 91 15 256 55 92
internal_value=-3.56476e-07 -0.000608069 -0.00520347 -0.0516098 -0.000278081 -0.00202064 0.000712488 4.98085e-05 -0.00172405 0.000256791 0.000149798 0.00021588 0.00164066 0.000543098 0.00389609 0.0101133 -0.000103553 -0.00198517 -0.0118849 -0.0807446 -0.039535 -0.0686492 -0.0137653 -0.000484879 -0.000831299 -0.00316499 -0.0420488 0.000262761 0.00135019 0.0098644
internal_weight=45.3861 8.99222 0.602456 0.0776334 8.38977 3.0407 5.34907 4.7655 2.16011 1.58257 36.3938 35.8041 6.55712 5.90055 1.71547 0.684452 29.247 4.76596 0.627222 0.106579 0.0357094 0.0277531 0.0103749 4.13874 4.18508 1.60954 0.00802809 24.481 6.70246 0.728132
internal_count=4633 1185 235 58 950 661 289 201 165 112 3448 3381 319 276 108 87 3062 252 140 108 97 93 88 112 168 112 84 2810 403 147
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=13 16 13 13 16 8 17 17 0 9 15 5 18 16 5 17 5 5 18 0 0 17 0 0 0 5 17 7 17 9
split_gain=0.000404804 0.00134041 0.00229913 0.00114933 0.00106525 0.00138742 0.00211764 0.00274421 0.00167586 0.00114067 0.00101959 0.00197406 0.0296591 0.000794598 0.00378519 0.00703948 0.0058115 0.00161535 0.0031696 0.0239218 0.00439619 0.00287191 0.00256829 0.00133817 0.00396077 0.00117496 0.00151939 0.000807154 0.0104372 0.0301631
threshold=117.60660091645001 22.594947163200004 117.62810858150002 117.60122400020002 22.624947093000003 8.543332867800002 187.52613723835003 202.72018094520004 86.162394622750014 198.91155909545003 46.674706678850008 24.225659292200003 13.278511569200001 22.624947093000003 21.612734424500001 189.00567661160002 20.743195000100005 22.315896640950005 13.278511569200001 86.393602021950016 86.103248543850015 195.44378352670003 85.882794977150013 85.732241321850012 85.662341410450011 22.573811927200005 192.64609805285002 23.445318439400001 194.75204781875001 200.77913281735002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 -8 9 -7 11 13 -13 17 16 -16 -15 27 19 20 22 25 23 24 -19 -20 -27 28 -1 -30
right_child=1 2 4 -5 5 8 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 21 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00039515067817881078 0.0040979672548053193 -0.0070537226402615201 -0.0033998152627082059 0.0033873744220345964 -0.00037246710284270817 -0.0042933331365272781 0.0092094711193858106 -0.00062974513325150978 -0.0068329372677648718 0.0009347835455986264 -0.0042715441456359447 -0.00028216831890221189 0.090372535263393339 0.0012227127951668303 0.00064132914775404245 0.013126582287297822 -0.0099217206709193116 -0.10008249009271147 -0.0015362850939152854 -0.0012025945479672553 -0.02639949711673097 -0.0071003765690219461 -0.096257350033597991 -0.067493027808058798 0.065804668754017026 -0.00065337356407500703 0.0069656653130646881 -0.00014936714671194695 -0.0030091061604632522 0.095706457825513347
leaf_weight=3.7711020074918404 0.56031791247521834 0.57470234809107967 1.0687605889931715 1.0594150285277226 2.4286214158855732 0.57186013422721593 0.63820918410374339 0.50996636506170034 0.51620715876924794 1.5442573530181105 0.53889803889572974 0.52025522227134258 0.038779206430093915 2.0364988484070632 1.5463146823240097 0.63788084638144926 0.60750575552810904 0.0026392768032174043 0.99387828664245681 0.50033213089633932 0.023341157386312261 0.57016553822999938 0.031641995185054839 0.012813034409191459 0.0031656929786549881 0.50915954286423726 0.53862327036321744 22.857713454623536 0.099132582526962554 0.045005707775999326
leaf_count=449 119 32 36 22 40 33 76 5 8 98 106 441 67 50 22 66 49 107 15 16 6 60 12 7 6 30 14 2482 137 22
internal_value=-1.3594e-06 -0.000627397 -0.000964573 0.000141201 -0.00048374 1.81971e-05 0.00130056 0.00483935 -0.00172427 -0.000478064 4.53655e-05 0.000111183 0.00600638 1.64454e-05 0.00120696 0.00428757 -0.00133791 -0.00017542 -0.00230411 -0.0090329 -0.0622624 -0.000825504 -0.0789175 -0.0494478 -0.00961728 0.000926852 0.00326327 7.7877e-05 0.00140456 0.0278138
internal_weight=45.3572 8.4129 7.85258 36.9443 7.27788 6.20912 3.5768 1.14818 2.63232 2.11612 35.8848 35.3459 0.559034 34.7869 4.8282 2.1842 2.644 29.9587 3.18576 0.573933 0.0736012 2.61183 0.05026 0.018618 0.00580497 2.04166 1.04778 26.773 3.91524 0.144138
internal_count=4633 447 328 4186 296 260 121 81 139 131 4164 4058 508 3550 187 88 99 3363 273 154 138 119 132 120 113 59 44 3090 608 159
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=19 4 0 3 18 18 19 18 0 7 16 7 13 12 15 18 2 5 2 4 16 16 14 6 12 10 13 5 3 12
split_gain=0.000429422 0.000790147 0.000496719 0.00143807 0.00120451 0.00217666 0.00458211 0.00209792 0.00373356 0.00183171 0.038931 0.00509543 0.00158842 0.00137994 0.00861438 0.00273417 0.00423595 0.00102189 0.00813631 0.00266583 0.00111257 0.00108888 0.00218134 0.0234081 0.00703623 0.00513609 0.0045625 0.0113291 0.00485729 0.00403687
threshold=14.651182102100002 264.40103451365002 85.990333302400003 93.668569722950011 13.087929333200002 13.193283301750002 14.351157895250003 13.304953393500002 86.345209775600011 23.109894804950002 22.554947256700004 22.929105819350003 117.54745483760001 138.67909474840002 31.445204138150004 13.581061237400002 56.799426908350007 22.665750084250003 200.24623605120004 299.67482098205011 22.644947046300004 22.604947139800004 272.02763708760006 16.465384711100004 202.20743612260003 78.537927364800012 117.39690118230001 21.252944829650001 88.974521827200007 258.77736187310006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 -6 8 -7 10 11 13 -4 14 15 -9 -17 20 -19 -20 21 22 -11 24 25 -24 27 29 -29 -26
right_child=1 -3 4 -5 5 7 -8 9 -10 17 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0056958513753711301 -0.00078117508168002499 0.0045828261134251988 0.00014595387140021028 -0.00039599415683888622 -0.010823971130800948 -0.0014832698957451416 0.0021794716913191101 0.097905892482195278 0.0098326418194213776 -1.8105396777435073e-05 -0.10071992230851368 0.037536147765732164 0.0051665477769854548 -0.00024047379574232937 -0.073635820572939312 0.10003273382648388 -0.10004565004192847 0.01223211169815069 -0.0045798039521628272 0.0037623868441645485 -0.0044183241841909268 0.0017531301598946863 -0.10073135400995455 -0.10084120957124723 -0.0006521434202881914 0.0072181480364774302 -0.036362540445406086 0.0095970240778268951 0.099871855309895397 -0.031124856142675874
leaf_weight=0.54791401134206452 0.53893058739276856 0.55994670085783582 1.5561966877246569 7.806277318675078 0.55339788501896581 0.57430283424036932 0.53101343524758704 0.0051993122273080727 0.5922577893998664 23.196831143573885 0.040118071756296558 0.035978375523090023 1.0590013652108607 0.53451497329451314 0.014369367359904572 0.0019233133643865585 0.00235236857790877 0.58588262640842215 1.0353041359376218 0.60804243567433935 0.58692065554350747 3.0819304748067671 0.012404935264612393 0.024604262702268787 1.1465629809335975 0.0068365054762828939 0.036331803596112766 0.0095819599097629604 0.015768630086313351 0.045186573077831471
leaf_count=45 47 33 65 1066 22 43 18 11 44 1359 15 26 16 233 10 2 50 21 14 99 53 38 25 32 404 150 19 36 14 623
internal_value=-6.03838e-07 0.00195212 -4.90998e-05 -0.000743588 0.000112545 -4.98521e-05 -0.00445646 9.85822e-05 0.00426177 -5.79481e-05 -0.00537586 0.00105991 0.002179 -0.00129047 -0.024828 0.0491919 -0.0100452 5.30665e-05 0.00211409 -0.00149317 -0.000110073 -1.83772e-05 -0.000241274 -0.00423179 -0.00236407 -0.0623768 -0.00144281 -0.000400418 0.06575 -0.00180755
internal_weight=45.3459 1.09888 44.247 8.35419 35.8928 33.2776 1.08441 32.1932 1.16656 31.0266 0.634456 0.594338 2.6152 0.558359 0.0238444 0.00947499 0.00427568 30.3922 2.22923 1.64335 28.163 27.576 24.4941 1.29728 1.27267 0.0192414 1.25343 1.2171 0.0253506 1.19175
internal_count=4633 80 4553 1111 3442 3361 40 3321 87 3234 347 332 81 306 73 63 52 2887 134 113 2753 2700 2662 1303 1271 175 1096 1077 50 1027
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=6 16 7 13 6 19 17 0 2 3 16 7 6 18 18 7 15 16 15 6 16 19 7 4 15 9 5 18 8 7
split_gain=0.000622494 0.00107461 0.00776361 0.0169858 0.0238084 0.013036 0.00643213 0.00395636 0.00875551 0.00269016 0.00266148 0.00181107 0.00131096 0.00103543 0.00100971 0.00312569 0.0293752 0.00806754 0.0173467 0.00324231 0.00177956 0.00272483 0.00160594 0.0032808 0.0017765 0.00346569 0.00196966 0.0020218 0.00160007 0.00125923
threshold=16.485385178400005 22.594947163200004 23.276000438150003 117.57971633515002 16.515385879350003 14.351157895250003 179.33099108465004 86.103248543850015 94.087390192850009 92.738363209800013 18.714956236300004 18.499987111650004 16.505385645700006 13.713893333650001 13.480563334700001 23.393539929150005 37.491361913600009 20.394952307700002 26.384523135650003 5.0851188130000002 11.864972254500001 10.650859343850001 23.109894804950002 240.79927845295001 37.491361913600009 185.62570708695003 20.452758643300005 13.141419083100002 8.4434108459500017 22.375171215700004
decision_type=2 2 2 2 2 2 2 2 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 -2 6 10 8 -5 -3 -6 -12 -11 -4 22 16 17 18 19 -16 21 -21 23 24 26 -26 -1 -28 -24 -22
right_child=1 9 13 7 5 -7 -8 -9 -10 12 11 -13 -14 -15 15 -17 -18 -19 -20 20 29 -23 28 -25 25 -27 27 -29 -30 -31
leaf_value=0.00327195570247363 -0.091915332871537275 -0.0079391501690752701 0.0027030673865693841 0.091774743455299554 -0.071510095867904452 0.063300079788224758 -0.10033956049417665 0.092331385102265018 -0.10015522869931302 -0.003346307404843628 -0.024810694862868559 0.09429448728087797 -0.00017998082469693701 -0.0010465776712527193 -0.10004043724761538 8.2409809471351361e-05 -0.089284142704171621 0.0021401150932114838 -0.10039325831351933 0.036203494937986073 0.025181207329699529 -0.10003581343409125 0.00050846443933122258 -0.0074348293848397837 -0.00055060698698447996 0.0087187636708655203 -0.0084102824248149903 0.00030750522320329267 0.004024328179470152 0.083557547884170899
leaf_weight=0.55223170123321996 0.02145498896784765 0.54523742343371751 1.0375706350459952 0.0064683971472732082 0.002192318881106034 0.039541694866102262 0.0088639446445624784 0.033425818313844502 0.0037575213958338516 1.5722215423593278 0.0018510144246892679 0.0041143577436262291 7.7694697454580179 2.5375267439885647 0.0020414668600243829 22.061300395888708 0.040652954909392802 0.53553652332630008 0.02411323276308508 0.0041244609572558188 0.0084634962112044576 0.0022793136877652387 2.5595969630870457 0.5667912450934488 1.0358398675889473 0.66059149058759192 0.53661932480986918 0.52756613944887221 2.6187493423303749 0.006558607157131747
leaf_count=70 25 11 15 14 322 39 21 8 83 43 39 27 287 54 94 2724 15 16 46 37 80 50 41 181 23 61 118 29 38 22
internal_value=-1.00734e-06 -0.000567515 0.000887063 0.0257283 -0.00221988 0.0318024 -0.0413674 0.0756797 0.0212499 -0.00111139 0.0227103 0.057337 -0.000712879 4.16505e-05 0.000241416 -0.000114969 -0.00709579 -0.00136589 -0.0408273 0.0203781 0.0318516 -0.0122885 0.00113396 -0.00040437 0.000798463 0.00305889 -0.00157386 -0.00408847 0.00228648 0.0506681
internal_weight=45.3268 13.5837 3.69677 0.12167 0.0780183 0.0565633 0.0170216 0.0436517 0.0102259 9.88693 0.00815769 0.00596537 9.34169 3.5751 31.7431 22.6851 0.62377 0.583117 0.0475806 0.0234673 0.0214259 0.00640377 9.05799 3.87964 3.31285 1.69643 1.61642 1.06419 5.17835 0.0150221
internal_count=4633 988 647 578 473 448 409 105 97 341 388 66 330 69 3645 3084 360 345 329 283 189 87 561 482 301 84 217 147 79 102
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=19 15 6 4 3 17 6 5 4 15 18 3 16 18 18 3 6 12 0 19 17 7 9 6 2 8 8 7 13 9
split_gain=0.000504381 0.000898406 0.000559761 0.000921461 0.00136597 0.00119462 0.00191786 0.00435552 0.00124373 0.00115492 0.00333035 0.0022834 0.00141456 0.000756167 0.00245341 0.00160212 0.00210221 0.00796932 0.0193995 0.0264397 0.00491598 0.00149988 0.00255206 0.001828 0.00872228 0.0149329 0.00474579 0.00365599 0.00283205 0.00433012
threshold=14.651182102100002 46.723315192750007 16.485385178400005 240.79927845295001 92.738363209800013 188.27285108100003 16.525386113000007 20.971847224900007 206.71522889875004 40.42701969085001 13.511883313150003 93.668569722950011 22.534947303500005 13.480563334700001 13.531614672700002 93.077108934250006 16.245379570700006 200.88600031510001 88.350799540950007 14.251149826300002 162.04221493815001 23.109894804950002 197.47612518640003 16.375382608200002 108.54085696455002 8.1436447804000007 8.0437227585500022 20.797746106000002 117.60122400020002 185.98753508445003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 -4 8 -7 -8 -6 12 11 -11 -5 21 -15 16 20 18 -18 -20 -16 22 23 24 -1 26 27 -26 29 -25
right_child=1 -3 3 9 5 6 7 -9 -10 10 -12 -13 -14 14 15 -17 17 -19 19 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.00052094002950692805 0.0047664295772780856 -0.00096750130598420461 -0.0045693895624788023 -0.0016672650725190659 0.00014695110405945971 -7.6971611483837447e-05 -0.0014000096835543553 0.011223248270435396 -0.0050249760553586287 -0.0075754931138366484 0.0063923282571738934 -0.00071550128892875842 -0.0079920054671496887 -0.0067933211095930384 -0.088544641340769892 -0.0052539150855133556 0.10024897245496178 0.0013188499687336638 0.065113389935682151 -0.034685227044566933 -5.1288689342272128e-05 0.0020612587652278401 -0.0067360544580164815 0.00027976220279512566 0.032514845941815092 -0.076349497631316654 0.10005613562077245 -0.082641881543382201 -0.0024024469985654356 0.010910041219395662
leaf_weight=0.55043346652768832 0.59088851400792808 0.50833123212214559 0.56710054865582105 1.0118341198301211 3.5326931166142597 1.5432526542572307 0.50828975258627884 0.59132626983046066 0.53543930530260642 0.57717558656804646 0.57360610732462181 3.0454295150223913 0.54359799894336891 0.54044684682232258 0.0062795183357796649 0.55937101986803028 0.028555115219204619 1.0814260542883856 0.046087623501080088 0.062609862565295771 19.815850127445561 5.1704383418284792 0.5676130140495842 1.027948931011146 0.0085291605889135647 0.039388867570489872 0.0065823649347294113 0.0040736964598190881 1.0538496953166712 0.61091747367908933
leaf_count=75 70 10 37 150 372 23 9 32 100 42 50 76 42 25 188 86 58 54 28 19 2608 79 42 43 80 36 5 95 30 69
internal_value=-1.15528e-06 0.00211479 -5.37651e-05 -0.000604209 0.00014337 0.000541613 0.00219693 0.00538824 -0.000533767 -0.00155019 -0.000687458 -0.00180848 -0.00387766 0.000176256 -0.000138412 2.80974e-05 0.00016852 0.00419975 0.0268986 0.00762929 -7.93228e-05 0.000946953 -0.000542048 0.00052279 -0.00442489 -0.0411111 0.0312361 -0.00470795 0.0016418 0.00424239
internal_weight=45.3094 1.09922 44.2101 13.0297 7.2781 6.711 2.64287 1.09962 4.06813 5.75164 4.19621 3.62261 1.55543 31.1804 22.1406 21.6002 21.0408 1.21868 0.137253 0.108697 19.8221 9.03978 3.86934 3.30172 0.609008 0.0585741 0.0191852 0.0126029 2.69272 1.63887
internal_count=4633 80 4553 933 573 536 64 41 472 360 168 118 192 3620 3066 3041 2955 159 105 47 2796 554 475 433 291 216 180 175 142 112
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=8 15 0 0 6 17 16 14 9 8 12 15 8 6 7 5 6 17 19 2 4 3 2 8 16 18 18 0 5 7
split_gain=0.000503629 0.00372872 0.00453146 0.00585136 0.00568443 0.00247995 0.000739266 0.00467507 0.00133658 0.00319805 0.00122139 0.00163058 0.00144973 0.00124435 0.00121999 0.00111259 0.000989801 0.00191013 0.000580535 0.00755554 0.00684913 0.00126027 0.00816695 0.00688749 0.00079324 0.00210857 0.0180521 0.0394455 0.0167577 0.00204993
threshold=8.8430989333000021 35.133229767950006 86.264556031700025 85.799452775150016 16.645388916850006 163.75092798185003 12.604970524100002 258.81881833755006 209.24553857890001 2.8477776226000002 234.58875745590004 8.0321742805500005 1.6487133604500002 3.7450875033500002 26.926064179150003 20.201591378100002 3.6650856341500009 201.00900942685004 14.451165964200003 60.643165405350004 156.40313730310001 92.585121096400016 190.3068252971 8.543332867800002 22.544947280100004 13.713893333650001 13.405741979600002 86.420486603250012 20.201591378100002 23.695207782600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 7 -1 9 10 11 -9 13 16 -10 -14 17 -12 24 -20 -21 22 23 -22 25 26 -8 -28 -29 -27
right_child=1 -3 4 -5 -6 -7 18 8 14 -11 12 -13 15 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.10005284741745768 0.036221139533191192 -0.00036871018888421378 -0.0085006304226855362 0.10002923317658222 -0.080446672515699841 -0.10004412371502691 0.001375344777556348 0.053884540438513887 0.088310519787821631 -0.10004286544971326 -0.10002289461572517 -0.10001147436367448 0.06949526936841792 -0.10003415698941338 -0.021080794214983933 0.00053129508606510924 0.067626787690811804 0.043019822365798516 -0.073015852536537432 0.062782878425311259 0.0057666706010072706 0.00044867593690057063 0.00051218790339122825 0.06080671726318735 -0.00058796858629167983 0.0053858809269669052 -0.10084639579138342 -0.022753087188119109 0.098921316211059429 -0.00022323767025137799
leaf_weight=0.0053962980883677019 0.0022602841926174788 0.54653323173546653 0.023557357126534839 0.0057146025937981904 0.020571770024616853 0.0032646514699097295 2.1057831571626018 0.0010181530505075633 0.0030084048673870703 0.0032479964293520491 0.0017631559797433019 0.0021262285701251216 0.0059642959128893835 0.0014410480951028148 0.0015421118557377156 0.0038489971484523267 0.0017046402463165578 0.0019840130289701108 0.013775952684226378 0.017963304533623048 0.046131568320561089 5.4075507666018225 0.5421776286370914 0.044828912155935541 17.637743158202202 0.67591024188961668 0.015041048820257585 0.01387313885524577 0.061486538421178238 18.080866312078406
leaf_count=341 10 91 26 8 25 44 684 33 9 160 110 154 40 29 113 22 11 96 12 11 24 289 69 20 440 238 13 32 85 1394
internal_value=-5.56804e-07 -0.0028739 -0.0276022 0.0290838 -0.0420399 -0.0442972 3.81372e-05 -0.0149134 0.00170342 -0.00805536 0.00699588 -0.0501798 0.0177573 -0.0173917 0.0512392 0.042446 0.0044527 -0.0242861 4.91995e-05 0.000958066 0.00112626 0.000942916 0.00516415 0.0328926 -9.38149e-05 0.000322153 0.00325383 0.0470111 0.076522 -2.11102e-05
internal_weight=45.2981 0.601902 0.0553687 0.0112395 0.0441291 0.00552494 44.6962 0.0330453 0.027649 0.0230985 0.0198505 0.00314438 0.0167062 0.00689286 0.00455052 0.00981329 0.00545181 0.00374717 44.6631 6.07243 6.05865 6.04069 0.633138 0.0909605 38.5907 20.953 2.19618 0.0904007 0.0753597 18.7568
internal_count=4633 204 113 62 51 54 4429 1118 777 655 495 187 308 246 122 62 217 206 3311 425 413 402 113 44 2886 2446 814 130 117 1632
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=8 15 0 0 6 17 16 16 14 9 8 7 9 16 10 10 7 15 12 3 6 9 5 3 2 17 0 2 7 5
split_gain=0.000411481 0.00317521 0.00381195 0.00527944 0.0051565 0.00225151 0.000487657 0.000645749 0.00424833 0.00115502 0.00288973 0.00114387 0.00142113 0.00125918 0.00279107 0.00158309 0.00109678 0.000898631 0.002572 0.000652431 0.00107144 0.0145625 0.0197272 0.000963489 0.00107484 0.000947912 0.00400394 0.00262799 0.00334359 0.0023975
threshold=8.8430989333000021 35.133229767950006 86.264556031700025 85.799452775150016 16.645388916850006 163.75092798185003 22.764946765650006 12.604970524100002 258.81881833755006 209.24553857890001 2.8477776226000002 20.714163848350005 61.192192081150004 11.949972055800002 84.92839234085001 90.679004281900021 26.926064179150003 7.0363378272500006 316.7844411196001 93.499196860750018 16.405383309150004 184.36538191430003 21.950234501100002 93.437362323750008 157.69206214580001 187.14705358135004 85.769879735700016 147.79312796670004 22.375171215700004 23.967536448650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 7 8 -1 10 11 -10 13 14 -13 17 -11 -16 -19 23 21 -21 -23 -9 -25 26 -22 28 -27 -29
right_child=1 -3 4 -5 -6 -7 -8 19 9 16 -12 12 -14 -15 15 -17 -18 18 -20 20 25 22 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.10004782043525035 0.033033799322756484 -0.00033175572032990546 -0.0076558482299584427 0.10002645105516395 -0.077366874913248368 -0.10003992141923851 0.0028521963115483947 0.00010069266265245921 0.064184550561135131 0.086203991897005505 -0.10003878759782159 -0.10002597058404072 0.081517554768940279 0.03558761368086559 0.097455497783567463 -0.10000501896780328 -0.019057511089774382 -0.10003787386923052 0.064290238989996501 0.00088066379873567293 -8.2942523664962311e-05 0.0050279206961126085 -0.10073624185535286 0.0062548794654663301 -7.9180108400288052e-05 -0.0012495894543128245 -0.0093702384016324299 -0.0069266066724994503 0.0096973972715097469 0.00018944420059217515
leaf_weight=0.0048830052384073444 0.002232107252101545 0.54665528257645235 0.023541977676835302 0.0051709226972889155 0.01931790499293129 0.0029540965949506059 0.60603388839808658 34.654025669662786 0.0029126176023410713 0.002785345939173566 0.0029390223966885278 0.0038365512976241689 0.0017350849746549093 0.0037336040080830921 0.0014246460309550457 0.0011484349622357115 0.0015356160136477115 0.001484690567394864 0.002656957315366526 0.52098688210869903 2.4053870547450908 0.035487014742102474 0.035057608077708746 0.54560603314894141 0.52635603907401673 0.51956820196937747 0.57521100480198573 0.5597793217384609 0.6026316523202695 3.0702566468194306
leaf_count=341 10 91 26 8 25 44 49 2243 29 9 160 93 16 36 11 255 113 35 20 153 523 18 40 31 17 16 25 34 41 121
internal_value=-9.73805e-08 -0.00260175 -0.0259196 0.0285249 -0.0390762 -0.0427659 3.48265e-05 -3.90682e-06 -0.0144141 0.00155038 -0.00778336 0.00653802 -0.00394279 -0.0143231 -0.0319841 0.00689253 0.0487954 0.0289476 0.00538219 6.25891e-06 -0.000791018 -0.00489295 -0.0475323 0.000192029 0.00314472 -0.000477236 -0.00187525 0.000399598 0.00462904 -0.000907905
internal_weight=45.2873 0.599872 0.053217 0.0103571 0.0428599 0.0051862 44.6875 44.0814 0.0310756 0.0261926 0.0218716 0.0189326 0.01602 0.0142849 0.0105513 0.00671473 0.00432096 0.00556629 0.00414165 44.0504 8.32437 0.591532 0.0705446 35.726 1.07196 7.73283 2.9806 4.75224 1.1222 3.63004
internal_count=4633 204 113 62 51 54 4429 4380 1118 777 655 495 466 450 414 321 122 66 55 3262 971 211 58 2291 48 760 548 212 57 155
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=6 9 18 5 2 9 6 9 7 15 7 16 5 7 19 9 9 18 2 13 7 7 2 15 6 7 5 19 7 9
split_gain=0.000422156 0.00106347 0.00756536 0.025311 0.0118605 0.0170621 0.00316429 0.00139588 0.00107229 0.00170531 0.00138278 0.00174697 0.000925511 0.0020618 0.00200562 0.0017778 0.00165658 0.000815624 0.00268409 0.00227398 0.0021422 0.00210901 0.0111182 0.0113002 0.0177005 0.00160953 0.00379684 0.0263618 0.0141872 0.0121248
threshold=16.485385178400005 190.36745536595001 12.947178517500001 21.482549112100006 164.37582864125002 189.34276022045003 16.525386113000007 193.00469145105004 22.812602664350003 41.195083317300011 23.164713644150002 22.654947022900004 21.191508333600002 23.263685695600007 14.651182102100002 199.66502090505003 205.22231928645002 13.344136431100003 184.20633225945002 117.67650082785001 23.131311951800004 23.209106085000005 127.74713841330002 31.445204138150004 15.345358541850002 22.812602664350003 21.612734424500001 14.451165964200003 22.532843451200005 188.55070358395002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 -4 6 -6 -5 -3 9 -9 11 -10 13 -12 -15 -14 -17 18 19 20 25 22 23 24 -19 26 -1 28 29 -28
right_child=1 7 3 4 5 -7 -8 8 10 -11 12 -13 15 14 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-3.6163743914016277e-05 0.00010747711134796934 -0.005707904137960202 -0.026590806050437833 0.041291879667958532 -0.10023357585587644 0.071428556003064095 0.10016758624112571 0.0061300546563355911 -0.0081663862623514924 -0.0016128550533538446 0.0008473025478737278 -0.00013886096224427309 0.0029573640213731486 -0.009623000079121511 -0.00087424923217609401 -0.004427285792644794 0.00018067274561402126 -0.10035444316007801 0.007754157370920705 -0.005695295347695745 0.0071035403116097521 9.4984218154779923e-05 -0.0016164359147391714 -0.087626375823273567 0.080338431275694636 -0.0020697590550847792 0.056625194559260621 0.00027813392271929281 0.080782263841998325 -0.10052274948205581
leaf_weight=2.1257394830457024 2.9293669324643936 0.58128679313982345 0.056524760439060698 0.011650551537400133 0.0096196172864478208 0.014544281767030043 0.042171187466045978 0.56361952475054333 0.57437096664943765 0.57425353714273797 1.0082484306767585 0.51342635375874579 1.5659826523115041 0.55364614477912233 0.49748784559778869 1.0508625216871221 3.0288479091004774 0.0092733546854981679 0.57408805561285525 0.52436295330880955 0.55161905553518398 25.15543463395101 0.54313463965976139 0.031654639751650393 0.013051051956227135 1.56768920394461 0.010725676906267245 0.51458937582992803 0.068829230649299689 0.0090543706901371479
leaf_count=116 420 37 26 7 47 6 90 105 41 32 10 9 26 44 3 25 60 60 107 10 13 2808 277 22 11 52 118 18 30 3
internal_value=-5.21836e-07 -0.000467124 0.00117228 0.0243616 0.0612924 0.00309008 0.087423 -0.000944951 -0.000666156 0.00222242 -0.00103996 -0.0043775 -0.000568772 -0.00238342 -0.00548233 9.31581e-05 -0.00100626 0.000199311 0.0012549 0.000560419 0.00123701 -4.44413e-05 -0.00591821 -0.0492025 0.00528026 0.000483837 0.0019508 0.00895307 0.0593319 -0.0153097
internal_weight=45.2752 13.5759 3.06388 0.13451 0.0779856 0.0241639 0.0538217 10.512 9.93075 1.13787 8.79287 1.0878 7.70508 2.05938 1.05113 5.64569 4.07971 31.6992 5.9467 5.37261 4.84825 25.7525 0.597114 0.053979 0.0223244 4.29663 2.72894 0.603199 0.0886093 0.01978
internal_count=4633 988 596 176 150 53 97 392 355 137 218 50 168 57 47 111 85 3645 467 360 350 3178 370 93 71 337 285 169 151 121
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=17 14 9 6 18 18 10 16 9 7 0 6 5 5 6 18 7 17 17 7 2 3 7 7 3 6 9 7 7 3
split_gain=0.000385504 0.00769481 0.00719909 0.0056494 0.00471594 0.00700679 0.0080921 0.0036315 0.00242732 0.00217279 0.0014034 0.000923738 0.00308645 0.00141801 0.00184503 0.00211266 0.000953831 0.000765506 0.000529413 0.00143375 0.0118045 0.0184334 0.00985408 0.000684661 0.00140174 0.00121857 0.00118879 0.00113839 0.000641677 0.00372826
threshold=212.38791228795003 270.37579640960007 209.03603029655002 12.535292885100002 14.804191144800003 17.549283450150003 64.294476189700006 17.684958644900004 193.70978346765003 26.417313068900004 106.97912592680002 5.0851188130000002 5.3654262215500008 4.9923198389000012 2.7350639043000005 16.435318745950003 28.99243775775 213.19841255780003 202.63429796970004 24.355397875400005 116.68694986600001 88.813214339350012 23.989000783400005 24.899526511700007 82.912048743050008 13.745321157250002 200.52256857420005 24.775165158000004 24.996614930650004 82.831394999100013
decision_type=2 2 2 2 2 2 2 2 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 17 3 8 -4 6 -6 10 9 -3 -7 12 13 14 15 -1 -17 -2 28 20 -20 -22 -23 27 25 -25 -26 -21 -13 -30
right_child=1 2 4 -5 5 7 -8 -9 -10 -11 -12 18 -14 -15 -16 16 -18 -19 19 23 21 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.051239043912807238 0.002603304207263569 0.081398710266585281 0.10003506912025835 0.098049063490665916 0.043144546696157617 -0.10002710577979874 -0.10008874014759271 0.10003348016054153 -0.10004870063835594 -0.051559734557510062 0.051507377296132244 -8.832338171672114e-05 -0.10002622965303437 0.065403014396303069 -0.10001627085670883 -0.10002035790337969 0.020314069387520409 -0.0028438867266908133 0.034319819129750725 -0.0018278004822891163 -0.10113201475464101 -0.042280993912320562 0.030799103161561682 -0.0024431634742570797 -0.00094571581943729696 0.0024373649998388528 -0.0076661151227081729 0.0047138826176547736 0.00018293433653572552 0.0084858386431744866
leaf_weight=0.0043140403707958574 0.50902292382670811 0.0032461403709475025 0.0043022797908633939 0.021714874996177969 0.0060694404528476289 0.001568056457927014 0.011265243065281538 0.0063179479620885104 0.001935318893515614 0.0019780549586663199 0.0010015161125522809 34.075092441109064 0.0040092109504366027 0.0026811076486126248 0.0020845726769813666 0.00192475272258541 0.0010014215317695196 0.52313147189506992 0.040858431919086419 0.53342049320053753 0.026423712050927861 0.035071533488913592 0.038933631108193367 1.0130755418709405 0.50255826105058055 1.0334555837644073 0.55269297856392541 0.53066211336044944 5.1673358854869056 0.60402929537755046
leaf_count=26 3 14 8 13 15 22 61 17 22 101 80 2441 285 29 133 104 144 93 29 71 13 25 34 114 9 27 64 17 499 120
internal_value=1.5285e-07 0.00185664 0.036856 0.0726506 0.00299634 -0.0129248 -0.0499381 0.0592678 -0.00438333 0.0310562 -0.0409651 -4.5726e-05 -0.0240579 0.00131078 -0.0171173 0.0067506 -0.0588384 -0.00015752 -3.70165e-05 -0.00109022 -0.0109972 -0.029434 -0.00383403 -0.000754224 -0.0015051 2.14017e-05 -0.00446556 0.00143456 7.68287e-05 0.00105191
internal_weight=45.2612 1.09155 0.0593989 0.0288744 0.0305245 0.0262222 0.0173347 0.00888752 0.00715951 0.0052242 0.00256957 44.1696 0.0160151 0.0120059 0.00932479 0.00724021 0.00292617 1.03215 44.1536 4.30715 0.141287 0.100429 0.0740052 4.16586 3.10178 2.04653 1.05525 1.06408 39.8465 5.77137
internal_count=4633 449 353 150 203 195 76 119 137 115 102 4184 721 436 407 274 248 96 3463 403 101 72 59 302 214 141 73 88 3060 619
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=19 15 15 17 9 9 9 19 15 5 9 6 4 2 12 16 19 2 10 9 17 6 6 6 12 18 16 5 17 7
split_gain=0.000420491 0.000687145 0.000439699 0.00216027 0.0191014 0.009401 0.011433 0.0034699 0.00128171 0.00125318 0.00322128 0.00107418 0.00326303 0.0330333 0.00182855 0.0204835 0.0139428 0.0103969 0.008514 0.00319513 0.00685284 0.00599797 0.0107427 0.00836383 0.00588883 0.00440263 0.00198191 0.0031769 0.00147053 0.00169958
threshold=14.651182102100002 46.723315192750007 44.483611103700007 193.82504409230003 206.57490536735003 201.65416293750005 199.17419511990002 14.451165964200003 42.968808980200009 23.714185006400005 206.22988073345002 16.455384477450004 274.52314445175006 216.39684782960003 226.26044291545003 22.614947116400003 14.451165964200003 202.79020479645001 62.334590212600006 205.73475031020004 203.09927826650002 13.775321858200002 13.665319288000001 15.945372561050002 270.40131768760006 17.448621627850002 17.874958200600002 14.121416629950001 211.01219561810004 25.290974689350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 5 6 7 -5 11 10 -10 14 -13 -14 -1 16 17 -16 -17 20 -19 22 25 -23 -22 -21 27 -27 -26 -30
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 13 -15 15 18 -18 19 -20 21 24 23 -24 -25 28 26 -28 -29 29 -31
leaf_value=0.0001166275373622801 0.0042693540946585557 -0.00075251935436343833 -3.4265167457927168e-05 -0.10133960311902977 0.00039312206467859005 -0.095814656275564181 0.034609402165383184 -0.032424796457490503 0.009626851407889327 -0.00031926802237897692 -0.0012164366545613535 -0.00050951188235137657 -0.075962450175211263 8.0879283005957301e-05 0.088583808334974617 0.10011660354947352 -0.093255410029366881 0.00041837084472492818 0.017396572746196878 -0.10007622677904247 0.078732259791252937 -0.10026864035125052 0.10006848770180242 0.019918022571442318 -0.089797549570382551 -0.10003214350846912 0.10002175670553211 0.088124714833549889 0.096611118463554746 -0.031129240254299431
leaf_weight=27.137852457008595 0.58629089041369187 0.50903389059112669 3.1253567817286276 0.013618657344949381 0.51865350621932294 0.030538270239276244 0.019360656798411924 0.015762575889750829 0.61058159128606326 0.86437347177707113 0.49696320409121508 10.031087611271634 0.064060274740307177 0.52769791496669793 0.013811169832478654 0.030233341822167858 0.01549032417710805 0.54480240882323105 0.021144871923752362 0.0066706659400779245 0.020570097765779227 0.01620503683473018 0.0087055201875045896 0.0090092742611886933 0.0023794048526077907 0.0022082340921336652 0.0019923959771404043 0.0015116280960683071 0.0014587527771254827 0.0036419383375552172
leaf_count=2259 70 10 169 24 32 50 12 24 45 11 14 664 36 134 4 19 27 529 27 56 43 97 5 12 62 92 13 6 8 79
internal_value=5.38973e-08 0.00193552 -4.79572e-05 -0.00108784 -0.00659482 -0.0523102 -0.0250533 -0.0643679 4.78025e-05 0.00253433 0.00476139 -7.96847e-05 -0.000935197 -0.00815113 0.000246778 0.0052937 0.000478072 0.00277197 0.0660729 0.000857813 0.00290015 -0.0244097 0.0149453 -0.057325 0.0511022 -0.0448985 0.019537 -0.0235715 -0.0248799 0.00540338
internal_weight=45.2511 1.09532 44.1557 3.72329 0.597934 0.0792802 0.0487419 0.0293812 40.4325 1.97192 1.10754 38.4605 10.6228 0.591758 27.8377 0.699835 0.648457 0.632967 0.0513782 0.619155 0.572853 0.0463028 0.0210884 0.0252143 0.0280502 0.0123829 0.00571226 0.00371986 0.0074801 0.00510069
internal_count=4633 80 4553 311 142 110 60 48 4242 70 59 4172 834 170 3338 1079 1033 1006 46 1002 721 281 172 109 192 167 111 98 149 87
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=0 14 5 7 2 13 16 0 6 6 12 5 2 16 10 2 17 15 0 2 18 17 18 17 15 2 18 10 0 7
split_gain=0.000370049 0.017075 0.0030879 0.0228831 0.00487642 0.0059139 0.0146541 0.00168609 0.000997376 0.0226102 0.0255497 0.00786472 0.00574754 0.00239314 0.000890586 0.00142103 0.00195539 0.000593653 0.012723 0.0126806 0.00713482 0.00307666 0.00277687 0.00276011 0.00256417 0.00706749 0.00364936 0.0171127 0.0128116 0.0134202
threshold=97.491557184450016 170.24900367605002 16.546942136250003 24.581118242250003 98.91243606750001 108.34217419895002 15.454963859600001 97.615226258450022 13.665319288000001 12.255286342800002 94.177001085000015 14.608687763150002 166.72194812590001 15.404963976500001 75.499969677400017 60.643165405350004 183.32030055335002 26.912781836550003 96.631250582750013 185.72519583365002 13.552878921100001 192.19686994285004 14.349689277800001 169.76344673365003 28.444110612900001 63.19085977000001 15.365045726500002 71.658163008950012 95.217121606100008 23.567644028800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 -3 9 -9 -11 12 -12 -10 15 16 -4 18 19 20 23 22 -21 -17 26 -26 27 28 29 -19
right_child=1 7 14 4 5 -7 -8 8 13 10 11 -13 -14 -15 -16 17 -18 24 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00085847112170130244 -0.10030164324869298 -0.0057173070302344959 0.00068907771058234271 0.094847088196283957 0.095891207521210622 0.086404860412998052 -0.10024605124666142 0.00024266144500370589 -0.0019594464407027691 0.10031167789240003 -0.086976285267595044 -0.10023700893408882 0.031358631780015016 0.007398184983515777 0.0040741068180307196 -0.065736812856548865 -0.0077909508259502887 0.088133140227527912 -0.00027951254291760366 0.0019926537611418874 -0.10029827268596603 -0.10018295357859669 0.087212220416946817 0.072771730983520702 -0.062276956431998702 2.8415847492568187e-05 -0.0016700574844224923 0.0011124268291639655 0.085889910348295059 0.00096646078900494345
leaf_weight=0.54699808982573372 0.017160816325492934 0.55369394592707966 0.53611991094020683 0.030004395415744511 0.0073835274896509881 0.013048694177996367 0.0078689487189080864 5.1218552761835126 0.5391558468243145 0.0091056162491439663 0.0072665295244860309 0.046087141117073571 0.009432178010683856 0.55424475168956633 0.53082952082489399 0.0023709807244604716 0.55177824598285952 0.022827625062695089 2.0134240128550118 0.010101484641858831 0.031913309312381323 0.0019015946692508409 0.0061524927509140062 0.0036589813054550002 0.018216071111963994 32.909924747503545 0.49604122739401646 0.51001047496538376 0.042972136987373233 0.078064702305709943
leaf_count=150 60 16 48 9 17 3 27 1491 39 1 28 95 20 52 15 287 35 53 15 180 90 22 17 125 15 1677 6 7 4 29
internal_value=-3.63488e-07 -0.000676951 0.00012056 0.00720641 0.0667601 0.0369827 -0.00529853 -0.000427035 3.88669e-05 -0.000539032 -0.0562302 -0.078933 -0.0201354 0.00278394 6.99109e-06 -5.09898e-05 -0.00361196 5.61814e-05 -0.0015883 -0.0485615 -0.081449 0.0201698 0.0342502 0.0183102 0.000156049 -6.05191e-06 0.00479785 0.00970451 0.0401641 0.0206886
internal_weight=45.2296 6.858 38.3716 0.605304 0.0583056 0.0283012 0.0152525 6.84084 6.28715 5.19375 0.0718915 0.0627858 0.0166987 1.0934 37.7663 37.2355 1.0879 36.1476 2.06952 0.0560988 0.0379433 0.0181556 0.016254 0.00602996 34.0781 32.9281 1.14992 0.653875 0.143864 0.100892
internal_count=4633 1802 2831 206 56 47 44 1742 1726 1635 144 143 48 91 2625 2610 83 2527 736 721 502 219 197 412 1791 1692 99 93 86 82
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=15 16 19 8 8 5 10 2 5 16 13 17 2 14 6 10 10 17 5 18 0 6 10 0 9 0 18 12 15 12
split_gain=0.000406155 0.0119545 0.0145808 0.0124585 0.0117965 0.00349349 0.00223471 0.00170056 0.00152837 0.0144184 0.00944803 0.00329981 0.00128468 0.00131195 0.000658021 0.0163457 0.00720628 0.00225357 0.000710954 0.000654354 0.0220036 0.0238219 0.0211121 0.0178971 0.0121948 0.0102798 0.00686865 0.0448482 0.0247222 0.0313128
threshold=23.884857921950005 15.564963602350003 12.551012654050002 7.3442686056500008 8.0437227585500022 7.9916986750000012 67.254468591300011 192.72744941785001 16.546942136250003 15.344964116800002 104.09978726910002 183.32030055335002 207.58106365020004 260.23832086035003 14.135330269750002 77.852370541550016 78.895492296100016 189.5403704096 13.713273242250002 14.380989918050002 93.972365491700018 15.105352934150002 67.031326566450005 90.321439350550008 201.65416293750005 93.308316333500017 13.988302431200003 103.28033049195001 30.505324983850006 199.81321265885003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 5 -3 -4 12 -5 9 14 -11 -10 13 -7 15 17 -17 -1 -18 26 21 24 23 -23 -21 -26 -2 -28 -29 -30
right_child=19 2 3 7 -6 6 -8 -9 11 10 -12 -13 -14 -15 -16 16 18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.039596649418471928 0.00021443525241071883 -0.10009474087165185 -0.10022990907801604 -0.10041883945072053 0.097405633434631655 -0.044307292981766833 0.072767082875375338 -0.049068080086632902 -0.00022325744870135716 0.010952791235725762 0.10020133956225151 -0.008934521272360961 -0.10003559537866764 0.092411532104576227 0.0036197873289323043 0.044919961890952431 0.00071998578143200507 -0.10152428803388316 -0.003422838263001582 0.091949231858935221 0.00015095087620114024 -0.038955936516055438 -0.056087414822310125 0.10007390633067048 -0.03397810374365523 0.064218492170878869 -0.080342540104589022 0.050340456830855501 -0.063259002974004233 -0.0015973228989610904
leaf_weight=0.0090914458190000103 28.403239684966035 0.0041212345632633896 0.0020986891542844584 0.035228463972742929 0.011361836368450895 0.0015082733072178129 0.0074417308260308346 0.0078942605473457661 2.0457010223544843 0.023550377518159027 0.023898099891084712 0.55221714124766297 0.0013256938600949789 0.0013127740664629073 0.51942009304184455 0.036029324895025971 2.056600366394564 0.016616196852709209 0.51871578421661002 0.06594344614515435 9.3946566996860685 0.015122045120278926 0.04185773621975386 0.023881309680291452 0.018051639879558934 0.026038655174147607 0.078709026649447789 0.082619710503632038 0.089059909470961318 1.0939681272958095
leaf_count=31 1410 119 55 78 4 83 20 33 247 35 6 73 37 12 10 35 1071 24 177 32 568 29 37 25 28 35 47 58 105 109
internal_value=-4.51957e-07 -0.000776072 -0.0411898 -0.0646353 0.0448356 0.0184869 0.0399867 -0.0910183 -0.000272503 0.00118901 0.0559041 -0.00207494 -0.018841 0.0193148 0.000366526 -0.000274268 0.000506895 -0.0796237 -0.000114455 0.000115382 0.000833911 0.0344449 -0.00676332 0.0461705 0.0647279 0.0240144 -0.00011615 -0.00710067 -0.00254585 -0.0062393
internal_weight=45.2073 5.87413 0.072293 0.0568099 0.0154831 0.0136872 0.0115885 0.0431227 5.80184 3.20392 0.0474485 2.59792 0.00414674 0.00282105 3.15647 2.63705 2.61135 0.0257076 2.57532 39.3331 9.58555 0.190895 0.0808611 0.0390034 0.110034 0.0440903 29.7476 1.34436 1.26565 1.18303
internal_count=4633 2150 441 318 123 207 152 111 1709 1389 41 320 132 95 1348 1338 1283 55 1248 2483 754 186 91 54 95 63 1729 319 272 214
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=19 16 13 9 9 16 17 18 8 6 13 6 5 15 13 13 5 5 5 2 16 8 7 5 10 5 5 4 5 12
split_gain=0.000347406 0.00177036 0.00414904 0.00776887 0.0148849 0.00195933 0.00103405 0.00207801 0.00316007 0.00125755 0.00142455 0.000720149 0.018245 0.0206582 0.000702186 0.00314791 0.000848805 0.00233613 0.00142579 0.00601047 0.028549 0.020594 0.0082068 0.0104347 0.00263336 0.00173394 0.00160682 0.00190165 0.00185435 0.00129223
threshold=14.451165964200003 22.564947233300003 117.45067034490002 201.81004550795004 209.03603029655002 22.594947163200004 199.89028782265004 13.453871405300001 8.2435668022500028 16.535386346650004 117.51519334005 16.575387281250006 23.499898996300001 35.133229767950006 117.71413924170001 117.67112391160002 23.435546682850003 23.967536448650005 21.701709660250007 156.09660346185004 22.654947022900004 8.4434108459500017 22.721067571950005 22.127107789600004 61.993156030000002 21.482549112100006 22.053438739150003 253.41602286305002 23.195398057700004 145.32166322050003
decision_type=2 2 2 2 2 2 2 2 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 -2 -5 -3 7 9 -9 10 -7 14 13 -13 15 16 18 -18 25 20 21 22 23 -20 -21 -1 -26 -28 -29 -25
right_child=1 5 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 24 -22 -23 -24 29 26 -27 27 28 -30 -31
leaf_value=-0.00011965638215593211 -0.050018420721339912 0.0068360893960083477 -0.00068526132775351882 0.05750025070359549 -0.046557960824328656 0.00021447737438585885 0.0046528317852053414 0.0019837189057852738 -0.008898588046608584 -6.1727196911264055e-05 0.0073472002388411603 0.011905753846314773 0.00094937952366854297 -0.1008687504213891 -0.002590755439922144 0.0073684499720694796 -0.0075089044013411854 -0.00045887063679297388 -0.10048398827290479 0.006894145582985442 -0.00010550378433257305 -0.0012441947283719037 0.094144535569204865 0.025648110289034916 0.0022008367945786727 -0.0059449747546943361 8.8352478005136568e-05 -0.0088705926119272364 -0.00061377732693725627 0.099533375649169489
leaf_weight=26.464805686080666 0.05185261232873184 0.57006033767863051 0.54165699638573983 0.026699653171817772 0.028335165107364446 0.51789935115471075 0.56782671527162154 0.51005731325130887 0.55960789164824121 2.12262162345462 0.6095814618502402 0.028090465338559634 0.89329032652416329 0.038513171347403841 1.0509843447111311 0.57553069573509574 0.5548143422795685 3.0753218269139295 0.0052608227752575206 0.54927928973026485 0.5263216047314927 0.048277573951054364 0.072530333054601215 0.0037113950243447026 1.5512515703743224 0.521028169203272 2.0071866963990037 0.5942335503972298 0.50159406995520328 0.00653558482831329
leaf_count=2897 32 46 27 19 34 41 81 5 52 96 92 32 426 19 24 23 53 300 7 20 8 13 13 77 44 25 14 92 13 8
internal_value=-3.47748e-07 0.000701106 -0.00423834 -0.0222437 0.00392496 0.00128807 0.000640983 0.000113631 -0.00370949 0.00137189 0.00407084 -0.000109981 -0.00281517 -0.0533055 -4.18419e-05 3.04473e-05 -8.53147e-05 -0.00153637 7.50261e-05 0.00148801 0.0104579 0.0512438 0.0800267 0.0139975 0.000345751 -0.000232129 -0.000427066 -0.0017408 -0.00509119 0.0727726
internal_weight=45.1748 6.1062 0.648544 0.106887 0.0550348 5.45765 4.88759 4.31977 1.06967 3.2501 1.12748 39.0686 0.959894 0.0666036 38.1087 37.0577 36.4822 3.63014 32.852 5.86618 0.662637 0.136316 0.0880381 0.0155078 5.20355 26.9858 4.65427 3.10301 1.09583 0.010247
internal_count=4633 525 112 85 53 413 367 286 57 229 133 4108 477 51 3631 3607 3584 353 3231 309 126 118 105 92 183 2922 163 119 105 85
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=19 15 3 6 17 17 15 13 12 5 4 16 12 8 6 3 3 9 7 15 15 10 17 3 17 5 7 4 9 5
split_gain=0.000432969 0.000916671 0.00041067 0.0011608 0.0120195 0.0245216 0.0112576 0.00308026 0.00108473 0.00105049 0.00523832 0.00482253 0.00204401 0.00766695 0.016754 0.00622758 0.0053902 0.00502859 0.00207334 0.00158712 0.00328694 0.00108954 0.000943478 0.00414893 0.00198297 0.00146753 0.000846872 0.00176541 0.0019637 0.000790156
threshold=14.651182102100002 46.723315192750007 93.499196860750018 16.405383309150004 190.19286262750003 186.18082682465004 45.102215827400009 117.50981642375002 161.47699165635004 22.458857822500004 286.34948838025008 22.494947397000004 238.25888830085003 8.543332867800002 16.485385178400005 92.585121096400016 92.122706297950018 205.22231928645002 24.209421447000004 39.864684991950007 39.203018015350004 62.116825104000007 187.14705358135004 93.82450029455002 190.03457182425004 23.286780469550006 22.435297587800004 292.45535980730006 200.52256857420005 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 7 8 -4 19 11 -11 -12 14 15 16 17 18 -14 20 29 -21 23 -5 26 -26 -24 28 -28 -1
right_child=1 -3 3 22 -6 -7 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20 21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00019259687422005318 0.0046577392608939542 -0.0011464124204345076 -0.043210400574288738 -0.0094141270680207171 -0.00019014163740925039 -0.10054358467020026 -0.10075625759918468 0.099909133599617617 0.044262131478745498 -1.4014867920827347e-05 -0.0043640483023813532 0.012987438099348374 -0.016653385649502229 -0.0018366562345043154 0.081386418513921061 -0.050552342802406072 0.0677366899382527 0.032309112687634242 -0.1004046862640571 -0.0070052344900038976 0.007627631727074858 -0.00064550056753285082 -0.00026785915152655412 2.8526730211239654e-05 -0.0063235767347653536 -0.00034829441924038055 0.0099742172753337494 0.00018878324292569585 0.0014942585536144417 -0.0010629564655368134
leaf_weight=24.386094954715581 0.58653984058400854 0.50757745492683171 0.0022339592181439541 0.57419064116345309 0.52281226944537351 0.035161109708726768 0.0049450211081420994 0.011680218269248144 0.0038798042022409884 0.51860718966236274 1.0351013685467476 0.63414376541913953 0.0061763732288467876 0.53203940350249468 0.037216849945252761 0.019479378795949742 0.014246413539694913 0.013651201382307576 0.0056688989128019784 0.53950191819421778 0.56561134698074411 0.53801562777212553 1.0632451686022433 2.4540134264552877 0.55668599497948923 1.5708743039312509 0.57922255880021134 1.0154429027686545 0.51666386453325686 6.3091547281503173
leaf_count=2814 70 10 104 31 39 41 2 4 43 31 30 33 31 30 9 17 19 28 13 22 29 58 42 617 36 122 30 17 13 248
internal_value=6.93972e-08 0.00196511 -4.87209e-05 -0.000655071 -0.00497788 -0.048209 0.0327155 0.0698078 0.0122998 0.000104977 0.00195732 0.00713826 -0.00163272 0.00286576 0.0288082 -0.00423332 0.0184693 -0.00905942 -0.056735 -5.63424e-05 7.37217e-05 -0.00382975 -0.000353725 -0.00176193 0.000450544 -0.00191175 0.00203373 0.00319278 0.00597628 -6.54717e-05
internal_weight=45.1599 1.09412 44.0658 8.91105 0.580712 0.0579001 0.022739 0.017794 0.00611376 35.1547 2.81633 1.15275 1.66358 0.628479 0.0964391 0.0592223 0.0397429 0.0254965 0.0118453 32.3384 31.2609 1.07752 8.33034 3.0282 5.30213 2.12756 3.17457 2.11133 1.09589 30.6952
internal_count=4633 80 4553 1141 233 194 153 151 147 3412 241 64 177 147 117 108 91 72 44 3171 3091 80 908 648 260 158 102 60 43 3062
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=6 5 5 2 14 13 13 13 19 6 9 6 5 12 7 5 16 7 18 17 8 15 2 7 13 6 2 2 13 15
split_gain=0.000451954 0.000994472 0.00197483 0.00314021 0.00152923 0.00153441 0.0010718 0.00178673 0.00101353 0.00240243 0.00235615 0.000967132 0.00705591 0.014711 0.0254359 0.0153162 0.0146499 0.0111288 0.0106338 0.00837291 0.00723273 0.00958905 0.00756959 0.00669707 0.00266707 0.0203541 0.00899646 0.0109834 0.00203832 0.00200762
threshold=16.465384711100004 22.825270530250005 23.714185006400005 106.26660184425002 265.16683954625006 117.73026999045001 117.61735474900001 117.68725466035001 14.351157895250003 16.525386113000007 185.62570708695003 16.245379570700006 20.971847224900007 217.08460102575 23.263685695600007 22.533652790000001 22.654947022900004 23.032419884600003 14.390586827150001 215.11020472680005 8.543332867800002 39.203018015350004 145.83272221200002 21.442433661550002 117.41840884735002 16.405383309150004 80.759923107050014 127.74713841330002 117.15225149240001 25.585355160750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 6 -6 8 -8 -2 -10 -11 12 -1 14 17 18 23 20 28 -20 21 22 -14 -17 25 26 -13 -28 -15 -24
right_child=1 2 -4 -5 5 -7 7 -9 9 10 -12 24 13 15 -16 16 -18 -19 19 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31
leaf_value=1.0163309965592057e-05 -0.0013953313842870467 -0.0014114893608791791 -0.00042428841664072982 0.0087653943217949389 -0.0081109363402184637 -0.0005460623152122319 -0.0074451564126725607 -0.00045145754256189585 -0.00060946634928124447 -9.9216478984228667e-06 0.0092985592908695243 -0.0024831154699235195 -0.10037861216361235 0.051878082132048323 -0.10086603353499751 0.030748879907616586 0.056244875050946289 0.079973399597395856 -0.078562857684388546 0.099193698980729855 -0.10031264320573396 0.10003378611009382 -0.018526471655984554 -0.092944178565066149 0.00059840140302152536 -0.0012074904265952687 0.097487890155707024 0.027814910909892982 0.10007840590691303 0.098896311512674584
leaf_weight=20.711395396445845 3.0878539887306236 0.55338650663793376 4.0118816321605557 0.67064772936737427 0.5799966303839017 0.49864130313289934 0.56785386148840178 1.0240718126915451 2.5623952419991842 0.50635363394394495 0.58733371585549321 0.031005713433842952 0.0088442807463245676 0.017505911363121074 0.045686460253218542 0.0052827719568293565 0.012600610920344479 0.013758526402398275 0.0095453002847634139 0.003668205048427354 0.009580558049492538 0.0070318522266461505 0.0026495065117702063 0.025534286672306533 8.9471983840011085 0.53509480416686017 0.041918646602425724 0.0491615357550792 0.017588320930371992 0.0032324810581485508
leaf_count=2676 44 17 718 56 61 4 25 33 34 10 54 25 102 31 23 44 10 8 54 17 6 9 43 70 354 25 26 33 16 5
internal_value=1.6571e-07 -0.000456331 0.000648444 0.00416442 -0.00107076 -0.00461379 -0.000612297 -0.00294617 -6.13795e-05 0.00106525 0.00498893 0.000219452 -0.000162343 -0.0197386 -0.0482764 0.00850622 -0.0345966 0.00500044 0.0472459 -0.0292158 -0.0279147 0.00396361 -0.0419103 -0.0717403 0.00105003 0.00719874 0.0440427 0.0598811 0.0760348 0.0460039
internal_weight=45.1487 14.6504 5.23592 1.22403 9.4145 1.07864 8.33586 1.59193 6.74394 3.65608 1.09369 30.4983 20.8939 0.182509 0.0907837 0.0917254 0.0434177 0.0450972 0.0483077 0.0132135 0.0313387 0.0217581 0.0147263 0.0308171 9.60438 0.657181 0.122086 0.0910802 0.0350942 0.00588199
internal_count=4633 1056 791 73 265 65 200 58 142 98 64 3577 3114 438 196 242 124 173 118 71 165 159 150 114 463 109 84 59 47 48
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=0 5 3 6 9 2 15 18 6 5 16 9 10 9 7 17 2 14 8 6 13 16 8 15 8 10 3 6 15 16
split_gain=0.000371573 0.00252052 0.00321656 0.00194871 0.0116016 0.0197038 0.0015464 0.00604977 0.00182674 0.00231601 0.00162212 0.00336828 0.00125957 0.00143976 0.00209355 0.00119738 0.00117282 0.0174126 0.0024925 0.00584375 0.00265298 0.00168017 0.0018245 0.00162418 0.00177934 0.00181456 0.00314815 0.00164969 0.00137822 0.00136901
threshold=86.345209775600011 20.315138807500002 93.437362323750008 16.405383309150004 184.36538191430003 108.63443756215001 37.882159664350006 13.304953393500002 16.545386580300001 20.315138807500002 22.604947139800004 202.86134752310002 62.025417527550012 194.82237869650001 23.913271136350005 199.05253715360001 201.25557642380002 300.29716420680006 8.0437227585500022 13.005303866850001 101.66942111915002 17.874958200600002 7.6440346712000009 26.384523135650003 1.3489472949000001 78.290589216800015 83.613736315050019 2.7350639043000005 20.152484759300005 8.1899808482500021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 16 -10 12 -12 -9 -14 -15 -13 -2 -18 19 20 21 22 23 24 27 26 -26 -19 -24 -27
right_child=6 2 3 -5 5 -7 7 10 9 -11 11 15 13 14 -16 -17 17 18 -20 -21 -22 -23 28 -25 25 29 -28 -29 -30 -31
leaf_value=0.0061660457193545171 -0.00010008174049121448 -0.0076232512884841855 -0.0008963359691682648 -5.3699642647091774e-05 0.0071128613244054069 -0.10061316452428377 0.011260792155263228 -0.0050401050189656923 0.00066834126941131425 -0.0085597199105995787 0.009190375221916949 -0.0036140731932786498 -0.0046409241864645385 0.0046006334433169238 -0.00085155375418095142 0.0031064252802680777 0.08933250181358629 0.0081908164224208831 -0.0011214355513653883 0.065365281337155176 -0.10005831248706679 0.10001967528140568 0.019313792102266532 -0.10009931686695635 -0.085554577749786254 -0.039476302637125205 0.033240194997934902 -0.10001727029325101 -0.10006163188627873 0.051350103229695201
leaf_weight=0.54317793485637444 25.299168304173737 0.65234279189098643 0.51927534472494363 9.8907515076353096 0.035218423348851502 0.03278425532799234 0.58481997477065295 0.52466315013589326 0.51857138889838583 0.57191544844863529 0.60448436271690287 0.51606686300806337 0.52608814049199315 1.0703213461237058 2.0592893783938377 0.5451765090238041 0.023175485228780768 0.003351796780499682 0.55103697553512632 0.019498971615547589 0.0025225055588720116 0.0018019709823420263 0.0014569829474453391 0.0013158599048139754 0.0035930355594793184 0.0018466086257156169 0.0058839502063623428 0.0024305899570009615 0.0028766261815036387 0.016379879009789988
leaf_count=39 1913 57 175 965 21 42 36 26 23 35 39 22 19 25 111 46 24 195 176 43 37 13 31 28 49 81 45 141 36 140
internal_value=2.00119e-07 -0.000485569 -0.000810177 -0.000386008 -0.00598263 -0.0448221 0.000169687 0.0015634 -0.000161941 -0.0041714 0.000593312 0.00323215 -0.000458174 0.000199422 0.00101308 -0.000161653 6.63578e-06 0.0042439 0.0010322 0.0198816 -0.00052542 0.00560767 0.00126051 0.00887975 0.0131622 0.0236936 -0.0117988 -0.0372938 -0.059927 0.0421481
internal_weight=45.1313 11.6736 11.1304 10.478 0.587278 0.0680027 33.4577 6.43091 27.0268 1.09049 5.84609 1.66573 4.18036 3.6557 3.12961 1.06124 25.9363 0.637171 0.613996 0.0629588 0.0434598 0.0409373 0.0391353 0.0348017 0.0334859 0.0277035 0.00947699 0.00578239 0.00433361 0.0182265
internal_count=4633 1299 1260 1203 238 63 3334 324 3010 58 288 107 181 155 136 68 2952 1039 1015 839 796 759 746 679 651 315 94 336 67 221
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=16 16 3 15 12 7 18 17 4 19 18 7 3 15 15 0 8 9 9 12 18 15 3 6 10 10 16 15 2 15
split_gain=0.000357245 0.00573381 0.0203511 0.0241551 0.0450067 0.0149418 0.0140081 0.00943026 0.00777026 0.00168124 0.00241434 0.00436129 0.00173872 0.00143018 0.00125007 0.00328214 0.00146355 0.00122658 0.00107654 0.000864551 0.00267639 0.00223882 0.0287922 0.0383171 0.0346354 0.011322 0.020731 0.0012969 0.00562861 0.00146659
threshold=18.634956423400002 17.244959673800004 83.511574906150017 28.826925781250004 108.01934997995001 27.710259192450007 14.032563378150002 192.64609805285002 143.58239362595003 12.851036860900001 13.781134552700001 21.442433661550002 93.571785230250015 27.063546193350003 28.094167143500005 95.44832900530001 8.0437227585500022 187.24995708280002 66.544071737050004 94.177001085000015 14.032563378150002 31.264641197600003 85.589753040950015 15.045351532250001 66.859265246100009 66.235542959850008 21.374950016100005 32.548041893900006 71.708303056200009 32.355961258350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 -3 -5 14 -1 10 11 12 -10 -2 15 16 -6 -11 -14 20 -15 22 -21 -24 25 26 -25 29 -29 -23
right_child=13 2 3 6 7 -7 -8 -9 9 17 -12 -13 18 19 -16 -17 -18 -19 -20 21 -22 27 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.090695025390934936 0.0051523154309211956 -0.09484730264847728 -0.093015815177668118 0.040678558996935094 -0.013942988483742237 0.070454604066091817 -0.10018832437754384 -0.045661094493574472 -0.10001791612443181 -0.00054162168081421126 0.00010883024975783028 0.093798721382022943 0.051976138303084431 0.0020938811247011467 0.10054206486072946 -0.10010119855227938 0.10005949769586094 -0.0074015275399294941 -0.053501272430463181 -0.00045830029819965624 -0.0075939918999519147 -0.0071020972560278022 0.096440702813857429 -0.085461525647115663 -0.087550447689855149 0.10008338329861054 0.077460777062061822 0.060406020067585955 5.2447705689583342e-05 0.00037433671474106312
leaf_weight=0.0093908164417325635 0.56083280863727836 0.042218102830588189 0.020243204373275425 0.0095657523797854083 0.0013390498181976018 0.0062818812314162633 0.026941258045159344 0.0053908907847528545 0.0018841076743422135 0.50413979817722665 7.9085501628847963 0.0074402210143738046 0.0027843570812819962 0.58295815633846249 0.042796199955374092 0.0011225841590203353 0.007081162795657292 0.53967147051072928 0.0014830298905192975 1.5650137484371942 0.55822831582918297 0.54297381552580748 0.074577096609573235 0.013688927714191834 0.03029400293235085 0.022549201152287424 0.018186085697379895 0.015459959045986404 31.490582063553784 0.50770504977845121
leaf_count=3 135 105 105 27 199 42 177 26 73 118 1669 24 18 80 8 2 5 122 184 45 42 53 36 79 26 12 15 9 1184 10
internal_value=1.76189e-07 -0.000558175 -0.0191468 0.00385345 0.0352842 -0.0734368 -0.0632777 0.0802731 -0.000220631 -0.000315855 0.000181202 0.0422916 -0.0200063 0.000141976 0.0932443 0.0605163 0.0819299 -0.00408833 0.0153199 6.26484e-05 -0.00264509 0.000152787 0.00366431 0.0441673 -0.00184873 0.0458552 0.00749276 -3.31949e-05 8.20631e-05 -0.00348936
internal_weight=45.1214 9.13832 0.16298 0.11448 0.0779731 0.0485 0.036507 0.0577299 8.97534 8.96595 7.92214 0.0135917 0.00615149 35.983 0.052339 0.0095428 0.00842021 1.04381 0.00426739 35.4222 1.14119 34.281 1.72431 0.159295 0.0847182 0.0544242 0.031875 32.5567 31.506 1.05068
internal_count=4633 2907 696 549 345 147 204 240 2211 2208 1968 299 275 1726 214 206 204 240 202 1591 122 1469 213 168 132 106 94 1256 1193 63
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=15 16 19 8 8 2 7 5 10 19 2 14 16 2 15 12 5 5 8 6 13 13 0 0 9 17 0 17 15 15
split_gain=0.000351822 0.00705512 0.0173073 0.0110233 0.00999798 0.00305838 0.00400341 0.00293716 0.00204265 0.00117862 0.00115765 0.00112978 0.00101978 0.00994719 0.00161667 0.00268503 0.00128704 0.00514059 0.00222069 0.0021121 0.00280669 0.00214814 0.00251605 0.00108571 0.00175335 0.00122269 0.000824761 0.000811489 0.000665436 0.00290857
threshold=23.884857921950005 15.524963695900002 12.551012654050002 7.3442686056500008 8.0437227585500022 193.30716668855004 25.290974689350005 7.9916986750000012 67.254468591300011 12.651020723000002 207.58106365020004 260.23832086035003 15.404963976500001 59.078594408600004 22.354383166800002 82.088033630950022 13.153721664750002 12.679739965100001 7.6440346712000009 11.545269753400001 92.792132372400019 92.146902421150017 106.56510337475001 114.09278614000002 38.283670303850009 191.86029796145002 118.55293817840001 201.23649604560003 28.579157549250002 28.298162031900002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 -5 -7 -4 10 12 11 -9 13 -1 15 -15 17 18 19 20 21 22 -17 25 -25 -24 -26 -27 29 -2
right_child=28 2 3 5 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 26 27 -28 -29 -30 -31
leaf_value=-0.10131281600053151 0.00034933810596185537 -0.10008829543695663 -0.10018566982319754 -0.10037268467247812 0.08282197029954258 0.055758835413103759 -0.1000576311092829 -0.040568242795018021 0.071223823816192675 -0.0046904148737894683 -0.10003238747683785 0.090812809318364662 0.002956135439924245 -0.10043633628336585 -0.0054225339367735843 -0.10001801972709556 0.0003168821544472569 0.076793570378502637 -0.086802959176477568 0.10003251643109222 -0.10002882235919575 0.081770679005230926 -0.048970993704477814 -0.10001949403386252 -0.044087665714365044 0.077045485108549583 0.061095686682352768 -0.01705781295288929 -5.5151905058928323e-05 0.0079690685583585479
leaf_weight=0.0097760575184943077 4.8073480977702792 0.0036819928821298564 0.0017652204284930315 0.03294785603207373 0.015863611653912812 0.0031486101070186115 0.0034619861756937098 0.001475361212166626 0.006977804931011633 0.5612648636121883 0.0012186478715490515 0.0011764420317206259 1.0272327000202492 0.0026370555984328572 0.54152245335727744 0.0024173299620996467 3.6108861164159589 0.010874662448685513 0.0029558210808051646 0.0021343137632356948 0.0026740265854527925 0.0033671641306227676 0.0013254264176540964 0.0018795805410865007 0.0011905286369593426 0.0044772452316976796 0.0019941765506104048 0.0011521994779570832 33.867863161632307 0.55923353306167189
leaf_count=30 640 119 55 82 6 14 31 83 20 102 37 12 15 5 48 96 480 19 134 5 75 29 109 254 62 54 76 98 1808 35
internal_value=8.24062e-07 -0.000721818 -0.0318939 -0.0619622 0.0483654 -0.087918 -0.0258426 0.0194407 0.0389062 -0.00033569 -0.0193572 0.0177175 0.000131777 -0.000558794 -0.000323799 0.000432668 0.000505597 0.0192043 -0.00528989 0.00536543 -0.00450137 0.00984641 -0.00692919 0.0117931 -0.0234281 0.03744 0.0217753 0.057785 0.000108784 0.00114336
internal_weight=45.0959 5.86148 0.0717175 0.0521719 0.0195456 0.0395585 0.0066106 0.0126135 0.0108483 5.78976 0.00387045 0.0026518 5.2285 4.20126 4.19149 3.64997 3.64733 0.0364425 0.0255678 0.022612 0.0204777 0.0178037 0.0144365 0.0120192 0.00506429 0.00695487 0.00318471 0.00562944 39.2344 5.36658
internal_count=4633 2150 459 334 125 127 45 207 152 1691 132 95 1589 1574 1544 1496 1491 1011 992 858 853 778 749 653 392 261 138 152 2483 675
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=17 18 18 16 14 9 12 6 7 13 16 19 0 15 15 12 18 4 9 13 18 15 19 18 18 17 2 2 18 5
split_gain=0.000345274 0.00467991 0.00539118 0.000768363 0.00351528 0.00133793 0.00210008 0.0012424 0.00124163 0.0013034 0.0012234 0.00126346 0.00108352 0.000521643 0.000467758 0.000901489 0.00883606 0.00908375 0.00590134 0.00364832 0.00317924 0.000689123 0.00170563 0.0341055 0.0214296 0.00972255 0.00292794 0.00174855 0.025937 0.0264092
threshold=212.38791228795003 15.711526640050002 15.220675120050002 12.604970524100002 258.81881833755006 209.24553857890001 234.58875745590004 3.1450734841500005 21.034091097450002 86.038725548750008 9.2349784046000014 10.150818999100002 95.746747857800017 12.38011581135 19.846565044850003 97.388883832800005 15.771515858900001 240.27283890470002 205.73475031020004 98.255079293500017 16.222567477200005 23.949961253350004 12.651020723000002 14.380989918050002 15.454705336800002 198.26219854015002 190.3068252971 83.777728670400009 16.161386252450004 16.222050829800004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -8 10 11 -10 -11 -7 15 -5 -17 -18 19 20 -19 22 27 -24 -25 -26 -27 -16 29 -29
right_child=1 -3 -4 14 5 13 8 -9 9 12 -12 -13 -14 -15 21 16 17 18 -20 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-0.10004552243786634 -0.0004721876363349074 0.00061707801648879055 0.081725809115463829 -0.0010389535711815049 0.026434356426222112 0.087498197010726253 0.059762710569560451 -0.10003035329902837 -0.10001158243781555 0.024669598000548344 0.060438603878821641 0.02975369110590927 -0.10003031616478918 0.012890763324029747 0.00073199671810588937 0.0012285190780379131 0.087765764223773912 0.068446585697500298 -0.080433483345987489 0.1000380154898739 -0.083307885557031086 5.6898311057101602e-05 0.0026926500809538608 -0.10204986879963536 0.10022099717516596 -0.10011434192528453 0.015843935998929425 0.022895496029857704 0.0002847079419261717 -0.10077550535669773
leaf_weight=0.0042821790387598249 0.016418934887044823 1.0458275008811702 0.015523116662734537 0.50573031192840068 0.0010022802466371763 0.0020434323248394995 0.0034144876437339359 0.0034534226996387751 0.0013665474106456799 0.0010067483869526245 0.0031210317655450126 0.0016638893772693564 0.0022632465918945854 0.0017310241532726423 3.0467285144567282 0.52443410920416622 0.024738810669987288 0.0024650777224906051 0.0066654488218773613 0.0051537959079723805 0.0031377325773007669 38.159991992598748 0.51775464955044093 0.054112742199031061 0.008697672383277677 0.0049167410987820404 0.0039084593017832958 0.025884549981213922 1.0350157531151927 0.051865561954064332
leaf_count=331 32 399 18 24 64 20 33 166 169 15 43 28 44 31 57 190 28 12 12 11 84 2311 123 63 14 35 10 71 66 129
internal_value=3.56877e-07 0.00176869 0.0394742 -4.29517e-05 -0.0174483 -0.00065853 -0.0124328 -0.071583 0.00809982 -0.0106236 0.0164948 -0.0287628 -0.0616384 0.0532821 -3.29202e-05 0.00203002 0.00476933 0.048813 -0.00649874 0.0393157 -0.0165402 -8.44747e-05 -0.00122049 -0.00625509 -0.0709259 0.0251887 -0.0487593 -0.000507097 -0.00389971 -0.059603
internal_weight=45.0843 1.07777 0.0319421 44.0066 0.0253483 0.0210661 0.0172917 0.0044557 0.012836 0.00942146 0.00615147 0.00303044 0.00326999 0.00377446 43.9812 1.07233 0.566595 0.0421609 0.0174221 0.0107566 0.00560281 42.9089 4.74888 0.58939 0.0716356 0.0175229 0.0088252 4.15949 1.11277 0.0777501
internal_count=4633 449 50 4184 944 613 562 230 332 299 240 197 59 51 3240 361 337 147 119 107 96 2879 568 245 122 59 45 323 266 200
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=0 18 18 19 14 18 0 7 16 15 6 12 2 3 8 18 7 9 16 0 5 3 8 18 17 12 2 7 16 4
split_gain=0.000341798 0.00137702 0.00160878 0.00320999 0.00224862 0.00231448 0.0036339 0.00234028 0.0269525 0.00448696 0.00412378 0.00370505 0.00148507 0.00127509 0.00111489 0.00150965 0.00255954 0.001229 0.00131401 0.000973278 0.000955486 0.00283263 0.0176259 0.0273033 0.023194 0.0128094 0.0228024 0.00255755 0.00547156 0.00231993
threshold=85.990333302400003 13.087929333200002 13.193283301750002 14.351157895250003 129.42733769190002 13.304953393500002 86.345209775600011 23.109894804950002 22.554947256700004 31.264641197600003 15.345358541850002 144.66294237600002 137.50513673700002 93.668569722950011 1.6487133604500002 13.900697602550002 21.115414688150004 53.361180680650008 12.054971810200001 86.420486603250012 21.950234501100002 92.813640037450014 8.6432548896500023 13.629518043050002 204.04920942250001 238.25888830085003 274.42507560070004 24.374195395050005 22.614947116400003 286.34948838025008
decision_type=2 2 2 2 2 2 2 2 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 19 3 -3 -4 6 -6 8 9 10 11 -7 -13 -1 -14 16 -16 -17 -19 -2 -9 22 23 -22 25 -25 -27 -26 -29 -23
right_child=1 2 4 -5 5 7 -8 20 -10 -11 -12 12 14 -15 15 17 -18 18 -20 -21 21 29 -24 24 27 26 -28 28 -30 -31
leaf_value=-0.0052446494362532467 0.0046593224559122034 -0.0091995721705919221 -0.077807060954631913 0.0017271130785288099 -0.0012014743776316275 -0.10010962765041412 0.010003799111332895 -0.00018077842904136454 -0.084332297056401148 -0.0029379502312640426 0.07007098985778426 0.09281594527464368 -0.066833654007058763 -0.00025082463197554202 -0.10004061591838859 0.06754247030582658 0.06900476843372709 -0.051047048847806642 0.051934763869953417 0.00073422634868791897 0.096322359187703127 0.0021820821059248641 0.0011367751823635355 -0.093567509365932958 0.099917706195962727 0.082840797945634551 -0.080551276009814196 -0.040100110411269922 0.10004309047591056 -0.0028966523792263686
leaf_weight=0.54705791359083011 1.0710175170534015 0.54854662343859562 0.0037057529261862445 0.52731327034416609 0.57022379107365384 0.002960070286448401 0.58772044072617291 26.397903306544521 0.041163558305925108 0.54457482598886031 0.016554816035302622 0.0024514438012488418 0.0017185573730493777 7.8216948217573421 0.0023639319355481811 0.0060026745057939479 0.0014420815188662672 0.0024870009304081009 0.0024691282709454754 1.5402496185275643 0.052103638445259004 2.081560918479227 1.0209320149624543 0.021650651278996236 0.017976761382669793 0.017862030669164142 0.016367993923971369 0.004918631435430143 0.0064250605828419793 1.5837450913950304
leaf_count=48 23 22 3 18 43 58 46 2675 20 38 18 12 63 1107 42 31 30 30 13 58 10 25 29 15 11 14 33 33 14 51
internal_value=-5.75043e-07 0.000130949 -3.86121e-05 -0.00384406 8.54249e-05 9.41709e-05 0.00448582 -6.55145e-05 -0.00612837 -0.000606906 0.0324084 0.00393153 0.0201962 -0.000577267 0.00939606 0.0182689 -0.0359901 0.0371131 0.000258172 0.00234411 5.5696e-05 0.00134985 0.00566076 0.0392989 0.00442701 -0.0333667 0.00471055 0.0764566 0.0392769 -1.23925e-05
internal_weight=45.0632 36.6944 34.0831 1.07586 33.0073 33.0036 1.15794 31.8456 0.624188 0.583025 0.0384497 0.0218949 0.0189348 8.36875 0.0164834 0.0147648 0.00380601 0.0109588 0.00495613 2.61127 31.2214 4.82354 1.15824 0.137305 0.0852011 0.0558807 0.03423 0.0293205 0.0113437 3.66531
internal_count=4633 3478 3397 40 3357 3354 89 3265 355 335 297 279 221 1155 209 146 72 74 43 81 2910 235 159 130 120 62 47 58 47 76
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=6 5 2 9 7 5 2 3 16 0 3 2 6 8 16 0 7 9 9 18 4 7 9 7 3 6 13 16 16 18
split_gain=0.000384906 0.000915923 0.00164204 0.00267539 0.0091841 0.00157312 0.00256594 0.00083226 0.000823735 0.00193063 0.00270932 0.00159076 0.0128313 0.00714538 0.00424159 0.00658037 0.00418139 0.00352523 0.00883035 0.00344906 0.00486146 0.00212148 0.00199911 0.00213963 0.00133402 0.000969492 0.0028125 0.000795739 0.00073741 0.00073258
threshold=16.465384711100004 22.825270530250005 86.916594916350007 197.89372115420002 23.781511574300001 23.714185006400005 106.26660184425002 93.394346993650018 22.624947093000003 86.09518316945001 92.913112988300014 211.60292443180003 16.435384010100005 8.4434108459500017 22.584947186600004 88.350799540950007 24.493681682050006 207.52229237540004 200.95377551580003 15.015859748200002 330.20885572415006 25.290974689350005 220.34006501145004 28.99243775775 93.776108048150022 15.155354102400002 117.62810858150002 22.604947139800004 22.594947163200004 13.552878921100001
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -3 -2 11 24 25 29 13 14 17 -16 -15 18 -13 -19 -21 -20 -22 -24 -10 -11 -27 -7 -5 -1
right_child=1 5 3 28 -6 27 -8 -9 9 10 -12 12 -14 16 15 -17 -18 19 21 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011495634762770236 0.00022776080847324888 -0.0012437260615411347 -0.013400422424748485 6.8392350017916647e-05 0.0041204597495961082 0.001461212379986427 0.0079670414969973853 0.0046848101246365756 -0.0058610754497344384 -0.0012014471804170329 0.0087562436240042531 -0.00019229612763895163 -0.10039371880680159 -0.10043296493322212 -0.10013467047020125 0.023940856646176817 -0.019072342624188054 -0.10037200757001659 0.089450857447532284 -0.10012716903927406 0.056475054868176035 0.025721299997857716 -0.10004227726596056 0.062782146646694098 0.0011739492903741244 0.0084571749417218425 0.0002905981334402141 -0.0014317975336098085 -0.0021662024995928344 -0.00017666411859371071
leaf_weight=5.2823581503280108 1.5289416266370977 0.55411338348199002 0.7066649181069804 3.5506192414479756 0.51882529206341133 1.5471370883887381 0.6659407076313073 0.57708032806990583 0.53527400198853914 1.0232484340340313 0.58159628970315669 0.53962731636635286 0.013781040820092016 0.011184209516613919 0.010361179270209853 0.0072761602081072843 0.014514166146625485 0.0064294256632457794 0.013358571086996562 0.004425042871844199 0.00683861724067647 0.0085773740276522403 0.0020938698972372549 0.0013131989343406758 0.54296201729129479 0.58303803353919681 1.5240455516031941 2.4664874330098172 2.5283495994726763 19.691019739760261
leaf_count=411 27 17 66 75 4 528 56 66 23 31 54 702 26 12 36 11 39 36 16 26 75 38 31 48 50 52 16 190 27 1844
internal_value=-4.68892e-08 -0.000421229 -0.00101102 -0.0017203 -0.00598276 0.000639244 0.00378378 0.00144906 0.000202821 0.00140644 0.00248845 -2.22796e-05 -0.00494601 -0.00284478 -0.000634261 -0.0489482 -0.0544814 0.000828211 0.00233596 -0.0392992 -0.0125342 0.0645314 0.0252966 -0.0372843 -0.00231848 0.00132394 0.00255032 -0.000316625 -0.000861015 0.000103859
internal_weight=45.0475 14.6442 9.41048 7.30446 1.22549 5.23368 1.22005 2.10602 30.4033 4.79016 3.71193 25.6132 0.63978 0.625999 0.600301 0.0176373 0.0256984 0.582663 0.561563 0.0211002 0.0146707 0.0219359 0.0102457 0.00340707 1.07824 3.13033 2.10708 4.01362 6.07897 24.9734
internal_count=4633 1056 265 172 70 791 73 93 3577 226 153 3351 1096 1070 1019 47 51 972 756 216 180 54 154 79 73 99 68 718 102 2255
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=16 3 6 19 16 9 14 19 17 7 5 3 0 6 0 5 0 7 18 19 9 18 7 18 5 15 5 16 15 9
split_gain=0.000369353 0.00132307 0.0145871 0.0171103 0.00567277 0.00864099 0.00457675 0.00385688 0.0024154 0.00215395 0.0013776 0.00127132 0.000897451 0.000994426 0.000588739 0.00204233 0.00315339 0.00146503 0.00426906 0.00357607 0.00158239 0.00148427 0.00147288 0.00288399 0.00211233 0.00186548 0.00115897 0.00062213 0.00116545 0.0026282
threshold=22.724946859200003 93.883646373400012 16.545386580300001 14.351157895250003 22.664946999500003 186.70853236170004 206.58828306405002 14.251149826300002 193.82504409230003 19.506002767000002 30.922794813800003 95.346167596350014 85.769879735700016 16.575387281250006 85.968825637350008 23.967536448650005 85.799452775150016 22.812602664350003 13.204116077450001 14.351157895250003 192.20980299475005 13.304953393500002 23.276000438150003 13.360173059150002 22.382820633700003 45.102215827400009 22.744024947450004 22.654947022900004 39.324897478350003 204.99169312540002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 -7 10 -8 -2 -1 14 15 16 -14 19 -19 20 -16 -20 24 -24 -23 26 27 28 -25 -30
right_child=11 2 -4 4 -6 8 7 -9 -10 -11 -12 -13 13 -15 17 -17 -18 18 21 -21 -22 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0029291110249541454 0.0050438444983827947 -0.10009720571557475 -7.0217034268316871e-05 0.015012261357826469 -0.1004991195249102 -0.10029064746255929 0.072107958833780947 0.089169344513664484 -0.033859207147681439 -0.10002966401047574 -0.027402662381151178 -0.0008663845006721166 0.0010666029733377609 -0.0040777126608308872 -0.00036841113651259422 0.0002549755808078435 -0.009501201579481755 -0.0087550239586784203 0.0036928545939071814 0.009117980679445116 0.0055549413904755355 -0.0076739698612695991 0.0073761208787591894 1.2026545596745252e-05 -0.00023362415679675539 -0.0056944910886147174 0.0027308978624061321 0.0032829971338528123 -0.0083231685831683458 0.0017023500436343304
leaf_weight=1.0458838211570753 0.61360858074931346 0.0021809461129856924 1.0327148017772088 0.016060191122051037 0.028182351088219093 0.017019871473010539 0.0030524029826324286 0.011476413710029831 0.0080675601950829234 0.0017606582902053303 0.0025562349783925242 0.89453994098630574 0.5163464634388244 0.60021459532256827 2.5638255237949465 3.0252888540341125 0.62310886251907505 0.55535473972224636 1.1029533321561746 0.59786921993327258 0.54727136867586512 0.60116776983797393 0.53811766672879713 25.300663038558838 1.0445925293734033 0.56648255157233407 1.5823967550895677 0.54735128886022621 0.53182221522132589 0.51440101646216441
leaf_count=32 56 100 503 16 37 27 19 28 37 63 32 86 11 82 337 38 40 31 32 81 19 103 6 2549 23 69 47 40 38 51
internal_value=-2.54077e-07 -5.35601e-05 -0.00344131 -0.0419706 -0.0659354 -0.0422624 0.037047 0.0529182 -0.0789278 -0.00353672 0.0267543 0.00153826 3.61622e-05 -3.69941e-05 2.25093e-05 -0.00110407 -0.00471238 0.000150724 -6.17678e-05 0.00203477 0.000673563 8.75626e-05 -3.97782e-05 0.000122214 -0.00295145 -1.21884e-05 0.000100849 -5.38972e-05 -0.00012322 -0.00339388
internal_weight=45.0363 43.5282 1.12307 0.0903566 0.06933 0.0411476 0.0210267 0.0188457 0.0250874 0.0073693 0.00560864 1.50815 42.4051 41.3592 40.759 4.16474 1.13946 36.5943 32.8853 3.70897 3.1111 32.3299 31.227 29.5812 1.64576 29.0431 28.4766 26.8942 26.3469 1.04622
internal_count=4633 4491 862 359 117 80 242 142 64 114 51 142 3629 3597 3515 89 51 3426 2989 437 356 2958 2926 2800 126 2794 2725 2678 2638 89
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=19 15 14 7 18 19 0 18 7 4 6 6 18 9 19 2 16 7 4 12 18 7 15 3 16 19 13 0 8 6
split_gain=0.000513722 0.000657648 0.000387819 0.008828 0.0135623 0.0054912 0.0053315 0.00390957 0.0124634 0.0132188 0.0166742 0.0118596 0.00888998 0.00801927 0.00784362 0.0103341 0.0118914 0.00669147 0.0115821 0.0126379 0.0033409 0.00315448 0.00309685 0.00464375 0.00277452 0.00335136 0.00272103 0.00252837 0.00235354 0.00222044
threshold=14.651182102100002 46.723315192750007 272.02763708760006 22.958251375150002 13.431207332600001 13.551093343600002 85.121961326250016 14.085466345100002 24.653703271800001 280.05827244160008 13.575317185100001 13.825323026450002 17.108018746400003 206.39860865795001 13.251069136700002 203.29256851545003 22.544947280100004 24.277136467000002 274.81987900165007 316.7844411196001 16.399957653700003 22.907491544400003 21.288946184100002 81.075831839950027 17.684958644900004 12.851036860900001 98.599201934150003 93.047535894850014 8.0437227585500022 4.3351012889500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -5 -8 17 20 12 -12 22 -13 -15 -16 -17 18 -9 -20 -10 -6 23 29 25 26 -14 -24 -22 -11
right_child=1 -3 3 6 21 -7 7 8 9 10 11 13 24 14 15 16 -18 -19 19 -21 28 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.3351550616303835e-05 0.0044346686017143486 -0.00048466421192261736 0.010485054202314326 -0.10024341743214452 0.006171800684682891 -0.090054618174652892 2.503029058726003e-05 0.099677892058738546 -0.10020988283776018 -6.3631230814241839e-05 0.098852717080178815 0.05863582287229363 -0.0064960458124589228 -0.10009914773420797 0.098208550325815908 -0.086167642082092988 0.039699832750475547 -0.087924399694320962 -0.082756170815148175 0.093944789309255247 -0.068938066124371505 0.1001378243609113 -0.0071449601754722467 0.082953984372170553 0.10002802367232325 -0.10002851781518494 0.093504063574857701 -0.10009881273329352 0.070086084828499928 -0.10008385853442725
leaf_weight=35.28829491746481 0.58310467797400523 0.50895875348624031 0.006529893186571766 0.0053442744481316798 0.013013151439484172 0.0323221646882772 8.3476734019727044 0.0063719680611032939 0.014768825590678603 0.0037586988578652836 0.022533487438295197 0.028094347123897023 0.0091065839393045245 0.0078455573574602866 0.0098445963321864838 0.014237933109477297 0.015874951564910589 0.027940324643424219 0.021992184686670413 0.0049605901178750847 0.0026448447385192244 0.0049246147827943778 0.0034523688191256943 0.0030696954706570532 0.0035835367016261435 0.0026492832554367842 0.0038805139738542502 0.019200309080911637 0.0022566951934379631 0.0054202474426929825
leaf_count=2525 70 10 118 26 158 110 249 4 35 82 29 29 500 72 6 48 27 114 78 37 33 3 7 14 15 52 16 112 9 45
internal_value=-4.36227e-07 0.002142 -5.36935e-05 -0.00065404 -0.0399515 -0.0731568 -0.000394132 -0.000331947 -0.0130946 0.000685292 0.0106336 0.0351486 -0.0339522 0.0162352 -0.0086841 0.00926503 -0.0198127 -0.0518315 -0.0215703 -0.0502348 -0.0764678 0.0319691 -0.0640282 -0.0235189 0.0206628 0.00247392 0.0233837 -0.0859322 -0.0049306 -0.0591264
internal_weight=45.0237 1.09206 43.9316 8.6433 0.0567898 0.0388521 8.58651 8.58116 0.233488 0.172222 0.152552 0.0984309 0.0541212 0.0758974 0.047803 0.0399575 0.0301129 0.0612651 0.0333247 0.0269528 0.0196704 0.0179378 0.0349013 0.0122486 0.0192199 0.0156364 0.0129871 0.0226527 0.00490154 0.00917895
internal_count=4633 80 4553 2028 389 228 1639 1613 1364 1131 1054 211 843 182 153 81 75 233 119 115 77 161 260 141 583 568 516 119 42 127
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=0 5 3 6 17 17 15 13 15 18 6 5 16 7 17 10 9 7 17 3 9 17 18 2 14 8 6 15 10 4
split_gain=0.0004207 0.00173414 0.00263816 0.00141659 0.010936 0.0225942 0.00937903 0.00251312 0.00122758 0.00536349 0.00150204 0.00230431 0.00123421 0.00305116 0.00187422 0.00101107 0.00124304 0.0015253 0.000987084 0.0145942 0.0019673 0.00135598 0.00242399 0.00078456 0.0154074 0.00182321 0.00601031 0.0023822 0.00117458 0.0012208
threshold=86.345209775600011 20.315138807500002 93.437362323750008 16.405383309150004 189.5403704096 186.18082682465004 45.102215827400009 117.50981642375002 37.882159664350006 13.304953393500002 16.545386580300001 20.315138807500002 22.604947139800004 23.736034462250004 199.05253715360001 62.025417527550012 194.82237869650001 23.913271136350005 187.14705358135004 93.794927255050013 189.68479361675003 189.19102531915004 13.304953393500002 201.25557642380002 300.29716420680006 7.943800736700001 13.400313096150002 26.384523135650003 68.327163385350005 492.44368331310005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 -10 23 -12 15 -14 -15 -11 -17 -18 19 -5 -20 -22 -23 -2 -25 26 27 28 -26 -30
right_child=8 2 3 18 -6 -7 -8 -9 9 12 11 -13 13 14 -16 16 17 -19 20 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0050219274185512707 -4.9151770331630777e-05 -0.0069658586309383893 0.015057336782769506 -0.042077734580126896 -0.00091901044592194677 -0.10043256230473557 -0.10060901931697921 0.10011649273501318 0.010585333231589257 -0.0045174154538913476 0.0010694212594527343 -0.0081352224577899614 0.0086540368667359698 -0.0046215056449598882 0.0037335433384395669 -0.0043165480170824708 0.0040142237229373072 -0.00065011282179621658 0.0061451032190049668 -0.00043209178894478451 0.0017743910601449996 -0.0073631393439240501 -0.00013220266176822195 0.088707112346436467 -0.10002921156773188 -0.00098949173423973922 0.079075536086548881 -0.10005219168102715 0.01205705022003567 -0.10001123151410365
leaf_weight=0.53877843811202808 25.242565654040035 0.65060548941437346 0.0052613990309104972 0.086618393642311164 0.53139460858839238 0.03225891057800756 0.0039969952049432314 0.010222002631053329 0.58107060385373177 0.52340655188891094 0.51925000987237868 0.571113121097369 0.58155421295668919 0.52369664679872563 0.55094151440971473 0.52553438188806501 1.0639301182574175 2.0557977808776249 0.57488475295412378 2.9494722239213913 2.6072549365832813 0.54491697770851066 3.1065398943507816 0.020543240836236154 0.0010284329633023495 0.55178378303416054 0.012463678029767777 0.0023018271454393604 0.031002884673090314 0.0010034895727919482
leaf_count=39 1913 57 145 30 48 40 2 3 36 26 23 35 24 24 59 19 25 111 89 632 36 44 134 24 21 224 17 53 643 57
internal_value=-9.95654e-07 -0.000518559 -0.000787403 -0.000402843 -0.00519216 -0.04908 0.0359582 0.0712126 0.000179633 0.00142395 -0.000116104 -0.00375181 0.000510038 0.00281941 -0.00033807 -0.000407465 0.000182664 0.00094058 -0.000119875 -0.00162022 0.000546714 3.24823e-05 -0.0012113 3.71759e-05 0.00355118 0.000633528 0.0193689 -0.0016904 0.00516333 0.0085434
internal_weight=45.0012 11.6422 11.1034 10.4528 0.583134 0.0517393 0.0194804 0.0154834 33.359 6.40593 26.9531 1.09036 5.82486 1.65619 1.07464 4.16867 3.64526 3.11973 9.86969 3.03609 6.8336 6.25871 3.65146 25.8627 0.620127 0.599584 0.0478003 0.0353366 0.0330348 0.0320064
internal_count=4633 1299 1260 1203 238 190 150 148 3334 324 3010 58 288 107 83 181 155 136 965 662 303 214 178 2952 1039 1015 791 774 721 700
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=9 6 16 10 15 0 7 12 19 19 16 6 18 15 13 13 10 7 0 16 19 18 13 13 17 17 15 10 13 5
split_gain=0.000346191 0.00682693 0.00602532 0.00431775 0.00671387 0.00292699 0.00267572 0.0025448 0.00182632 0.00159038 0.00662994 0.00209632 0.00209004 0.00195768 0.00129472 0.0012269 0.00100461 0.00129152 0.00301816 0.00115714 0.00159448 0.00112033 0.00263172 0.00127953 0.00181485 0.000765495 0.0013526 0.000748764 0.000705105 0.000704267
threshold=181.33671263215004 16.585387514950003 22.834946602000002 61.907125369850007 41.29990759910001 85.683849075550015 19.773504439000003 163.66964307765002 13.851117550450002 14.451165964200003 19.744953827700005 14.055328400500002 13.317304170000002 25.716185026400002 101.66942111915002 105.21549739325002 68.20618276945001 22.958251375150002 104.03526427400001 11.864972254500001 10.650859343850001 16.115468395400004 83.654063187050014 92.146902421150017 192.64609805285002 167.17143786700004 20.734744936600006 75.180043159850015 90.727396528250011 4.9923198389000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -5 -1 -3 10 11 12 -7 14 16 -15 -14 19 -19 20 28 23 29 24 -20 -9 -27 -21 -18 -23
right_child=-2 2 -4 5 -6 9 -8 25 -10 -11 -12 -13 13 15 -16 -17 17 18 21 27 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10012875409807193 4.3134691778834002e-05 -0.005057374188271427 0.10001357991787684 0.077726194675342059 0.10012386416962629 -0.06096593863029387 -0.10028521396228572 0.059284688232877442 -0.10035293647395863 -0.00024173893142970934 -0.084563964134915404 0.09787633099600862 -0.10001766160307712 -0.0093510794295301788 -0.10001674235595091 0.088845374942962241 -0.02323604983261229 -0.10002868278305495 -0.10003606176360212 0.065918587634152578 -0.10002624910936427 -0.010339808784330032 -0.080660761073202525 0.091505678638155896 0.049730392062601186 -0.1000382391340255 0.034457932068405063 0.010763783049595835 0.070038843918240196 0.063143562881001564
leaf_weight=0.0026867088473859768 43.883389692525299 0.0023832713684520676 0.0019783437601290635 0.0010126776695784769 0.010465183993801475 0.0058828505031552894 0.00508132286411077 0.0025054997279312374 0.012877896363344021 1.0001812722184695 0.011695725363097154 0.0020599752698977616 0.0010180633374456951 0.0018910752205414374 0.0014067198022074115 0.0038891296426299959 0.0016479608744131022 0.0035241857923526956 0.0012375776253747981 0.0057165976767237225 0.0015742222396326611 0.0025428897175272525 0.0039723404897262782 0.0024671240578868492 0.002337097717713732 0.0011736629859404601 0.0020604492462936719 0.0043225035617711072 0.0015947011029107117 0.0026775677468080517
leaf_count=30 2780 295 5 10 3 32 160 22 65 7 29 16 40 64 49 8 28 148 44 49 38 283 188 22 35 32 35 36 13 67
internal_value=-8.62082e-07 -0.00174992 -0.0641855 -0.000759372 0.0466307 -0.00159785 -0.070704 -0.019806 -0.085471 -0.00120117 -0.016815 -0.000891961 -0.00515714 0.00269357 -0.00597131 0.056719 -0.00215136 0.000812639 -0.0166309 0.0228387 -0.0174521 0.00266134 -0.0193232 0.0361115 -0.0021198 0.0177931 -0.0143509 0.0421708 0.0226354 0.0273497
internal_weight=44.9873 1.10386 0.0172395 1.08663 0.0188915 1.06773 0.006094 0.00842632 0.0152612 1.06164 0.0614583 0.0497626 0.0477026 0.0418198 0.0360396 0.0057802 0.0346328 0.0336148 0.0187588 0.014856 0.00481688 0.0152346 0.0091928 0.0060418 0.00357468 0.00573961 0.00323411 0.0100391 0.00324266 0.00522046
internal_count=4633 1853 365 1488 122 1366 170 119 360 1196 1189 1160 1144 1112 1040 72 991 951 787 164 79 639 538 101 79 89 67 85 41 350
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=0 5 3 6 17 17 5 9 5 18 13 5 8 8 0 5 18 17 12 4 17 7 8 14 6 12 6 5 6 13
split_gain=0.000328845 0.00141438 0.0021375 0.00111846 0.00964252 0.0202502 0.0083983 0.00184053 0.00100594 0.00334987 0.00764481 0.00215746 0.00439425 0.00165963 0.00160974 0.00776543 0.0154738 0.0154568 0.00878103 0.0149882 0.00243226 0.00223645 0.0027947 0.00113444 0.0203369 0.00489923 0.00709483 0.010613 0.00646668 0.0100549
threshold=86.345209775600011 20.315138807500002 93.437362323750008 16.405383309150004 189.5403704096 186.18082682465004 23.435546682850003 70.238863950400017 21.252944829650001 13.344136431100003 117.47755492620001 20.911722254300006 8.4434108459500017 8.543332867800002 87.028078140750011 21.950234501100002 13.602243858600003 204.04920942250001 232.35148227425003 351.20861944790005 200.17087924040001 24.374195395050005 8.3434888241000014 273.45586700690006 16.355382140900002 211.51213392550002 16.335381673600001 15.023351587500002 13.005303866850001 101.31185618785001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 11 10 13 23 -13 -10 -11 -16 -17 18 -18 -20 -21 -19 -23 -2 25 26 27 -25 29 -27
right_child=8 2 3 -5 -6 -7 7 -9 9 14 -12 12 -14 -15 15 16 17 21 19 20 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0045541320574536276 0.0002419721764406142 -0.0062538294948515918 0.08554597287778648 -0.00010380067864546562 -0.00081138991747382774 -0.10039248307012359 0.01204098437849993 -0.10051280710949662 0.0038071931465648509 -0.00049705001204690196 0.013889547395542596 0.00012922740338678983 -0.010828633550850701 -0.004192208247853795 0.0010136851595835851 0.096888752673839285 -0.08044235989770071 0.093974868438339701 0.079304733268850333 -0.019587668233247355 -0.10034556643702715 0.095014168836337717 5.1836995461021891e-05 0.012025595947566421 -0.10056669245116548 -0.00086940820806527877 0.10011721441335467 -0.10046959860316294 0.0016486223817564274 -0.091112010816649325
leaf_weight=0.53684929136676629 21.585892512565909 0.65255330938452871 0.011616878339688941 9.8625847712096579 0.53173160706221545 0.028642312968067074 0.0023179095245495765 0.003892942349331352 0.52651194446995997 6.1551159964728868 0.62170658662216727 1.0429608182681764 0.56378250158657284 0.51113984102266841 1.041035597207834 0.025788460212737507 0.018732013213451637 0.014519220311740355 0.014570255127623 0.0069243741441917814 0.0080826829158127111 0.0050664584787227804 0.0079808504815446213 0.015056764594322369 0.020955331085133255 0.033530824861180863 0.003437802428379654 0.018929715869816732 1.0881316474259959 0.019542821207338079
leaf_count=39 1480 57 96 965 48 40 22 32 41 82 29 107 28 15 57 23 19 13 16 37 13 14 40 219 31 779 1 45 167 78
internal_value=-9.68653e-07 -0.000458835 -0.000701432 -0.000354404 -0.00462904 -0.0483123 0.0353604 -0.0585074 0.000158707 0.00106503 0.00512062 -0.000174108 -0.00371572 -0.000133255 0.000142876 0.00358982 0.0299692 0.00722483 -0.0268696 0.00705935 -0.0630832 0.066974 0.0369271 7.56335e-05 -0.00291754 -0.0011814 -0.0367839 -0.0506317 -1.38621e-05 -0.0340986
internal_weight=44.9796 11.6302 11.0933 10.4408 0.578202 0.04647 0.0178277 0.00621085 33.3494 8.95717 1.65936 24.3922 1.60674 1.03765 7.29782 1.1427 0.101664 0.0758759 0.0483093 0.0295773 0.0150071 0.0275665 0.0130473 22.7855 1.19958 1.17863 0.0374243 0.0339865 1.14121 0.0530736
internal_count=4633 1299 1260 1203 238 190 150 54 3334 399 85 2935 135 56 314 232 175 152 85 66 50 67 54 2800 1320 1289 265 264 1024 857
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=19 15 14 7 15 18 3 12 6 6 6 19 16 5 0 15 18 4 4 13 18 7 19 16 19 13 15 6 15 5
split_gain=0.000525023 0.000819666 0.000379843 0.0101268 0.00998903 0.00317222 0.0112216 0.0120351 0.00643721 0.0170457 0.00834586 0.00985714 0.00956717 0.00772109 0.00682221 0.0065952 0.00428087 0.0038515 0.00318659 0.0020452 0.00201465 0.00354872 0.0024485 0.00220979 0.00280857 0.00223592 0.00164366 0.00130355 0.00127991 0.00122126
threshold=14.651182102100002 46.723315192750007 272.02763708760006 22.907491544400003 31.264641197600003 14.085466345100002 92.367355987800025 207.49943573995003 13.575317185100001 13.825323026450002 14.935348962050002 14.451165964200003 19.224955043700003 14.608687763150002 96.870523356300012 41.831907381600011 17.370891598500005 414.02602702375003 277.39959974210007 117.73026999045001 17.108018746400003 25.688358367700005 11.250907757600002 17.684958644900004 12.851036860900001 98.599201934150003 12.38011581135 5.0851188130000002 20.268860138950004 14.361338546400001
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -5 7 16 13 -10 12 15 14 20 -11 -12 -7 -15 -18 -6 21 22 -9 24 25 26 -22 -4 -28 -24
right_child=1 -3 3 5 19 6 -8 8 9 10 11 -13 -14 17 -16 -17 18 -19 -20 -21 23 -23 29 -25 -26 -27 28 -29 -30 -31
leaf_value=9.0220072884232585e-05 0.0047211402936651985 -0.00077196957179666737 -0.10002859276153341 -9.7455932730827058e-05 -0.10051939232091589 -0.093918651412096488 -0.10051797675252423 -0.10005787719986391 0.098419351296764573 -0.1004621096343013 0.086151457503077566 -0.039128729143863665 0.028226894403755271 -0.10008793202768847 -0.00099045165994819206 -0.00059070957307879939 0.099061573638701328 0.0097057029488585092 -0.10004692074073673 -0.031566180170831591 0.047337069155505229 -0.084795469984875207 0.012258824173169966 0.10002504287719327 -0.10002443891527912 0.094487430624546537 -0.071827344058381815 0.016553427510776927 0.038580182660987401 0.10004194415288883
leaf_weight=35.263069361279271 0.58372969843185163 0.50808736535327625 0.0010171776930607791 8.3484920761763153 0.0214523718266042 0.01903320239462658 0.013560550065278676 0.0015961546826019921 0.020420928033672681 0.01984391047760603 0.023337500280092627 0.016549678908631904 0.016743831479686833 0.015263480103197224 0.010566126084086136 0.014037723834917415 0.0022137997167455117 0.0040409016710327697 0.0012620191331143005 0.0053804320168637778 0.0040688418667924608 0.0059365948222485079 0.00602538711824252 0.0032390416381531386 0.0020425765628715462 0.0034849105722969407 0.0034649675550468828 0.01679818670349351 0.0015064945872751423 0.0021504796313820407
leaf_count=2525 70 10 35 282 86 124 41 27 43 109 27 32 27 78 18 23 16 33 74 9 264 93 93 15 48 14 143 248 23 3
internal_value=-1.2165e-06 0.00216487 -5.51293e-05 -0.000650869 -0.048152 -0.000403075 -0.0125304 -0.00646849 0.0024171 0.0150874 -0.00174815 0.025122 -0.0324767 -0.026728 -0.0659002 0.0535721 -0.0752823 -0.0771053 0.0267682 -0.0866931 0.00228863 -0.0238151 0.0132311 0.0253165 0.00870558 0.026437 0.00020447 0.00989712 -0.0383707 0.0353482
internal_weight=44.9584 1.09182 43.8666 8.60353 0.0446482 8.55888 0.210389 0.196829 0.17432 0.1215 0.101079 0.0539249 0.0471539 0.0528198 0.03041 0.0373752 0.022509 0.0193044 0.00347582 0.0268328 0.0335154 0.0157086 0.00977202 0.0178068 0.0145678 0.0125252 0.0090403 0.0178154 0.00497146 0.00817587
internal_count=4633 80 4553 2028 378 1650 1368 1327 1113 279 236 82 154 834 127 50 214 111 90 95 723 216 123 507 492 444 430 283 166 96
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=19 15 13 18 17 16 16 15 5 7 10 18 3 9 0 5 7 0 9 5 5 15 5 2 5 17 0 12 5 18
split_gain=0.000426218 0.000666599 0.000343726 0.00227812 0.00268032 0.00196073 0.00198149 0.0019591 0.00146163 0.00264737 0.000853606 0.00210854 0.0295126 0.00564158 0.0116341 0.00310861 0.00221984 0.00138546 0.00163811 0.000897943 0.00226772 0.00179649 0.00378225 0.0421707 0.0101585 0.00256755 0.00170001 0.00131882 0.00143383 0.00125238
threshold=14.651182102100002 46.723315192750007 117.60660091645001 13.581061237400002 192.44445991605002 22.604947139800004 22.624947093000003 42.968808980200009 21.482549112100006 23.567644028800004 62.041548276350007 13.087929333200002 93.636308225400015 186.70853236170004 85.662341410450011 26.429611911700004 23.109894804950002 86.264556031700025 202.86134752310002 20.743195000100005 20.315138807500002 37.050691080100002 20.911722254300006 105.39281967610002 21.990725385850002 167.17143786700004 86.780739992750014 178.58312952045003 21.869642762900003 13.328768336950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 -4 -7 8 -8 -10 11 12 -1 14 15 -14 -13 -18 -19 20 -12 22 -21 -24 -25 -26 -22 29 -29 -23
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 19 16 13 -15 -16 -17 17 18 -20 21 26 27 23 24 25 -27 -28 28 -30 -31
leaf_value=0.099980194409661355 0.0042619918590777175 -0.00069441648794151597 0.005096414587452581 0.00537759071580729 -0.0078326485274244993 -0.0068603771127678029 5.0959964327336182e-05 0.0036267602376451541 -0.0087848328524677815 -0.00055742345181957918 -5.0116028372947329e-05 -0.0053767677074468513 -0.10027896742704855 -0.00070916496640077275 0.10013261391813509 0.0078428813616110912 -0.00052059454629195035 0.0058547341314783043 0.000252985121600306 -0.00080509427121528213 0.0014336297168493983 0.0040620213084980837 -0.00091240334720867847 -0.099892574836291589 -0.10005207349383889 0.043627685047157347 0.0082449564447290378 -0.0059409824336194425 -0.00062144942546023968 -9.2597958077860639e-05
leaf_weight=0.032189460238605139 0.58204641199426876 0.50833742181839625 0.55203076396116202 0.5731487820089568 0.55716694333307248 0.54824690847101454 2.5282444897729874 0.92622388770495678 0.64311095888115211 0.99805834489870904 19.645653413011726 0.55915912914848664 0.0041709058597905208 0.53976986145210049 0.016211195150390267 0.0073363720048393848 2.0338300210006253 1.079360574425664 1.0109996499668339 1.510775223777898 1.0239808282103826 1.1146851095178933 0.54314018426415234 0.058411597666079743 0.0015177978645397605 0.0068879578210155751 0.57062501468874405 0.577965181571514 4.1093079487651236 2.078448189466144
leaf_count=10 70 10 112 61 42 15 33 66 69 7 2662 118 118 25 6 243 46 20 33 32 17 68 124 56 96 71 84 101 193 25
internal_value=-1.64506e-06 0.00195131 -5.0207e-05 -0.000675336 -0.00118906 -0.000591637 -0.00114799 -0.000533384 -0.00145755 -0.00378143 7.51842e-05 0.00125079 0.0068338 0.00155028 0.0455492 -0.0313468 0.000535913 0.00133756 0.00314546 -0.000123614 0.000244264 -0.000904908 -0.00348847 -0.0101348 -0.0851012 0.0176839 0.00387104 -0.000209633 -0.00127738 0.00135773
internal_weight=44.941 1.09038 43.8507 7.32623 6.75308 6.19592 5.64388 5.09564 4.16941 1.64117 36.5244 5.28303 0.599678 0.567488 0.0277185 0.0115073 4.68335 4.12419 2.09036 31.2414 21.2403 10.0011 2.12073 0.609958 0.0668174 0.00840576 1.59461 7.88041 4.68727 3.19313
internal_count=4633 80 4553 405 344 302 190 175 109 76 4148 619 402 392 367 361 217 99 53 3529 2763 766 379 347 223 167 101 387 294 93
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=16 3 6 19 16 9 13 7 8 15 13 6 7 6 0 0 2 7 9 2 18 18 5 7 6 15 15 18 3 7
split_gain=0.000426143 0.000800285 0.0118657 0.0161154 0.00560807 0.00780079 0.00495536 0.00404387 0.00303041 0.00219897 0.000723479 0.00105304 0.000911663 0.000688691 0.000723896 0.00100613 0.00174289 0.0010923 0.00241127 0.000994061 0.000825436 0.00368246 0.00795942 0.00330534 0.00278356 0.00146869 0.00125155 0.00339619 0.000781433 0.000719304
threshold=22.764946765650006 93.883646373400012 16.545386580300001 14.351157895250003 22.664946999500003 186.70853236170004 117.67650082785001 22.502236473750006 8.6432548896500023 33.995989817300007 116.56347916185001 15.635365317800002 19.052023743050004 16.575387281250006 85.823648898300021 85.968825637350008 208.96971526550001 22.673598830200003 190.64005357525002 167.53567362910005 13.24088655595 13.360173059150002 21.556055031700001 23.209106085000005 16.445384243750002 45.102215827400009 41.54912092575001 13.405741979600002 93.216908757050007 22.580797808900005
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 7 9 -7 10 11 12 -3 14 19 16 -16 18 29 -1 24 22 -22 -23 -19 26 28 -28 -25 -17
right_child=-2 2 -4 4 -6 8 -8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 20 -20 -21 21 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0040215036012599967 0.0025889560861781166 0.082584630019337898 -0.00037857679029943759 0.016195589772269231 -0.10044356077276875 -0.10022549410590226 0.099334769028201653 -0.10006558162922552 -0.021771372775005283 0.10007786494473137 0.04735179276394319 -0.10003250780346387 -0.041243984601229938 -0.0033090264444307197 -0.0049600452981858542 0.0023375455197054626 0.00028487491784706312 0.00096019026061835381 0.0078884059645108143 5.7807423553602609e-05 -0.00076426516852293506 -0.0075573049569585167 0.013489389700953548 6.0877441692924321e-05 -0.0056533309241054057 -0.0050166862700405379 -0.00076585777665992539 0.008724238976415338 -0.0027654455819860332 -0.0014030887101400828
leaf_weight=1.0888065104227291 0.62622617134502334 0.0010111217743507869 1.8909669494233625 0.015150210028878064 0.025045869081608885 0.016021988312694413 0.0081494283571217352 0.0031021009713293616 0.0071075751389670918 0.0031247740145445846 0.0018190073223536274 0.0013559206537869326 0.0014431518880690386 0.60037796111104214 1.0872552781656843 1.0514267475892136 1.5183294954283324 1.5705716006102819 0.5641713945660739 1.5104860788220742 1.0199775034270739 0.58808605908131539 0.63608458555597724 25.828992007519172 1.0699625676934372 0.56866673133470058 0.99496369063854107 0.60724184089447064 1.0167551815975446 1.0058606756056434
leaf_count=40 120 9 510 16 39 47 8 40 17 3 24 52 107 83 38 307 21 42 34 23 32 101 45 2664 26 71 4 77 10 23
internal_value=-1.42674e-06 -3.80426e-05 -0.002006 -0.0389359 -0.0636533 -0.0395819 0.0393046 -0.00195798 -0.076117 0.0328079 -0.0045337 -0.0293041 0.00977144 5.37488e-05 0.000102132 -5.21903e-06 -0.00190372 0.000130223 0.00209687 0.00171814 -2.18508e-05 0.000121559 0.00471049 -0.000135141 -0.00171965 1.52851e-05 0.000115873 0.00283092 -4.61666e-05 0.000508653
internal_weight=44.9285 44.3023 1.9743 0.0833311 0.0633256 0.0382798 0.0200055 0.0118561 0.0231296 0.00875398 0.0056292 0.00381019 0.00245427 42.328 41.7276 39.1283 2.60558 36.5228 2.62146 2.59929 33.9013 31.2608 1.65606 29.6047 2.64053 29.0166 28.448 1.60221 26.8457 2.05729
internal_count=4633 4513 872 362 119 80 243 235 64 195 192 168 116 3641 3558 3495 59 3436 364 63 3072 3004 77 2927 68 2826 2755 81 2674 330
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=19 4 16 9 19 19 17 2 9 17 15 14 4 7 9 17 9 5 15 12 0 10 17 3 9 9 16 17 12 17
split_gain=0.00046582 0.000623815 0.000424003 0.000527476 0.00177979 0.00200651 0.00188671 0.00405717 0.00144167 0.00232427 0.00392148 0.00212902 0.00642175 0.00161957 0.00551239 0.025447 0.0111422 0.00403728 0.00764171 0.00301221 0.0134668 0.00237991 0.00656827 0.00433613 0.00131526 0.0020368 0.00276457 0.0011386 0.00101476 0.0030611
threshold=14.651182102100002 264.40103451365002 22.764946765650006 199.17419511990002 14.551174033150001 14.451165964200003 188.27285108100003 147.79312796670004 201.65416293750005 192.19686994285004 22.151858238250004 147.98468416440002 157.77812180380002 25.121320584100001 204.99169312540002 195.44378352670003 202.38851837455002 22.127107789600004 43.376643616500012 123.91241841185001 87.345316200150009 67.181880221750006 184.37225457675004 91.80009132230002 210.25104900155003 204.68881850780005 18.284957241800004 196.39284362915004 87.111491403900018 183.32030055335002
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -7 -8 9 10 -5 -10 -13 14 15 19 -17 -18 -19 -14 -21 23 -23 -16 25 -15 -27 -26 29 -1
right_child=1 -3 -4 8 -6 6 7 -9 11 -11 -12 12 13 24 21 16 17 18 -20 20 -22 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0016933379992634624 -0.00039080102314834568 0.0043948661210017658 0.0025635174007683356 -0.00025932885552469045 -0.0059171973818961734 -0.0031729048952730248 0.010721378770228622 0.00091864948637903352 0.046538986819249888 -2.7980255230775235e-05 0.0067620141321781515 -0.10024581602942487 -0.005635973668150317 0.00047496488816444116 0.0086164530898959653 0.0029769854071442273 -0.094874025160631315 0.032655631346802251 -0.10019782743540723 -0.026595239083184272 0.048889531824654248 0.0011141078109763512 -0.012049435725176489 -0.00052230061484131562 -0.0048908052107785403 0.00054967175717387455 0.010548103401999393 6.4819308759890489e-05 -0.00050140645676145855 -0.0089471910931534365
leaf_weight=0.53661105351114169 0.53606656006740994 0.55372952889229055 0.61107458413243776 1.5219823109698061 0.58115265292423401 0.51738909855930559 0.57743997895158861 1.5705812187063015 0.0096750396382948578 5.1289667876434351 1.6663265765416779 0.0064370119802948924 0.52896839741879187 2.5462691587900399 0.59537212416034879 0.021204499163559376 0.049265183335592155 0.0080424132829648443 0.0093783021991384885 0.044267912054785086 0.050706533133052289 1.0146628985397246 0.60511699819971898 4.0576415201898541 0.53192941661760418 0.54598376707236151 0.56038032711717278 3.6110022311089587 15.77595639719412 0.54491444572230385
leaf_count=51 47 33 95 32 97 34 33 50 14 112 48 16 89 84 82 37 27 22 29 22 20 18 84 97 128 195 59 390 2556 32
internal_value=-1.40786e-06 0.00204081 -5.21875e-05 -8.91722e-05 -0.000463768 -0.000301432 0.00224811 0.00355386 0.000236649 0.00129003 0.00341028 -0.000355475 -0.000386159 -0.000342668 -0.00144856 -0.00978806 -0.0601649 -0.0802425 -0.038865 -0.00269183 0.0137058 -0.000502198 -0.00380353 0.00064704 0.000648183 0.00203153 0.00561394 -0.000571455 -0.000704551 -0.00366777
internal_weight=44.9185 1.0898 43.8287 43.2176 20.104 19.5229 2.66541 2.14802 23.1136 8.31728 3.18831 14.7963 14.7866 14.7802 6.98463 0.711833 0.0878904 0.0666859 0.0174207 0.623943 0.0949744 6.27279 1.61978 4.65301 7.79556 3.65263 1.10636 4.14293 16.8575 1.08153
internal_count=4633 80 4553 4458 2853 2756 117 83 1605 192 80 1413 1399 1383 527 246 115 78 51 131 42 281 102 179 856 338 254 518 2639 83
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=6 5 18 6 4 16 2 2 0 2 10 5 6 17 2 3 12 10 3 17 18 0 0 17 18 16 3 15 2 14
split_gain=0.000479641 0.000795227 0.00141416 0.00221893 0.00174536 0.00118028 0.00273489 0.00150968 0.0025426 0.00116727 0.00161273 0.0317831 0.00115865 0.00113068 0.000949062 0.000903375 0.00175859 0.000720236 0.00203903 0.00389742 0.00160168 0.000974836 0.00088165 0.000844371 0.000781082 0.00337163 0.00142194 0.000803804 0.000710941 0.00575893
threshold=16.465384711100004 22.825270530250005 13.24088655595 16.525386113000007 284.07887079910006 22.664946999500003 73.064159960350011 86.916594916350007 86.264556031700025 125.02712973155002 62.020040611300011 24.310960779100004 16.695390085100005 190.92966541395 154.46567853970001 92.316275283350009 247.65401887280004 62.041548276350007 93.469623821300004 192.44445991605002 13.602243858600003 85.990333302400003 85.799452775150016 190.78889055330004 13.304953393500002 22.514947350300002 93.077108934250006 42.33967733730001 199.01127796720002 296.81449678410007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 5 9 -4 -5 7 -7 8 -2 12 11 -11 -3 -9 -15 -16 -17 18 19 -1 -21 -19 23 -20 25 -23 27 28 -26 -30
right_child=1 2 3 4 -6 6 -8 13 -10 10 -12 -13 -14 14 15 16 -18 21 22 20 -22 24 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.010491961352024529 0.0075837992212701797 0.0050315483639799489 0.0078070594691401034 0.0041681995417574367 -0.003919322789559504 0.0011190978723715252 -0.0089877567948732535 -0.00309549940409856 -0.0021609785920926848 -0.093606660477139836 -0.00041982824975606817 -0.00026135436066324042 -0.00073121743847187799 0.00056013726259565913 0.0010443278879625089 -0.0080074365255986425 0.00017556053000940567 -0.0041361143742939628 0.0026161800302495642 -0.0013217705732651711 0.0053710629525190933 -0.0011256916692545041 -0.0027729823419144423 -0.0023560920693014471 7.3650974400337978e-05 0.0084847268778261691 -0.005158009978295356 -0.0037494256606122704 0.063796740950953598 0.001963875664541041
leaf_weight=0.59730117472638822 0.5549114695329338 0.57980578828229823 0.5966513217693431 0.54290093814676144 0.52477399036391625 0.51410452815252827 0.55869445727785205 2.0971151343110677 0.51741205095986231 0.039155453397029971 1.5197143405491211 0.53309975552822231 0.87603120949782909 3.570725261924963 0.51380260947735212 0.54598109864309641 0.50604635877425608 0.55357753154026923 1.0381670971576831 1.0279247800827418 0.54828686128166726 1.0419686762221818 1.0508808157792373 0.50895776421205963 21.676798936497207 0.56192007440949954 0.53051456669129393 0.53559199753519493 0.015433839064315502 0.6263824293333986
leaf_count=37 36 106 62 30 52 21 35 39 22 23 35 300 183 39 15 29 29 189 86 17 51 75 28 30 1835 41 23 74 17 1074
internal_value=-1.50733e-06 -0.000472583 0.000517724 0.00292266 0.000193093 -0.00102293 -0.00414437 -0.000619768 0.0028818 -0.000610464 -0.00212362 -0.00664833 0.00156388 -0.00113884 -0.000339993 -0.00239265 -0.00407125 0.000225236 0.001353 0.00361307 0.00100634 1.45588e-05 -0.000537795 0.000980451 0.000106509 0.0022413 -3.99098e-05 7.88967e-05 0.000170767 0.00345078
internal_weight=44.9046 14.5909 5.21213 1.66433 1.06767 9.37879 1.0728 8.30599 1.07232 3.54781 2.09197 0.572255 1.45584 7.23367 5.13656 1.56583 1.05203 30.3137 4.77152 2.17351 1.57621 25.5422 2.59801 1.54712 24.9886 1.60389 23.3847 22.8542 22.3186 0.641816
internal_count=4633 1056 791 144 82 265 56 209 58 647 358 323 289 151 112 73 58 3577 249 105 68 3328 144 116 3139 116 3023 3000 2926 1091
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=6 13 13 16 0 0 3 9 14 12 4 4 12 9 7 6 2 9 6 2 9 13 9 19 17 16 7 7 19 17
split_gain=0.000495526 0.00186942 0.00131869 0.00212209 0.00111509 0.00165536 0.000654855 0.000419808 0.00178396 0.00563324 0.00356424 0.00486568 0.00101966 0.000904526 0.000865651 0.00135149 0.00231938 0.000852405 0.00384185 0.00266701 0.00175345 0.00361484 0.00118021 0.00121641 0.00109812 0.00344436 0.0260493 0.0164247 0.0099576 0.00159789
threshold=5.0851188130000002 92.563613431350021 92.146902421150017 12.644970430600003 112.02536183765001 118.55293817840001 69.085308578100012 199.17419511990002 129.42733769190002 74.22129117770001 150.69347026435003 156.40313730310001 82.088033630950022 199.39609444495002 23.393539929150005 16.435384010100005 187.91736117530004 197.47612518640003 16.455384477450004 100.00310400885002 195.97407267990005 117.59047016770002 197.89372115420002 12.651020723000002 197.02652249450003 22.614947116400003 23.822419043000004 23.209106085000005 14.551174033150001 193.44542285585001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 17 -9 -10 -11 -12 -13 -14 15 -15 -17 20 19 -19 24 -22 -21 -24 29 26 27 28 -26 -2
right_child=7 -3 -4 -5 5 -7 -8 8 9 10 11 12 13 14 -16 16 -18 18 -20 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.07960270513745131 -0.00031099219323332876 -0.10002067853455786 0.080489848108302939 -0.10001914286318142 -0.10001430874490336 0.034283842879320597 -0.0050460010827397279 -0.059024699223046623 0.099681771301315114 -0.061176017880594326 0.056287326960666566 -0.10000723546142823 0.0026099932658098239 -0.0001355861147970053 -0.00011716671704925116 0.0087312447617329276 -0.00034888685233167287 -0.0063547471893906447 -0.0094299157283917086 -0.0010522942729331978 0.0085975437216590563 -0.0024894054143775189 0.0001170767267179528 0.006852869339834926 0.055138201105855003 0.0026474815351970292 -0.00078733533219956452 -0.10108856944573022 -0.062147104767219644 0.0048020395334832005
leaf_weight=0.0023784064147504003 14.530288381720187 0.0023579271665825638 0.0016489730568309833 0.0023087702935757903 0.0017568192026873319 0.0019218208726967667 0.0014842376275794322 0.0050699657367648801 0.0057021984230257719 0.0094344693238807009 0.015512925348590723 0.0010140942105242292 1.5445984018733785 1.5253048248189598 19.934910867621895 0.59376269570157025 0.53458676000535377 0.56345174345003091 0.55027421067116211 1.0133992425592739 0.65952706594730048 0.53072999430122536 0.50371165103649651 0.57318145578119584 0.014154967979912884 0.52712679701653542 0.5480514036383326 0.045699818129909427 0.014815353011027654 0.63804882990775347
leaf_count=36 1475 196 19 115 136 238 69 11 4 21 10 28 15 20 1469 97 23 24 36 21 83 19 9 32 28 16 152 28 15 188
internal_value=-1.39019e-06 -0.0189088 -0.00227647 -0.0161322 0.00954989 -0.0298533 0.0470761 4.44728e-06 0.000287564 0.000300009 0.000276552 0.000300559 0.000264572 0.000268786 0.000108695 0.00180542 0.00442928 -0.000325929 -0.00182556 -0.000248734 -5.14999e-05 0.00365393 0.00139718 0.00370223 -0.000321776 -0.00330124 -0.00833676 -0.0637468 -0.00484122 -9.5915e-05
internal_weight=44.8962 0.013857 0.011499 0.00985005 0.00754128 0.00367864 0.00386264 44.8824 24.1699 24.1648 24.1591 24.1497 24.1342 24.1332 22.5886 2.65365 1.12835 20.7125 3.20402 2.65374 17.5084 1.19026 2.09029 1.07689 16.3182 1.14985 0.622722 0.0746701 0.0289703 15.1683
internal_count=4633 809 613 594 479 374 105 3824 1698 1687 1683 1662 1652 1624 1609 140 120 2126 122 86 2004 102 62 41 1902 239 223 71 43 1663
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=6 13 13 16 0 0 3 0 5 13 7 14 0 18 6 18 9 7 5 4 16 4 3 12 16 13 9 4 9 2
split_gain=0.000436075 0.00170389 0.00114716 0.00192355 0.000951941 0.00149081 0.000585652 0.000368375 0.0018961 0.0278838 0.000842228 0.00169562 0.0226312 0.00127523 0.0035149 0.00193347 0.00347665 0.00151555 0.000826998 0.00294383 0.00103543 0.000811916 0.0026247 0.000692752 0.000634099 0.00160954 0.0177732 0.00898944 0.017612 0.01292
threshold=5.0851188130000002 92.563613431350021 92.146902421150017 12.644970430600003 112.02536183765001 118.55293817840001 69.085308578100012 85.990333302400003 21.191508333600002 117.60122400020002 22.673598830200003 170.02574192850003 86.780739992750014 13.204116077450001 16.445384243750002 13.304953393500002 201.65416293750005 23.109894804950002 21.950234501100002 261.61825292320003 22.644947046300004 286.34948838025008 92.90235915575002 238.25888830085003 22.704946905950003 117.64961624655002 201.40496258350001 191.74731805145004 192.57902085675002 121.84632764400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 9 -2 11 -9 -13 14 -12 16 -15 -17 20 -20 -19 -21 23 -23 25 -10 27 -27 29 -29
right_child=7 -3 -4 -5 5 -7 -8 10 24 -11 13 12 -14 15 -16 17 -18 18 19 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.076494358279034752 -0.085134701620451669 -0.10001871214400782 0.077464266751701497 -0.10001732239388808 -0.1000129465427075 0.031223405109955905 -0.0045425656569247205 0.00050160262666341048 -0.00038672769102575253 0.036709476459880333 0.0023560283086700873 0.068955381646935487 0.00042040660713124926 0.009299051032429782 -0.008944575497524072 -0.005030661209256878 -0.001891012608374704 -5.7134954252377548e-05 0.0058918537571433748 0.0016714302050439705 -0.0044031183149582879 -0.0007654232757515339 -0.0070662391125783921 0.0036181508025030455 0.0014035213903905786 -0.098092952792885171 0.00092267255112121022 0.10018088137204595 -0.080437740596077487 -0.047003365710644493
leaf_weight=0.0022351291057532974 0.033234270501172669 0.0021335805552111795 0.0015474066544811657 0.0020890978599146237 0.0015896562849953 0.0019003715030101453 0.0014838771290044406 2.0376640361946463 6.1433646655464909 0.043191080643737223 0.54598782256007072 0.052957019447830933 0.53434704376349096 0.60972288437915156 0.55504174061934464 0.5935474087390088 0.50979355160961859 25.761183406175803 1.073431331446044 1.5752817219104147 0.56012900687346601 1.0031952505624135 0.57976052669619083 0.56274290735741761 1.5058482004019422 0.026138908355150758 0.5130995716117468 0.013692598324269056 0.027890964078380875 0.010566417374592296
leaf_count=36 34 196 19 115 136 238 69 39 813 24 29 32 228 54 23 81 5 1904 21 33 39 15 46 120 136 49 17 3 17 62
internal_value=-1.61015e-06 -0.0183288 -0.00225837 -0.0155259 0.00895876 -0.0285528 0.0441608 3.69095e-06 -0.000596994 -0.0162756 0.00014036 0.00186608 0.00660018 6.85005e-06 -0.00334074 0.000119123 0.00420344 -2.50762e-05 7.04078e-05 0.00127836 -0.000149619 -5.25489e-05 -0.00131822 0.000809879 -0.000451587 -0.000866377 -0.00584899 -0.05023 -0.0262398 0.0360723
internal_weight=44.8848 0.0129791 0.0108455 0.00929813 0.00720903 0.00349003 0.00371901 44.8718 8.31703 0.0764254 36.5548 2.62497 0.587304 33.9298 1.10103 32.8288 1.11952 31.7093 31.1157 4.79441 26.3213 3.72098 2.1457 1.56594 8.2406 6.73475 0.591388 0.0782889 0.05215 0.024259
internal_count=4633 809 613 594 479 374 105 3824 1155 58 2669 299 260 2370 52 2318 59 2259 2178 235 1943 214 181 135 1097 961 148 131 82 65
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=6 5 18 2 9 17 4 14 6 2 6 14 16 0 3 13 6 5 15 6 9 13 13 2 6 14 16 19 9 7
split_gain=0.000425712 0.000815964 0.00153373 0.00119472 0.0021897 0.00528115 0.000846578 0.0202967 0.0103253 0.0113832 0.00854536 0.00128832 0.000860599 0.00129483 0.000705714 0.000624609 0.000562834 0.00174035 0.00104527 0.00256374 0.0273203 0.00353806 0.00134804 0.00121814 0.0125624 0.00514318 0.00290823 0.00453154 0.00316441 0.00443932
threshold=16.465384711100004 22.825270530250005 13.531614672700002 86.916594916350007 199.17419511990002 195.44378352670003 233.57190478505004 192.18609222900002 16.565387047600002 125.02712973155002 22.560527123150003 231.05614023745002 22.604947139800004 85.882794977150013 93.394346993650018 117.57971633515002 16.425383776450001 20.852055640250004 42.33967733730001 16.405383309150004 205.73475031020004 117.56358558635002 116.86189801435002 197.03438354685002 16.395383075500003 296.81449678410007 22.644947046300004 14.451165964200003 223.65407503400004 26.500844050900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 6 14 5 -5 7 -3 -9 -10 11 -11 15 -14 -2 -8 18 -18 23 20 21 22 -20 -1 25 -25 27 28 -27 -30
right_child=1 2 -4 4 -6 -7 12 8 9 10 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=2.2393297961950917e-05 -1.9486386684394092e-05 -0.0008086494037856071 0.0054222190992746803 -0.011613067508129392 -0.00064282171712941576 -0.00027456802332958798 -0.0010958309892163665 0.07929766542290223 0.086341402147919105 -0.10045491227435224 0.10006257071182363 -0.03633928771073943 -0.00065737155992958915 -0.0062950516526629006 0.0041074759305800446 0.0038074432029200863 -0.0043966137527006836 0.0016601943368744791 -0.057754329325340081 0.0020821212543069823 0.00011941323218143093 -0.040476724586551202 -0.09954945347997407 0.057526707168385996 0.090660158351746956 -0.00014300185845360561 0.039892587262991427 -0.054603811323768903 0.093057292414864462 -0.029067150562338852
leaf_weight=22.814019467923139 1.5254074053272972 1.4178802435782372 0.5765093864711569 0.6760365857517171 5.5548787645240054 1.0469674624764591 0.51661220924796547 0.049374991310685235 0.0103339545866028 0.0095756682184933162 0.0032579918624833218 0.0046586796499319414 1.5381023436461592 0.55417076321282355 0.56887538368042934 0.52261447085326185 0.52215024254110076 5.1881565776368923 0.010666679993904804 0.52204640917628353 0.5161383234512984 0.026393733937766228 0.027907375074694096 0.016365428566424645 0.01645029173232615 0.5883777728091617 0.018429413830745034 0.015058697967674561 0.0083899065804047268 0.0046131825412487623
leaf_count=1995 27 262 81 53 97 22 135 28 23 113 2 7 80 34 66 26 33 172 25 30 51 18 55 34 6 982 30 30 8 108
internal_value=-1.63836e-06 -0.000445713 0.000558479 -0.0010032 -0.00160886 -0.00472333 -4.75825e-05 0.00191012 0.0518431 0.0031278 -0.0460323 -0.0794709 -0.000982256 -0.0021506 0.00110153 0.00136997 0.00021201 0.00110636 4.27974e-06 -0.00300407 -0.00757333 -0.0686885 -0.0879921 0.00014561 0.00435577 0.00217571 0.000748888 -0.000421374 0.000935365 0.0497305
internal_weight=44.8704 14.5753 5.20309 9.37217 7.27788 1.723 4.62658 1.49508 0.0772013 0.0278263 0.0174923 0.0142343 3.1315 2.09227 2.09428 1.03923 30.2952 5.71031 24.5849 1.10315 0.581106 0.0649678 0.0385741 23.4817 0.667685 0.651234 0.634869 0.61644 0.601381 0.0130031
internal_count=4633 1056 791 265 172 75 710 435 173 145 122 120 275 114 93 161 3577 205 3372 179 149 98 80 3193 1198 1192 1158 1128 1098 116
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=6 13 13 16 16 15 10 10 6 15 2 15 13 10 9 15 18 9 12 5 5 17 2 14 7 6 16 0 12 5
split_gain=0.000383316 0.00155602 0.000992883 0.00174431 0.000867112 0.000619981 0.000653344 0.000809955 0.000351887 0.000679946 0.001681 0.00140664 0.000934077 0.000830806 0.0013137 0.00428253 0.00132281 0.00124738 0.0287968 0.0167672 0.0150482 0.00896697 0.00614558 0.0121725 0.0021708 0.0038714 0.00106027 0.000515392 0.00789247 0.00239129
threshold=5.0851188130000002 92.563613431350021 92.146902421150017 12.644970430600003 12.504970757900002 12.38011581135 89.541786492700012 90.937096262400004 16.465384711100004 42.968808980200009 194.59788170430002 44.732387748900003 117.59584708395001 61.987779113750001 197.47612518640003 38.133874083650007 13.015629076450002 199.39609444495002 127.48316811305001 22.825270530250005 22.887221773600004 196.21449749970003 125.02712973155002 195.37489133290003 22.398098708400003 16.665389384150004 22.594947163200004 97.491557184450016 88.990743116650009 16.546942136250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 27 10 13 -11 -13 17 15 16 -15 18 -10 -20 -21 22 23 -22 25 -24 -16 29 -29 -2
right_child=8 -3 -4 -5 -6 -7 7 -9 9 11 -12 12 -14 14 26 -17 -18 -19 19 20 21 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.040459278506066579 0.0067279012399126762 -0.10001692558102054 0.07417743138275211 -0.10001567000185192 0.089156476728847273 -0.052355770036116571 0.093424242942969471 -0.022825925855598533 -0.00050158337097202556 0.0040994139253690727 -0.006129503431951535 0.00049373497097000103 -0.00401275395260742 0.0035550888299401766 -2.7956956746131079e-05 0.0094856548360902886 -0.0025915210169663162 0.00023301791780917311 -0.10091589649265392 0.10016961302465717 -0.10049468992703291 0.10013633200043447 0.058488181857472878 0.10006963491964414 -0.10049035120070125 -0.1002150191599247 -0.0036591400599599922 -0.10026260663854442 -0.00045277553385320062 0.00025840689515014463
leaf_weight=0.0013173767854320895 0.5859579902998594 0.0019335461690006559 0.0014591495022386889 0.0018902011089387827 0.0011148197190777864 0.0019913682373964292 0.0014883690083706824 0.0010033877585517992 1.5969615014323943 0.9366702462612001 0.56494335776633242 2.5393368579994804 0.56168152456528009 0.52338299923331044 3.5564031796267512 0.58056127309100691 1.0577003259758617 1.5210911486415168 0.045442302841365634 0.0089667232241481543 0.0059380378736975103 0.0039969841018319121 0.0026610501398494071 0.0061705645985057345 0.020011919317767024 0.0036391175909167295 1.0390550174051894 0.0079318390919914661 6.7818552573929933 22.89540660981087
leaf_count=44 95 196 19 115 5 151 16 263 178 41 171 61 88 21 110 25 35 54 11 2 69 1 23 10 9 132 15 53 1051 1569
internal_value=-1.22268e-06 -0.0177256 -0.00222448 -0.0148849 0.0083843 -0.0071396 0.0164989 0.0466123 3.59842e-06 -0.0004001 -0.000822913 0.000703291 -0.000322517 -0.000522278 0.000107317 0.00214033 -0.00055682 -0.00184557 -0.00371223 -0.0566654 -0.0175321 -0.0424132 -0.057243 0.00171323 -0.0843741 -0.0331823 -0.000848985 0.000197966 -0.000569374 0.000419848
internal_weight=44.858 0.0121982 0.0102647 0.00880552 0.00691532 0.0058005 0.00380913 0.00249176 44.8458 14.5746 10.5369 4.03769 3.10102 9.97198 6.7571 2.16164 1.58108 3.21488 1.69379 0.0968267 0.0513844 0.0424177 0.0384207 0.0121086 0.0263121 0.00630017 4.59546 30.2712 6.78979 23.4814
internal_count=4633 809 613 594 479 474 323 279 3824 1056 866 190 149 695 206 81 56 489 435 257 246 244 243 79 164 155 125 2768 1104 1664
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=3 6 19 16 19 13 9 7 15 19 12 5 5 12 16 18 18 10 17 6 6 0 0 18 14 5 12 12 8 13
split_gain=0.000468153 0.00837436 0.0120843 0.00567845 0.00873099 0.00404273 0.00387363 0.00360857 0.00208679 0.000652633 0.00462591 0.00702717 0.00571936 0.0103077 0.00141376 0.00202163 0.00116246 0.00160989 0.000636142 0.000583771 0.00158661 0.00105598 0.00117925 0.000574075 0.00263299 0.00122067 0.00114983 0.000876613 0.00208651 0.00334653
threshold=93.883646373400012 16.525386113000007 14.351157895250003 22.664946999500003 14.551174033150001 117.67650082785001 186.70853236170004 22.502236473750006 33.995989817300007 14.451165964200003 118.69549532925002 20.872540794500004 20.315138807500002 96.671604122700018 22.534947303500005 13.602243858600003 13.453871405300001 62.046925192600007 167.17143786700004 16.465384711100004 16.505385645700006 86.624809421150005 86.103248543850015 13.344136431100003 258.81881833755006 23.636018850950002 66.834523482800009 176.29076601355004 8.3434888241000014 117.71413924170001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 5 4 6 7 -4 8 18 19 11 12 13 -11 -12 16 17 -16 -2 23 -21 22 -22 24 27 26 -25 28 -1 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 14 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00077017807263884822 0.035313975583969003 -0.0003516063813824725 -0.020458031316898172 -0.1003704691516884 0.049340215392429644 0.099079279586257299 -0.10023998619880364 -0.10005393316154794 0.10007151170283538 -0.027581150816078422 -0.0038808268213027619 0.069807772985428604 -0.035584301194205477 0.089049784590364403 0.006589005340976512 0.0067284547970443108 -0.0015590832949610688 0.00035776517892070493 -0.041527539260140044 -0.0036025354162673761 -0.00090687883904017367 -0.0020566114972650341 0.0021184728185299276 0.042351669205708875 0.0075978455079083618 -0.004760894728582204 5.243888458482841e-05 -0.0022537809579349223 0.0096683724661096367 -0.0013696019024498878
leaf_weight=2.0477234707505505 0.0018870320002731741 2.4987350890753239 0.011032515216811589 0.020103381244439333 0.0092847779385281659 0.0067052860553715723 0.013572364554015781 0.0026996063534887108 0.0029577820335546789 0.014737787656486812 0.5740583805281857 0.024445752795145381 0.020914468914270401 0.015597260120557621 0.56930389667559289 0.61115782865726931 1.5533167996284101 1.5259380947391035 0.0025109266428195998 1.620371609204083 2.5451950145406954 2.0543918990922023 2.609221566512133 0.0064282132505323322 0.56029606497114759 0.53641160933665233 23.259158526729717 1.0184731481913329 0.60043218056671299 0.50627059349790215
leaf_count=60 106 647 13 37 19 7 45 38 3 14 56 19 11 28 48 108 30 24 69 42 41 54 34 6 52 58 2895 21 45 3
internal_value=-1.69821e-06 -0.00131226 -0.0352387 -0.0582644 -0.033287 0.0389367 -0.0644668 -0.00116858 0.035123 7.79603e-05 0.00116191 0.0256915 0.00464825 0.0323865 0.000777788 0.0014056 0.00051399 0.00205087 -0.00855715 -6.44649e-05 -0.000775061 -0.000139511 0.000624587 0.000155403 0.00116123 -4.46126e-05 6.4126e-05 0.000296984 0.00112055 0.00461896
internal_weight=44.8433 2.56949 0.0707537 0.053993 0.0338897 0.0167606 0.0246049 0.0100553 0.00735574 42.2738 4.90947 0.0756953 0.0512495 0.030335 4.83378 4.25972 3.64856 2.09524 0.00439796 37.3644 8.82918 7.20881 5.15442 28.5352 4.7332 23.802 23.2656 4.1729 3.15443 1.1067
internal_count=4633 984 337 114 77 223 58 216 178 3649 338 72 53 42 266 210 102 72 175 3311 171 129 75 3140 181 2959 2901 129 108 48
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=3 6 19 16 19 9 13 7 15 12 17 0 2 0 16 3 10 19 12 5 18 16 16 17 18 9 9 12 17 16
split_gain=0.000382991 0.00736929 0.0105774 0.0055053 0.00749177 0.00387452 0.00369778 0.0032244 0.00192607 0.000624173 0.000959742 0.000531696 0.000528302 0.00217204 0.0118554 0.00326648 0.000548952 0.000450939 0.00276924 0.00767183 0.00421399 0.000912151 0.00165529 0.000851798 0.00146098 0.000717401 0.00145154 0.00105152 0.00292427 0.00142314
threshold=93.883646373400012 16.525386113000007 14.351157895250003 22.664946999500003 14.551174033150001 186.70853236170004 117.67650082785001 22.502236473750006 33.995989817300007 175.541285848 167.17143786700004 85.769879735700016 125.02712973155002 85.121961326250016 22.834946602000002 108.28302812010001 55.887667615750004 14.451165964200003 118.69549532925002 20.872540794500004 13.141419083100002 22.534947303500005 22.594947163200004 199.89028782265004 13.453871405300001 199.17419511990002 199.39609444495002 87.111491403900018 183.32030055335002 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 7 8 9 -2 -11 -1 -3 14 15 -14 -17 25 19 20 -19 -20 -23 24 -24 27 -27 28 -13 -29
right_child=1 12 3 -5 -6 -7 -8 -9 -10 10 -12 17 13 -15 -16 16 -18 18 21 -21 -22 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0023023399770749336 -0.074422423230719278 0.00045410054768228199 -0.018487421661024891 -0.10033525878752413 0.045514285256048378 -0.10021712727014326 0.09885430500681415 -0.10004880321167098 0.10006243455092467 0.076586604045074419 -0.032915996616095837 0.0015999417783144065 -0.1002845137673188 -0.0013960323981576711 0.033198827666847855 -0.0256722693775947 0.060446630815170849 -0.035821500375970948 -0.0031061681142407829 0.071746757312456125 0.025927573028093249 0.0061271164474026116 0.001267741732269152 0.0039944600728097548 -0.0033062747654433755 0.0039059174568113701 7.7526615906889688e-05 0.00084466428900711399 -0.0088110700945311544 -0.0012286165202141297
leaf_weight=1.0411737092081086 0.0010623797732248613 1.9512683078644779 0.010990035005079335 0.018196350564863906 0.0090705435569448101 0.012283441778442761 0.0060803317454585235 0.0024428237317798557 0.0026765423954842049 0.0013958775730600337 0.0018762277900861157 0.53541438227764071 0.015672683107897739 0.5122065343097475 0.017123458289006521 0.001609409417636736 0.0013704696631826607 0.020149738527836969 0.57299970265330546 0.020664482821302954 0.024477074708556756 0.5762433912445778 2.0684706691154142 0.54909397253868508 1.0542106340981261 1.0409187938203128 20.393470357860316 5.4918891883975673 0.54382676870272029 8.3363845833710268
leaf_count=34 112 320 13 37 19 45 7 38 3 15 48 32 108 33 39 121 26 9 53 15 40 50 55 68 28 10 1372 1688 31 164
internal_value=-1.45774e-06 -0.00118785 -0.0341511 -0.0563329 -0.0315777 -0.0616233 0.0380174 -0.00111039 0.0333623 -0.00782498 0.0137977 7.05444e-05 -0.000316379 -0.00305992 -0.0268818 -0.0820372 0.0139345 1.41828e-05 0.000916118 0.0213726 -0.00195315 0.000639074 0.00114426 0.000362253 -0.000276437 -0.000107086 0.000263445 -0.000639844 -0.00364614 -0.000405215
internal_weight=44.8347 2.56533 0.0660746 0.0505404 0.032344 0.0232735 0.0155342 0.00945385 0.00701103 0.00433449 0.00327211 42.2694 2.49925 0.547983 0.035776 0.0186526 0.00297988 41.2282 4.88631 0.0652913 0.0446268 4.82102 4.24802 3.67178 3.12268 36.3419 21.4344 14.9075 1.07924 13.8283
internal_count=4633 984 337 114 77 58 223 216 178 175 63 3649 647 327 294 255 147 3615 318 64 49 254 201 151 83 3297 1382 1915 63 1852
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=3 6 5 13 6 10 10 6 15 8 19 4 7 17 9 9 17 0 12 14 7 16 13 5 15 5 7 0 2 14
split_gain=0.000314984 0.0064754 0.00996069 0.0098811 0.00919964 0.00350209 0.00453513 0.00163505 0.000851631 0.000446914 0.00044663 0.00577689 0.00596294 0.0105412 0.00222508 0.00100101 0.00245726 0.0346721 0.0268111 0.0103679 0.00410072 0.00777765 0.00354503 0.00269638 0.00219609 0.0271387 0.008214 0.00695202 0.00145701 0.0378737
threshold=93.883646373400012 16.525386113000007 23.058899572400005 117.66037007905001 16.415383542800004 62.046925192600007 62.057679025150001 16.395383075500003 42.80317728375001 8.2435668022500028 14.351157895250003 163.62029285410003 22.435297587800004 193.50449793755004 188.90361612170003 195.74493321760002 187.32964365115004 86.538778761000017 97.388883832800005 177.36626049935003 22.907491544400003 20.719951547750004 106.71565703005002 13.252098438300001 36.080675573650005 17.640922824350003 23.960918281000001 99.647700605050019 197.03438354685002 293.09468805300008
decision_type=2 2 2 2 2 2 2 2 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 5 4 7 -2 -7 -4 -6 -8 15 12 -12 -14 -13 16 -1 -18 -19 -20 21 22 23 -21 25 26 -22 -28 -17 -30
right_child=1 -3 3 -5 8 6 9 -9 -10 -11 11 14 13 -15 -16 28 17 18 19 20 24 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.8302035820977078e-05 -0.089786690753771575 -0.00028778740974041826 -0.004968274751093244 0.076686191744179275 -0.027109186068118487 0.10008338633778711 -0.022128599695876834 0.099837165752457144 -0.10017044498843429 -0.10005514851290571 -0.016819471775138397 0.0064832995208607344 0.10010654982762052 -0.0026140804015123164 0.00012175646342241485 2.0793292952895763e-05 -0.098778559787932332 -0.086386169506583482 0.062925012073728914 0.034499139383358933 0.080283206782226765 -0.075775349386110857 0.10006592947026186 -0.10007243482021724 0.00092248862443877798 -0.086921699632544883 -0.081054806484609929 -0.00071666790906594236 0.094729283227863018 9.1394495471040565e-05
leaf_weight=6.1870965586042068 0.024869750738511207 2.4974673370628926 0.0024175573683064338 0.012282051236390146 0.0018826558107019062 0.0024470768403261883 0.001044853791268543 0.0038736749112695534 0.010457332638416972 0.0024894209127523936 0.017369269742629423 0.57722614251451965 0.021913813077844679 0.018360379443038255 11.580539182562905 20.446195700630177 0.037866042538439948 0.037257277049709159 0.025209915026018215 0.0038583255087306645 0.012298966480898677 0.019475878776574973 0.0043425665353424847 0.0024245736653369931 1.5367329096268347 0.038949289569899292 0.010999046899236475 0.52015998403891661 0.04394058452453542 1.1237535379253865
leaf_count=707 33 647 78 17 30 1 76 8 86 8 21 53 8 35 479 988 23 28 19 70 51 7 3 20 35 44 67 531 7 453
internal_value=-1.55832e-06 -0.00107883 -0.0330648 0.00705317 -0.0388502 -0.0732636 -0.00456231 0.0595632 -0.0890238 -0.0770174 6.36709e-05 0.000573531 0.0321559 0.0532778 0.00042379 -0.000143585 -0.00106738 -0.00389768 -0.00227326 -0.000832056 -0.00157991 -0.0382299 0.0305887 -0.0174321 -0.00105931 -0.00628846 -0.000509528 -0.00238028 0.000217004 0.00365264
internal_weight=44.8252 2.55923 0.0617644 0.0309133 0.0186312 0.0308511 0.00598135 0.00629123 0.01234 0.00353427 42.266 12.2154 0.0576435 0.0402742 12.1578 30.0506 8.43667 2.24957 2.21171 2.17445 2.14924 0.0301013 0.0106255 0.0062829 2.11914 0.582407 0.543458 0.531159 21.6139 1.16769
internal_count=4633 984 337 219 202 118 85 86 116 84 3649 596 64 43 532 3053 1605 898 875 847 828 100 93 90 728 693 649 598 1448 460
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=9 6 3 10 15 12 8 0 6 19 16 6 18 15 13 13 10 7 0 18 13 16 17 10 19 9 15 9 19 17
split_gain=0.000322944 0.00434345 0.00508994 0.00287935 0.00568932 0.00208057 0.00204347 0.00172145 0.00160744 0.000959691 0.00511485 0.0016717 0.00189851 0.00140191 0.0012163 0.00109762 0.000733402 0.00100972 0.00241838 0.000933511 0.00198979 0.000927384 0.00126388 0.00143139 0.000870283 0.000782162 0.000785987 0.0006597 0.000573254 0.000483803
threshold=181.33671263215004 16.585387514950003 95.582751911850025 61.907125369850007 41.29990759910001 163.66964307765002 5.9453602998000008 85.683849075550015 14.815346158200002 14.451165964200003 19.744953827700005 14.055328400500002 13.317304170000002 25.716185026400002 101.66942111915002 105.21549739325002 68.327163385350005 22.958251375150002 104.03526427400001 16.115468395400004 83.654063187050014 11.864972254500001 176.44238483465003 74.927328095600004 11.450923895500003 36.083943265750008 21.761438576950002 58.084576609100004 13.351077205700003 194.19264200700002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 11 12 -9 14 16 -15 -14 21 -19 24 27 22 23 -18 -20 -23 -27 29 -7 -21
right_child=-2 2 6 7 -6 28 -8 9 -10 -11 -12 -13 13 15 -16 -17 17 18 19 20 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10011502571577142 4.0408115050206222e-05 -0.10026274790464973 -0.03659848205264539 0.044647417460852344 0.1000946450515013 -0.028328175327196982 0.10001126340233585 -0.058721113983433527 -0.10018218571151763 -0.00066938866395137059 -0.08038654890880291 0.097382420895738536 -0.069501017978811919 -0.012473274954999593 -0.10001483764226654 0.08647896284704773 -0.067413744753633098 -0.10002297959593326 -0.034238756869152571 0.034118496117861018 -0.079434245249975943 -0.010300930058185071 -0.10002333418649718 0.079204365461078619 0.063680530625507492 0.027786316481174807 0.094831661700523651 0.089368238244898243 0.041009438623681949 -0.043065365835365486
leaf_weight=0.0023138233221421398 43.714974009128689 0.0091810329904546129 0.0022212505592953133 0.0010078835869974049 0.0080386737827211618 0.0019341748842334194 0.0021595266180156614 0.0054654945353718168 0.003197628507236404 0.99729163880692795 0.0096341455428046174 0.0016998236121530388 0.0014199026935832739 0.0016828830905186712 0.0012509835463563315 0.0033573642394912895 0.0010986571464570724 0.0026640243924447313 0.0012094472912025367 0.0019783882558117583 0.00304736750963297 0.0022108533772615679 0.0012362840481330295 0.0016902829875187209 0.0036375797610617155 0.0038997911829028453 0.0031697914749404532 0.0011798021626390209 0.0031089473178134153 0.001377604750887329
leaf_count=30 2780 7 345 77 3 46 13 32 93 7 29 16 43 64 49 8 28 148 62 173 188 36 27 21 39 32 17 22 43 155
internal_value=-1.85926e-06 -0.00170739 -0.0579446 -0.000994481 0.0419395 -0.0216046 0.030744 -0.00162137 -0.0654726 -0.00136568 -0.0144898 0.000180115 -0.00379393 0.00451944 -0.00341635 0.0534399 0.000636098 0.00414273 -0.0135606 0.00496993 -0.0169396 0.0242257 -0.015861 0.0214466 0.0392474 0.0416127 0.0578475 0.0250473 0.0144166 0.00243522
internal_weight=44.7983 1.08337 0.0135618 1.0698 0.0153956 0.00735695 0.00438078 1.05441 0.00420551 1.0502 0.0529105 0.0432763 0.0415765 0.036111 0.0310708 0.00504025 0.0298198 0.0283999 0.0150942 0.0124302 0.00758316 0.0133057 0.00402522 0.00278894 0.00484703 0.00928044 0.00706958 0.0045358 0.00504312 0.00335599
internal_count=4633 1853 365 1488 122 119 358 1366 170 1196 1189 1160 1144 1112 1040 72 991 948 787 639 538 161 76 49 101 85 49 350 89 328
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=15 19 8 0 18 18 15 4 16 7 15 14 8 15 18 3 17 9 7 18 9 15 13 12 6 3 5 15 6 6
split_gain=0.000312364 0.00115064 0.00110181 0.000417433 0.000923955 0.00113196 0.0014215 0.00555105 0.00205773 0.00189603 0.00188824 0.00202647 0.00171907 0.00143892 0.000818989 0.000939685 0.000791334 0.000789231 0.000782028 0.00602749 0.016313 0.0128417 0.0080789 0.00849481 0.00096807 0.000777065 0.000768289 0.00141561 0.000811057 0.00075616
threshold=46.723315192750007 14.651182102100002 8.3434888241000014 85.990333302400003 13.087929333200002 13.193283301750002 41.195083317300011 286.93691744620008 22.594947163200004 23.756021375100005 39.864684991950007 129.42733769190002 8.6432548896500023 39.203018015350004 13.278511569200001 93.14163192940002 189.5403704096 185.62570708695003 23.365573965200003 13.480563334700001 202.05151640955003 31.445204138150004 113.0174028878 144.66294237600002 16.455384477450004 93.668569722950011 20.971847224900007 14.882823222300003 5.1351199812500008 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 25 17 -6 10 -8 9 -9 11 -7 -12 14 16 18 -13 -5 19 24 21 22 23 -21 -16 -1 27 -25 -29 -27
right_child=2 -3 -4 4 5 6 7 8 -10 -11 12 13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 26 -26 29 -28 28 -30 -31
leaf_value=-0.0043818845797117456 0.0005616125844183069 0.0044833212275381734 -0.0050050536901347096 -0.0002381596786373294 -0.0032190571605335994 -0.077895335982280489 0.010640553915923313 0.0062420868923562254 -0.0053991456693247989 -0.0022342965441305945 -0.0080340447225081303 -7.4165870841430169e-05 2.4430506986271593e-05 0.0051531001160157333 0.0025903315254279559 -0.0025350632993511187 0.0054042374920328807 0.0033388808397255541 0.00013243099924237545 -0.10025708070639668 0.086201658564210193 -0.084731967179461312 0.053973482415669474 -0.07050857910930268 -0.0034912010928245005 -0.0038853817864067824 -0.030997230086289341 -0.02643170062556241 0.053393860053579489 -8.6233568654807649e-05
leaf_weight=0.53234656025688121 1.0134539340430402 0.57721032048811949 0.54772597684019864 1.0100323212734204 1.0661496640159374 0.0033338979410498784 0.61204361837735843 0.53644916370944862 0.56632792391064857 0.51938964020927703 0.56079697502325732 0.51938955648069896 0.50140393390029203 0.5468873502926489 0.52973885984839764 1.5362402137134257 0.53551597009936813 1.5843877955921923 24.20379870576437 0.011868450802012265 0.011092808257672004 0.038433213253199483 0.01507080503506586 0.001298763879839627 0.51739263045601547 0.57303016713559163 0.0028371063011221062 0.0015121024642041911 0.0080433832043809161 6.1093619369974883
leaf_count=38 51 70 127 35 39 3 38 13 57 38 67 15 7 27 58 24 40 43 2546 66 14 30 9 56 6 222 40 55 71 728
internal_value=-1.76818e-06 4.84145e-05 -0.0013914 -1.16001e-05 0.00012955 -1.39555e-05 9.35725e-05 0.00252567 -0.00053607 0.00207237 -9.03467e-05 6.40379e-05 -0.0042301 7.31642e-05 -2.62963e-05 -0.000133572 0.00270691 0.00194631 1.20128e-05 -0.00255073 -0.0273612 -0.0432943 -0.00409762 -0.038338 -0.000414583 -0.000704939 0.0153369 0.0274479 0.0407619 -0.000412019
internal_weight=44.7926 43.2314 1.56118 42.6542 35.4394 32.845 31.7789 2.23421 1.62217 1.05584 29.5447 28.4825 1.0622 28.4791 27.9322 26.8773 1.05491 2.59442 25.3411 1.13729 0.0901566 0.0790638 0.0406306 0.0255598 1.04713 7.21474 0.0136914 0.0108542 0.00955549 6.68239
internal_count=4633 4455 178 4385 3397 3319 3280 146 108 51 3134 3060 74 3057 3030 2975 55 78 2951 405 341 327 297 288 64 988 222 182 126 950
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=15 17 4 18 7 19 18 18 17 4 12 16 4 15 13 14 13 9 0 18 16 9 2 16 5 13 6 4 18 0
split_gain=0.000315602 0.00464102 0.00459192 0.00416477 0.00487657 0.00261367 0.0328497 0.0136576 0.0134818 0.00383299 0.00164678 0.00094144 0.00148377 0.000890607 0.0027294 0.0358564 0.0127163 0.0341988 0.00469024 0.00898631 0.00351736 0.00173584 0.00165693 0.00151737 0.021473 0.00271557 0.00460669 0.00266873 0.0107568 0.0191299
threshold=23.884857921950005 162.04221493815001 143.58239362595003 14.295312909150001 22.580797808900005 12.651020723000002 14.380989918050002 15.454705336800002 198.26219854015002 327.2007166575001 258.77736187310006 13.534968349350001 323.22981966960009 28.579157549250002 107.92277473060001 202.57660084575005 109.47132661375001 197.00658341100004 95.217121606100008 15.181887866850001 18.714956236300004 66.544071737050004 73.064159960350011 18.764956119400004 18.428229854150004 106.57854566540001 9.8852309668500009 215.88508760445004 13.956123578150001 94.047642319350018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 -5 -7 -8 -9 -10 11 12 -4 14 22 16 17 -16 19 20 -17 -22 -2 24 25 26 -15 28 -26 -30
right_child=13 2 3 5 -6 6 7 8 9 -11 -12 -13 -14 23 15 18 -18 -19 -20 -21 21 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.091109395039321042 0.0056305681230088642 0.070422699170069325 -0.10001891097379355 0.00015900993393812927 -0.10118923562477074 0.0020930331513115534 -0.10184219975444112 0.10020216920992267 -0.081474964474986478 0.032683120867709733 -0.086224976970146611 0.033156294315266989 0.047899970104309561 0.079008396260094801 0.048210934872506467 0.095455097726178051 0.0050589103902700071 -0.095743058696858119 0.099588187727951819 -0.10017841157927077 0.049166105142673111 -0.10008195284503203 -0.00026140446003504963 4.9257321313914452e-07 0.083510505222241169 -0.089782354846075108 -0.10006299631118538 -0.0020260703135804481 0.10006551746967818 -0.10037572875585715
leaf_weight=0.0056709814628649316 0.53998965141363164 0.0090888569829975507 0.0015616525652622504 5.1959337383016369 0.0089338721506658642 0.50733506188492361 0.046988774550149603 0.0076369673770386717 0.014428361300659276 0.003694267408718587 0.0019847761601694139 0.0070131681478826646 0.0011986419022207428 0.0027317821547797596 0.026868417131467592 0.013029840282601013 0.56955584663567471 0.042778037022799253 0.041191293756128289 0.0036990502210869627 0.0016176204264866092 0.0015036530968615125 4.110568341895072 33.023511313827278 0.017281970853396444 0.03175689528688963 0.0030300715853854854 0.52270352625487426 0.0076941559091210357 0.012491865039919503
leaf_count=321 17 5 75 1227 34 5 72 14 112 43 54 177 11 22 13 59 169 50 5 8 27 39 288 1445 19 67 24 158 4 69
internal_value=-1.69049e-06 -0.000689146 -0.000600826 -0.000712186 -0.0454955 -0.000551753 -0.00691821 -0.0697611 -0.0112412 -0.058204 -0.0031796 0.0136851 -0.035786 0.000100822 0.00129912 0.00711951 0.000126694 -0.0402081 0.0803456 0.0404149 0.0726147 -0.0227332 0.000422729 -8.9886e-05 -0.00508347 -0.0783228 -0.0151625 -0.000178103 0.0256023 -0.023975
internal_weight=44.7835 5.81147 5.8058 5.79671 0.0206921 5.77602 0.580083 0.0727484 0.0257596 0.0181226 0.0117582 0.00977346 0.00276029 38.972 5.3508 0.700244 0.639202 0.0696465 0.0610415 0.0198502 0.0161511 0.00312127 4.65056 33.6212 0.59769 0.0375187 0.00576185 0.560172 0.037468 0.020186
internal_count=4633 2150 1829 1824 351 1473 246 241 169 155 317 263 86 2483 675 370 232 63 138 133 125 66 305 1808 363 113 46 250 92 73
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=6 2 4 6 18 19 8 9 18 13 7 17 10 9 5 2 5 13 10 13 7 17 3 7 0 18 16 12 3 15
split_gain=0.000296166 0.000637448 0.00353162 0.000858593 0.00136889 0.00078067 0.00143823 0.00089339 0.000951942 0.00131727 0.000833474 0.00550959 0.000805029 0.00128969 0.000660306 0.0148514 0.00255501 0.00354549 0.000635465 0.00204757 0.00119258 0.00194874 0.00180785 0.00359056 0.000710542 0.00064695 0.00291121 0.00120857 0.00103927 0.0007353
threshold=16.465384711100004 216.39684782960003 284.07887079910006 16.515385879350003 13.258241318650002 14.351157895250003 8.2435668022500028 204.99169312540002 13.344136431100003 117.71413924170001 23.322419822750003 185.54770736950005 61.987779113750001 192.39832633775004 21.252944829650001 111.53582144370002 26.429611911700004 121.22795401815002 62.041548276350007 117.57433941890001 23.109894804950002 186.34046889365004 93.216908757050007 24.068567769550004 85.990333302400003 13.304953393500002 22.514947350300002 66.834523482800009 93.077108934250006 42.33967733730001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 5 4 -3 10 -7 8 12 -10 11 14 13 -8 -2 16 -16 -18 19 -1 21 -21 23 -22 -20 26 -26 -27 29 -29
right_child=1 3 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 -17 17 -19 24 20 22 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0068734336976296155 0.0018458160613557336 0.00023611398097482517 -0.0084369216761764759 -0.0022673699889100224 0.0064206506367000251 0.0052593887477019293 0.00062440482337665826 0.0026362475409262955 -0.006532998440623646 0.00048646756949888986 -0.00014052475312479701 -0.011145924893030379 0.0012190924204741353 -0.0054382576078631749 -0.1006575174158184 0.00088522921958247239 0.089941958166664199 -0.10008938277266338 -0.0035753864059352037 0.0020970735521490115 0.010177802459981631 -0.0064098616237012115 -0.00030051393705616105 -0.0013470507010191995 -0.0011186620769117787 0.043494771538813953 0.0078386056572978605 0.00010113584531166444 -0.0044651796054782159 -0.0036581501191572047
leaf_weight=0.56768316828671928 1.0204641820674361 1.0178056948295693 0.55565568259447751 0.52302650305078735 0.55199347552090205 0.56474142215881773 0.91086278917600771 1.0548216459073954 0.56450883279103414 0.50785481254570186 3.0322041714516672 0.56895614276208295 2.5539012763056235 0.57073810898236843 0.01741507335235426 0.51917082626730604 0.001838596364905464 0.0021068750738777453 0.55052980454175227 0.51071300081434834 0.57513037393800936 0.56962708220719804 2.0181910155822607 0.5100805221736664 1.0411120711605146 0.006364246301322817 0.55695394218673744 22.248476538771403 0.53024400165679608 0.53275936586993466
leaf_count=101 14 21 43 149 56 39 48 79 37 7 27 30 38 26 97 292 46 7 189 20 18 43 34 33 75 7 41 2919 23 74
internal_value=-2.21514e-06 -0.000373084 -0.000644624 0.00124166 0.0024108 -0.000280454 0.000429355 -1.32639e-05 -0.000560413 -0.00320869 -0.00120549 -0.00272158 0.00014332 -0.00171104 0.000348949 -0.00247697 -0.0841957 -0.0115345 0.000176213 0.00123787 0.000473198 -0.00238835 0.00146934 0.00476079 -2.18674e-05 5.66494e-05 0.0020031 -7.67489e-05 -8.86443e-05 1.32216e-05
internal_weight=44.7559 14.5381 12.4452 2.09283 1.5698 11.8896 6.72743 6.16269 5.10787 1.07236 5.16216 2.12995 4.0355 1.4816 1.561 0.540531 0.0213605 0.00394547 30.2179 4.75143 4.18374 1.08034 3.1034 1.08521 25.4664 24.9159 1.59807 23.3178 23.3115 22.7812
internal_count=4633 1056 830 226 77 787 274 235 156 44 513 486 112 74 456 442 150 53 3577 249 148 63 85 51 3328 3139 116 3023 3016 2993
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=16 3 6 19 16 9 13 10 7 15 13 6 3 10 7 19 15 5 10 14 17 15 5 10 16 6 6 5 3 9
split_gain=0.000356655 0.000656974 0.00710973 0.00933054 0.00452461 0.00566796 0.00316522 0.00314268 0.00257084 0.00165136 0.000485654 0.000991409 0.00041621 0.000494111 0.00223002 0.00383558 0.000735263 0.00183422 0.000760367 0.0006437 0.00408718 0.0122401 0.00395084 0.00241074 0.00184675 0.0146049 0.0151443 0.00901963 0.00641873 0.00451948
threshold=22.764946765650006 93.883646373400012 16.545386580300001 14.351157895250003 22.664946999500003 186.70853236170004 117.67650082785001 61.93938686740001 22.502236473750006 33.995989817300007 116.56347916185001 15.635365317800002 93.82450029455002 61.987779113750001 23.164713644150002 14.251149826300002 46.674706678850008 24.225659292200003 61.993156030000002 272.02763708760006 188.27285108100003 25.262252389150003 14.72856291645 83.116371560950014 19.224955043700003 13.825323026450002 13.665319288000001 15.023351587500002 85.000980710400015 204.89606367675003
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 9 10 11 -3 13 14 15 -1 17 18 -15 -20 21 22 23 -21 25 26 27 -22 29 -27
right_child=-2 2 -4 4 -6 7 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 19 20 24 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00139434922733285 0.0023841698566674616 0.014688665533201313 -0.00074577702652731137 0.014092483743907279 -0.10026443979062423 -0.0065296259796160747 0.098489734165834758 -0.10016600228557582 -0.10003995312354599 0.10004721576264924 0.041206826066385323 -0.10002914455668413 0.0020247523622617921 0.0027525452097454921 0.00018039791068629843 -0.010203143759527793 -0.0035674228460125692 0.0059750472477656949 0.0001925239064738863 -0.10006750141081636 0.011451088862672222 -0.10042667312201914 0.05418742919093486 0.009601591031811213 -0.00051892802975486306 -0.008427012676719985 0.09948408619206725 -0.095557516207394749 0.026274690806446479 -0.1004944383783003
leaf_weight=0.53320450574426448 0.61777771612787447 0.0021196850902991211 1.8827161518825621 0.013428712604991233 0.015964271551936804 0.0050830101370138428 0.0051073739779781144 0.012157153987240488 0.0019995107182055327 0.0022106736835851848 0.0015918161161607713 0.0011686981721145866 1.0383769602540258 1.045055592432617 4.1057860582805432 0.61303255983239069 0.52985495288584772 0.5388874482787277 28.932026203281239 0.0034282662853261092 0.033093947058388085 0.015828392625451215 0.011836273850788892 0.004825970379916722 4.718157996386708 0.0067665519931665577 0.016118083960463991 0.010337238451960218 0.0067630937101021962 0.025146551723068455
leaf_count=16 120 116 510 16 39 8 8 56 40 3 24 52 33 15 67 58 61 38 1754 56 702 62 98 192 245 10 30 80 44 80
internal_value=-1.93389e-06 -3.53355e-05 -0.00183295 -0.035481 -0.0570909 -0.0346175 0.0354978 -0.0725587 0.00010626 0.0283459 -0.00413402 -0.0260823 4.74773e-05 -2.41699e-06 -0.000908357 -0.00480824 0.000130125 0.000185518 9.59417e-05 1.37646e-05 -0.00105209 -0.0346596 0.0171552 -0.0359477 -0.000801461 -0.0143726 0.016703 -0.0140185 -0.0622195 -0.0809733
internal_weight=44.7499 44.1321 1.94355 0.0608309 0.0466331 0.0306689 0.0141978 0.0172402 0.00909038 0.00709087 0.0048802 0.00328838 42.1885 41.1501 5.25202 1.14624 35.8981 35.3683 34.8294 33.7843 4.8523 0.0359189 0.0200905 0.00825424 4.81638 0.0982255 0.0595493 0.0434312 0.0386762 0.0319131
internal_count=4633 4513 872 362 119 80 243 64 235 195 192 168 3641 3608 141 74 3467 3406 3368 3353 1599 408 346 248 1191 946 812 782 134 90
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=16 7 3 8 3 7 19 2 7 18 19 4 4 9 5 2 0 8 4 16 18 9 10 16 6 0 3 16 12 9
split_gain=0.000299812 0.00132261 0.0010231 0.00909084 0.00449022 0.00849714 0.00357632 0.00421882 0.000508563 0.0124141 0.000331904 0.00788092 0.012866 0.000852263 0.000758931 0.00285513 0.000992298 0.00178765 0.000990686 0.000627105 0.00189192 0.00331153 0.00143847 0.00090084 0.00158579 0.00119728 0.00220251 0.00121405 0.000756884 0.000791846
threshold=22.704946905950003 21.698399695800003 93.883646373400012 8.2435668022500028 94.227769014100019 22.557405306150006 14.451165964200003 135.87377242040003 22.343045670750005 12.854871756700001 14.451165964200003 150.69347026435003 163.62029285410003 192.20980299475005 21.438877744300004 191.54391932205002 86.692020874450009 8.543332867800002 295.39139496705008 22.574947209950004 13.552878921100001 194.43273554075003 62.165217350350012 22.624947093000003 16.475384944750001 86.208098410950015 93.017962855400015 22.644947046300004 66.834523482800009 196.40176798710004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 6 -6 -5 -8 9 -1 19 -12 -13 -14 16 -16 -15 -18 -17 20 21 -10 -22 24 -21 -25 27 -27 -24 -30
right_child=1 -3 3 4 5 -7 7 -9 10 -11 11 12 13 14 15 18 17 -19 -20 23 22 -23 28 25 -26 26 -28 -29 29 -31
leaf_value=0.064591046689626994 -0.0011767995872709672 0.0047589719292839092 -0.0010002604700190202 -0.10024696927922135 -0.10024406802119644 0.066832426981535492 -0.011080114370433897 -0.10013727211675992 0.00094387287072947084 -0.00060319141130729757 -0.09432581986884149 0.077703934320516754 0.0041957599815476551 -0.0048483696713858444 0.0073550849588966162 -0.004430032103913171 -0.0017356955945076634 0.0049558619763825692 0.0016398688924740305 -0.00061570368584137848 -0.0037878986652938513 0.0093293012412676134 0.035959979325813664 -0.0010033191316722717 -0.0042171824512706501 0.0021007122187404162 0.0052569183346275299 -0.0027265492979372452 -0.0015435624302955549 0.0003031817161051806
leaf_weight=0.030934252104598658 0.87406800089320202 0.65795866105099776 1.0137630968595031 0.014338741482743556 0.0047454701844742439 0.0084897046440985946 0.017757075998815708 0.007594190243889797 2.5568235954916214 0.52330855396437048 0.0087005519017137045 0.021731949062086531 0.57658395108296279 0.52614875131985206 0.58999588455662877 0.52145651917089686 1.5250081741301076 0.54081572871655215 0.55515349033703387 5.0926304066355197 1.033865464785779 0.5772859878015878 0.0058658072801190944 4.0815742252146947 1.6088390265804262 1.043359081029849 1.0786469969461903 1.0406348336837252 2.7195157853392962 15.876742135226186
leaf_count=30 44 122 668 50 42 15 25 53 69 259 8 33 41 9 48 11 47 29 67 78 29 90 6 67 40 19 22 33 1256 1323
internal_value=-2.31986e-06 0.00137243 -5.10709e-05 -0.0031096 -0.0435132 0.00692717 -0.0603333 -0.037758 2.63575e-05 0.00303553 -1.37521e-05 0.000762343 0.000932682 0.000587629 9.91115e-05 0.00176393 -0.000971347 1.60992e-05 -0.00130009 -0.000116601 0.00020683 0.00248842 -0.000157336 -0.000644689 -0.00148032 0.000128336 0.0015888 -0.000309763 4.44428e-05 3.31139e-05
internal_weight=44.7343 1.53203 43.2023 1.06669 0.0529252 0.0132352 0.03969 0.0253513 42.1356 0.554243 41.5814 4.8656 4.85689 4.83516 4.25858 1.66661 2.59197 2.06582 1.07661 36.7158 22.7701 3.13411 19.636 13.9457 6.70147 7.24422 3.16264 2.08399 18.6021 18.5963
internal_count=4633 166 4467 853 185 57 128 78 3614 289 3325 293 285 252 211 126 85 76 78 3032 2773 159 2614 259 118 141 74 52 2585 2579
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=15 16 2 5 15 2 4 0 19 5 13 9 9 9 2 3 15 19 18 18 7 15 16 19 15 13 14 13 9 0
split_gain=0.000299902 0.00505584 0.00739647 0.0059959 0.00484171 0.00281309 0.00163602 0.00146474 0.00104296 0.00103304 0.00534438 0.0027692 0.00114449 0.000874373 0.000930031 0.00179084 0.000648828 0.00142548 0.0286693 0.0133571 0.0111545 0.00252983 0.0010465 0.0009047 0.000663155 0.00222001 0.0328308 0.0110721 0.0306013 0.00418526
threshold=19.846565044850003 14.504966081100003 138.24741514690001 13.713273242250002 17.319441631400004 186.79363985910004 275.83115341155002 95.988709089550014 12.250988447150002 13.153721664750002 98.255079293500017 72.978853106700015 66.544071737050004 53.361180680650008 207.58106365020004 85.000980710400015 23.884857921950005 12.651020723000002 14.380989918050002 15.454705336800002 25.290974689350005 20.734744936600006 15.404963976500001 12.451004585100002 28.579157549250002 107.92277473060001 202.57660084575005 109.47132661375001 197.00658341100004 95.217121606100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 6 -4 -5 -6 -7 10 11 12 -1 -8 -15 -16 17 22 -19 -20 -21 -22 23 -2 25 -18 27 28 -27 -28
right_child=16 2 5 4 7 8 13 -9 -10 -11 -12 -13 -14 14 15 -17 24 18 19 20 21 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0037764481013962273 -0.00064219169586606406 0.086094751762074262 -0.083023565025309845 -0.1000217769748763 -0.0064511469211337869 0.060814051893850564 0.091758252114393687 -0.10016444453753742 -0.023962466095475834 0.0011707064339186652 0.082047511840712642 -0.10003441184495637 0.10001372532850283 0.07257744166429142 -0.066094294870851514 0.083447688698606859 0.00034194571416797033 0.0019311290739157294 -0.10167878393571038 0.078716397999793547 0.017637109952180024 -0.10006115261039424 0.002231727150982393 -0.0051527056201672019 -7.3196655020416605e-05 0.044435563701183595 0.040624389858465976 0.0044622573628387086 -0.095184397971078194 0.099446920532052507
leaf_weight=0.010060211689877141 2.5544155013272047 0.01647114453041959 0.0043589496908058569 0.0011547096636125367 0.0019391714462653207 0.0032542949132476906 0.0016631263433737331 0.011920415336270196 0.002619083099837439 1.0145735704769547 0.0091578276842483319 0.0030653242683585944 0.0011878743534907707 0.0015914297223531548 0.0025335090702327534 0.0011709243729915927 4.6457625528204973 0.51333035221142687 0.042341755673763082 0.0091576060751492605 0.0023724779625808887 0.0079314077993331011 1.0459122684253888 0.53841513110905292 33.592438526620036 0.026261648706516039 0.017896743275030103 0.56759643644458446 0.039026092228596099 0.03731737112684641
leaf_count=601 190 51 39 82 51 14 10 94 36 37 18 342 3 25 32 36 305 119 62 23 11 87 162 25 1808 13 133 169 50 5
internal_value=-2.04517e-06 0.00163888 0.0446133 0.000556291 -0.0511366 -0.02216 0.0102138 -0.0870525 0.0230101 0.00165052 0.0223913 -0.0157772 0.0071845 0.0285053 0.00864115 -0.018826 -4.29073e-05 -0.00115094 -0.00581583 -0.0701611 -0.00158921 -0.072961 -0.000502696 -0.0014274 9.12731e-05 0.0011271 0.00642812 -2.36418e-05 -0.039023 0.0803806
internal_weight=44.7269 1.08672 0.0267035 1.06002 0.0219733 0.0102323 0.0081137 0.0138596 0.00587338 1.03804 0.0234712 0.0143134 0.0112481 0.00695899 0.00529586 0.00370443 43.6402 4.71388 0.575134 0.0618032 0.0194615 0.0103039 4.13874 3.09283 38.9263 5.33386 0.688098 0.632884 0.0652877 0.0552141
internal_count=4633 1471 140 1331 330 89 185 145 50 1001 964 946 604 103 93 68 3162 679 302 183 121 98 377 215 2483 675 370 232 63 138
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=9 8 10 7 19 19 16 4 16 12 8 10 8 6 10 3 18 13 0 7 16 15 19 16 19 9 5 18 16 3
split_gain=0.000283106 0.00348009 0.00103863 0.00375406 0.00117743 0.00109415 0.00446873 0.00149875 0.00134854 0.00113871 0.00154758 0.00140853 0.00105986 0.000936911 0.00091407 0.00214249 0.00104724 0.00105094 0.000920072 0.000772945 0.000751204 0.000714729 0.00080711 0.000579779 0.000522203 0.000665156 0.000522055 0.000473596 0.000360667 0.00113196
threshold=181.33671263215004 8.1436447804000007 61.885617704800005 22.276766275150006 13.851117550450002 14.451165964200003 19.134955254150004 208.25848595475003 17.614958808600004 211.51213392550002 1.3489472949000001 70.077349628250019 1.3489472949000001 2.7350639043000005 78.290589216800015 83.613736315050019 16.161386252450004 89.598244113450008 94.985914206850012 26.614251743050001 8.1899808482500021 17.480288512750004 12.350996516100002 15.954962690350003 13.351077205700003 66.544071737050004 30.922794813800003 16.352301071400003 22.704946905950003 93.883646373400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 24 6 7 -4 9 10 19 23 13 27 15 -14 -16 20 21 -9 -18 -17 -23 -12 26 -26 -1 -11 29 -2
right_child=28 -3 5 -5 -6 -7 -8 8 -10 12 11 -13 14 -15 16 18 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.007160838172759496 4.257020796713404e-05 -0.046046345440805457 -0.071501074799347586 0.10000240900330876 -0.10006796381275235 -0.00050915833573612771 -0.070628294812042289 0.073048127942404034 0.059768424557299277 0.052860354015292668 -0.043617594149560956 -0.1000132863244589 -0.079516654683940008 -0.10000882761605112 0.084381992753674001 0.04721410890841729 -0.029304730554208364 -0.073518441645612845 0.088279782384165839 -0.027738874746308706 0.063682388238522458 -0.10002548269298453 0.018800528363226699 0.056781328234637801 0.060584423336513551 -0.021957306513742916 -0.07687936906758068 -0.037647530427184911 0.0015523060708379256 -0.0045082204699526387
leaf_weight=0.0017772349751645558 41.561616823899364 0.01733617775607843 0.002660924456443183 0.0045851387651048023 0.0012985695999565561 0.99704289552755654 0.011409637354518054 0.0016618088386533003 0.004163100032251065 0.0010381673805568417 0.0013346724489806672 0.0035865115286743965 0.0025057471116625152 0.0014413049665549238 0.0037534752448920017 0.0020920016558468729 0.0012087559949236493 0.0010630406696350292 0.001885507700535527 0.0014036213389148067 0.0030889352555050209 0.0010192443542536012 0.0013015995160776672 0.0010107784689239452 0.0024023207143812897 0.001644661402696812 0.0012654968674738129 0.0013047337651528323 1.516711632452824 0.55386841458506708
leaf_count=176 2414 20 243 7 70 5 37 73 35 5 52 231 59 146 24 26 47 26 11 103 28 23 34 15 29 76 60 192 152 214
internal_value=-2.23938e-06 -0.00160445 -0.000876886 0.0272439 -0.0125268 -0.00122567 -0.015825 0.000838696 0.00636004 -0.000882471 -0.0307938 -0.0606074 0.0115181 -0.0365692 0.0216738 -0.00130667 0.0438723 0.0155082 0.0298085 0.026899 0.0375291 0.00482508 -0.0333843 -0.000350405 0.00350744 0.0270401 -0.0277922 0.00245759 3.72827e-05 -1.72781e-05
internal_weight=44.7085 1.07629 1.05895 0.0129734 0.00838828 1.04598 0.0489336 0.0375239 0.034863 0.0306999 0.00899739 0.00593196 0.0217025 0.00378421 0.0179183 0.0088041 0.00911421 0.00536073 0.00629835 0.00306543 0.00429769 0.00441285 0.00232084 0.00234545 0.00708971 0.00404698 0.00304273 0.0023429 43.6322 42.1155
internal_count=4633 1853 1833 418 411 1415 1410 1373 1130 1095 474 298 621 343 278 153 125 101 94 176 75 83 57 67 341 105 236 197 2780 2628
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=19 10 15 18 0 16 2 16 13 17 9 15 16 0 2 5 5 17 17 12 9 7 18 10 16 10 12 2 2 15
split_gain=0.000272973 0.00126497 0.00709319 0.0164623 0.0102927 0.00578428 0.00549981 0.00548891 0.00281829 0.0283981 0.0377196 0.00247367 0.00358308 0.00225008 0.00213991 0.00186732 0.00499058 0.00156306 0.00133844 0.00106241 0.0203591 0.00698886 0.00615179 0.00095627 0.000601431 0.000470973 0.000439672 0.0209055 0.00237862 0.000980684
threshold=11.750948102400001 75.629015667650023 22.248428019100004 15.957401718700002 97.789976036950009 14.334966478600002 186.79363985910004 14.184966829400002 104.19926021995002 183.58889821140002 209.24553857890001 20.343341900300004 14.969964993700001 98.752444047600008 229.44804549725004 15.839549529050002 15.479362323100002 243.29790314680005 194.75204781875001 111.90336595095002 214.65309737590005 24.799466712900003 15.288668002700001 75.085947125300024 14.224966735800002 75.806453904250006 148.96091148645004 129.01927736685002 120.31044416595002 33.423812040500003
decision_type=2 2 2 2 2 2 2 2 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 8 3 -3 -5 7 11 17 9 -2 15 12 -7 -8 -15 16 18 -6 -11 -4 21 22 -21 26 -1 -23 28 -28 -10 -29
right_child=1 2 19 4 5 6 13 -9 23 10 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 25 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00021948902371702532 -0.0022060568851564781 -0.096510837474370503 2.1959909400268107e-05 0.09329049471780225 -0.094613531689583696 -0.10007850067148526 0.10003487807808349 0.095331640244413707 0.00022798309362171876 -0.07972357718016522 -0.077232295902053841 -0.10025394152017725 0.031082604274971622 -0.10005559832681912 0.044723282976345265 0.096964906634721792 0.10015002996964553 0.050281113668735888 0.032796865973025148 -0.10008189388332063 0.00016778621909864768 -0.068181538488564161 0.098956894775716564 -0.002485880716629852 0.0039997560932707255 -0.1002854511901741 -0.060503814873208772 -0.0040127372514827059 0.0068259612356561337 4.2483028196274471e-05
leaf_weight=2.0450068378112172 0.51509915890562796 0.02622871025383533 1.5179746048957823 0.009824591965525542 0.002742307062945315 0.0038822382004681799 0.0028182538226246825 0.0067755638024209475 14.723960868852233 0.0025064444366336503 0.01661985190003179 0.012228458539993881 0.0044935547945215149 0.0017470250441000701 0.0024562700389765268 0.060490619485540208 0.0082889022705785464 0.0010219677103151525 0.0018282501611679436 0.0025887312729596648 0.509744462677304 0.0055310627794824532 0.0038805833635819909 1.5366466308655606 0.52992068270156956 0.026288319534202742 0.057382226129450653 0.6130531205976294 0.56744877833127461 21.885928578759849
leaf_count=1183 37 87 35 16 101 34 3 17 1060 40 14 31 16 16 32 42 16 30 20 86 69 5 17 33 53 98 27 378 133 904
internal_value=-2.05892e-06 -6.31494e-05 -0.00243173 -0.0328056 0.0020121 -0.0214848 -0.0455311 0.0415426 6.36172e-05 0.00683794 0.058753 -0.0715779 -0.0297115 0.0309015 -0.0154515 0.0896644 0.0546811 -0.0552759 -0.0322657 -0.00134059 -0.00511465 -0.0754407 0.0193104 -4.04172e-05 0.000997469 -0.0947049 5.88704e-05 -0.000221759 0.000472827 -6.80138e-05
internal_weight=44.7044 42.1295 2.14023 0.0742189 0.0479902 0.0381656 0.0276258 0.0105398 39.9893 0.604833 0.0897341 0.0206043 0.00837579 0.00702155 0.0042033 0.0731142 0.0126236 0.00376427 0.00433469 2.06601 0.548033 0.0382887 0.00646931 39.3844 2.57493 0.0318194 37.8478 22.5564 15.2914 22.499
internal_count=4633 3397 693 383 296 280 132 148 2704 169 132 81 50 51 48 118 76 131 60 310 275 206 103 2535 1236 103 2502 1309 1193 1282
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=9 14 15 6 0 18 19 12 17 9 14 17 14 18 0 9 17 17 9 15 17 15 2 16 19 18 0 3 5 10
split_gain=0.000289476 0.00102738 0.00287586 0.00695416 0.0113761 0.00937538 0.00465337 0.00300116 0.00205769 0.00145548 0.00515253 0.00289407 0.0152808 0.00978855 0.0288757 0.000976737 0.000940934 0.00119648 0.00152203 0.00114412 0.00104733 0.000921905 0.000972978 0.00703059 0.00847154 0.0144491 0.00633105 0.00569419 0.00244262 0.000733243
threshold=201.65416293750005 121.36406917505002 20.734744936600006 12.325287978400002 97.789976036950009 17.108018746400003 12.050972309250001 79.204428604100016 202.89510166150004 203.42345995920002 158.42666843175002 207.48293496715004 161.20841567470003 14.194363735100003 86.780739992750014 201.40496258350001 196.58703564235003 200.37850214585004 207.89602404040002 28.983869461100003 193.82504409230003 30.864223942000002 186.79363985910004 22.624947093000003 14.551174033150001 15.015859748200002 93.910530954700008 82.831394999100013 21.950234501100002 82.949687156850018
decision_type=2 2 2 2 2 2 2 2 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 6 -5 8 -3 -4 -6 11 -11 12 -9 14 -14 -1 20 18 -18 -19 -12 -21 -23 24 25 28 -27 -28 -24 -8
right_child=1 2 7 4 5 -7 29 9 -10 10 16 -13 13 -15 -16 -17 17 19 -20 21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00010242741476669022 -0.10004577777005697 0.091770982447769434 0.056730088245994362 0.095179789472430554 -0.10024418727997053 0.056135368159541926 -0.10003318865484662 -0.00011469261211146097 -0.033473577891701613 -0.085557882347693293 -0.00069039252552278475 0.001719685327303408 -0.08963047720068941 -0.06937862900542234 0.029667672162704745 0.0043780443427720462 0.00094983095015312505 -0.0045424766215629835 0.006982453451347969 0.0041572435282074636 -0.0053014379112524355 0.00033829432746802063 -0.10056451779667418 -4.515883116429624e-05 0.039487668767636999 0.098157176284044703 0.062560759357925252 -0.10026972577402549 -0.04663580232375298 0.0097942972427451994
leaf_weight=28.852617772644752 0.00103368770214629 0.01615066030374146 0.0091798857379207233 0.0088635617414669632 0.011393112538826244 0.007924433410899212 0.0014713348931252304 0.50098608616281015 0.0077583512429555404 0.0070656757008852314 5.1701068337723717 0.51446635378306382 0.032828105421824461 0.056871753773975797 0.05311908738076454 0.54437424352309349 1.5334506182825847 0.54387374172542724 0.57506858103761604 0.54803034449741961 0.54446575310566903 4.5505782361797174 0.027049635415323681 0.52274059878982371 0.012667878225329332 0.0072407371953886459 0.0038452247177929166 0.0048646244140257977 0.012180870054805837 0.0010358649236135165
leaf_count=3104 4 232 12 12 47 21 20 26 15 18 309 15 28 35 27 17 57 166 100 41 60 56 32 43 12 16 12 31 34 31
internal_value=-1.93767e-06 -0.000354904 -0.000348162 0.0225616 -0.00315308 -0.0353433 0.0720943 -0.000430287 -0.0731951 -0.00046476 -0.000184128 -0.00387207 -0.00834045 -0.0371951 -0.0158991 0.000181603 -0.000141213 0.000535982 0.00259514 -0.00016059 -0.00112972 0.000258308 -0.000157304 -0.00397597 -0.0342608 -0.0511911 0.0290595 -0.0283833 -0.0838199 -0.0546573
internal_weight=44.6833 15.2863 15.2853 0.0545973 0.0359395 0.0270759 0.0186579 15.2307 0.0191515 15.2215 14.0632 1.15827 0.643805 0.142819 0.0859472 29.397 14.0562 8.34159 2.10852 6.23307 5.71457 5.6892 5.14117 0.59059 0.067849 0.0551811 0.0159506 0.00870985 0.0392305 0.0025072
internal_count=4633 1512 1508 378 95 83 283 1130 62 1118 987 131 116 90 55 3121 969 600 157 443 369 277 236 180 137 125 59 43 66 51
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=6 13 13 16 0 0 3 17 15 12 5 9 7 0 7 7 9 17 15 13 13 2 17 5 19 15 16 19 0 9
split_gain=0.000276876 0.00113308 0.000691849 0.00144833 0.000770267 0.0011415 0.000464891 0.000273039 0.00400948 0.00526406 0.00744872 0.00277841 0.00212708 0.00108749 0.00609406 0.00381334 0.00189121 0.00103289 0.000908404 0.000720532 0.000823214 0.000797263 0.000709109 0.000548635 0.000522377 0.000446 0.00362637 0.00983484 0.00901405 0.0092045
threshold=5.0851188130000002 92.563613431350021 92.146902421150017 12.644970430600003 112.02536183765001 118.55293817840001 69.085308578100012 176.09745774210003 26.912781836550003 185.45355711640005 21.363989181350004 205.73475031020004 19.250086031950001 101.11291028615001 23.781511574300001 22.870118039000001 66.544071737050004 166.68115439205005 23.757825964000002 101.51349054760001 106.71565703005002 223.87650328090004 179.88087463185005 16.546942136250003 13.051052998800001 20.937157557000003 14.224966735800002 11.750948102400001 97.789976036950009 218.96512164950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 13 10 -10 12 -12 14 15 16 17 -2 24 21 -21 -19 23 -9 -18 26 -24 -28 -29 -30
right_child=7 -3 -4 -5 5 -7 -8 22 9 -11 11 -13 -14 -15 -16 -17 18 19 -20 20 -22 -23 25 -25 -26 -27 27 28 29 -31
leaf_value=0.073765142116607688 -0.05867791234385205 -0.10001222046894964 0.069338753034774187 -0.1000141755463036 -0.100009999475907 0.026481427110694372 -0.004282573023479958 -0.0002738117207022771 0.099915157449967831 -0.060880520485183567 0.035836104754823864 0.037219471010908438 -0.10013803764884899 0.0010217268818997298 -0.10016174257562867 0.099426947705561833 -0.059615279514018196 -0.057920943010442608 -0.10016659336192135 0.095895351827181119 0.013303327112591901 0.032780547850171884 0.00027356936870356923 -0.0049034739314436308 0.035186633550959724 -1.2591420435384302e-05 0.092206539029182771 0.086654910772736904 -0.062927465215517675 0.073004374180585446
leaf_weight=0.0018838079723449974 0.0017409103250797678 0.0014008909857110572 0.0011445120702546774 0.001558800213854461 0.0012748115561800333 0.0016201225846255163 0.0012829477304592274 0.50137459153910702 0.015199472282802273 0.0047559950239384188 0.0016602191028081137 0.006941834149372994 0.0037469165834842499 1.0154545790435379 0.0069184768653940401 0.0037687829305186318 0.0012627026991531417 0.0016947715356856463 0.0028341067572996703 0.0022414050399675034 0.0026144703331283381 0.0022633378794125747 0.51918979307094204 0.52295075251923206 0.0010769722020524952 41.984456698625721 0.016347334290912841 0.0087840735311175422 0.020512888086159364 0.006579203888321671
leaf_count=36 58 196 19 115 136 238 69 28 12 39 35 34 30 242 19 5 229 33 172 10 38 13 342 92 43 2220 15 25 79 11
internal_value=-2.3412e-06 -0.0165037 -0.00315673 -0.0140447 0.00806282 -0.0292203 0.0421457 1.41546e-06 0.00157644 0.0362727 0.0530453 -0.00464344 -0.0583882 0.000500642 -0.0195304 0.00908085 -0.0125672 0.0117101 -0.0620947 0.025613 0.0514267 -0.00605575 -3.74061e-05 -0.0026374 -0.0159772 2.51761e-05 0.00280014 0.0279185 -0.00137502 -0.029917
internal_weight=44.6645 0.0101659 0.008765 0.00762049 0.00606169 0.00289493 0.00316676 44.6544 1.07417 0.0323044 0.0275484 0.012349 0.00540714 1.04187 0.0264159 0.0194975 0.0157287 0.0105549 0.00517378 0.00881398 0.00485588 0.00395811 43.5802 1.02433 0.00233967 42.5559 0.571413 0.0522235 0.0358762 0.0270921
internal_count=4633 809 613 594 479 374 105 3824 1012 150 111 99 65 862 620 601 596 152 444 94 48 46 2812 120 272 2692 472 130 115 90
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=6 18 5 13 9 4 2 15 4 19 9 18 4 4 2 9 12 17 7 6 19 17 13 4 3 13 17 18 7 0
split_gain=0.000275508 0.00128796 0.0010814 0.000389709 0.000252216 0.00100826 0.0016355 0.000996479 0.00451966 0.00118891 0.00107269 0.00272878 0.000883967 0.0187985 0.00375032 0.000799737 0.00105865 0.00204973 0.000978657 0.0015509 0.000972621 0.0229467 0.0158929 0.00298732 0.00243342 0.00213363 0.0287754 0.0129469 0.00519522 0.00397404
threshold=3.6650856341500009 16.435318745950003 2.7155367820000005 77.973351157400018 201.65416293750005 143.58239362595003 59.078594408600004 45.484733152800011 157.77812180380002 14.551174033150001 203.42345995920002 15.835505265150003 160.20223982390002 169.78554988275002 72.043920985000014 199.89081775665002 87.111491403900018 183.32030055335002 24.176603375500004 13.990326881750002 12.751028791950002 183.58889821140002 101.12635257680002 310.6261364962001 79.47351079420001 109.47132661375001 202.72018094520004 14.1090729785 23.913271136350005 93.308316333500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 15 -6 -7 8 -8 10 11 -10 -12 -14 -15 16 17 -2 -17 -20 21 -18 23 24 -23 26 27 28 -22 -27
right_child=4 3 -4 -5 5 6 7 -9 9 -11 12 -13 13 14 -16 18 20 -19 19 -21 25 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.082239856067488362 0.0012818783950663346 -0.021591836874825444 -0.041867647158103705 -0.10000924032978625 0.02957068364373408 -0.10006626288720005 -0.1002267609687062 -0.0045336735987823026 -0.0076952686612785761 0.0043673335165086728 0.0039626055642987589 0.0021358779067266204 -0.084243339343084381 0.067833271300991024 -0.00010804115633508205 0.001862185636660159 0.00035556224394318252 -0.0074045413933333916 0.0023938195774096619 -0.0052140504592614306 -0.027240995481386795 -0.10011991890564127 0.095594184751421354 0.017141864446499011 0.053061660988141038 -0.00015244526593568143 -0.00012772980135667233 -0.085763417043582937 0.10005586047528824 0.0084021215071214666
leaf_weight=0.0015236591557398196 0.53453081825218418 0.0010004928339903962 0.0013020707430939638 0.0017288761903353489 0.01126997018081688 0.0016446779900424193 0.0045144470010701756 0.54635485095835257 0.62760969096643515 0.55953287864633772 0.52063077592663276 0.5131941834276178 0.026584903041633079 0.008129872806709737 12.448504373934249 4.6452080039907733 2.0431301702082685 0.55237269618491869 0.52495177035443752 0.5473256351863256 0.0080970746758145529 0.005662645754082229 0.042565042815557064 0.0081872143330729355 0.0012695668126738724 18.83101424714426 1.017372257645796 0.058681774447415957 0.0053075689503430121 0.55917101993099905
leaf_count=14 61 231 70 196 24 28 15 93 96 69 36 35 36 8 1061 61 614 42 54 40 72 141 42 156 33 1055 69 154 3 24
internal_value=-1.89479e-06 -0.0222706 0.0250522 -0.0712641 8.75578e-07 -0.000328835 -0.000350921 -0.000340171 -0.000184403 -0.000153688 -0.00033253 -0.0032727 -7.4595e-05 -0.000242972 -6.3699e-05 0.000172189 -8.4224e-05 -0.00313263 0.0012336 -0.00148949 6.25099e-05 0.00211166 0.0643108 -0.0237598 -0.0720662 -0.000147693 -0.00445379 -0.0655084 0.0231622 9.42499e-05
internal_weight=44.6584 0.0055551 0.00282573 0.00272937 44.6528 15.268 15.2567 15.2551 14.7087 14.7042 14.1447 1.1408 13.0038 12.4832 12.4566 29.3848 23.6674 1.0869 5.71749 1.07228 22.5805 2.10081 0.0576845 0.0151194 0.00693221 20.4796 1.08946 0.0720864 0.0134046 19.3902
internal_count=4633 511 84 427 4122 1501 1477 1449 1356 1341 1272 131 1141 1105 1069 2621 2466 103 155 94 2363 986 372 330 174 1377 298 229 75 1079
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=7 4 3 13 16 0 3 16 10 0 6 5 9 17 17 6 8 13 18 5 7 18 17 3 10 10 5 16 7 9
split_gain=0.00027564 0.00205426 0.00187963 0.0176965 0.0354396 0.0269879 0.00606616 0.00245271 0.00337896 0.00180861 0.0149311 0.0340263 0.00574227 0.00135007 0.00131844 0.00104824 0.0151297 0.00230514 0.00158145 0.00335584 0.00158771 0.00142542 0.00545236 0.0168055 0.0255924 0.0193825 0.00404628 0.00383691 0.0266504 0.0130474
threshold=24.384659815400003 157.77812180380002 84.812788641250009 113.0174028878 18.714956236300004 94.047642319350018 85.726864405600011 18.554956610400005 70.311245485600026 96.082805124100005 14.815346158200002 17.456790312050007 200.52256857420005 200.68261045605001 162.43086425485004 14.195331671650001 7.7439566930000003 104.55682515125001 14.442085364750001 17.513369806650005 24.277136467000002 13.988302431200003 183.32030055335002 86.26455603170001 66.859265246100009 66.235542959850008 20.556063402800003 22.454947490600002 23.209106085000005 193.00469145105004
decision_type=2 2 2 2 2 2 2 2 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 9 4 5 6 -4 8 -7 10 11 -3 -13 -5 -11 16 -1 -18 20 -20 21 27 -23 -24 25 26 -25 28 -17 -30
right_child=1 2 3 13 -6 7 -8 -9 -10 14 -12 12 -14 -15 -16 18 17 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00031881660657767451 -0.10029926940688434 0.056814529156526822 0.099885099699278612 -0.0039756597442852223 -0.10029813054276049 0.10005409092282057 0.015744703336405076 -0.10033630992568783 -0.10003871889439733 -0.10003255723800714 0.0865177854574843 -0.0043106501292767578 -0.10030682335340646 0.0031212476070267177 -9.4523956798076914e-05 -0.00024518872669785388 -0.042826063297802024 -0.10029137553001072 -0.00016973046257674868 0.0093454389629406762 0.0054139421728226951 0.00093913760711874486 -0.0024720984378714698 -0.011252011676047924 -0.10077013677415231 0.053497039789323089 -0.068902960315982378 -2.766419994658934e-05 -0.02526881581771306 0.072601815012351453
leaf_weight=0.52769199858507931 0.0020575578291727173 0.039022105448565436 0.020985937536125543 0.51724074111814367 0.053750071787419529 0.0015883350279182187 0.014481089818218607 0.015210326659143902 0.0018008118672625528 0.0013202184058503921 0.021766392443169025 0.0080635163110400754 0.027422846413429625 0.55639051920752536 11.822788063705543 0.6195976860131891 0.012369305201445968 0.01602274198376108 1.0174089082865987 0.58307271713927145 0.54540943980214152 1.5269187126851465 0.59354649604250653 0.019950216526922325 0.047368821130817196 0.031266404053894803 0.031234716169330802 25.869493729087438 0.016385391005314776 0.080746617772092577
leaf_count=491 4 15 23 38 96 1 30 12 109 150 10 15 62 111 1533 759 16 27 11 46 42 18 54 26 22 15 27 758 5 107
internal_value=-1.81075e-06 -0.000387305 -0.000371614 -0.00417621 -0.042797 0.0143676 0.0655308 -0.0831948 -0.00626455 5.46488e-06 0.0136562 -0.00762913 -0.0784937 -0.000297812 -0.000105683 0.000158358 -0.00414489 -0.075256 0.000235594 0.00329675 6.88479e-05 -3.22484e-05 -0.00244887 -0.00960046 -0.0421918 -0.00853818 -0.0464325 0.000172297 0.00738967 0.0560918
internal_weight=44.6424 13.1039 13.1018 1.18145 0.107817 0.0540665 0.035467 0.0185995 0.00338915 11.9204 0.0962749 0.0745085 0.0354864 1.07363 11.8241 31.5385 0.556084 0.028392 30.9824 1.60048 29.3819 28.8365 2.25029 0.723367 0.12982 0.0824513 0.0511849 26.5862 0.71673 0.097132
internal_count=4633 2209 2205 420 271 175 53 122 110 1785 102 92 77 149 1683 2424 534 43 1890 57 1833 1791 162 144 90 68 53 1629 871 112
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=9 15 12 12 19 4 7 18 6 9 19 6 0 15 19 8 17 9 2 9 6 9 4 7 18 8 8 2 16 12
split_gain=0.000256925 0.00100759 0.0010304 0.00124732 0.000905881 0.00314286 0.000927997 0.00157158 0.00305134 0.00263201 0.0150331 0.00997364 0.00115983 0.000699422 0.00164269 0.00137871 0.00126502 0.000643171 0.000555711 0.00201656 0.000555682 0.000925308 0.000777822 0.000544116 0.00216279 0.000931448 0.00945721 0.0141006 0.00160817 0.00452379
threshold=201.65416293750005 45.484733152800011 79.204428604100016 82.088033630950022 14.551174033150001 157.77812180380002 25.334697901700004 14.766942149300002 13.775321858200002 204.89606367675003 14.251149826300002 16.405383309150004 96.741477366050006 32.84618138455 14.251149826300002 8.7431769115000026 187.63270803470002 201.40496258350001 63.19085977000001 191.61296531520003 16.575387281250006 186.16747084260001 156.40313730310001 25.070284486400002 15.329371696850002 8.0437227585500022 7.943800736700001 110.58799860680001 20.674951653000004 103.28033049195001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 -4 5 -5 7 9 -9 10 -7 -12 -8 16 15 -15 -11 18 19 -1 22 -22 -20 24 25 26 -24 -28 29 -27
right_child=1 -3 3 4 -6 6 12 8 -10 13 11 -13 -14 14 -16 -17 -18 -19 20 -21 21 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.00094557389913603972 0.032008998905596241 -0.0045544503051297407 -0.10007541718802025 -0.1001965374873489 0.003754210029629649 -0.00041378900339525599 0.0048476126736929966 0.00088358060343822562 -0.0096798499655562538 -0.00011365707458466466 -0.0080329513512120681 -0.075127424114878438 0.00012711561911927155 -0.0073634151718176 0.0006770013865969465 -0.00012228037995758859 0.005802670547959729 0.0035865718595494327 0.023459651102766581 -0.0064681121016965859 -7.4156344012013011e-06 -0.0047850505565390326 -0.00060845825086729144 -0.0014977815420780614 0.0066755472377776504 9.9401342027443306e-05 -0.10047134210731951 0.0031341141931922399 0.00017492949194204487 0.0099256256516380703
leaf_weight=1.0254589771282336 0.0099385705921058998 0.54584984728653729 0.0012503497976766855 0.0031517377098236867 0.55947835615847985 0.55375810983787399 0.56890625278417761 0.52748389313273925 0.56780618752183898 1.0202399937199054 0.040632904137567039 0.04872089576383587 6.1170779050028115 0.5496004149774476 3.0697096253852578 0.5041302652646209 0.55965444903631567 0.54093929226884441 0.014541052167813429 0.57129712010270939 1.3779292874981788 0.57434729031756848 1.5556719973559214 1.538292256373526 0.54400655875996307 1.5881189845968067 0.023905083586214348 0.02916056709071313 19.31559859429349 0.6645848128987949
leaf_count=53 39 93 8 13 76 117 157 23 98 41 33 25 594 31 97 17 50 17 12 50 377 48 737 841 196 34 25 32 614 85
internal_value=-2.62274e-06 -0.000335658 -0.000179019 -0.000200794 -0.000192293 -0.000348545 -0.00032627 -0.00109449 -0.00459258 -0.000490773 -0.00655534 -0.0446168 0.00052878 0.000193071 -0.0004924 -0.00389908 0.00198212 0.000170308 0.000106193 -0.00170694 0.000212529 -0.00141297 0.00033809 0.00032478 0.000442971 0.000296682 -0.00202453 -0.0435382 0.000469817 0.0029983
internal_weight=44.6112 15.2474 14.7015 14.6916 14.6904 14.1309 14.1277 7.44174 1.09529 6.34645 0.643112 0.0893538 6.68598 5.70333 4.12344 1.05373 1.57989 29.3639 28.8229 1.59676 27.2262 1.95228 25.2739 25.2593 23.721 23.177 1.60874 0.0530657 21.5683 2.2527
internal_count=4633 1512 1419 1380 1372 1296 1283 532 121 411 175 58 751 236 145 48 91 3121 3104 103 3001 425 2576 2564 1723 1527 794 57 733 119
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=7 4 3 0 16 3 3 16 10 4 4 10 17 6 8 8 16 7 17 18 18 3 3 17 18 0 18 9 7 9
split_gain=0.000267625 0.00169356 0.00151319 0.0156765 0.0311367 0.0239845 0.00587254 0.00222082 0.00305503 0.00136797 0.00897847 0.00760307 0.000958899 0.000828092 0.0131025 0.00259616 0.00135168 0.0013557 0.000633309 0.00347701 0.0115517 0.0106328 0.00424714 0.000822928 0.000622363 0.00199575 0.00123503 0.00117702 0.00112941 0.00109175
threshold=24.384659815400003 157.77812180380002 84.812788641250009 91.625341543800019 18.714956236300004 85.589753040950015 85.726864405600011 18.554956610400005 70.311245485600026 162.32075757215003 177.83314668290004 75.806453904250006 200.68261045605001 14.195331671650001 7.7439566930000003 8.2435668022500028 15.344964116800002 24.277136467000002 200.85989963400002 13.900697602550002 14.215125380400002 88.813214339350012 92.316275283350009 199.73283952805005 14.804191144800003 100.19345760555002 13.900697602550002 54.842324361600014 22.557405306150006 39.44667418560001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 9 12 5 7 -7 8 -5 -3 11 -11 -4 14 24 -16 -15 18 23 -20 22 -22 -21 -18 25 26 29 28 -28 -1
right_child=1 2 3 4 -6 6 -8 -9 -10 10 -12 -13 -14 16 15 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.1000942448701361 -0.10024322834403697 0.0049423348912562629 -0.0033610686846656268 0.10004894175495729 -0.097496417914305911 0.099832387259012487 0.014931831811305009 -0.10030429337739231 -0.10003499120077503 -0.10024681093121356 -0.00012188046615340986 0.0035350627623124062 0.0026252811200333658 0.0052517041650059285 -0.10026717775518985 -0.037215424267335276 4.1731464994723204e-05 0.0050473995730140183 0.00051543319530732092 -0.082131277210818698 -0.027303199899542219 0.053314923161475382 -0.027085329121234278 0.0039863752234232048 0.00045624371133694643 -0.10015425486748129 0.0056320331944935869 -0.042678604609288247 0.096644202833733484 -0.013214640392810709
leaf_weight=0.0017273111649732673 0.0016980822547328902 0.52820334333972319 0.51728462663049934 0.0014374183956532552 0.049975643964700112 0.018948170701264644 0.014292448866399354 0.01377099753881339 0.001626752650087937 0.0165465282334466 11.354581173330081 0.012311249544330938 0.55430127290765085 0.52559567300176269 0.014742193027359463 0.011723534378688782 28.701984196786064 0.55202902784208063 0.51952704923678439 0.024915220460229648 0.0350143326029837 0.030707854744377983 0.032043689883714421 0.53879434783848523 0.50749480123786306 0.0025470708651642573 0.0028330279331270072 0.0018594732176069328 0.0026286115057585491 0.0088936397272529888
leaf_count=17 4 39 38 1 98 23 29 12 109 16 1699 31 110 148 29 14 1543 50 19 24 23 30 25 28 175 26 51 34 44 144
internal_value=-2.70593e-06 -0.000382868 -0.000369907 -0.00379899 -0.0416546 0.0140755 0.0633277 -0.0831717 -0.00617459 -3.26201e-05 -0.000263463 -0.0559716 -0.000264498 0.000155136 -0.00367535 -0.0723371 0.000223734 0.000136903 4.61917e-05 -0.00306017 -0.0182021 0.0103646 -0.0511638 0.000114416 -0.000233611 -0.0173206 -0.00556146 0.0260392 0.0494349 -0.0273441
internal_weight=44.6 13.085 13.0833 1.17164 0.100051 0.0500758 0.0332406 0.0168352 0.00306417 11.9116 11.3834 0.0288578 1.07159 31.5151 0.55445 0.0264657 30.9606 30.435 29.883 0.642208 0.122681 0.0657222 0.0569589 29.2408 0.527984 0.0204891 0.0179421 0.00732111 0.00546164 0.010621
internal_count=4633 2209 2205 420 272 174 52 122 110 1785 1746 47 148 2424 534 43 1890 1742 1692 121 102 53 49 1571 491 316 290 129 95 161
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=16 16 6 16 12 6 15 9 6 16 4 15 15 3 15 6 6 10 18 15 18 5 19 16 9 6 19 15 9 7
split_gain=0.000289291 0.00573524 0.0146234 0.0171858 0.0209274 0.0120251 0.00904237 0.00530904 0.00521308 0.00704207 0.00510765 0.00436499 0.00282182 0.00427244 0.00102573 0.00283844 0.0330106 0.0129327 0.0111286 0.00245498 0.00163607 0.000967685 0.000779648 0.000912699 0.0112709 0.0132854 0.00834408 0.00366852 0.000772626 0.000664246
threshold=18.634956423400002 17.244959673800004 14.355335410100002 18.369957043050004 108.01934997995001 11.215262042800001 28.983869461100003 212.20546459280004 14.935348962050002 18.594956516900002 143.58239362595003 24.673905035600004 28.094167143500005 84.522435163150007 31.264641197600003 14.825346391850003 15.045351532250001 66.52858489605002 13.988302431200003 32.355961258350007 15.125532671900002 17.640922824350003 12.851036860900001 15.484963789400002 202.86134752310002 13.665319288000001 12.651020723000002 21.132409465200002 187.24995708280002 24.040556609400003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 11 12 -8 -5 -10 -1 -3 13 -6 15 20 -17 -18 -19 -16 -2 -15 23 -12 25 27 -27 -25 -24 -29
right_child=14 2 3 8 6 -7 7 -9 9 -11 22 -13 -14 21 19 16 17 18 -20 -21 -22 -23 28 24 -26 26 -28 29 -30 -31
leaf_value=0.08809660799304464 -0.0044243880971170293 -0.065330456790931316 -0.10022778741222987 -0.10019047022043014 -0.10015586027018233 -0.098616921749499015 -0.10011615400433188 0.076036694683817879 -0.082562019969378689 0.099317242879024367 -0.00024983771100933467 0.083861756939653476 0.10038501544473072 0.095828114697649971 -0.0066511589435274731 0.067040692123062018 0.0035851239225736875 0.010906643298275292 -0.09157712481043849 6.804288121065002e-05 0.0016279850471619377 -0.0050818342031436793 -6.0288066227889698e-05 0.071939990986399832 -0.0005149676522952396 0.098060168874465059 -0.0036702899616239738 -0.032058063270286756 -0.0055305454235995664 -0.10012466310699977
leaf_weight=0.0065437410376077967 0.57117204293717483 0.0029627521891184005 0.0093221563248708783 0.015758307074741573 0.001857209936133585 0.032400348346413921 0.0046834889921285585 0.0026957453745382054 0.0049054302772768565 0.0037609075279760873 7.2303369443635672 0.0058003165149358438 0.028168223002909887 0.0044940842417418025 0.55324061683701486 0.082049906588508636 0.55429598034955374 0.017189334725117078 0.027622671750577865 31.752781853976444 2.0483978545798891 0.0012051508669974065 0.50350051429330622 0.0018337052703709675 0.53073687390235591 0.031851978760628952 0.010795185572819221 0.0018569020666205915 0.52997199048762234 0.0062908613468666275
leaf_count=3 79 76 33 136 3 95 45 10 78 6 1702 67 5 5 64 36 223 14 33 1247 30 137 118 19 42 88 23 69 122 25
internal_value=-3.33674e-06 -0.000510833 -0.0224103 0.00335227 0.0356299 -0.0705081 0.0650121 -0.0357649 -0.0659298 -0.00363236 -0.000218928 0.0334206 0.0858284 0.0315657 0.000124536 0.00180368 0.00755445 -0.000592393 -0.0522656 -4.70234e-05 0.000308323 0.0744899 -0.00028425 5.71539e-05 0.00386206 0.0480025 0.0723094 -0.0558517 -0.00286547 -0.0846121
internal_weight=44.5785 8.97173 0.118014 0.0768507 0.0524261 0.0411634 0.0431039 0.00737923 0.0244246 0.00866634 8.85372 0.00876307 0.0357247 0.00755645 35.6068 3.30073 0.681158 0.599108 0.044812 32.306 2.61957 0.00569924 8.84717 7.8137 0.583366 0.0526286 0.0426472 0.00998147 1.03347 0.00814776
internal_count=4633 2907 696 458 238 238 205 55 220 84 2211 143 150 145 1726 415 306 270 47 1311 109 142 2208 1968 266 224 111 113 240 94
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=15 4 17 19 18 18 17 2 6 9 9 2 7 5 0 9 10 18 13 3 0 10 0 7 0 12 18 12 15 9
split_gain=0.000239564 0.00333287 0.00312138 0.00152826 0.0254649 0.00993131 0.00923169 0.00308364 0.0015933 0.00180823 0.00136399 0.000804223 0.00274408 0.000647664 0.011902 0.0065157 0.00247934 0.000472193 0.00513312 0.0209591 0.0172784 0.0218278 0.015719 0.0115289 0.0111469 0.00452942 0.00338567 0.0297151 0.0108527 0.0164796
threshold=23.884857921950005 143.58239362595003 162.04221493815001 12.651020723000002 14.380989918050002 15.454705336800002 198.26219854015002 201.25557642380002 12.485291716850002 200.95377551580003 192.57902085675002 52.497771754550008 22.580797808900005 16.222050829800004 98.51854819030001 206.78020849415003 75.28220456885002 14.380989918050002 109.34496908160001 85.589753040950015 91.886121982450007 67.031326566450005 90.189704902150012 24.453757170650004 93.72771580185001 335.28495674395009 13.988302431200003 103.28033049195001 31.584168001000005 212.49340169810003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 13 -5 -6 -7 10 9 -9 -8 12 -2 14 15 -4 -15 26 -19 -20 21 22 25 -22 -25 -21 -13 -28 -29 -30
right_child=11 2 3 4 5 6 7 8 -10 -11 -12 17 -14 16 -16 -17 -18 18 19 20 23 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.067486020366116645 0.014500533052219941 -0.087547530547014765 0.095196613608435537 0.001458036157265184 -0.10153176178097245 0.10013795187658824 -0.0023073105277385542 0.060944600784441465 0.087366839787296702 -0.10004284068363818 -0.10005907119237667 0.00012594297683307836 -0.057928720222996881 0.00039077554291525789 0.00021723957191359638 0.0099811297271008102 -0.0072283284574627682 5.8189520357384306e-05 -4.2859076189830504e-05 -0.082641500378510674 0.093527952839411399 -0.10025315655267311 0.10004824273927618 -0.046810091954871957 0.072804868906859374 0.020197234563684545 -0.076041517831002464 0.034911981838913662 -0.041451528651199721 -0.00034953319384742559
leaf_weight=0.0071795908734201266 0.011150705798171567 0.0041344437083362653 0.020433487473597522 0.51030205095791581 0.035547073913897886 0.005261181555397342 0.0017077424356415358 0.0012011063331556224 0.0018054087295240606 0.0016646860291302801 0.0086973156073089086 28.087481076200966 0.0098527390218805522 2.0232553772022843 2.5804457062379078 0.015997521142708138 0.54138140519142997 8.7514530662302299 0.54199197599700788 0.0084936669866237935 0.061918778944345831 0.016080007691925857 0.019790400976489764 0.014112870301914882 0.017391755256539909 0.0086388319978141226 0.056519652902351392 0.075292253006292387 0.10794612951244165 1.012716152008579
leaf_count=5 32 321 44 125 72 14 17 18 4 32 84 1372 11 240 1125 13 36 556 28 23 15 21 33 32 24 19 45 68 179 25
internal_value=-2.89251e-06 -0.000604739 -0.000689732 -0.000627253 -0.00556012 -0.0696455 -0.0139127 -0.053713 0.0137853 -0.03257 -0.0840154 8.64366e-05 -0.0194761 -8.82362e-05 0.00101856 0.0577769 -0.00121758 9.70318e-05 0.000712214 0.00902643 0.0425961 -0.00300975 0.03934 0.0684702 0.0192219 -0.0307865 -0.000100897 -0.00518793 -0.00183946 -0.00430862
internal_weight=44.5598 5.75901 5.75183 5.7477 0.566187 0.0558845 0.0203374 0.0150763 0.0046712 0.00286579 0.0104051 38.8008 0.0210034 5.18151 2.61688 0.036431 2.56464 38.7798 9.43987 0.688418 0.146426 0.0530029 0.0369229 0.0934234 0.0315046 0.0171325 29.34 1.25247 1.19595 1.12066
internal_count=4633 2150 2145 1824 366 241 169 155 54 50 101 2483 43 1458 1182 57 276 2440 751 195 167 96 75 71 56 42 1689 317 272 204
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=0 14 5 6 6 6 0 6 10 5 5 17 6 6 0 16 7 17 9 15 9 13 16 18 18 18 6 18 6 2
split_gain=0.00023146 0.00959151 0.00166445 0.00277352 0.0124826 0.00756521 0.00101337 0.000721332 0.000594867 0.000578017 0.000961172 0.000546177 0.00155705 0.000454634 0.00120528 0.000812314 0.000368628 0.0021279 0.0113369 0.021379 0.00821651 0.00510465 0.00384001 0.00325701 0.00613004 0.00158553 0.0034204 0.00309453 0.0196194 0.0149595
threshold=97.491557184450016 170.24900367605002 16.546942136250003 14.235332606250003 13.825323026450002 12.535292885100002 97.615226258450022 9.1452136764500018 75.499969677400017 16.904667913650005 17.456790312050007 183.32030055335002 13.990326881750002 13.665319288000001 99.524031531050014 15.404963976500001 24.384659815400003 200.85989963400002 200.77913281735002 28.579157549250002 212.49340169810003 109.58961877145002 22.644947046300004 14.780131328250002 14.804191144800003 14.349689277800001 14.745344522600002 13.956123578150001 16.245379570700006 82.092636011950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -3 -1 9 11 -11 -4 -13 14 -8 -15 25 18 -18 -20 22 -22 23 -21 -25 27 -27 -12 29 -29
right_child=1 6 8 -5 -6 -7 13 -9 -10 10 16 12 -14 15 -16 -17 17 -19 19 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.01823216241778948 -0.10017042486196559 -0.0045453106818777499 -1.649321419986101e-05 0.0032169800822449395 -0.078782398547971935 0.071286616609003942 -0.0049732018432091102 -0.10010601592518494 0.0033566483369647038 0.0040849704179051856 0.00012227672150155595 0.00066714720133244669 -0.0070908674987879734 -0.00092527782189580951 8.9668029959165461e-05 0.0045977038049039515 -0.0016814036348883816 0.00026628238127753001 0.086453628306174146 -0.10039697601478348 0.045425165196447181 -0.047652411990644385 -0.0038136525800452205 0.10004199912826522 -0.10010252963841747 -0.0003156478123483126 0.0092835078523133691 -0.10069040310331201 0.00029530694194901028 -0.01923354979047014
leaf_weight=0.0084927509899078713 0.0096493706030197357 0.54212136639398423 1.0116178682073873 0.51478218836018641 0.0091999579453840852 0.034397107439872343 0.52363797567480208 0.0012322085103733125 0.52420668163183748 0.58344647512001202 26.561949767468867 0.50798475154260792 0.52718218893642188 0.53123810079364353 4.6088972838195463 0.53398267295119695 1.0187523234899352 4.1114354856401008 0.011802573179011122 0.040374637654053913 0.0098570414107150839 0.014648501126430347 0.0058374567888677112 0.0024669473059475413 0.0040304920680487299 1.0165459897071687 0.5847183686798928 0.034782377762894431 0.58134436085739871 0.064085148658869676
leaf_count=167 60 16 5 10 8 13 114 8 15 45 1738 8 38 39 1521 52 41 219 11 103 24 22 12 2 79 50 48 17 75 73
internal_value=-2.56608e-06 -0.000541968 9.37867e-05 0.00546574 0.0271757 0.0492692 -0.000399331 -0.0286061 1.17859e-05 -3.59999e-05 6.04693e-05 -0.00166894 -0.0032838 -3.66803e-05 -0.000426862 0.00184333 -8.46495e-06 -0.000781815 -0.00467178 -0.0388948 -0.0580547 -0.0102131 -0.080297 -0.0898223 -0.0241117 0.000131472 0.00318958 -4.82801e-05 -0.00670844 -0.0478907
internal_weight=44.5347 6.74953 37.7852 0.568104 0.053322 0.0441221 6.73988 0.00972496 37.2171 36.6929 34.6461 2.04678 1.03517 6.19776 5.13254 1.06522 34.0626 5.21921 1.10777 0.0890176 0.0772151 0.0245055 0.0527095 0.0468721 0.00649744 28.8434 1.60126 27.2422 0.680212 0.0988675
internal_count=4633 1802 2831 206 196 188 1742 175 2625 2610 2559 51 46 1726 1635 91 2514 513 294 253 242 46 196 184 81 2001 98 1903 165 90
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=15 4 18 7 19 13 6 3 6 12 17 13 16 10 2 7 15 5 17 2 2 4 8 0 9 5 7 18 13 3
split_gain=0.000253276 0.0028689 0.00371165 0.00412585 0.00129292 0.019008 0.00816915 0.0105917 0.00276658 0.0012175 0.000846337 0.000771448 0.000708241 0.000748873 0.000654793 0.00230047 0.00051034 0.000503019 0.0085598 0.00186365 0.00392704 0.00279136 0.00135648 0.00294077 0.00156575 0.00116267 0.00188577 0.000966411 0.0037511 0.00336877
threshold=23.884857921950005 143.58239362595003 14.295312909150001 22.580797808900005 12.651020723000002 104.72350955535002 13.775321858200002 81.075831839950027 8.4001962692500012 258.77736187310006 166.68115439205005 100.61016861575001 13.534968349350001 65.571493801650021 52.497771754550008 22.580797808900005 23.116804452750003 20.743195000100005 172.68891404560003 65.896304893200011 67.992056490600007 157.77812180380002 8.543332867800002 93.72771580185001 194.45262321395003 21.191508333600002 23.299327580650004 14.380989918050002 109.34496908160001 88.813214339350012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 7 8 -6 10 -3 -10 -12 16 15 -2 -14 18 -16 -19 -21 -22 27 24 -24 26 -23 29 -29 -20
right_child=14 2 4 -5 5 -7 -8 -9 11 -11 12 -13 13 -15 17 -17 -18 19 22 20 21 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.064118807622476612 0.013145457461904562 -0.06178244953917264 -6.2200160108182769e-05 -0.10108943720833322 0.048355871632402063 0.00061365437759438994 -0.099093191032615768 0.085977802532493472 -0.042313016005463264 -0.082058668906162979 -0.030309665652384472 -0.1001023338998758 -0.028555382209787733 0.07575072449518494 0.098767657596095987 -0.05381686904861957 0.060402978310828394 -0.058495663018025994 -0.0076449831857591192 0.10005327400114328 -0.10015291448930851 -0.0070864437185824639 0.0022633573504866502 -0.0010762262079557635 0.0097488535689592929 0.00014282992342948511 -0.00086168890063772346 0.00016269310981725321 0.008219260835122805 3.0541481886558344e-05
leaf_weight=0.0068365352053748598 0.011132550725050261 0.0014091893653097303 5.1671031184489866 0.0077417695668687272 0.0018013694652655463 0.50646042113885348 0.028603934208831561 0.0067696058290600538 0.0031502914774819155 0.0017353936480561409 0.0018995788502189914 0.0086602648107145797 0.0017999095753113981 0.0029063786702250294 0.0088651970704586303 0.0095158116309903562 0.0010049585409888095 0.0054826982664114557 0.66416909512004352 0.0039076073444473938 0.0027938553655911793 0.56317778078664815 0.51357335702050411 1.0197096862029864 0.61293470507371239 18.800419789345394 3.5830185849717964 8.2364022799238654 0.62151583200284299 4.1121936406728778
leaf_count=5 32 211 1401 35 48 22 22 58 29 57 72 67 73 24 8 11 26 29 232 3 15 38 7 39 88 1161 156 473 88 103
internal_value=-3.01008e-06 -0.000622484 -0.000699579 -0.0454225 -0.00055502 -0.00513953 -0.0646217 -0.0162436 -0.0670812 -0.00535332 0.0094043 -0.0846879 0.0225849 0.0401779 8.88334e-05 -0.0177142 0.00331758 9.83204e-05 0.000532789 -0.000200475 -0.000186551 -0.000203619 0.000477603 0.00281443 0.00633623 -0.000191449 -0.0017072 0.000109756 0.000727982 -0.00103677
internal_weight=44.5167 5.74788 5.74105 0.0184972 5.72255 0.555446 0.0489855 0.0203815 0.0136119 0.0107554 0.00902002 0.0118106 0.00761083 0.00571125 38.7688 0.0206484 0.00280487 38.7482 15.7894 22.9588 22.9533 22.9494 15.7805 2.14622 1.12651 22.9466 4.1462 13.6343 8.85792 4.77636
internal_count=4633 2150 2145 498 1647 246 224 202 144 463 406 96 195 123 2483 43 99 2440 1038 1402 1373 1370 1030 134 95 1355 194 896 561 335
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=6 18 17 7 18 15 6 12 14 5 4 6 8 13 5 9 5 19 12 5 3 0 0 5 3 12 12 5 10 3
split_gain=0.000282883 0.000685525 0.0021325 0.000954021 0.00812275 0.0131286 0.00600524 0.00504615 0.000850197 0.00161671 0.000840317 0.000802986 0.00252344 0.00292287 0.00129627 0.00114717 0.000989886 0.00064738 0.00165048 0.000634254 0.000593568 0.00138173 0.000671298 0.000833658 0.000659385 0.0170445 0.028839 0.0112594 0.0256951 0.00376187
threshold=16.485385178400005 13.344136431100003 190.37043331840002 23.209106085000005 13.453871405300001 31.445204138150004 16.165377701450002 96.350437043050007 354.56833066625006 20.093158056800004 404.75570863780007 16.425383776450001 8.3434888241000014 117.67650082785001 21.990725385850002 194.45262321395003 19.688300142250004 12.651020723000002 219.88098848225005 20.201591378100002 93.216908757050007 85.823648898300021 86.474255765850003 23.714185006400005 85.589753040950015 148.96091148645004 103.28033049195001 20.201591378100002 69.545034918450014 83.613736315050019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 6 7 -6 9 17 -10 14 -13 -14 16 -16 -1 18 -9 -2 22 -22 -5 24 29 26 -26 28 -28 -24
right_child=19 3 -4 20 5 -7 -8 8 10 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0012319552169636507 0.0029904111148739902 -0.00040653887455170657 0.0067746666502141633 0.0026355052876359561 -0.10027099898495612 -0.093311586749719483 0.08758468023141025 -0.10001030776484102 0.080904396163384046 -0.10002954572517456 0.0034573851331201146 -0.00088037627631625285 0.010218980891981068 -0.00017861054937128506 -0.00065917276469412602 -0.0064379021555705023 0.0048105562527053754 0.058565541839173708 0.04675484566656006 -0.00052638337682326525 0.0014389776454988574 -0.0058038264706737385 9.0020555397460182e-05 -0.0039096019449897526 -0.021158897294531284 -3.6882381941944662e-05 -0.025140942115942429 0.10003836943639995 0.076255206045516111 -0.0077839139978677406
leaf_weight=0.5238996819272429 0.53406900052304607 0.52445277782580446 0.60217411436136092 1.0264032371342242 0.0056201928846050788 0.025278731104642127 0.0069819762823222211 0.0012830532045420284 0.0028434089786202321 0.0015389029029515555 0.0027617272398181569 1.5377620456102792 0.58495526870821712 0.50270873311092146 1.0114635437666279 0.52021391097710545 0.56188008555014946 0.0021590986483404073 0.0019022735381923894 12.892530076388502 0.51151414178725108 0.54301207593653089 15.416807353450308 0.52710143933813824 0.077344794408417239 5.7806005644845513 0.040497989510186017 0.039438507150407531 0.065275410300419168 0.63162391543762453
leaf_count=38 33 48 81 9 11 31 9 85 24 48 50 31 41 6 179 21 70 44 20 955 45 28 1828 37 27 289 28 78 37 402
internal_value=-2.92342e-06 0.000162783 0.00113862 -6.325e-05 -0.0040905 -0.0424484 0.00879609 -0.0215817 0.013831 -0.00971405 0.0427452 0.000491288 0.00172698 0.00541331 -0.000748161 -0.00262184 0.00189498 0.0162919 -0.0123623 -0.000386496 3.06262e-05 -0.00229059 0.000134324 2.06225e-05 0.000114567 0.00100865 0.0281648 0.0544363 0.0374332 -0.000219877
internal_weight=44.5061 31.0795 5.84506 25.2344 0.574822 0.0503694 0.0250906 0.0181087 0.0124885 0.00688333 0.00560514 5.24288 2.62543 1.08766 2.61746 1.53168 1.08578 0.00534443 0.00318533 13.4266 24.6596 1.05453 23.6051 22.5787 22.0516 6.00316 0.222557 0.145212 0.105773 16.0484
internal_count=4633 3645 467 3178 370 322 291 282 271 197 74 386 78 47 308 200 108 149 105 988 2808 73 2735 2726 2689 459 170 143 65 2230
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=14 17 14 17 7 8 9 8 13 13 16 15 0 8 8 7 12 2 6 6 15 18 18 6 18 13 6 17 5 2
split_gain=0.000230965 0.00189597 0.0113742 0.0121934 0.00183733 0.000760173 0.00112279 0.00240503 0.000708385 0.00184676 0.000503233 0.000463266 0.00809539 0.0248754 0.00862477 0.00373717 0.00202605 0.0116329 0.00672698 0.00551831 0.00640041 0.00307427 0.00397881 0.0020598 0.00162417 0.0018406 0.00158801 0.00134062 0.00118989 0.00120198
threshold=178.81552749445004 193.82504409230003 161.20841567470003 199.59317753375004 24.314922763450003 8.3434888241000014 199.17419511990002 8.2435668022500028 117.48293184245001 117.63886241405002 18.874955862150003 25.716185026400002 97.615226258450022 8.1436447804000007 8.0437227585500022 22.958251375150002 171.52228777160002 156.09660346185004 14.195331671650001 13.665319288000001 21.288946184100002 16.060787203800004 16.662571904900002 10.510245570250001 17.108018746400003 95.937628385050019 11.135260173550002 166.68115439205005 13.477720021600001 298.00670864630007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 -1 10 -10 -7 12 13 14 15 27 -14 -18 19 20 21 23 -23 -19 -24 -26 28 -2 29 -22
right_child=11 2 3 4 -6 8 -8 -9 9 -11 -12 -13 16 -15 -16 -17 17 18 -20 -21 26 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00052384891832548644 -0.071917490748403326 9.8402466080307416e-05 0.068838945284606032 -0.027298719641826636 0.014584223534602012 0.00091191047100131417 0.0019785072709149142 -0.0077175436835481732 0.0072270995858586236 -0.0010615919593328868 -0.0025076957819083548 9.6482301776772908e-06 -7.6183506127631748e-05 -0.077591624279624613 0.070476180935474697 -0.10041262305750348 -0.090700169705789979 0.012779822517766635 -0.10030515157510578 0.075755085457220428 -0.10002074275560216 0.075625448842361137 -0.063550253293029921 -0.10005673385765979 -0.016537253973384795 0.05827534490380884 -0.10005866858803499 0.015510994797466638 0.047623798792817071 0.031953986067577343
leaf_weight=2.5471325077828495 0.0020408556316860111 0.55293934008705026 0.054076255665677309 0.017510553270515317 0.026064617952215485 2.0300921473626499 1.0254057271360997 0.56846971358027065 0.55898964176594723 0.51780954262358136 0.54611133419166424 32.313192186753142 3.5661593335016506 0.050397631835522816 0.021747075210441835 0.0045775200682719027 0.016600062474855862 0.0032553035190262944 0.0057094238873104377 0.011420857546909136 0.0022078958663200865 0.012453827214141455 0.0031709427304349438 0.003216140705476711 0.007549711162206485 0.005826603806070807 0.0064383008275399334 0.012472751163884931 0.0015625617060095465 0.0010038783549894958
leaf_count=213 215 78 27 19 22 70 17 39 37 46 46 1737 531 36 6 92 31 84 5 27 61 55 71 35 533 40 38 380 18 24
internal_value=-2.0049e-06 0.000468738 0.00565498 0.0371184 -0.00224631 3.58253e-05 -0.000891747 -0.0018364 0.00108731 0.00324125 0.000187012 -0.000112272 -0.00116626 -0.0305881 0.027418 -0.0216304 -0.000430142 -0.016127 0.00327142 0.0134487 -0.00179364 0.0190236 0.0329301 -0.043297 0.000796606 0.0160504 -0.0676514 0.00321709 -0.0239494 -0.0587705
internal_weight=44.4956 8.4446 0.650591 0.0976514 0.0435752 7.79401 4.14101 3.1156 3.653 1.0768 2.5762 36.051 3.73781 0.0912358 0.0408382 0.0190911 3.64657 0.0804155 0.0638154 0.058106 0.0466852 0.0354725 0.0290011 0.00647144 0.0165473 0.0133763 0.0112126 0.0145136 0.00477434 0.00321177
internal_count=4633 614 146 68 41 468 269 252 199 83 116 4019 2282 729 693 687 1553 1022 991 986 959 818 699 119 644 573 141 595 103 85
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=6 18 2 5 9 13 2 2 7 7 7 5 6 9 8 9 15 16 9 15 6 6 3 19 7 16 9 17 2 6
split_gain=0.000256378 0.000662408 0.00189244 0.00157447 0.00492405 0.0012128 0.000967856 0.000822068 0.000795464 0.00742505 0.0109497 0.00413189 0.00303155 0.000790945 0.000793753 0.000973712 0.00100129 0.000593287 0.00412446 0.0200477 0.00586746 0.0060002 0.00135482 0.00089072 0.000876452 0.000703396 0.000683911 0.000828433 0.00300669 0.000815488
threshold=16.485385178400005 13.344136431100003 184.20633225945002 22.127107789600004 190.64005357525002 117.59584708395001 148.55984234940004 118.20523333310003 23.209106085000005 23.032419884600003 22.598495330900004 19.688300142250004 14.055328400500002 57.312778687900007 1.6487133604500002 43.730860148300003 16.596563276100003 22.594947163200004 197.61184394335004 36.776646943950006 16.575387281250006 16.665389384150004 92.738363209800013 13.851117550450002 23.493869161500005 22.624947093000003 200.95377551580003 188.27285108100003 188.61740261325005 16.495385412050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 9 10 12 -12 13 14 -3 -16 -17 18 19 20 -2 -22 -19 -23 -20 -24 27 -27 -29 -28
right_child=17 8 -4 5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 22 24 -21 21 23 25 -25 -26 26 29 28 -30 -31
leaf_value=-0.00092020964375537676 -0.094609354162992029 -0.062157428269565197 0.006657225595475407 0.0032620579250287416 0.0098202415503781115 -0.005716990243130664 -0.0020202775568166301 0.0035139988055050177 1.899431184999358e-05 -0.00034353052552285834 -0.020677224366356762 -0.098109737834750993 0.098794975259535733 -0.06547659286704316 0.069681608557686195 0.058183763697411239 -0.040825661015779044 -0.0056679552206978651 0.0039044039051549387 0.054344615455222768 0.087326009681808328 -0.0080658051409053765 -0.0024044432435331945 -0.10015238991277618 -0.00045536250243879956 -0.00049150599673742051 0.00042298204902369344 0.0078487666321104769 -0.00046242315183234005 -0.0051815244049963488
leaf_weight=2.0614804114555394 0.014387768503682653 0.001240379276592693 0.55736953692830482 0.53078493413060668 0.63285997539787775 0.53589558880594257 1.0010268261181803 0.52446379328391568 24.640731036428161 0.52379961603565006 0.0099539303664792911 0.022397754057675634 0.0044599704541115207 0.0015674467420172542 0.002874828113501593 0.0015990101503859933 0.00282776380459282 0.53456377206748484 0.54410331739099138 0.058561242799783031 0.0046818099688277224 0.001532129407184466 1.589381252928886 0.0033406183084996321 3.0228977281894913 4.4755752160973685 0.50178867008071371 0.60823710567547129 1.5306669490659883 0.5379602863808941
leaf_count=82 115 73 107 110 62 21 55 30 2808 49 39 27 21 66 26 28 41 11 83 28 54 252 47 60 55 92 3 60 42 86
internal_value=-1.99849e-06 0.000155863 0.00111514 0.000530822 0.00191401 -0.00162238 -0.000189906 -2.08933e-05 -6.64919e-05 -0.00375734 -0.0418671 -0.0742854 0.0301184 -0.000179645 0.0118023 0.0243664 -0.00506213 -0.000367098 0.000720939 0.0228255 -0.054268 0.00648016 -0.000773186 -0.0711978 0.000209668 -0.000490118 -9.26133e-05 0.000282157 0.00190102 -0.00247676
internal_weight=44.483 31.0553 5.84388 5.28651 3.2188 2.06771 1.53181 2.58594 25.2115 0.570721 0.0469211 0.0323517 0.0145694 0.0101094 0.00854198 0.0073016 0.00442677 13.4277 3.6495 0.0825036 0.0239423 0.00955456 9.77817 0.00487275 3.567 9.24361 7.65423 6.61448 2.1389 1.03975
internal_count=4633 3645 467 360 174 186 165 112 3178 370 321 66 255 234 168 95 69 988 647 509 481 366 341 312 138 330 283 194 102 89
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=8 3 3 19 19 2 8 5 6 13 13 3 0 16 0 3 2 15 0 9 16 14 6 13 2 13 8 19 7 19
split_gain=0.000329758 0.0021141 0.010475 0.00199212 0.00039754 0.00120221 0.000415072 0.00063897 0.000434654 0.000992933 0.00351823 0.000784341 0.00112779 0.000686692 0.00263974 0.000624292 0.00196556 0.00460519 0.0387017 0.00759117 0.00234319 0.00204554 0.001333 0.000779237 0.00125043 0.00274623 0.000521178 0.000785702 0.000576814 0.00121385
threshold=8.8430989333000021 93.394346993650018 92.316275283350009 14.251149826300002 14.651182102100002 241.49325970385004 8.7431769115000026 21.990725385850002 16.535386346650004 117.61735474900001 117.82167756690002 93.14163192940002 86.345209775600011 22.644947046300004 86.208098410950015 93.216908757050007 106.26660184425002 41.29990759910001 86.345209775600011 118.12141086625002 22.604947139800004 257.84824695270004 16.435384010100005 117.55283175385001 146.87900114440004 117.66037007905001 8.6432548896500023 14.551174033150001 22.812602664350003 14.051133688400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 8 -8 13 11 -11 -10 -13 15 -15 23 -17 18 19 -18 22 -22 -19 26 -25 -26 28 -28 29 -1
right_child=1 -3 -4 -5 5 -7 7 -9 9 10 -12 12 -14 14 -16 16 17 20 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0012130300241056653 0.041162133621012086 -0.00049106385154790622 -0.077287204781956526 -0.009501348456399307 0.0051305364933476793 -0.0016078428439926821 0.0031066560706233871 -9.58379284316291e-05 -0.0016951553166647479 -0.0089981247241544757 0.00086985007901939056 -5.0588240702699462e-05 0.0049772796266763812 0.00015089757217118916 0.0073534771630784576 0.0039038306539185929 0.020332377777325827 -0.00081257980852924194 -0.0017403482210109581 -0.10069477916101831 0.00073303293301624846 -0.0080274637886585242 0.0062717098234629691 -0.00061792260966881069 0.0090702559560796696 -0.00097245994595454631 -0.0048990094158556999 0.00056867641567869096 -0.00011957160436686177 0.0055283216330097029
leaf_weight=0.51879623071130498 0.014950715645384416 0.53285726419542634 0.020450075484404806 0.016139243278303184 0.5593126454796209 0.50277773023117334 1.0531415898876724 1.5254632226094029 2.0368603938467178 0.60419556934130014 0.89872170902135262 2.5325715150165959 0.54151877376716573 3.1028973411153795 0.60865881366407837 0.57272389195469964 0.0057624639407509093 0.50813134489177547 0.50206480175256729 0.051497210611635098 0.52187473013358221 0.54474786855491875 0.55648456578859395 1.0241612205281847 0.56700463810375346 0.52386980334995314 0.54975192219353519 0.50353690283372998 22.424574986032983 0.55053524397408182
leaf_count=305 27 138 20 19 41 8 33 35 31 42 119 379 8 121 78 84 180 28 3 25 19 70 28 18 33 17 49 3 2635 37
internal_value=-1.86198e-06 -0.00236164 -0.021701 0.014862 2.95574e-05 0.00194069 -1.78349e-05 0.00121211 -9.66291e-05 -0.000837709 -0.00309723 -0.000173279 0.0008351 4.90852e-05 0.00133205 -0.000110036 -0.00141559 -0.0025479 -0.0106237 -0.0885149 -0.000428474 -0.00374115 0.00289044 4.97547e-05 0.0018915 0.00424745 -0.000108934 -0.00228512 -1.13698e-05 0.00225769
internal_weight=44.476 0.584397 0.05154 0.03109 43.8916 1.06209 42.8295 2.5786 40.2509 6.61387 1.50292 5.11095 3.07409 33.6371 3.71156 29.9255 3.26329 2.69056 0.559324 0.0572597 2.13124 1.06662 1.06462 26.6622 2.11504 1.09087 24.5472 1.05329 23.4939 1.06933
internal_count=4633 204 66 46 4429 49 4380 68 4312 579 161 418 387 3733 199 3534 437 353 208 205 145 89 56 3097 68 50 3029 52 2977 342
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=16 6 5 9 16 15 0 3 5 10 13 8 6 9 6 15 13 19 7 9 15 2 6 6 15 18 18 18 0 7
split_gain=0.000381683 0.000368639 0.000797718 0.0130369 0.0213137 0.00754802 0.00927201 0.000407065 0.0124027 0.00533986 0.00589096 0.00433991 0.00336829 0.00617112 0.00284508 0.00222465 0.000593258 0.000661981 0.000543784 0.00168091 0.000467295 0.00323871 0.00133989 0.000955277 0.00173425 0.00182381 0.00139924 0.00282645 0.00104598 0.00220846
threshold=22.764946765650006 16.575387281250006 20.315138807500002 186.16747084260001 22.399947619200002 33.787611863550005 86.264556031700025 93.883646373400012 22.533652790000001 61.93938686740001 117.67650082785001 8.6432548896500023 16.475384944750001 186.70853236170004 16.445384243750002 28.444110612900001 116.56347916185001 11.850956171350001 22.721067571950005 191.96565807215003 37.882159664350006 147.79312796670004 16.525386113000007 16.405383309150004 42.33967733730001 13.378437733750003 13.24088655595 13.360173059150002 86.624809421150005 23.322419822750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 6 -5 18 12 10 11 15 13 14 -9 16 17 -10 19 -1 22 -22 -20 24 25 -23 -25 -28 29 -29
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 21 23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.00022233091219170235 0.0024680941440178173 0.0019774249020839494 -0.00042581909841850075 0.076171086486654438 -0.091934962313147697 0.062768175569036563 -0.10023526166557582 -0.055732018404571218 0.029981578581080207 -0.0017035320887005064 0.077843783394105651 0.1000487976109586 -0.10031104574402601 -0.10014066383700204 0.10006483800578816 -0.1001699855341512 0.063222523538526948 -0.077318258125774239 -0.00017688986331923745 0.0061127151857138379 0.0075492494382629729 -0.0026474900757176407 -0.0052034948425867629 -0.0010273514252239189 -0.0065617783267794706 0.0043706942182296406 0.0061014708179647674 -0.0012789923616261661 -0.00094227560262474656 0.0051775131346435185
leaf_weight=2.6204062533156924 0.61682580830438283 0.51967442030947109 1.3638629603550119 0.0045975217956178991 0.040453030894880726 0.017126801855511076 0.0084662030221807072 0.0017361566089280078 0.001158218866101457 0.51615362958012689 0.017825040171295825 0.0024239938580592488 0.015200019101030193 0.0056979859946295619 0.0036080164136365056 0.0044081793563677252 0.0012096920800104272 0.0011417913312965489 25.494131813035885 0.59434171968041472 0.61361477465834369 1.0283319510053845 0.54156244842124479 3.5481216282100814 0.56491361244182847 0.5786319701840571 1.0825605267800709 1.0222839846537684 2.5350182122783735 1.0996488668206437
leaf_count=403 120 24 378 41 23 18 15 80 17 223 18 2 16 10 2 21 19 48 2639 49 35 18 16 44 123 123 27 21 22 38
internal_value=-2.132e-06 -3.68813e-05 -0.00137939 -0.00259546 -0.0444831 0.0190988 -0.0381525 2.57411e-05 -0.00262705 0.000610226 0.0430094 -0.0170304 -0.0697752 -0.0277413 0.0494513 -0.0528732 0.00653152 -0.0232852 6.23687e-05 0.00131134 -4.29912e-05 0.000471239 -0.000281447 9.22376e-05 -0.00179583 -0.000120398 0.000533754 0.00149882 0.000428879 0.00206696
internal_weight=44.4651 43.8483 1.95418 1.43451 0.0706436 0.0301905 0.0130637 41.8941 0.570563 0.544321 0.0281669 0.0103419 0.0262422 0.0110422 0.00534417 0.00791788 0.0035097 0.00230001 41.3236 3.21475 38.1088 12.0731 26.0357 11.4595 2.17188 1.60696 9.28763 5.73951 4.65695 2.12193
internal_count=4633 4513 499 475 97 74 56 4014 456 348 125 107 108 92 82 105 84 65 3558 452 3106 451 2655 416 264 141 152 108 81 59
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=19 2 16 6 9 5 5 14 14 18 17 3 7 3 0 6 6 2 13 3 14 14 14 17 5 9 9 15 0 13
split_gain=0.000387312 0.000757978 0.000343445 0.000435956 0.000632655 0.000315677 0.00192224 0.00193992 0.00189147 0.00154268 0.00058184 0.000511936 0.000666653 0.000695515 0.00167661 0.000553866 0.00111837 0.00109995 0.000797398 0.0017233 0.0034942 0.000396926 0.000381493 0.00298384 0.00285391 0.0285274 0.0243399 0.0305474 0.00125732 0.0021823
threshold=14.651182102100002 241.49325970385004 22.764946765650006 16.575387281250006 186.16747084260001 23.714185006400005 22.958759589950002 144.12207640715005 289.07138706530003 13.391483899700001 187.81654873955003 93.883646373400012 22.343045670750005 93.794927255050013 85.968825637350008 16.455384477450004 16.505385645700006 154.46567853970001 117.55283175385001 93.469623821300004 244.85040433755003 286.3521236806501 222.91179881215004 162.43086425485004 19.221712148250003 190.64005357525002 194.82237869650001 33.423812040500003 93.308316333500017 109.34496908160001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 -8 10 -7 12 -9 14 -14 18 -17 -18 22 20 -20 -12 23 -16 28 -26 -27 -28 -25 -30
right_child=1 -3 -4 4 -6 9 8 11 -10 -11 21 -13 13 -15 15 16 17 -19 19 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.032154662221738323 0.0043686907993173351 -0.00094621076929689838 0.0023214641200240051 -0.00037884385532634303 -0.0043430079101671485 -0.0030535396982885252 0.0080472458450837232 0.003516823977100598 -0.00015484821806405148 -0.005651901438862978 -0.00092534396288623539 -0.0031350524998456728 -0.0054804465241080581 0.0025098752382683043 -0.1001022549259796 -0.0024747331941598508 0.0012159026600973384 -0.0020593572320277954 -0.0011066642191021791 -0.0009242998774549151 0.010250254899161135 0.0016232560052583526 -0.00041457659004793997 -0.0046594271256279983 -0.0010520351270252081 0.090575895892431049 0.062730918264772936 -0.051998802011895308 -0.00015471869205787602 0.006038261539005157
leaf_weight=0.018814535651471398 0.57093983952677152 0.50625613774172962 0.60282651930856346 1.3642131136980871 0.57113841573664492 0.52174682375731496 0.59035079752304109 0.53390977118086524 0.53682309613209789 0.57550334371842371 1.0135130769588729 0.52524795123879542 0.5739411979839194 1.0351166060427193 0.0029543237542640757 2.5782436734607463 3.0793836859520525 1.537246176292683 0.51912398042622887 1.0062776003032921 0.56659529873286374 1.5390601421561418 10.942747078705809 0.56540397573901202 1.0243798502169745 0.06652483163634304 0.0519865611277055 0.041921010066289455 10.789926762757577 0.60068004467757496
leaf_count=21 70 10 95 377 108 217 63 229 50 143 38 119 27 20 89 44 26 48 16 8 39 51 1861 72 42 88 32 18 564 48
internal_value=-2.26459e-06 0.00187082 -4.87809e-05 -8.21864e-05 -0.0015487 -1.26859e-05 7.44163e-05 -5.26951e-05 0.00414095 -0.000900159 -1.06476e-05 -3.59372e-05 9.89532e-06 -4.36282e-05 -0.000121489 -2.93282e-05 -0.000806404 0.000125306 0.000184242 0.00205696 0.00482008 0.000611321 2.15907e-05 0.000384718 0.00040731 0.00508873 0.0442982 0.0115148 -5.66074e-05 0.000171866
internal_weight=44.4528 1.0772 43.3756 42.7728 1.93535 40.8374 37.1876 36.0604 1.12717 3.64982 3.07432 36.0416 35.5164 34.9825 33.9473 33.3734 7.19487 4.61663 26.1785 2.092 1.08572 2.55257 24.0865 13.1438 13.1408 1.18481 0.160432 0.0939076 11.956 11.3906
internal_count=4633 80 4553 4458 485 3973 3524 3411 113 449 306 3390 3271 3042 3022 2995 118 74 2877 63 55 89 2814 953 864 180 138 50 684 612
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=19 2 7 4 8 17 7 18 18 17 3 6 8 2 7 14 0 17 7 13 17 16 9 18 6 10 10 17 3 12
split_gain=0.000313921 0.000616145 0.000309418 0.00746781 0.00381569 0.000669349 0.00125035 0.000865834 0.00187896 0.00229635 0.0298336 0.0176209 0.00127134 0.0198062 0.00598828 0.00987546 0.00550824 0.00512238 0.00293689 0.00187011 0.00165354 0.00227788 0.00112191 0.000752606 0.000659071 0.00056504 0.000726216 0.000528831 0.00358368 0.00177366
threshold=14.651182102100002 241.49325970385004 25.334697901700004 173.16684681400002 8.2435668022500028 205.96542837505004 25.169498800150006 15.288668002700001 14.830595894550003 203.37411447725003 81.850107781500014 13.825323026450002 8.0437227585500022 110.58799860680001 23.960918281000001 234.45909168080001 93.910530954700008 204.45912381470004 22.375171215700004 105.40368946235002 176.64562507980003 18.554956610400005 200.95377551580003 14.668863553700001 14.665342653400002 71.246828915000023 69.545034918450014 198.39433209390003 90.988176966900014 66.834523482800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 8 12 10 -10 -12 13 17 15 18 -16 20 19 -15 21 -1 -9 27 -21 26 -5 29 -29 -14
right_child=1 -3 3 25 -6 -7 -8 22 9 -11 11 -13 23 14 16 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10010984852631982 0.0039431681653953011 -0.00085104709829719825 0.015553405919359903 -0.00016727119819442355 0.10006321229091436 -0.003604483712085064 -0.0049420964829949548 0.005947072563888019 -0.00021384665171913844 0.00074525025058910994 0.03157637939559859 -0.094966454596857958 0.042156632096727188 -0.10006045597519533 0.015143363623945961 -0.00072773866094627462 -0.10016284597947261 0.05517735596281384 0.096627661483373373 0.091092463166295629 -0.10032963005642022 0.046423751134534647 -0.0005661922836596964 0.0027256826386115283 -0.0099023200908938958 2.5382681044930203e-05 0.0050848058354853037 0.0078615762588683229 -0.00066294611506733487 -0.00014005850240204754
leaf_weight=0.0023267091456590219 0.56938294005340029 0.50656310736667365 0.010270591420513564 0.51486332090467957 0.011135023087263107 0.55770671535246563 0.52803721526457437 0.54333574730807643 0.51918900368069498 0.5044944243686551 0.013709621224700097 0.055759010783276608 0.0099176825533601187 0.0012895140014966824 0.0065961471898390292 0.51993288144891014 0.011139385400014135 0.002601340413093566 0.013874187099043311 0.0014794946182519197 0.026384193112059307 0.0019499067780373025 0.51524968088233436 1.0513750957745163 0.0011471599437145041 6.6318919050448875 0.53876364793743825 0.64329597022174523 2.1130880121564291 28.019293244588042
leaf_count=181 70 10 35 43 6 153 125 198 75 6 45 63 21 38 15 428 41 3 20 7 69 25 15 36 226 1339 85 91 110 1054
internal_value=-1.28849e-06 0.00168602 -4.3148e-05 0.000531427 0.0595147 -0.000167316 -0.000112711 -3.89603e-05 -0.000127888 -0.00420562 -0.00844865 -0.0699933 9.58234e-06 -0.00459507 -0.000106629 0.00177905 -0.0572785 -0.0795495 0.0750413 -0.00143459 -0.09098 -0.0332984 0.00277684 9.47304e-05 0.0469842 0.000367148 0.00251834 4.87932e-06 0.00132654 -0.000125093
internal_weight=44.446 1.07595 43.3701 7.70692 0.0214056 35.6632 35.1055 34.5774 33.5188 1.09315 0.588658 0.0694686 32.4257 0.588721 0.555459 0.537723 0.0177355 0.0332621 0.0177904 0.00391617 0.0306608 0.00427662 1.05859 31.837 0.00262665 7.68552 1.05363 30.7856 2.75638 28.0292
internal_count=4633 80 4553 1508 41 3045 2892 2767 2554 189 183 108 2365 1053 775 719 56 278 291 271 275 206 213 1312 233 1467 128 1276 201 1075
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=8 3 3 16 19 16 4 18 7 4 9 17 9 2 9 5 19 9 4 9 9 2 7 6 12 12 15 9 12 4
split_gain=0.000276398 0.00177055 0.00896539 0.00168392 0.000421411 0.000902072 0.00471508 0.00246055 0.0178625 0.0118071 0.000709115 0.00192043 0.00051594 0.00154482 0.0011774 0.00122731 0.000858448 0.000847779 0.00249186 0.00182252 0.000968033 0.000732416 0.000944077 0.00467141 0.022986 0.0193608 0.0134129 0.0189711 0.0183478 0.00538414
threshold=8.8430989333000021 93.394346993650018 92.316275283350009 20.564951910200005 14.451165964200003 22.534947303500005 156.40313730310001 13.602243858600003 24.068567769550004 299.67482098205011 192.20980299475005 188.27285108100003 199.17419511990002 45.979371440700014 200.84251237905002 21.191508333600002 12.851036860900001 197.47612518640003 198.95919911430005 197.20558004415003 197.89372115420002 63.108627198800008 25.121320584100001 16.245379570700006 106.27865197405002 124.89425631215002 30.247508226550003 204.89606367675003 217.08460102575 323.22981966960009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 12 -6 -7 10 9 -9 11 -8 17 -14 15 16 -15 19 -19 -1 -20 -16 23 24 -23 -26 27 -27 -28 -30
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 -12 -13 13 14 21 -17 -18 18 20 -21 -22 22 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.00043195895592769136 -0.013550541812754302 -0.00049911204992254311 -0.074884604369310812 0.034175413941335123 -0.0029801034528221439 0.059835431799986953 -0.0019314126110719727 0.097448169913923674 0.00062895552047366476 0.017650905230757619 -0.00037613952974625126 0.0064839572468033783 -0.10025521310236495 0.0030760988191221245 0.0019587205420542922 0.0046816465596378806 -0.00045399082813093084 -0.00808919767221041 -0.0027583886202486949 0.0054537707936488707 0.0015474628001940734 -0.0011582784555987508 0.00040229690117543187 -4.2403069024545052e-05 -0.10075880206444975 0.075584347923977863 -0.089502006073045093 -0.042781131408685093 0.044059111808013779 -0.036214492513090626
leaf_weight=13.4805682712974 0.013105657767464307 0.53281643277692181 0.018649915480636992 0.016959923988906667 0.56775074512188073 0.013684525998541974 0.5113361112557866 0.03301796567393489 0.53665936135098491 0.04229488131667003 3.6531127902343812 0.57737827256766749 0.0015297884820054666 1.0408982588750206 1.5313582057391055 1.0625842889959356 2.036962731877793 0.55812428849458173 1.0261854250202307 0.54746916449812566 1.062950519725028 1.0256424166564109 8.2264513492489435 6.1390422959448188 0.040763152528597746 0.027055368787841871 0.045677689940930577 0.027107526253530523 0.018469532125891419 0.015258119072058207
leaf_count=2529 30 138 20 16 57 15 31 11 91 35 91 94 1 36 50 20 38 26 22 16 53 65 827 116 88 13 31 27 12 34
internal_value=-1.74962e-06 -0.00216756 -0.0204158 0.0133716 2.69734e-05 0.000810498 0.00121145 0.00106161 0.00702911 0.0526349 0.000291452 0.00253151 -9.56829e-05 0.000231184 0.000238422 0.00175145 0.000739846 -0.000512003 -0.00215337 -0.000202258 -0.000567575 -0.000127997 -0.000333292 -0.00115783 -0.00686433 -0.0404347 -0.0220246 0.0163446 -0.0481965 0.00774398
internal_weight=44.4309 0.581532 0.0487155 0.0300656 43.8493 5.93523 5.36748 5.3538 0.611972 0.0753128 4.74183 1.08871 37.9141 21.2388 21.2373 4.14045 3.07786 16.6753 2.64726 14.028 2.08914 17.0968 15.5655 7.33902 1.19997 0.174331 0.133568 0.0541629 0.0794053 0.0337277
internal_count=4633 204 66 46 4429 425 368 353 137 46 216 125 4004 1358 1357 94 74 2646 101 2545 75 1263 1213 386 270 205 117 40 77 46
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=16 7 14 17 0 18 18 18 9 7 0 12 15 3 6 17 9 17 2 10 5 4 7 12 16 15 6 9 9 5
split_gain=0.000264927 0.0011714 0.000768476 0.00278466 0.000422616 0.000924672 0.000921453 0.00134952 0.00277516 0.00107031 0.0166299 0.00247553 0.00360018 0.000786039 0.000768237 0.00143647 0.000756528 0.000741593 0.00149233 0.000675257 0.000581297 0.00207518 0.00354954 0.00209717 0.00121111 0.000791406 0.000613249 0.0069539 0.00991298 0.00543481
threshold=22.704946905950003 21.698399695800003 144.12207640715005 181.57898176000003 85.990333302400003 13.087929333200002 13.193283301750002 13.304953393500002 201.65416293750005 23.080728504150006 86.624809421150005 117.26476561030002 31.584168001000005 93.668569722950011 16.445384243750002 185.31329674715002 185.62570708695003 185.31329674715002 115.49410390990001 61.998532946250002 21.950234501100002 286.34948838025008 23.209106085000005 238.25888830085003 22.644947046300004 38.567335632300008 16.505385645700006 206.78020849415003 201.81004550795004 23.605484525250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 13 16 -7 8 -8 10 -9 12 -12 -4 15 -15 -6 -16 -19 -20 24 22 -22 -23 25 -11 27 28 -25 -30
right_child=1 -3 4 -5 5 6 7 9 -10 20 11 -13 -14 14 17 -17 -18 18 19 -21 21 23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.018508147631184184 -0.0011041528908125316 0.0044936638234348049 -0.0044766553536400586 -0.053478360910958658 -0.00022072844027861872 -0.0029433813883461787 0.0079246836125438785 -0.082035956133267182 -0.0020453412058174226 3.6637484506756714e-06 0.0077712216061274044 0.00077323239605920073 -0.069623010207974512 0.00093709607550511171 -0.0017932269521910499 -0.0064271609637967632 0.0032876789607186002 0.0056089654960262032 -0.0032428487930931055 0.00065480282146036968 -0.0017641861006904933 -0.0045327883210670378 0.0057975114250058499 0.068808178269100712 -0.004830198544450404 -0.0039648259760352664 -0.00080712050283726156 -0.00022878171666352654 0.034046459434184169 -0.041050728135968634
leaf_weight=0.010330863161477022 0.87313152683145634 0.65370555256640728 0.5261220179299898 0.011198756910744123 1.0073002616776912 1.0609175207350734 0.62190698086521823 0.026289410937416879 0.50661846087314188 24.947703468734808 0.011690547697622344 0.53240791051469705 0.012370446405839175 0.50821030801480782 1.5296159301429795 0.55318970472039675 1.5766021397957954 0.55410597629088476 0.53913227050353008 2.5320915471277807 1.0051905418906715 1.0312804904057205 1.6232233193622958 0.037456749882979201 0.5474150555965015 0.51284474551861947 0.50664177525322884 0.51571407139523684 0.019311695303258603 0.019236024183555855
leaf_count=28 44 122 42 17 33 38 81 29 5 2586 33 272 9 166 510 96 39 36 65 74 10 22 43 28 33 49 9 50 31 33
internal_value=-1.88937e-06 0.00129252 -4.7973e-05 -0.0189361 -3.84861e-05 9.71722e-05 -4.32627e-05 5.14738e-05 0.00344893 -7.08314e-05 -0.0043164 -0.000644677 -0.0320194 -0.000765262 -0.000451147 -0.00290107 0.00191997 5.32904e-05 0.000832382 -2.94032e-05 9.58658e-06 0.00102584 0.00290567 -0.00129426 -0.000176333 -7.62724e-05 0.00174648 0.00393293 0.0321714 -0.00342842
internal_weight=44.413 1.52684 42.8861 0.0215296 42.8646 36.1221 33.5382 32.4773 1.12853 31.3488 0.582758 0.556469 0.024061 6.74247 6.21635 1.0614 2.5839 5.15495 3.62533 3.07122 30.766 4.75805 2.62841 2.12964 26.008 25.4605 1.09836 0.591719 0.0760045 0.0385477
internal_count=4633 166 4467 45 4422 3433 3361 3323 86 3237 343 314 42 989 947 262 72 685 175 139 2894 226 53 173 2668 2635 151 142 92 64
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=17 7 17 15 9 13 17 3 10 15 12 12 2 0 7 8 10 15 5 15 15 12 6 10 0 9 5 9 8 17
split_gain=0.000303691 0.00840788 0.0125108 0.0121329 0.0123087 0.00906508 0.00790107 0.0015449 0.00096239 0.000575777 0.00742286 0.00274506 0.00188285 0.00113671 0.01297 0.00108095 0.0193693 0.0126204 0.0132831 0.00156625 0.00224465 0.0133657 0.0137526 0.0250935 0.00408445 0.00209896 0.00186645 0.000985101 0.0214071 0.00106369
threshold=188.27285108100003 22.721067571950005 190.19286262750003 36.270131511550012 188.55070358395002 117.48293184245001 194.19264200700002 90.461239173300015 61.998532946250002 37.882159664350006 82.088033630950022 87.068884678600014 147.79312796670004 86.904409066750006 23.883283491600004 8.1436447804000007 70.077349628250019 35.293770423450006 17.756175227850004 28.298162031900002 31.584168001000005 91.208648993800026 14.905348261050003 66.859265246100009 90.321439350550008 218.96512164950002 17.687678651600006 196.40176798710004 7.6440346712000009 201.39543491635001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 7 -4 -2 -7 10 -3 -12 -11 -14 -15 16 17 18 -13 25 21 -21 26 24 -24 -17 -23 28 29 -18
right_child=1 9 3 4 -6 8 -8 -9 -10 12 11 15 13 14 -16 19 27 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00037930197011353499 0.021041789024434505 -0.10013740694949808 0.092127581041523368 0.011901169847437722 -0.10043868984058227 0.09125577836788934 -0.031511908429912597 -0.042184298980816617 0.061268269947549761 0.0061327802373079658 0.028859369394131897 0.070246106843831271 3.2580379698087726e-05 0.049410906161735574 -4.9957101402269749e-05 -0.0083817664506653823 0.029327775995972607 0.091798956041557314 -0.062751747771481889 -0.0018100680652569307 -0.00071829536247187921 0.08769622441198964 0.020701643429425026 -0.081350787458846441 0.082757667114020522 0.00035072398375942429 0.052434842236704672 0.00065926737860840673 -0.10018776219608178 -0.00041036963868251221
leaf_weight=14.390586556740681 0.008435859555660799 0.0074338173769515894 0.015766364138865896 0.021408171571238199 0.017914776013896017 0.02933194819934215 0.0076893275354708015 0.0071318684803553392 0.016850109981533024 0.60044030005519644 0.032471232675951422 0.015367009428817902 8.301042271580485 0.058220767894112568 0.59318389268096317 0.59423052508407781 0.012319799572141465 0.038350243910826975 0.014686364940837814 0.51351957452788966 12.288945833676634 0.028395159057595265 0.0240691425424302 0.022995362879782988 0.018962270420161076 0.5127640159813005 0.031847877347900067 5.6518167445410068 0.022103679268639098 0.50748961039978457
leaf_count=1937 31 42 53 25 19 31 43 11 30 39 22 12 281 26 185 101 275 22 28 27 380 13 29 28 13 72 29 444 46 339
internal_value=-1.61905e-06 0.000179459 0.0261097 -0.00532574 -0.0392787 0.0580689 0.0515956 -0.00792327 0.0803145 7.14299e-05 -0.000229368 -0.000192837 0.000711819 0.000348235 0.00437072 -0.000239313 0.000853221 0.0537748 0.00525324 -0.000726754 -0.000417648 0.00535713 0.034505 0.00298141 0.0480473 -0.00433684 0.0690551 0.000268755 -0.00380405 0.000294443
internal_weight=44.4058 30.0152 0.124528 0.0627786 0.0393229 0.0617498 0.0234557 0.0155677 0.0461821 29.8907 20.3378 20.3303 9.55289 8.95245 0.651405 20.2979 6.26213 0.0684036 0.0300534 14.0357 12.9287 0.639789 0.12627 0.0660268 0.0430314 1.10699 0.060243 6.19373 0.541913 0.519809
internal_count=4633 2696 243 140 44 103 96 42 61 2453 1922 1880 531 492 211 1858 1166 62 40 692 519 139 112 70 42 173 42 1104 660 614
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=19 2 9 8 10 7 19 19 10 4 15 12 17 8 4 8 10 19 16 6 10 3 18 0 0 7 2 15 2 5
split_gain=0.000275456 0.0005453 0.000244524 0.00309512 0.000815672 0.0028924 0.00105713 0.000843374 0.0036673 0.0027262 0.00113836 0.00110203 0.00100085 0.000935548 0.000928216 0.000857945 0.00105195 0.00103551 0.000923112 0.000754292 0.000651593 0.00145663 0.000889448 0.000750447 0.000693926 0.000596077 0.00050817 0.00045504 0.00042353 0.000401758
threshold=14.651182102100002 241.49325970385004 181.33671263215004 8.1436447804000007 61.885617704800005 22.276766275150006 13.851117550450002 14.451165964200003 62.095317438950012 208.25848595475003 27.220712026400005 211.51213392550002 176.64562507980003 1.3489472949000001 234.32920076730002 1.3489472949000001 70.348883899450016 13.351077205700003 15.954962690350003 2.7350639043000005 78.290589216800015 83.613736315050019 16.161386252450004 94.985914206850012 109.03310793845002 26.614251743050001 312.25197865035005 17.480288512750004 299.87877751875004 29.110986871100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 8 -6 12 11 15 -10 19 -12 25 17 18 -17 -13 21 -15 -22 27 -24 -11 -26 -23 29 -1
right_child=1 -3 -4 -5 7 -7 -8 -9 9 10 14 13 -14 20 -16 16 -18 -19 -20 -21 22 23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.023662475138519712 0.0037159943155418021 -0.00080062492880080948 -2.3159126204774807e-06 -0.044411133750224423 -0.10011054296083491 0.099972991208299652 -0.10006441340802603 -0.00056872327534785306 -0.00049941866801331487 0.070875400535249086 0.10002037223469909 0.00053961536564793263 -0.10005265659890768 -0.070785411789527325 0.0087609296413706135 -0.044013565686605333 -0.10000833357515969 -0.1000681500733704 0.080284247406857301 -0.10000703365343136 0.082390260188816691 0.040126762905828964 -0.046925403093482969 0.086446674959373748 -0.00086054125425385087 -0.030340525458470092 0.073816830322894197 -0.02967787959313474 -0.052376869825614694 0.03544989527596467
leaf_weight=0.0016521478091255605 0.56583252721838906 0.5066561455023475 42.254387647465734 0.016575290297623613 0.0045250026023155162 0.0035887144368942359 0.0010918668813928445 0.99661521030066069 0.0013918800231323683 0.0011520764795296436 0.0021663332008756689 0.0019720054877350171 0.0036793286112378754 0.0020637008032977642 0.0022955435523597245 0.0011504428872117778 0.0025766720736832838 0.001013198692817241 0.0012430837813326434 0.0012002174711938096 0.0032238990855830707 0.0018006588898237079 0.0013281528338211501 0.0015622334176441655 0.0017740675945887574 0.0011755244757118977 0.0018735955142936689 0.0019399637617207866 0.0010330606726848589 0.003781095713679461
leaf_count=168 70 10 2700 20 106 7 70 5 103 71 5 196 65 53 50 55 228 6 15 146 24 25 26 11 47 103 28 47 59 114
internal_value=-8.47976e-07 0.00158229 -4.00425e-05 -0.00153624 -0.000858684 0.026048 -0.00905245 -0.00114771 -0.0151846 -0.00467992 0.00627133 -0.0014481 -0.0727286 0.0119943 0.0530693 -0.0317561 -0.0517954 -0.0153297 0.0205408 -0.0375024 0.0220811 0.000495561 0.0414734 0.0282358 0.0149628 0.0197576 0.0374969 0.00392464 0.00631536 0.0174749
internal_weight=44.3923 1.07249 43.3198 1.06544 1.04887 0.0111469 0.00755817 1.03772 0.0411076 0.0365826 0.0315114 0.0270495 0.00507121 0.0187385 0.00446188 0.008311 0.0059834 0.00340673 0.00239353 0.00317222 0.0155663 0.00736656 0.00819972 0.00530286 0.00497582 0.0023276 0.00364766 0.00374062 0.0064663 0.00543324
internal_count=4633 80 4553 1853 1833 418 411 1415 1410 1304 1136 1081 168 603 55 478 304 76 70 342 261 136 125 83 101 174 75 72 341 282
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=13 10 9 15 5 13 15 5 9 16 4 2 9 18 10 19 13 10 8 5 6 16 17 5 9 17 8 15 18 15
split_gain=0.000244961 0.00105675 0.00128825 0.000880245 0.00107897 0.00086849 0.00273603 0.000500507 0.00678599 0.0166606 0.00409565 0.000898669 0.000733764 0.00136827 0.00080743 0.000395973 0.00203075 0.00134903 0.00151569 0.00320978 0.00134718 0.000841993 0.00308012 0.00123276 0.000756326 0.00108476 0.000739885 0.000580245 0.000864577 0.000514238
threshold=117.60660091645001 61.993156030000002 193.49750438550004 46.674706678850008 24.225659292200003 117.62810858150002 49.977661466200011 23.967536448650005 205.73475031020004 22.764946765650006 331.66683542155005 184.20633225945002 199.66502090505003 13.007379166650002 61.907125369850007 14.351157895250003 117.55820867010002 62.041548276350007 8.6432548896500023 24.082771358500001 16.535386346650004 22.574947209950004 195.44378352670003 20.608876568850004 197.89372115420002 199.05253715360001 8.543332867800002 37.050691080100002 13.122774073950001 41.831907381600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 6 -2 11 9 10 -9 12 13 -7 -15 16 29 18 19 -17 21 22 26 -23 27 -26 -19 -25 -29 -3
right_child=5 3 -4 -5 -6 7 -8 8 -10 -11 -12 -13 -14 14 -16 17 -18 20 -20 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00032258451411441136 -0.0080620751690678241 1.4977878375275656e-05 0.0066727529060751833 -0.00403827824523808 0.0045345024002143514 -1.4740475616189483e-05 0.0021028929205564426 -0.097814586989613317 0.00027037128015045561 0.054477513417073992 -0.011101968169384501 0.002224957226201332 0.0018849494528199468 -0.0013895895279917808 -0.0069165692055593048 0.010441255793179557 -0.0060854001214095954 0.0033067406598180256 0.00046204161981506451 -0.00048726201904706283 0.0044416523344806237 0.0045787190022502288 -0.0083573612556785675 -0.0012612165419998854 -0.0060502401009000914 0.00041411455280263699 -0.002038942948767023 -0.00083772158363422129 0.0048727849144734733 -0.0031381529778452657
leaf_weight=0.51801800351476035 0.54948441343279675 24.484924280480712 0.53530078475756682 0.52699754737437032 0.53527164386549841 2.9765647179692678 0.51108193114500722 0.025115084585452752 0.5222331284194297 0.013198143282352248 0.0069555454892906701 1.5821927104780114 1.0239605573256083 0.51941964663274098 0.5381917514896486 0.57822857931750904 0.57052236390882072 0.52499915014777776 1.518946879681607 0.50214199830952566 0.55565771346300596 0.5279990575199921 0.59501594660616763 1.0073747818678391 0.52430997777557287 0.51413493136351462 0.51085563709148119 0.51720315788406857 0.54398195970861707 0.52838803784189892
leaf_count=418 33 2997 16 106 119 66 9 134 64 17 13 48 23 15 25 47 25 73 20 8 50 54 92 8 17 27 13 21 26 49
internal_value=-8.22656e-07 0.000111573 0.00323247 1.78289e-05 7.97155e-05 -0.000491818 -0.00316362 -9.86864e-05 -0.00294914 -0.0400903 -0.0790082 0.000144922 -0.000505716 -0.00111252 -0.00420213 9.59218e-06 -0.000186183 0.000604389 0.00249857 0.00536182 -0.000241364 -0.000735518 -0.00262334 0.000111468 -0.000647689 -0.00284973 0.000670394 0.000457766 0.00208958 -5.16297e-05
internal_weight=44.3887 36.1203 1.05332 35.067 34.54 8.2684 1.06057 7.20783 0.567502 0.0452688 0.0320706 6.64033 5.05814 4.03418 1.05761 34.0047 25.5838 8.42085 2.59932 1.08037 5.82153 5.26587 1.63087 3.635 3.107 1.03844 1.03585 2.06856 1.06119 25.0133
internal_count=4633 4186 434 3752 3646 447 42 405 228 164 147 177 129 106 40 3527 3071 456 75 55 381 331 178 153 99 44 86 55 47 3046
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=19 2 7 12 17 16 18 7 18 18 17 6 6 0 16 15 3 9 17 4 2 18 7 0 13 17 2 16 18 18
split_gain=0.000236976 0.000511169 0.000194162 0.00608183 0.015684 0.00078898 0.000722237 0.000620612 0.00128445 0.00227672 0.0206349 0.0146077 0.0234806 0.00327425 0.00777005 0.00145005 0.00907275 0.0288665 0.00840978 0.00269026 0.00996543 0.00085578 0.000558416 0.00117932 0.00209097 0.00167403 0.000741441 0.000706779 0.000533186 0.00150419
threshold=14.651182102100002 172.99241708655003 25.334697901700004 100.38148940995002 200.68261045605001 14.464966174600002 16.352301071400003 24.384659815400003 15.329371696850002 14.766942149300002 203.37411447725003 13.825323026450002 13.665319288000001 94.848802842250009 18.734956189500004 28.579157549250002 90.461239173300015 214.52351813370004 201.00900942685004 206.71522889875004 110.58799860680001 15.365045726500002 24.021206791900003 93.843319501450011 117.41840884735002 188.13858192940003 72.043920985000014 22.584947186600004 14.442085364750001 13.956123578150001
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 9 15 11 12 -11 14 -13 -9 17 18 19 20 -17 -10 28 24 -24 26 -25 -26 29 -1
right_child=1 -3 3 -5 -6 -7 -8 8 21 10 -12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 25 27 -27 -28 -29 -30 -31
leaf_value=1.2816839631572854e-05 -0.00075948639757220863 0.0036095414306208311 0.098075243736541196 0.00025730169502215418 -0.10014691545450692 0.10003621968437289 0.0032063502480365056 0.00088022744625788115 0.0043035329914703976 -0.1002391623050074 -8.7036604398993728e-05 0.056109323873027396 0.072542081142655881 -0.094214549463315034 -0.10019289175231426 -0.100167039570618 -0.0013287153343608923 0.077043215838934698 0.018730354023626262 -0.095093677941272048 0.10003419697667321 -0.0003708657197334238 0.0080125216096182134 -0.00031101918236700892 -0.0021167124762261117 -0.0052061952686659752 0.0043087712042537453 0.0030916788433362867 0.0030106767226377139 -0.0031054867652815753
leaf_weight=24.418478065936235 0.52518336691696166 0.54639896529624821 0.0014632816700411713 7.6747694058384361 0.0054787707140349076 0.016444805642095162 0.0017769944861170117 1.5335434883464243 0.52447970721283388 0.01328893738893544 0.50970724836588488 0.0052969567126410775 0.019271584264060948 0.04550808984276955 0.0079599108433114907 0.0084591620543504886 1.0266128267776364 0.017624090702156536 0.0095582552348787431 0.041660821218954425 0.0035213641822338113 1.5466127321135585 0.58158649297273202 1.0035512635792119 0.51301528666403562 0.53533245761961712 0.53133596792901006 0.52940804922468487 0.5328612746919309 1.6515412671889702
leaf_count=1716 43 37 5 1378 11 9 105 32 10 63 28 15 8 33 35 76 79 14 19 52 4 229 42 33 21 61 38 40 216 181
internal_value=-7.58917e-07 0.00146828 -3.71059e-05 0.000418229 0.0494997 0.0911495 0.0460484 -0.000135562 -0.00113246 -0.00237519 -0.00793014 -0.0517042 0.00202481 -0.0814744 -0.0377403 -0.001111 -0.00386838 -0.0361269 -0.0676859 -0.0830843 -0.0413231 0.000812871 3.926e-05 0.00119133 0.00320862 -0.000391149 0.00128823 0.000528436 -0.000120724 -0.000184728
internal_weight=44.3817 1.07158 43.3101 7.69993 0.0251639 0.0196851 0.00324028 35.6102 5.31311 3.24201 0.601033 0.0913255 0.0325605 0.058765 0.0132569 2.64098 1.10744 0.0808237 0.0631996 0.0536413 0.0119805 2.07109 30.2971 3.69423 1.62401 2.07022 1.53489 1.04242 26.6029 26.07
internal_count=4633 80 4553 1508 130 119 110 3045 697 458 182 154 71 83 50 276 244 165 151 132 80 239 2348 235 103 132 71 61 2113 1897
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=15 4 19 18 18 17 2 3 10 9 4 7 13 15 2 2 6 6 13 17 5 17 15 0 3 5 2 2 17 17
split_gain=0.000260459 0.00282113 0.000655182 0.0201997 0.00831011 0.00727922 0.00233701 0.00182881 0.00107638 0.00151131 0.0005423 0.00267124 0.00205696 0.000576575 0.00623205 0.0043093 0.00259409 0.0227378 0.0115746 0.0205774 0.00916513 0.00858096 0.00122816 0.00109883 0.00736952 0.0199258 0.00368766 0.00108388 0.00107771 0.00101533
threshold=23.884857921950005 143.58239362595003 12.651020723000002 14.380989918050002 15.454705336800002 198.26219854015002 201.25557642380002 76.927540944650019 77.443724905700023 200.95377551580003 143.58239362595003 22.721067571950005 117.56896250265002 31.264641197600003 59.078594408600004 69.881082014850008 14.815346158200002 14.995350363950001 113.0174028878 191.40027208745002 18.057701168700003 196.01244718945003 32.355961258350007 95.988709089550014 85.468772425100013 17.089764221050004 106.26660184425002 73.064159960350011 189.90635174060003 191.86029796145002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -8 -10 11 12 -2 16 -15 -16 23 20 19 -19 -18 -20 -17 24 25 -12 -27 -25 -29 -30
right_child=10 2 3 4 5 6 8 -9 9 -11 13 -13 -14 14 15 22 17 18 21 -21 -22 -23 -24 27 -26 26 -28 28 29 -31
leaf_value=0.066530316682217872 0.052400382324155274 -0.00035324755865701182 0.0017017334250780825 -0.1012485888138589 0.10011406432594237 0.024750329570595614 0.081145603618458156 -0.10005427019836584 0.057121807827316518 -0.10003409899036647 0.054192909557680996 -0.065158907046962491 -0.023860241238702007 -0.10033492597524503 0.045600561717949767 -0.0047840408928983688 0.085719435507363717 0.060887145442044766 -0.00020759156477618315 -0.10021551101370396 0.022190241516058164 0.047959365346931737 -7.1224222229772148e-07 0.0050233860374574724 -0.00037986468387079305 -0.10028229756039364 -0.025954327022996701 -0.0040490575670769375 0.0034902165370376105 -0.00012077030406057663
leaf_weight=0.0062474522274039703 0.0062459369955679698 5.1517953696716221 0.51041825476589475 0.028261277731776113 0.0042797733476618296 0.0014006515652340568 0.0014616266680604903 0.0072589846549391268 0.0011404905149561273 0.001320315507655323 0.015558297286138001 0.0072653941169846794 0.0081547943896111974 0.0061982006300301809 0.020662688855735634 0.5460455611893299 0.044588052431208669 0.011173365945176039 0.50372464316063659 0.027299826011585537 0.046278113424705225 0.039916898232149833 31.631501441288584 0.53162503414205264 0.54233938947297866 0.026510568564845016 0.0089211196332712461 0.51662638007418582 1.0440162245795361 3.0637851204727822
leaf_count=5 17 1745 159 72 14 36 8 65 18 28 59 11 39 4 21 143 24 24 277 45 34 39 1319 15 64 57 28 63 17 183
internal_value=-1.37206e-06 -0.000631568 -0.000705086 -0.00396785 -0.0681003 -0.0125422 -0.0508621 -0.0798678 0.0131742 -0.0271983 9.17929e-05 -0.0157246 0.00921579 0.000100664 -7.1869e-05 -5.25682e-05 0.000965819 0.0068401 -0.000422136 -0.0534282 0.053364 0.00332907 -8.18842e-05 0.000278219 -0.00379713 -0.0401438 -0.0815677 0.000747187 0.000255595 0.000796978
internal_weight=44.362 5.71358 5.70734 0.555541 0.0451231 0.0168618 0.0125821 0.00865964 0.00392243 0.00246081 38.6484 0.0216661 0.0144007 38.6268 32.2044 32.1982 6.42236 0.672981 0.582115 0.0384732 0.0908662 0.543642 32.1775 5.74938 0.593329 0.05099 0.0354317 5.15605 4.62443 4.1078
internal_count=4633 2150 2145 400 241 169 155 101 54 46 2483 67 56 2416 1487 1483 929 443 385 69 58 316 1462 486 208 144 85 278 263 200
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=8 8 8 10 10 10 10 8 10 8 5 16 13 6 3 10 18 8 15 5 4 0 0 2 3 5 9 15 13 18
split_gain=0.000234405 0.000806375 0.00620902 0.00255056 0.00153225 0.00335238 0.00427001 0.00248112 0.000597554 0.000324168 0.000778266 0.000336182 0.000525286 0.000971614 0.00436108 0.000744074 0.00111692 0.027913 0.00057458 0.000577921 0.00054655 0.000869588 0.000441605 0.00136907 0.00306687 0.00144081 0.00233044 0.00177666 0.00117142 0.000469583
threshold=8.8430989333000021 8.9430209551500024 9.3427090425500019 62.425997789000007 63.452988794850008 63.910026677050006 64.630533455950015 10.242007239150002 64.953148431650007 8.7431769115000026 21.990725385850002 22.764946765650006 117.60660091645001 16.515385879350003 93.82450029455002 61.993156030000002 13.453871405300001 8.4434108459500017 46.674706678850008 24.225659292200003 257.19770387215004 86.208098410950015 86.264556031700025 163.12111328040001 93.716961969300016 21.482549112100006 181.33671263215004 36.270131511550012 117.55283175385001 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 7 -6 -7 -4 -8 11 -11 12 15 20 -15 16 17 -1 19 22 -14 -22 23 25 -25 27 -27 -17 29 -24
right_child=1 2 4 -5 5 6 8 -9 -10 10 -12 -13 13 14 -16 18 -18 -19 -20 -21 21 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=0.00040066065999617273 -0.00070502929493463165 -0.10026479757980628 -0.038696291396766232 -0.030488279813714554 0.10004653627238583 -0.056483949905180235 0.099765234056506294 0.031651431169362289 0.035259778065365878 0.0032065449191310256 -0.00033008605605790446 0.0023304082689094441 -0.0015461538053021598 -0.010161321942943353 0.00025642452605366449 0.00065578316269710509 -0.0006954536289674253 0.10015827413245074 -0.0032863410416325671 0.0033302383867414966 -0.00071783428995167734 0.0029936259687554706 0.0012490556376870744 -0.0092355383244826436 0.0015148924760668705 -0.0019591534679815436 0.0073556541461878427 -0.0065003798355932375 0.0027714573062842074 -0.0001664924846114964
leaf_weight=0.51456625192742922 0.51675039427154157 0.0074187551222166795 0.01057514985132002 0.017826452566815476 0.0054524021106772116 0.0057102030841633677 0.0027043005654263652 0.0095331438169523608 0.0030623263894513642 1.0511019116238451 1.5249757612887433 0.58809427832602423 1.5666810215043359 0.56682869423548243 1.3804779573336032 1.0241819882248875 0.50383334881652431 0.029665913827443546 0.52636674080984036 0.52655219965049482 1.525660490273957 1.076864193402798 2.5910772132273285 0.55198136940998643 0.51105437921806995 0.50531351471409036 0.57333571555045637 0.52465446511632752 1.5780831171578018 24.525294138750336
leaf_count=411 24 32 31 37 7 6 8 21 38 34 38 36 47 46 126 44 11 9 98 97 43 38 84 35 17 99 47 17 47 3005
internal_value=-1.76091e-06 -0.0020006 -0.0127497 -0.0509934 0.0133176 0.0354848 0.00481294 -0.00534513 0.0655101 2.46837e-05 0.00111294 -4.33767e-05 -7.7759e-05 -0.000931824 -0.00277601 7.372e-05 0.00269741 0.00583841 -8.51597e-06 4.39076e-05 -7.04625e-05 0.000817882 -9.5254e-06 -0.0010392 -0.00406727 0.000185904 0.00299196 -0.0017683 0.000122906 -3.12312e-05
internal_weight=44.3457 0.579033 0.0622827 0.0252452 0.0370375 0.0169292 0.0114768 0.0201083 0.00576663 43.7666 2.57608 41.1906 40.6025 6.11651 1.94731 34.486 1.04807 0.544232 33.4379 32.9115 4.16921 2.60252 32.385 3.69052 1.06304 2.62749 1.07865 1.54884 28.6945 27.1164
internal_count=4633 204 180 69 111 59 52 52 46 4429 72 4357 4321 300 172 4021 431 420 3590 3492 128 81 3395 259 52 207 146 61 3136 3089
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=6 5 5 4 18 18 3 9 6 18 2 13 6 8 2 16 7 18 15 6 12 14 5 6 16 5 17 3 0 2
split_gain=0.000253294 0.000748044 0.000739451 0.00198781 0.00206779 0.00123667 0.00397573 0.00276397 0.00227942 0.000589861 0.00167423 0.00124557 0.00107766 0.00356486 0.00115844 0.00121453 0.000991754 0.00673035 0.00993124 0.00472846 0.00447388 0.000804479 0.00130992 0.000616189 0.000785371 0.000609346 0.00137985 0.000568319 0.00109314 0.000550758
threshold=16.485385178400005 20.201591378100002 21.191508333600002 184.37197564920004 13.24088655595 13.258241318650002 93.716961969300016 196.40176798710004 16.545386580300001 13.344136431100003 184.20633225945002 117.67650082785001 16.415383542800004 8.3434888241000014 131.42729508740004 22.624947093000003 23.209106085000005 13.453871405300001 31.445204138150004 16.165377701450002 96.350437043050007 354.56833066625006 20.093158056800004 11.895277931250002 11.949972055800002 11.926356180100003 193.58688265170002 93.216908757050007 85.823648898300021 154.46567853970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -5 6 -4 8 -7 10 11 12 14 -14 15 -1 17 -11 19 20 -19 22 25 24 -23 26 -22 -18 -29 -9
right_child=1 2 5 4 -6 7 -8 29 -10 16 -12 -13 13 -15 -16 -17 27 18 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0053013980419172047 0.0033051872266419767 -5.0413240603376808e-05 -0.0089996162593506696 -0.00077159531212826955 -0.0096936507317000077 0.0097318577352809906 -0.00016417749785416517 0.0012644497157191256 0.00066374218597724721 -0.0010942489653507897 0.0062848016417471663 -0.0041427796603746899 0.00013858893172677487 0.0092319585207603812 -0.0021129684148083554 -0.0013989446350899078 0.00014249589856649866 -0.10026587538127144 -0.091849814123271492 0.086552835007667431 -0.10001286934494413 -0.033607317170692992 -0.10002537524199272 0.099954142066720514 0.060293142510202014 0.048931878746524417 0.059057429603535966 0.0010847073005984442 -0.005370647868174195 -0.0011349662789731619
leaf_weight=0.57643922705304496 0.53336170524306226 2.0339104689617495 0.58353771015936029 0.49821407441049792 0.54273988780551008 0.57865801310472953 4.0023573148377745 1.5280245239851566 0.53208631427654474 0.51971263052154393 0.55537373756319564 0.51828906405353325 1.5393913269793551 0.59881626641890751 1.5310348498604225 0.50976732932031155 23.507614532539534 0.0050090986422403052 0.020783834689437009 0.005361717933006104 0.001144699704770602 0.0015129672963212215 0.0012971601159796897 0.0013838326497888076 0.0021657285930629655 0.0023747975073251659 0.0010414661325874874 0.51006748783047828 0.54008268680991023 2.5583176496056836
leaf_count=161 33 36 55 3 42 32 649 26 30 48 107 10 45 54 77 13 2735 11 31 9 83 27 48 10 37 48 18 45 28 82
internal_value=-1.13085e-06 -0.000364481 -0.000516705 -0.00186938 -0.00542344 -9.15489e-05 -0.00128845 0.000964597 0.00538791 0.000156088 0.00106236 0.000512388 0.00101975 0.00268523 -0.000340905 0.00215686 -5.42171e-05 -0.00420858 -0.0426767 0.0053241 -0.0220163 0.0138753 -0.0113559 0.0430717 0.0216739 0.0138622 -0.0242335 4.08188e-05 -0.00223522 -0.000237742
internal_weight=44.3399 13.3912 12.8578 3.07486 1.04095 9.78298 4.5859 5.19709 1.11074 30.9487 5.82911 5.27374 4.75545 2.13821 2.61724 1.08621 25.1196 0.561788 0.0420753 0.0212915 0.0159298 0.0109207 0.00585812 0.00506253 0.0036787 0.00456096 0.00218617 24.5578 1.05015 4.08634
internal_count=4633 988 955 81 45 874 704 170 62 3645 467 360 350 99 251 174 3178 370 322 291 282 271 197 74 64 149 101 2808 73 108
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=19 2 6 15 5 14 3 16 0 2 15 16 10 18 7 16 6 6 18 6 7 2 14 13 6 6 17 7 13 9
split_gain=0.000298358 0.000892346 0.000237297 0.000773521 0.00219089 0.00156939 0.000619491 0.00187197 0.00130325 0.000760879 0.0155914 0.00499632 0.00609013 0.00219269 0.00400328 0.00364347 0.00312759 0.00260824 0.0027148 0.00200141 0.00231722 0.00113491 0.00185537 0.00152393 0.00078508 0.00344013 0.000869651 0.00171473 0.000906299 0.000701586
threshold=14.651182102100002 241.49325970385004 16.455384477450004 41.831907381600011 23.714185006400005 274.15552132740009 93.499196860750018 22.644947046300004 85.799452775150016 207.58106365020004 45.102215827400009 22.614947116400003 62.041548276350007 14.693728290050002 25.487785026200005 18.924955745200005 13.775321858200002 13.705320222600003 17.108018746400003 13.005303866850001 24.545313225450005 223.32247823975004 366.02505068985005 83.654063187050014 16.245379570700006 16.405383309150004 192.44445991605002 23.473156321500003 117.58509325145 218.58608511610001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 7 9 -8 24 11 12 -11 -14 19 16 17 18 -16 20 -15 -20 -23 -24 -1 -26 -27 28 -28 -25
right_child=1 -3 3 4 -6 -7 8 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 21 -21 -22 22 23 29 25 26 27 -29 -30 -31
leaf_value=-7.0563198847353983e-05 0.0043708611744602615 -0.0014111600632584853 -0.00055016524686882272 0.0063385493884801445 -0.00013337325004577654 -0.0060406516394743356 -1.1486118237522935e-05 0.0057421193726595885 -0.0056168537206950607 -0.10020768351936482 -0.092379148532621233 0.053334048791853862 -0.0028128064831915304 0.046313729208664979 -0.088367989755291643 0.056539070117387527 -0.10007028942263277 0.10004436207513255 -0.080287210984289786 0.082672246394049451 -0.082445133099700849 0.087782578850621532 0.042220359537136265 -0.10001225755539483 0.0084382564630106141 0.0013598070500277814 0.0037298936223241147 -0.0062372194169811801 -0.0022295486110348694 0.0039568454967650003
leaf_weight=19.783628278387003 0.56670531070380892 0.50456224766094238 9.8442859082172287 0.60264315098174748 3.9610649348108993 0.54967336562637825 1.5404787478789601 0.60865317697243781 0.56761497841591779 0.0062532049029176964 0.01905796498610357 0.016756317025283352 0.52950538354906396 0.0060937903076307975 0.0041698358594128857 0.0072021097257675129 0.004474198129321926 0.0020439957734197369 0.0012558129166286855 0.011053728001323648 0.0018136968716788715 0.002811848815293061 0.0026644500928796333 0.001828763578203052 0.59910355904139478 3.04721726331627 0.5230573183216618 0.51883397763594974 0.49829455302096903 0.0010061203324127632
leaf_count=1868 70 10 643 40 188 164 255 89 49 15 41 14 134 109 120 21 73 2 36 57 45 28 234 95 67 33 81 9 3 40
internal_value=-1.01828e-06 0.00164755 -4.18403e-05 -0.000364013 0.000721252 -0.000840524 0.000128411 0.000261123 -0.00152076 0.000130749 -0.00333549 -0.00050213 -0.00205165 -0.000985904 0.019854 -0.00455042 -0.0262721 -0.00534876 -0.0210309 0.0551933 0.016781 0.00831838 0.0217066 -0.0120785 0.000216535 0.00131166 0.000380939 -0.00155572 0.000822416 -0.0631129
internal_weight=44.3338 1.07127 43.2625 14.9577 4.56371 10.394 28.3049 26.1968 2.10809 25.5881 0.617991 0.598933 0.582177 0.575924 0.0464184 0.0274571 0.020255 0.0157808 0.0137368 0.0189612 0.00790749 0.009567 0.00831118 0.00549933 24.9701 5.18651 4.5874 1.54019 1.02135 0.00283488
internal_count=4633 80 4553 1035 228 807 3518 3214 304 3125 1064 1023 1009 994 860 649 628 555 553 211 154 433 397 369 2061 193 126 93 84 135
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=17 0 17 13 13 2 7 0 18 7 13 0 6 7 2 2 15 4 14 7 17 17 12 7 8 9 15 18 2 3
split_gain=0.000247047 0.00283472 0.0171537 0.00715204 0.00721739 0.00587012 0.000928373 0.0103164 0.013478 0.00829475 0.00612035 0.00261214 0.00172116 0.00105525 0.00593878 0.00056757 0.000732983 0.0217779 0.00123661 0.000742693 0.000557821 0.000478941 0.00214265 0.00145738 0.00311488 0.00147238 0.00138511 0.000944712 0.00122991 0.000993073
threshold=188.27285108100003 85.769879735700016 189.31980273685002 117.67650082785001 117.97223122220002 135.87377242040003 22.812602664350003 85.990333302400003 13.344136431100003 22.598495330900004 117.48293184245001 87.525442894850016 14.055328400500002 22.929105819350003 56.799426908350007 86.916594916350007 42.968808980200009 180.98021180325003 185.69548234475005 22.650953015950005 189.19102531915004 182.37451917730002 150.80177373595004 22.812602664350003 5.1459841250500009 70.238863950400017 39.864684991950007 14.693728290050002 305.67240907785003 93.571785230250015
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -4 7 -3 10 12 11 -9 -10 -8 -15 -1 17 -17 -19 -18 -16 23 -23 24 25 27 -24 28 29 -20
right_child=1 6 3 4 -6 -7 13 8 9 -11 -12 -13 -14 14 20 16 19 18 21 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00020750104937836079 0.083538313954452492 -0.00097439924247478063 -0.0081673564340522097 0.071462473806911703 -0.035752568256967834 -0.10013524467052133 -0.0042730078257409735 -0.017243782482172482 -0.021819050295253092 -0.090594316721590407 0.085116137915504306 0.052462821676082488 0.093567383154934541 -0.10011878597792866 0.0033083353605463601 -0.093623552620061598 0.002656827337635493 0.02122653864408133 -0.02260200601226222 -0.0012799716799440932 7.494805627678865e-05 -0.0072878906263917163 0.0036756192522420122 -0.0002967453872110015 0.096171202367924924 -0.10000937378339635 -0.0021716284848428014 0.082048246507146649 -0.10001392440591955 0.042845787290338194
leaf_weight=8.1505122518352824 0.027208668344858702 0.52855361346122087 0.015756262640934441 0.014312990620965138 0.011185382039911929 0.012403814312316724 0.55856601292680608 0.01054310443578288 0.001915679945748038 0.011173611843133813 0.037793919211253524 0.01096879352922997 0.003975501298555173 0.0059098247392367345 0.54386195195779663 0.025667154039728746 0.90040041764193279 0.024371072275170991 0.0041571197125289949 1.0244173943046382 28.155146296183748 0.62740302517023572 0.55146425018236733 1.5290130360687801 0.0049149178594314327 0.0012546513731365389 1.5265855163293052 0.0017371105094703418 0.0010541476922867341 0.0052416925859004107
leaf_count=368 24 45 23 15 38 100 46 27 64 26 23 15 8 36 38 87 58 33 96 42 2168 81 236 388 24 352 25 25 41 81
internal_value=-9.78864e-07 0.000162594 0.01886 -0.0139365 0.0244304 -0.0486769 0.000111972 0.00398961 0.0383451 -0.0399704 0.0608797 0.0182992 0.0560463 3.18147e-05 0.000115582 -0.000341696 -0.00106046 -0.00178606 -0.00123495 0.000561603 0.000136223 -0.00136367 -0.00216624 3.95456e-05 0.0280463 0.00314218 -0.00061991 0.013759 0.00241039 0.0138981
internal_weight=44.3275 29.9493 0.0808671 0.0536584 0.0254984 0.0281601 29.8684 0.604924 0.0763706 0.0170648 0.0593058 0.0215119 0.00589118 29.2635 28.7049 14.3782 6.22768 4.30286 4.2772 1.92482 28.699 4.25283 2.70545 1.54737 0.0183596 0.0134447 2.07805 0.0121901 0.010453 0.00939881
internal_count=4633 2696 200 176 53 123 2496 208 163 98 65 42 72 2288 2242 1937 1569 1469 1382 100 2206 1349 342 1007 619 595 261 243 218 177
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=19 12 2 19 3 5 5 5 5 5 9 9 5 17 9 18 18 17 7 6 17 2 15 9 16 10 0 7 0 17
split_gain=0.000277152 0.0016593 0.0037889 0.00273013 0.000872511 0.000806189 0.0010509 0.00154248 0.00105988 0.00138277 0.000414144 0.00100263 0.00129111 0.000670279 0.000855056 0.00119367 0.000658784 0.00192937 0.000542833 0.00143369 0.00240547 0.000798432 0.00129044 0.000792305 0.000854414 0.00130081 0.000837168 0.000614102 0.00177345 0.000427653
threshold=14.451165964200003 84.828830943350013 72.043920985000014 14.551174033150001 92.585121096400016 21.043187000650004 24.393336510100003 22.887221773600004 22.245176011200005 21.438877744300004 199.17419511990002 200.84251237905002 21.191508333600002 204.45912381470004 198.14098854835004 13.055593598800002 14.483350136800002 197.02652249450003 25.334697901700004 14.235332606250003 207.48293496715004 121.36426933400001 38.567335632300008 202.86134752310002 18.369957043050004 67.181880221750006 94.165934477050016 25.554696898500001 97.789976036950009 196.70927211395002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -4 -6 7 8 9 -7 13 12 16 14 29 -16 -12 -18 19 20 -13 23 -23 26 -25 -26 -21 28 -20 -1
right_child=1 2 4 -5 5 6 -8 -9 -10 -11 11 18 -14 -15 15 -17 17 -19 27 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00028680858437304203 -0.038711075510516585 0.077774633207688543 0.0041631133979568346 0.0047010427141596402 -0.0017962753554716963 4.0136810377070417e-05 -0.0031539066654719633 0.0062536873131560991 -0.0018203233006218224 0.0062040688574718349 -0.00051419744218136551 -0.0085135868362319744 0.0045956126957972035 0.0030139434984303459 0.00022735767241511361 -0.0064699945966131718 0.0066766967159581029 -0.0018535186365699113 0.0068728072877420254 0.0060021234782574222 0.00096087266929672794 -0.0053521990215067358 -0.00045442265427173586 0.0017125682839370265 0.0005010405271295528 -0.0055503785141952922 0.00031377958417656382 4.1574379424837054e-05 -0.00020080886792122363 -0.0030013011254170288
leaf_weight=14.438230607130322 0.010699583668609125 0.010927318990070378 0.60241442626022479 0.0096087376441573724 1.522866459524266 1.0229055678501042 0.54123223873015325 0.58541201050083902 1.0863497899003958 0.56494710662445857 2.009291584705355 0.56999932283662313 1.0618817173782416 0.53311411107516704 0.50191101193195098 0.56647072613304772 0.55010241092541157 0.51188135711498717 0.54674677517552961 0.53061497515977707 0.50573147591785528 0.60932134272582761 4.5925942184994391 1.5302915375208472 1.0175878124372557 0.54572315438053909 0.50492840904553304 5.6216889317920655 1.0076647739621192 0.60468948423778179
leaf_count=1999 30 13 120 33 31 23 114 82 33 46 19 84 21 285 6 51 33 23 65 16 9 100 128 34 46 131 32 687 29 310
internal_value=-7.76323e-07 0.000633802 0.000704593 0.0435838 0.000556002 0.000147833 0.000926769 0.00160433 0.000586537 0.00223322 -9.9326e-05 0.000188333 0.0015898 -0.000474636 -0.000590071 -0.00332367 0.000550557 0.00256509 -0.000141107 -0.000602503 -0.00405938 -0.000203977 -0.00102812 0.00083428 3.28457e-05 -0.0016114 0.0032285 0.00052801 0.00228726 -0.000395925
internal_weight=44.3178 5.95736 5.94666 0.0205361 5.92613 5.32371 3.80085 3.25961 2.6742 1.58785 38.3605 21.716 4.13316 16.6444 16.1113 1.06838 3.07128 1.06198 17.5829 10.4068 1.07573 9.33106 5.20192 4.12915 3.0936 1.56331 1.03554 7.1761 1.55441 15.0429
internal_count=4633 525 495 46 449 329 298 184 102 69 4108 1457 96 2651 2366 57 75 56 1361 580 93 487 228 259 211 177 48 781 94 2309
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=19 2 16 6 5 15 18 6 16 13 8 5 0 15 3 3 3 3 13 6 16 3 17 3 19 18 18 4 2 10
split_gain=0.000297206 0.000644642 0.000328684 0.000294677 0.000712345 0.00276087 0.000598587 0.000916615 0.000593594 0.00212705 0.000801371 0.00228588 0.000653336 0.000540926 0.0011021 0.00538527 0.00557309 0.00250601 0.00052958 0.000764104 0.00217233 0.01812 0.0299461 0.0299213 0.000803471 0.00178217 0.000695803 0.000495085 0.000871639 0.000854737
threshold=14.651182102100002 241.49325970385004 22.764946765650006 16.455384477450004 21.191508333600002 35.645792850250011 13.220529463200002 16.605387982250004 22.614947116400003 117.60122400020002 8.2435668022500028 22.458857822500004 86.036037090600004 44.024213102900006 93.794927255050013 93.077108934250006 92.913112988300014 93.571785230250015 117.67650082785001 16.245379570700006 22.544947280100004 93.181958801350021 199.05253715360001 89.256809930900019 14.351157895250003 13.278511569200001 13.629518043050002 240.79927845295001 216.39684782960003 62.165217350350012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 5 6 -5 -8 9 27 -10 -12 -13 18 15 16 -15 -17 19 -1 21 22 26 -24 -22 -26 -21 -6 29 -29
right_child=1 -3 -4 4 8 -7 7 -9 10 -11 11 12 -14 14 -16 17 -18 -19 -20 20 24 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-6.8520517768170299e-05 0.0039709616374732845 -0.00094553088692360572 0.0022794832163924843 0.00087211568516475753 0.0014652649923406172 -0.0081205772615386279 -0.0052078259762431481 0.00074357957905162454 0.0017799716581466257 0.006522630969108845 -0.0072885112871560638 0.00015404853078650654 -0.0027159071186308274 -0.014792831342742669 -0.0012158529023521254 -0.060225128482648362 0.072739136398261739 -0.01301941810970321 -0.0029622819316067117 0.10014729417229096 -0.0004002026595018031 -0.0017846276157005157 0.052608142030640473 -0.079801795582915627 0.0068548294224060535 0.00053487472211019614 0.075940972546133467 -0.00537693298037107 0.0016441592359747745 -0.00070940661772368665
leaf_weight=20.388211893425776 0.5639557971664988 0.50595098803751171 0.60181377835192407 1.5281546562328014 1.5464904722659278 0.56276414494732296 0.51935544742445905 0.51581791296423285 1.0427845895919743 0.56226446862126067 0.56001773074967776 3.4267531222812089 1.0321152096221338 0.019488497474030364 0.50514969569162937 0.022134240685772966 0.011605366624280578 0.022861040234488428 0.5272648455493244 0.041667190089356043 3.5385514098597923 0.50502555584363318 0.040016056176682469 0.029757413169136271 0.57024340645875815 2.051064371731627 0.01660805226129014 0.53144236938157985 1.0267064235597385 1.4988937872100081
leaf_count=3052 70 10 95 22 323 29 39 25 36 118 25 121 18 51 48 22 5 22 23 73 37 21 31 13 76 32 10 71 99 16
internal_value=-4.61229e-07 0.00164599 -4.11954e-05 -7.39466e-05 -0.000442994 -0.00177807 -0.000385606 -0.00224229 -7.12659e-05 0.00071638 -0.000742503 -0.0012666 -0.000510274 0.0001133 -0.00290584 -0.0141255 0.0178773 -0.036241 0.000176633 0.000237522 0.00115607 0.00673425 0.0403328 -0.00386285 0.000582781 0.00190973 0.0932487 7.21881e-06 -0.000730375 -0.00193114
internal_weight=44.3149 1.06991 43.245 42.6432 14.3536 3.12609 2.56333 1.03517 11.2275 5.1658 6.06167 5.01889 4.45887 28.2896 0.581239 0.0760891 0.0310939 0.0449953 27.7084 27.1811 6.79293 0.633074 0.128049 0.0697735 6.15986 2.62131 0.0582752 4.60353 3.05704 2.03034
internal_count=4633 80 4553 4458 942 115 86 64 827 627 200 164 139 3516 148 100 56 44 3368 3345 293 148 127 44 145 108 83 509 186 87
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=19 2 16 0 3 18 17 0 18 15 4 16 15 7 8 15 9 5 3 0 2 3 4 18 13 3 6 10 7 17
split_gain=0.000240889 0.000523807 0.000266585 0.000318408 0.000596327 0.000577474 0.00213013 0.000642328 0.000606554 0.00107137 0.00445775 0.00254184 0.00155363 0.00149176 0.000963925 0.000956304 0.00270779 0.00104472 0.00397414 0.000724581 0.000533425 0.00142594 0.00333019 0.00453714 0.00200418 0.00147601 0.00103906 0.00177758 0.0011817 0.00139081
threshold=14.651182102100002 241.49325970385004 22.764946765650006 85.990333302400003 93.668569722950011 13.087929333200002 162.04221493815001 86.420486603250012 13.193283301750002 41.195083317300011 286.34948838025008 22.594947163200004 39.864684991950007 23.756021375100005 8.6432548896500023 37.882159664350006 200.95377551580003 20.911722254300006 92.738363209800013 86.538778761000017 175.26802860955004 80.785478361850011 310.24664133230004 17.549283450150003 98.790082461450012 80.384898100400008 13.705320222600003 78.290589216800015 24.103872582350004 180.19381692845005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 12 -11 13 15 -12 -14 17 -17 20 -19 -20 -10 22 23 -22 -25 26 27 -24 -29 -30
right_child=1 -3 -4 5 -6 6 8 -9 9 10 11 -13 14 -15 -16 16 -18 18 19 -21 21 -23 25 24 -26 -27 -28 28 29 -31
leaf_value=-0.0038792021178471257 0.0035832969354855334 -0.00085042828382507095 0.0020553090081507938 0.0034009304976716018 -0.00040950937357287387 -0.08743628492602451 -0.0023971728373482094 0.00019231369407659562 0.00027371264522584293 0.0094976415162547206 0.006069140640290363 -0.0058883760495664463 -0.0067501967385838694 -0.0014485872521293325 -0.00069953898621034579 0.0078372633047681158 0.00010983671001043071 -0.0093546662105256986 -0.0020208597154452558 0.00086391581442220539 -0.10006197494829812 -0.0010634815355098045 -0.081899099886159496 -0.051289778852056628 0.10002161755817154 -0.10009190812362118 0.088816960418664465 0.062067627074472824 -0.10004392149207549 0.009644842597684786
leaf_weight=0.5326502986363274 0.56255031780847164 0.50625792081700638 0.60076816047785442 1.0531559343544352 7.0714226523392352 0.0027894198860413102 1.0611111103785464 1.5307551811986 19.235505114022928 0.60223296346884891 0.53415693141471343 0.57940811186199415 0.55754772522051499 0.52180109587212531 0.49887971844145795 0.58373785552316748 2.0319601434824506 0.5735062490395596 1.5332648899857306 2.0148541118833236 0.0090587072769107158 2.0836374083676041 0.0022217355540163899 0.0015658328544319042 0.0019851942925015464 0.0013330346391740014 0.001493400792242027 0.0038348168192214862 0.0012801404733640007 0.011917015571644818
leaf_count=45 70 10 95 23 976 191 38 58 1428 39 14 85 66 48 7 27 59 113 24 66 100 329 57 42 5 13 3 34 71 497
internal_value=1.41803e-07 0.00148319 -3.65182e-05 -6.59926e-05 -0.000652555 6.13234e-05 -5.32451e-05 0.00150009 -4.57327e-05 3.37678e-05 0.00214248 -0.000566096 -0.000128114 0.00235426 -0.00389288 1.34681e-05 0.00183434 -0.000173491 -0.00163111 -0.000382695 0.000107852 -0.00139825 -0.021506 -0.0625058 0.0333005 0.00190853 0.00846222 0.00222956 0.0132037 -0.000995103
internal_weight=44.3066 1.06881 43.2378 42.6371 7.60407 35.033 32.4491 2.58391 32.4463 31.3852 2.2376 1.63537 29.1476 1.05596 1.05643 28.0912 2.6157 25.4755 4.12163 3.54812 21.3538 2.11833 0.0346899 0.0126097 0.00355103 0.0220801 0.0207471 0.0192537 0.017032 0.0131972
internal_count=4633 80 4553 4458 1021 3437 3356 81 3165 3127 186 147 2941 62 73 2868 86 2782 203 90 2579 1151 822 147 47 675 662 659 602 568
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=15 15 5 5 13 12 4 16 16 18 6 12 3 15 2 2 7 15 9 4 15 2 6 6 7 16 15 10 5 13
split_gain=0.000250461 0.000478979 0.0016205 0.0154186 0.0129941 0.000774515 0.000716556 0.000595251 0.00953521 0.0163999 0.00614591 0.00593112 0.00419862 0.0014026 0.00220542 0.00143265 0.000505555 0.000505138 0.000478106 0.0101764 0.00798017 0.0109042 0.00598913 0.0049458 0.00463465 0.00259298 0.0020042 0.00110063 0.000653482 0.00143026
threshold=24.474073043650005 28.579157549250002 16.904667913650005 17.640922824350003 108.22388204120001 94.177001085000015 157.77812180380002 18.764956119400004 18.684956306450005 14.032563378150002 14.935348962050002 95.011694655150009 84.850427055100013 31.264641197600003 71.708303056200009 72.043920985000014 25.310613269850005 32.355961258350007 206.78020849415003 180.98021180325003 18.727385209150004 158.58656282205001 13.915325129350002 13.665319288000001 26.005367513800003 9.7049773055000017 20.343341900300004 83.602982482550019 16.546942136250003 103.89008753490002
decision_type=2 2 2 2 2 2 2 2 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 16 4 -4 -3 -7 8 9 12 -11 -9 -8 -13 -15 -16 -2 -17 28 -20 24 -22 23 26 -21 27 -23 -26 29 -1
right_child=1 5 3 -5 -6 6 7 11 -10 10 -12 13 -14 14 15 17 -18 -19 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00027727535757330273 -0.00324388480521123 -0.0036875894912405723 0.072203099965832809 0.001049384688514913 0.00082961806935502613 0.030658028810804594 0.10009735351831511 0.10005093750621932 0.00086891939369365548 -0.096870328402608438 0.027004605446702769 0.0049075035739789361 -0.0071913475828213258 -0.10012206262977517 0.10000243870740758 -0.0030784681081431828 0.00024129060529338344 3.3150347459312935e-05 0.0010891590203631848 0.092946426049417968 -0.10020718594705701 0.060600628855047446 -0.074465067841684662 0.10006523926703059 0.10001133558029647 -0.10005734661301456 -0.10002359739043575 -0.032038720301545823 -0.0015303744029809801 0.005283621946262862
leaf_weight=3.0770479399670965 0.52333661605835891 0.56783786489723453 0.058154060645392414 1.5507363324127352 0.04543811987969093 0.0076405107974996103 0.0070608393289125493 0.005934295302721603 0.5173953152152535 0.031294132712191836 0.0045929864745914975 0.58805049941040621 0.0075453272996526266 0.0022008373634915248 0.0014320944319504694 0.53062887467364461 2.0334338096553601 31.074794722443254 0.51325689043728884 0.0058720457620324851 0.028395323881085233 0.0011629671281525589 0.0063133285802905439 0.0066687956568785012 0.0013552422024076805 0.0028878489978847455 0.0023395292210963703 0.0011814546849051588 2.5533922636238873 0.54433567964521135
leaf_count=1223 130 104 19 290 27 7 3 5 24 265 10 136 39 3 20 43 106 1149 25 14 66 13 9 5 5 97 53 128 571 44
internal_value=1.79228e-07 0.000100937 0.00110587 0.00354459 0.0408969 -2.59697e-05 3.74621e-05 3.0323e-05 -0.00317907 -0.044658 -0.0810163 8.69194e-05 0.0446736 6.84949e-05 -2.15294e-05 -1.45592e-05 -0.000472078 -1.90911e-05 -0.000560924 -0.00333351 -0.0437413 -0.0626506 0.00204194 0.0495299 0.0313831 -0.0352588 -0.04669 0.0385096 -0.000305237 0.000558592
internal_weight=44.3017 37.5575 4.2111 1.65433 0.103592 33.3464 32.7786 32.7709 0.567889 0.0504933 0.0358871 32.203 0.0146062 32.1971 31.6091 31.6069 2.55677 31.6054 6.74421 0.569433 0.0561765 0.0448799 0.0164846 0.0101713 0.0112966 0.00542455 0.0035025 0.0025367 6.17478 3.62138
internal_count=4633 2380 572 336 46 1808 1704 1697 341 317 275 1356 42 1351 1215 1212 236 1192 2253 415 390 146 80 71 244 230 66 133 1838 1267
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=17 7 4 17 12 7 12 12 6 0 0 18 0 6 7 14 18 18 6 6 12 16 7 10 5 18 9 9 2 7
split_gain=0.000220354 0.00527405 0.0110562 0.0132729 0.00905444 0.00802731 0.00599817 0.0107746 0.0031913 0.00139745 0.00113092 0.000532265 0.0018664 0.00138814 0.000733416 0.00221083 0.00162661 0.000830043 0.000565523 0.000775026 0.00215193 0.000618358 0.000415284 0.0166797 0.004787 0.000785906 0.000399949 0.00340641 0.00146649 0.000895899
threshold=188.27285108100003 22.721067571950005 194.12161462850003 189.44392401325004 113.06878671485002 22.598495330900004 146.06315430690003 171.52228777160002 16.385382841850003 85.882794977150013 89.576736448400013 13.304953393500002 86.345209775600011 16.465384711100004 23.209106085000005 156.96193988595004 13.378437733750003 13.344136431100003 16.565387047600002 16.525386113000007 87.068884678600014 22.674946976100003 24.717948180000004 78.27445846800002 16.546942136250003 14.741741751300003 196.40176798710004 197.47612518640003 63.19085977000001 23.960918281000001
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 9 -5 -8 10 -2 -9 12 13 -3 16 -16 -13 -17 19 20 -19 26 25 24 -24 -1 29 -28 -29 -22
right_child=1 11 3 6 -6 -7 7 8 -10 -11 -12 14 -14 -15 15 17 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00032581739766498769 0.02712571842132952 0.0014126802211220429 0.068824980451307055 -0.10043443398136548 0.10007850893367741 -0.044780664469475887 0.092149448214934204 0.099890103927869886 -0.10019226865286456 0.070361116694756767 -0.032162983219896274 -0.00031613535063633588 0.0046881021837629185 -0.0047951312399976418 -0.031435375336238726 0.0040096928890924919 -0.0063084838970623117 0.0419077895441239 0.0032090672813579451 -0.0027119354049685608 -0.00031971473183418285 0.0034237340832678105 -0.016715480550227233 -3.2441947093015473e-05 -0.10063161122961234 0.0036266450826025818 0.0077730334258297885 -0.10024363881976808 -4.2738244150327495e-05 -0.0046875026065157591
leaf_weight=12.788160889516915 0.014278392001874862 1.0414907055766236 0.012967505402528438 0.013915991303839803 0.022250071226153523 0.012823250734072644 0.0063058651421670211 0.0011496609100731811 0.0086882525967726457 0.015691385327107454 0.0014878556536501719 2.0380588827591009 1.0556278550648128 0.55066026555323322 0.022194093829965733 0.54219318172198683 0.58244965280453564 0.012305584200304476 0.55462967869175273 1.0240478893383613 3.6125122758262123 0.53920025838306074 0.0099533969721511406 1.0261416166834394 0.021442328133645105 0.52367883505154544 0.57511204898401302 0.0014607412740613715 17.118793576186789 0.53977670135250733
leaf_count=1288 23 32 31 18 19 29 17 3 44 19 40 34 23 34 17 13 104 40 54 27 188 51 23 483 35 108 39 1 1171 625
internal_value=9.69674e-09 0.000154588 0.022055 -0.0163447 0.0483356 0.021432 -0.0513532 -0.0126153 -0.0709453 0.0497626 0.0253973 7.41003e-05 0.0014275 -0.000734349 -5.78266e-05 0.000111968 -0.00164803 0.000140523 5.30323e-05 -2.16983e-05 0.000101294 7.83142e-05 -0.000321855 -0.00222918 -0.0740277 -0.00017033 -4.2508e-06 0.000203008 -5.12876e-05 -0.000887505
internal_weight=44.2894 29.9201 0.109558 0.0445151 0.0650431 0.042793 0.0315476 0.0176316 0.0113258 0.0299698 0.00263752 29.8105 2.64778 1.59215 27.1627 24.5422 2.62051 24.52 23.9778 23.4232 22.3992 22.3869 14.3694 1.05754 0.0313957 13.3118 21.8477 17.6954 17.1203 4.15229
internal_count=4633 2696 243 153 90 71 122 104 87 42 43 2453 89 66 2364 2226 138 2209 2196 2142 2115 2075 1937 541 58 1396 2024 1211 1172 813
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=6 15 2 15 8 2 16 3 17 15 17 15 2 5 13 6 18 3 17 13 9 2 17 18 3 15 5 6 9 5
split_gain=0.000231404 0.000776355 0.00140967 0.000925475 0.00053705 0.00129055 0.000479686 0.00134217 0.00114564 0.0219041 0.000708191 0.00214579 0.00220163 0.000548762 0.00193437 0.000390769 0.0021794 0.0128643 0.0138033 0.00772429 0.00570283 0.00531997 0.00210238 0.00125557 0.0140961 0.0268365 0.00156123 0.000851746 0.00140037 0.00074732
threshold=16.465384711100004 42.968808980200009 194.59788170430002 44.732387748900003 8.4434108459500017 247.02271001585004 22.594947163200004 92.738363209800013 195.14561408000003 36.548474543700003 187.63270803470002 36.136500007950012 176.47634813035003 21.757682542950004 117.60660091645001 14.745344522600002 14.380989918050002 85.589753040950015 208.00356650210003 112.67059178900001 208.17787845895003 122.71527679435002 162.04221493815001 13.956123578150001 88.813214339350012 31.445204138150004 20.452758643300005 14.415336812050002 197.00658341100004 21.252944829650001
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -5 -6 8 -8 9 -2 11 -9 -13 -12 -15 22 23 -18 20 -20 21 -19 -1 26 25 -25 -17 -24 -29 -28
right_child=1 3 -4 4 5 -7 7 10 -10 -11 13 12 -14 14 -16 16 17 18 19 -21 -22 -23 27 24 -26 -27 29 28 -30 -31
leaf_value=-0.086458078370966709 -0.00024659479608015188 0.0036296320613285098 -0.0056834656717321252 0.00097256711465363828 -0.0052029972030618911 0.0017885821096284386 -0.0058552912193701864 0.00057310830331879273 -0.00034435756952675843 0.086598185417199894 -0.00095552664458749259 -0.0096187327586198454 -0.00046587446105931 0.0064840852192868878 -0.00076764102926976489 0.0054693304722287853 -0.00026767825894366814 0.10020125161457778 -0.10014965204751987 0.012956530253044421 0.011758854421956004 0.043362953645819935 4.584346569680605e-05 0.002575155122549474 0.0023141953066547912 -0.10051659793597556 -0.00092426047383027546 0.00079754920236384068 -0.0064835008479777858 0.00085867578712811262
leaf_weight=0.002821571438480385 0.51852523840717024 0.92416835671065101 0.55577254666674747 2.0361125485840152 0.54333991056700603 0.51354673664853578 0.52887920080684114 1.5282036631951998 3.0433844267096966 0.030766008195996619 1.5287858518131545 0.55587021690962479 0.49846620857715607 0.55472942057531316 1.0918126538945214 0.60546839135713426 0.53844448910897824 0.031377047038404271 0.0092865419273948646 0.017259867017855868 0.022174876808691124 0.034655688345537783 16.406415109165174 0.065260150182020471 0.57263745063817451 0.041187543077512601 3.5817626181596989 0.52253251576524984 0.53420773680561418 6.8410770866618442
leaf_count=253 424 41 171 78 45 26 9 41 62 16 34 53 2 19 35 95 75 19 20 34 29 35 2174 28 83 23 123 39 184 363
internal_value=1.91573e-08 -0.000328393 -0.00078314 0.000852882 2.32074e-05 -0.00180575 -0.00050747 -0.00103422 0.000414288 0.00461761 -0.000591394 -0.00182114 -0.00529147 0.000408776 0.00167551 0.00015915 0.000589414 0.00621097 0.0366099 -0.0266106 0.0556363 0.070371 -0.000145346 0.000275767 -0.00389757 -0.0373139 0.000532746 -0.0001314 -0.0028832 0.000245978
internal_weight=44.2789 14.4524 10.4352 4.01717 3.093 1.05689 9.87942 6.28675 3.59268 0.549291 5.75787 2.58254 1.05434 3.17533 1.64654 29.8266 12.3606 0.653199 0.114754 0.0265464 0.0882076 0.0660327 17.466 11.7074 0.679085 0.106448 11.0283 17.4632 1.05674 10.4228
internal_count=4633 1056 866 190 149 71 695 193 502 440 184 96 55 88 54 3577 927 212 137 54 83 54 2650 715 134 51 581 2397 223 486
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=19 2 16 6 17 5 17 17 18 5 2 8 19 8 19 13 8 8 16 16 17 17 5 12 13 16 16 16 7 16
split_gain=0.000262783 0.000551595 0.000244521 0.000346792 0.00167212 0.000528891 0.00111704 0.000291798 0.011112 0.0111111 0.00726755 0.00133761 0.000382434 0.00387567 0.00574404 0.00233078 0.00208999 0.00169787 0.000765923 0.00206762 0.000358291 0.000344837 0.000601239 0.000310729 0.0131438 0.00728983 0.000993021 0.00104237 0.000798135 0.000444417
threshold=14.651182102100002 241.49325970385004 22.764946765650006 16.575387281250006 162.04221493815001 20.315138807500002 182.02915412410002 205.96542837505004 15.502113896900001 21.757682542950004 258.06114663960005 8.543332867800002 13.451085274650001 8.3434888241000014 12.150980378200002 98.599201934150003 7.3442686056500008 7.0445025401000008 15.774963111300002 15.184964490950003 208.35751021765003 204.04920942250001 16.904667913650005 285.94642765385009 117.55283175385001 16.234962035600002 14.684965660200001 10.839974651400002 22.398098708400003 9.2349784046000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 21 9 10 11 -9 13 14 15 -10 17 -16 19 -18 -11 23 -23 -6 25 26 27 29 -29 -25
right_child=1 -3 -4 5 7 6 -8 8 12 20 -12 -13 -14 -15 16 -17 18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.076420951173479343 0.0037060724555214482 -0.00084478241867411239 0.0019662473687583142 0.0013642033096684988 4.8303929163073923e-05 -0.00012100502616432976 -0.0058789889156631346 -0.1003014278247199 -0.042983416904872701 0.063511432508009155 0.0090017101538569025 -0.05900201225842553 0.00086800504071668527 -0.00035954281632907727 -0.067010196196319469 0.10007536715793497 -0.1000811153233559 0.097229013109189855 -0.095801199211503471 0.01246796683432267 0.02754492056536862 -0.0006799082907848991 0.0040625462250581798 0.0025645210659432671 0.0013379811877561099 -0.10026833007179406 0.069157207913152871 0.011644421186752319 -0.080462171943834523 0.081908008722124004
leaf_weight=0.0028632556895321617 0.56204143498734882 0.50623031851137057 0.60016663383180358 0.51601819924925774 36.934063674922662 0.86027922737354101 0.55381696343945064 0.024588953116281842 0.0016999089658596969 0.0054767255521710467 0.010054344455738828 0.011514647791045718 1.5285649100260625 0.5026619757521793 0.0012023249733275057 0.0034506349984440021 0.0038416010716719731 0.0013209876376549801 0.010223546699904773 0.0028381480517509772 0.0056036876358120935 0.50483069245460144 0.56821660020654152 0.0017200561187268315 0.51800245956655999 0.020474543768159714 0.0020525791047987241 0.0015632043224584891 0.0023628384548359804 0.0011973558028728348
leaf_count=276 70 10 95 22 2371 392 71 45 219 14 31 27 114 27 62 7 37 10 89 9 26 55 67 122 42 161 25 20 93 24
internal_value=1.6056e-07 0.00154952 -3.81523e-05 -6.63908e-05 -4.23531e-06 -0.0013761 -0.00237606 1.14491e-06 -0.00114305 -0.044603 -0.0661899 -0.0871297 6.69741e-05 -0.00225536 -0.0410295 0.0528596 -0.0659221 0.0189712 -0.078595 -0.0522603 0.0453221 6.38545e-05 0.00183139 1.32521e-05 -0.00235187 -0.067429 0.00815175 -0.0101458 -0.0437887 0.0351284
internal_weight=44.2689 1.06827 43.2007 42.6005 40.6704 1.93011 1.4141 40.6675 2.11304 0.0572384 0.0461579 0.0361036 2.0558 0.527239 0.0245772 0.00515054 0.0194266 0.00252331 0.0169033 0.00667975 0.0110804 38.5545 1.07305 37.4814 0.547373 0.0293706 0.00889603 0.00684345 0.00392604 0.00291741
internal_count=4633 80 4553 4458 3973 485 463 3697 717 143 103 72 574 460 433 226 207 72 135 46 40 2980 122 2858 487 445 284 259 113 146
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=7 8 15 17 6 2 16 14 8 7 4 8 5 18 18 13 13 0 7 7 5 16 15 16 6 6 17 16 18 18
split_gain=0.000236938 0.00269362 0.00480298 0.00199762 0.00123149 0.00123943 0.000983817 0.000898171 0.00106016 0.000810482 0.00101348 0.00108409 0.000927098 0.000563927 0.000471892 0.000277135 0.000797964 0.000278047 0.000356892 0.000857445 0.00057316 0.000457699 0.000865698 0.000511758 0.00101381 0.00449628 0.00102613 0.000590256 0.00142223 0.00138919
threshold=21.833224794850004 8.3434888241000014 34.139075990150012 162.43086425485004 7.3551718524000007 316.46407472665004 22.704946905950003 354.56833066625006 5.1459841250500009 19.902030009200004 228.08113677860004 2.5480115570500002 20.911722254300006 11.890615410500002 11.634276750250001 117.71413924170001 117.69263157665002 85.619326080400015 22.276766275150006 22.532843451200005 21.438877744300004 22.664946999500003 40.726271367500011 22.624947093000003 16.485385178400005 16.395383075500003 194.56623159050002 22.614947116400003 13.531614672700002 13.037923179150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 7 15 8 9 12 -11 -12 -6 14 -14 16 17 -5 20 -20 -19 23 -23 27 25 26 -25 29 -29 -21
right_child=3 -3 -4 6 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 19 21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.071885269576597521 -0.10006209630992656 -0.00065947151444948606 -0.10021389091460792 -0.002321939446010635 0.095068581594418236 -0.1000118766824494 0.0039216187009643777 0.075365981643767607 0.10000930757624392 -0.10006268967679587 0.07768583549628473 -0.047555322620166811 -0.024408560534344467 -0.042220460877978663 0.046988770812490692 -0.0013430806260912225 0.0039081971024670188 0.0041451740097021806 -0.0039438738220120206 0.0050951280624382759 -0.00056730489094441116 -0.0033334387729177456 0.0016040842247952063 -0.0037473957462777572 -1.3078776972294643e-05 0.010178660984281201 0.0016884904739940592 -0.0042933872094382836 0.00095876137692808231 -5.8657730133164639e-05
leaf_weight=0.0024494567778150294 0.0019937411659033391 0.87217081570028743 0.0075954636545247914 0.51884286207552932 0.0012020028480037581 0.0010654871617852444 0.64245053309514233 0.0019259466113673582 0.0010226613621853184 0.0017018264017389408 0.0010640947376714394 0.0019720141368644306 0.0014486114262728944 0.002153107831495138 0.0025645804405201034 1.5286680786457498 0.52329916786402364 0.52823303007096345 0.55479096727118715 0.53290700567267535 0.50467825807852762 1.0419832503830537 0.53867196368180703 0.52001477099474813 4.0707112073905591 0.58178956408846705 1.0453574881739767 1.0499057033842611 1.0130761899799834 28.161934626981527
leaf_count=53 166 79 10 127 8 79 117 24 12 241 13 87 145 130 29 27 12 54 92 22 13 29 41 14 44 53 45 30 21 2816
internal_value=-4.35619e-07 -0.00160791 -0.0332225 3.28688e-05 -0.00582146 0.00421682 3.74715e-05 0.0115935 0.00223835 -0.00602074 -0.0382876 -0.00366083 0.0147273 -0.000933662 0.021217 -2.09478e-05 2.81245e-05 -2.18089e-05 7.91919e-06 -4.05358e-05 0.00184267 1.56297e-05 -0.00165078 8.68661e-05 0.000914296 0.00267246 -0.000117304 -8.04036e-05 -0.0017142 3.70559e-05
internal_weight=44.2576 0.898336 0.0261653 43.3593 0.0185698 0.0161203 43.3573 0.0150548 0.0131289 0.0121062 0.00473794 0.00303611 0.0073683 0.0061663 0.00401319 42.7149 41.1862 40.6629 40.1441 39.1111 1.03291 38.5564 1.58066 36.9757 6.21787 2.14716 1.56537 30.7578 2.06298 28.6948
internal_count=4633 910 831 3723 821 768 3557 689 665 653 341 100 312 304 174 3440 3413 3401 3274 3207 67 3115 70 3045 156 112 59 2889 51 2838
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=17 7 17 9 2 12 0 7 17 2 15 4 2 3 8 2 13 6 8 7 16 18 2 16 7 16 4 19 2 17
split_gain=0.000202154 0.00141624 0.0148561 0.0050667 0.00682 0.00452615 0.00200858 0.000840433 0.00125055 0.00041744 0.000599814 0.0191076 0.000824792 0.00422841 0.00863369 0.00602267 0.00441192 0.00105262 0.00095573 0.000822236 0.00970564 0.0195414 0.0122884 0.00547031 0.00336241 0.00146025 0.00156334 0.000960566 0.000830585 0.000790126
threshold=188.27285108100003 22.812602664350003 190.19286262750003 194.57718764590001 116.68694986600001 153.14646283970004 87.380266155850009 22.907491544400003 189.19102531915004 86.916594916350007 42.968808980200009 180.98021180325003 97.889449657450015 82.234557294150008 7.7439566930000003 156.97960885415003 99.658454437600014 13.245309474550002 2.6479335789000005 23.131311951800004 22.624947093000003 13.037923179150001 126.88362105025001 19.314954833200002 20.090200465600002 18.924955745200005 379.39767044025007 11.550931964450003 137.50513673700002 176.44238483465003
decision_type=2 2 2 2 2 2 2 2 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 -2 -6 -7 -3 -9 -1 11 -11 -13 14 16 -16 18 -17 29 20 21 22 -15 25 -24 26 27 -23 -21 -14
right_child=1 7 -4 -5 5 6 -8 8 -10 10 -12 12 13 19 15 17 -18 -19 -20 28 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016230253061800008 0.087590882489724062 -0.0038373000676603188 -0.00028314886895166978 -0.0083301547516992109 -0.062300539135440196 0.00057191718776091307 0.095146939026292565 0.0048387887599429724 2.8379922388845141e-05 -0.091932011925935378 0.00054111922075310032 0.0026231582957051921 0.058127060365985909 0.097024124189763736 -0.1006092769667659 -0.03087716206950275 0.098190003631013517 0.038198547971215691 -0.10004151951359591 0.0037276378546987478 -0.0013436551707722798 -0.010602057486917529 0.0084161995972813763 -0.10067853240058565 -0.10031977748906623 0.074610988043260357 0.072002694030796607 -0.094170579906374174 -0.0011744728739490544 -0.032515324020744224
leaf_weight=8.1448928925970847 0.036570566429628318 0.54669506312835636 0.56723484061266438 0.011764741775053267 0.0057452892590390556 0.0041916887176654954 0.0048368850177382683 0.55099851814298872 28.163511421377638 0.023281014248446641 1.9246150155255852 0.52450141078212942 0.001427515518860889 0.012998449635063181 0.01744226345417399 0.004858650694870903 0.0058555065006657969 0.0040407879073427466 0.0013192333707015003 0.52453993161878276 2.1035083239185042 0.0026879903843290975 0.0057571731742748038 0.032905806589042186 0.0056198142052805017 0.0016371804231312126 0.0012140696178587901 0.0028167872145075101 1.0133840606425648 0.0029470589144953152
leaf_count=368 37 41 166 16 9 32 22 41 2332 87 100 80 100 135 41 29 8 19 88 27 45 82 243 22 60 5 26 126 65 181
internal_value=-3.8543e-07 0.000147765 0.00483754 0.050863 0.0644262 0.00708532 0.0512387 4.6738e-05 0.000120686 -0.000308725 -0.000925782 -0.00158345 -0.00109079 -0.00161095 -0.0348472 -0.0664544 0.0372426 0.000486647 -0.0254356 -0.00127123 -0.00252526 -0.0403926 0.0305979 -0.0823302 -0.0452954 -0.0100752 -0.0307107 -0.053364 0.000497491 -0.00293681
internal_weight=44.2538 29.8915 0.630344 0.0631092 0.0513444 0.0147739 0.00902857 29.2612 28.7145 14.3623 6.21736 4.29274 4.26946 3.74496 0.037891 0.0263417 0.0115493 0.00889944 0.00569381 3.70707 2.16915 0.0656373 0.0243754 0.0412618 0.011377 0.00835603 0.00671885 0.00550478 1.53792 0.00437457
internal_count=4633 2696 282 116 100 63 54 2414 2373 1937 1569 1469 1382 1302 466 89 377 48 369 836 744 699 438 261 303 239 234 208 92 281
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=9 2 9 18 15 9 15 5 17 18 12 12 17 17 5 6 17 0 7 15 18 6 4 4 9 10 5 9 9 7
split_gain=0.000204705 0.00160577 0.000721454 0.00115856 0.00067735 0.00242444 0.000689435 0.00058155 0.000553316 0.00049771 0.00245781 0.00314999 0.000459777 0.000434983 0.014638 0.0144293 0.0104064 0.0074746 0.00177809 0.00187578 0.00116616 0.010302 0.0231675 0.0166499 0.00199855 0.00247784 0.00065079 0.000625524 0.00439259 0.00931276
threshold=199.17419511990002 45.979371440700014 198.14098854835004 12.933745112000002 41.54912092575001 202.70031010240004 45.484733152800011 22.533652790000001 193.09202135800004 13.220529463200002 74.22129117770001 82.088033630950022 184.89106522365003 193.58688265170002 21.482549112100006 16.435384010100005 196.39284362915004 86.624809421150005 23.623818563000004 35.293770423450006 13.546420092050001 14.785345457250001 193.23397520390003 165.86037890555002 192.57902085675002 65.509659264600018 18.678742451450002 196.40176798710004 186.70853236170004 23.913271136350005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 8 9 -7 -3 -11 -12 -9 -1 18 17 -17 -16 20 26 -15 -22 23 -23 -25 -26 27 28 -20 -30
right_child=1 4 3 -5 5 6 -8 12 -10 10 11 -13 -14 14 15 16 -18 -19 19 -21 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00034837946468993975 -0.067169498675007475 0.0031871359592885794 0.00075450174715029896 -0.0058025306555030166 0.007459667104065322 -0.0010336788748719261 -0.0030243333269465663 -0.00013100554762140922 0.0035616413796990044 0.10008371784952677 -0.10014961504838421 7.9414307575798024e-05 -0.004356632527791773 -0.00078412309735595475 -0.10089327636100419 0.083786133602406221 0.018902884165730216 0.010248153115184058 0.00032997353346824127 0.0066025511639688315 -0.00091348890136487343 -0.055523078944297505 -0.10091187692132136 0.10013860033910234 0.10000309882618019 0.017688150738823027 -0.0030476873923302897 0.0024856152734192283 0.048557503426516865 -0.080659826499795806
leaf_weight=14.958332281926856 0.003537640204743008 0.52769350980089669 0.50488888000836485 0.57790285024475452 0.57497668842048311 0.50003650580590153 0.53924049304871591 0.50657477710137644 0.55048268906068731 0.0024571327958246006 0.0031360989008096798 20.116764483021974 0.52368087120385098 1.0096816634744525 0.0098082047693576202 0.050302776835025043 0.048603159250843353 0.015797019224123687 0.51106007290789612 0.54672538279737626 0.49982376843909992 0.023857042931922479 0.035051993880188093 0.0083687796723097563 0.0051016738871112457 0.012913283098423989 0.51887041473673878 1.0270484213397137 0.0080030326789710671 0.018402566401604759
leaf_count=1965 12 20 8 64 50 13 82 51 62 1 32 1344 52 11 25 22 26 28 447 20 65 17 12 3 56 10 20 28 5 82
internal_value=-6.6208e-07 0.000198242 -0.000233299 -0.00274509 0.000208237 0.00189494 -0.00011769 3.98233e-05 0.00137432 0.000155507 7.6005e-05 6.37916e-05 -0.0022789 -9.24357e-05 0.000787795 0.034581 0.051902 -0.0323251 -0.000208117 0.00138936 -0.00284264 -0.00639484 -0.0385161 0.00501618 0.0597578 0.040999 2.13058e-05 0.00103914 -0.00172496 -0.0414965
internal_weight=44.2391 23.8486 20.3905 1.08279 23.845 2.16474 1.58976 21.6803 1.05052 20.6501 20.1224 20.1199 1.03026 19.3078 4.34942 0.124511 0.0989059 0.0256052 4.22491 2.63011 1.5948 0.585117 0.0852928 0.0502408 0.0263837 0.018015 2.08338 1.56451 0.537466 0.0264056
internal_count=4633 1719 2914 72 1707 207 157 1500 75 1397 1377 1376 103 2842 877 101 48 53 776 602 174 163 98 86 69 66 582 562 534 87
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=6 9 18 19 9 13 10 9 7 10 18 15 4 2 5 8 16 6 5 8 3 2 10 14 16 12 8 12 15 17
split_gain=0.000252702 0.000486423 0.00512029 0.0167616 0.0133451 0.00602059 0.00214688 0.000967671 0.000615848 0.00127398 0.000866944 0.00125255 0.00125559 0.00115249 0.00051871 0.00217932 0.000445566 0.000925386 0.00219412 0.00118589 0.00126536 0.000513538 0.00813265 0.00431754 0.00998372 0.00581242 0.00550273 0.00539054 0.00269679 0.00216105
threshold=16.465384711100004 190.36745536595001 12.947178517500001 14.351157895250003 185.98753508445003 117.67650082785001 62.00390986255001 192.57902085675002 22.812602664350003 61.950140699950005 13.24088655595 41.54912092575001 284.07887079910006 217.42844949650001 21.191508333600002 8.543332867800002 22.644947046300004 15.155354102400002 22.127107789600004 8.543332867800002 93.394346993650018 211.60292443180003 61.966271448700006 320.56200823050006 22.624947093000003 245.75615448465001 8.4434108459500017 243.44243106745003 23.340124910500005 199.05253715360001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 5 -5 -4 -6 -3 9 -9 -10 14 -13 -14 15 -12 21 -18 -19 20 -20 -1 -23 25 26 27 -25 28 -24 -28
right_child=1 7 3 4 6 -7 -8 8 10 -11 11 12 13 -15 -16 -17 17 18 19 -21 -22 22 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.00011123179317223643 2.6466042625324657e-05 -0.0046861999855426755 -0.10057915537512568 -0.016485640644974497 0.051126935581305703 0.028707913451942776 0.090649616553735171 -0.0015255243365242279 -0.0022705699964838677 0.0052027824010284791 -0.0075687077558055848 0.0062412332747570172 -0.0030151723629982144 0.0035809789716836336 -0.00023525664391016541 0.00032076814471159202 -0.002417846913973867 0.0076556429136463173 0.0057307302237836338 -0.0035230574644526552 -0.0012165733978172629 -0.092528790376538481 0.02020443026077446 -0.00017061269355877318 0.082282930733239765 -0.10023824972289211 -0.10038285232471958 0.094864738607082097 -0.10011577193174891 -0.02443507154418581
leaf_weight=26.528717971676862 2.9022847288085907 0.56237234860975505 0.012889577540595165 0.026034414266632666 0.028160349661476403 0.0049987231177510685 0.026847193633898314 0.57245256021357283 2.5543130691785318 0.55353935863829262 0.53293214154473378 0.54428226561594772 0.52196491812355794 0.53781009134255697 4.0372989990585211 1.0207171005313282 0.51088328935566041 0.56622586000594344 0.53485489252852836 0.51785122603931899 0.5142295101768326 0.0099405227231956772 0.0033295014182783689 0.55333844238486118 0.014484579392789243 0.010173041993766674 0.0073305616668655205 0.0041383602557161225 0.0042287534711995534 0.007663131652748234
leaf_count=2311 421 40 93 34 35 14 10 67 46 81 27 28 8 55 58 39 22 43 30 25 31 52 33 887 14 22 17 6 54 30
internal_value=-6.88885e-07 -0.00034402 0.00078906 0.023161 0.0424995 -0.0644511 0.0704165 -0.000641337 -0.000432174 0.00178212 -0.000687912 -0.00012605 0.00233724 0.000332214 -0.000832774 -0.00238548 0.000165735 0.00140492 0.00232046 0.000392544 0.00232537 4.5025e-05 -0.00281261 -0.00133776 0.000299091 -0.044959 -0.00179036 0.00311973 -0.0471133 -0.0615667
internal_weight=44.2263 14.4389 3.00121 0.0989303 0.081042 0.0178883 0.0550075 11.4377 10.8753 1.12599 9.74932 7.19501 1.60406 1.05978 5.59095 1.55365 29.7874 2.64404 2.13316 1.56694 1.04908 27.1433 0.614627 0.604686 0.582817 0.0218697 0.568332 0.0116966 0.00755825 0.0149937
internal_count=4633 1056 607 186 79 107 45 449 409 148 261 215 91 63 124 66 3577 151 129 86 61 3426 1115 1063 948 115 934 93 87 47
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=6 5 14 14 14 5 4 13 8 15 8 10 7 9 3 18 2 13 16 17 2 18 9 9 12 7 3 6 18 13
split_gain=0.000205072 0.000583063 0.000519236 0.000936386 0.00236185 0.000462861 0.0011414 0.00160002 0.0007986 0.000917462 0.00116713 0.00107143 0.000952958 0.000850254 0.00222213 0.000409804 0.00148804 0.000864366 0.00180096 0.000847443 0.00060843 0.00112202 0.000580781 0.00150479 0.00222333 0.00121678 0.0250289 0.00709576 0.00772159 0.00756216
threshold=16.485385178400005 20.201591378100002 129.42733769190002 142.92771580715001 144.12207640715005 21.191508333600002 184.37197564920004 117.71413924170001 8.4434108459500017 41.831907381600011 8.3434888241000014 62.068432857650002 23.131311951800004 205.22231928645002 93.776108048150022 13.344136431100003 184.20633225945002 117.59584708395001 22.594947163200004 185.54770736950005 131.42729508740004 12.964611930900002 196.17233399030002 197.47612518640003 77.444518198000011 23.473156321500003 92.913112988300014 15.825369757250002 13.546420092050001 101.66942111915002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 10 11 -7 -11 14 -10 16 17 18 20 -19 21 -6 25 -24 -25 26 27 28 -17 -30
right_child=1 5 3 4 15 8 7 -9 13 12 -12 -13 -14 -15 -16 22 -18 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.03140866980672645 0.0029192556951610142 -0.00015122433900404515 0.042194308836159322 -0.083816552433291433 -0.00051245168244017189 -0.00051708165143554729 -0.0079857542244145471 -0.00014208630360830371 -0.0075384966806984382 0.0010340477386975707 -0.0044952991639817556 0.0046843571266367724 0.0061886724461344723 0.00022092454607575515 -0.00060340405401905842 0.036695829830575649 0.0058494607260250846 0.00086158842595447324 0.006269347236595918 -0.0031935200107386826 -0.0016631652884721944 0.0050851533822689442 0.0052320072780055252 0.10007573816137716 6.746795969557218e-05 -0.00041661955321156739 -0.099054368556457328 0.0023376474598633032 0.011480310339843876 -0.10033880037707604
leaf_weight=0.0052155099401670615 0.53106582123529911 2.0287436649100221 0.0052953393897067205 0.0033504450402713762 1.0004697622932064 1.5408037335273888 0.54214212324404776 0.49984924179443624 0.60650302196518247 1.0380708067909123 0.51591892755823199 0.53301414456893725 0.54798960138850805 3.0443024062850133 1.939507284023829 0.0094038010604592381 0.55105447270553032 1.0098016087140425 0.61733772318741831 1.0524966680768555 1.0065938300579635 0.5577106664185959 0.58446391363119943 0.0022232269402654428 18.727326475826981 5.1345230206748562 0.027115142971253281 0.52597634601625032 0.008561579685014864 0.020600635852003724
leaf_count=8 33 36 6 5 88 478 42 3 51 58 15 28 29 141 74 43 107 10 106 32 51 64 59 1 1509 1116 45 79 245 71
internal_value=-5.83904e-07 -0.000327736 0.00014118 0.000146514 0.000139294 -0.000462065 -0.00153293 -0.0042231 -0.000125355 0.000920936 -0.00023906 0.000819796 0.00281499 -0.000906902 -0.00225546 0.000148417 0.000906184 0.000386772 0.00142029 -0.00120794 0.000253129 0.00149107 -2.69661e-05 0.000235265 7.93391e-05 -0.000911453 -0.00520571 -0.000698134 -0.0421011 -0.0675104
internal_weight=44.2174 13.3679 30.8495 30.8443 30.839 12.8368 3.07074 1.04199 9.76611 4.1758 2.58974 2.07382 1.58606 5.59031 2.54601 30.8357 5.79546 5.24441 3.18211 2.0623 2.56477 1.55818 25.0402 19.314 18.7295 5.72618 0.591658 0.564542 0.038566 0.0291622
internal_count=4633 988 3645 3637 3631 955 81 45 874 608 521 506 87 266 125 3626 458 351 309 42 203 152 3168 1569 1510 1599 483 438 359 316
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=9 4 0 15 9 15 9 0 19 19 17 4 13 6 3 5 2 3 6 6 17 9 5 5 9 0 17 6 10 18
split_gain=0.00022589 0.00155898 0.00892222 0.000614719 0.00265173 0.000682888 0.000590183 0.00116451 0.000516201 0.000424007 0.000568203 0.00120732 0.000859823 0.000557122 0.00150183 0.00100164 0.00265405 0.0300131 0.00958466 0.00107299 0.000940721 0.000687766 0.000470448 0.000860398 0.00107206 0.00167487 0.000788707 0.000458484 0.0138413 0.0080409
threshold=199.17419511990002 156.40313730310001 92.168410086200012 41.54912092575001 202.70031010240004 45.484733152800011 198.14098854835004 97.139369169350019 14.351157895250003 14.451165964200003 188.27285108100003 233.57190478505004 117.55283175385001 16.435384010100005 92.813640037450014 19.897785533950003 156.09660346185004 93.571785230250015 15.785368822600002 14.935348962050002 193.58688265170002 197.00658341100004 20.769304081650002 21.191508333600002 189.68479361675003 85.882794977150013 187.52613723835003 14.325334709150001 75.981203682750007 14.215125380400002
decision_type=2 2 2 2 2 2 2 2 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 8 9 -8 -6 13 -11 -12 -13 15 -15 19 17 18 -17 27 22 -18 -16 -24 26 -26 -25 28 29 -1
right_child=1 3 -4 4 5 -7 7 -9 -10 10 11 12 -14 14 20 16 21 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.012652571160410943 -0.038037064377677204 2.319479535974377e-05 0.090382299217223808 0.0076103893475076472 -0.0011001214048391402 -0.003213342204846053 -0.0055936626939969859 0.00097549845680025039 0.003339322176771943 -0.0011201267945325027 0.0055604206738160472 -0.00075617735442753877 0.0038113529752461387 -0.006060174449315575 0.0010765366207454452 0.029225629293643952 -0.00095544735141359863 -0.00092806328038025864 0.099374178268139324 -0.0046648457316687871 0.0034833776363116294 0.0032520124182329789 -0.0051018816953377127 -0.0003068584530123257 -0.00014230902021529672 -0.0053226301108105266 0.004045044079316387 0.00082086056466066683 -7.1789064755415927e-05 -0.091082890578109948
leaf_weight=0.010403760272962415 0.010677210445922181 21.661743979017395 0.010967422558678663 0.57489613161036768 0.51232154448159517 0.53795542475454272 0.5760249348650166 0.5076907174848202 0.53587151322608406 1.0653594405410434 0.60056713766243808 1.5298708682769202 0.56411044423467149 0.536438540719259 1.0175565789104437 0.03763300329184438 1.5382584061456239 0.52697063702630464 0.040374409829382785 0.5685522268522617 0.52918586262896994 0.51978903322878967 0.52812141584581684 1.9019625746508406 1.5118910812961455 1.0628907757001682 0.53318921758659898 2.5981594909098931 2.0321073340283267 0.026518370042929007
leaf_count=127 39 1466 7 50 24 82 60 12 51 50 98 43 61 17 11 32 216 124 82 64 12 16 29 502 40 31 32 61 1071 123
internal_value=-8.83901e-07 0.000208013 0.0270335 0.00018364 0.0017919 -0.000316996 -0.000245488 -0.00251619 0.00116947 -0.000117853 0.000834924 0.0016079 0.000474298 -0.000348674 -0.000958627 0.000239847 0.00181883 0.00764153 0.0655325 -0.000563263 -0.000572354 0.000107206 -0.000899743 -0.00126286 -0.000858173 -0.00228079 0.000646013 -6.36126e-05 -0.00117428 -0.0618528
internal_weight=44.2081 23.8444 0.0216446 23.8228 2.16104 1.58615 20.3636 1.08372 1.04819 19.2799 3.75991 2.69455 2.09398 15.52 7.62124 7.89877 2.66303 0.604978 0.0780074 5.23574 7.0848 2.05805 6.55561 5.53806 5.00993 2.57478 2.43515 4.66719 2.06903 0.0369221
internal_count=4633 1719 46 1673 207 157 2914 72 75 2842 252 202 104 2590 674 1916 470 238 114 1446 657 232 645 634 605 71 534 1382 1321 250
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=19 2 6 3 15 0 16 0 2 15 16 5 18 18 7 12 14 3 18 6 7 2 16 7 7 5 8 17 18 6
split_gain=0.000258796 0.000670611 0.000249138 0.000622031 0.000893536 0.00037488 0.00156779 0.00102124 0.000708058 0.0179623 0.00409633 0.00264967 0.00621871 0.00182017 0.00361083 0.00211528 0.00208845 0.00237832 0.00349687 0.00203932 0.00196992 0.00138462 0.00131462 0.000634403 0.001843 0.00175629 0.000642214 0.000704229 0.00128617 0.000634044
threshold=14.651182102100002 241.49325970385004 16.455384477450004 92.738363209800013 37.408632939650005 85.990333302400003 22.644947046300004 85.799452775150016 207.58106365020004 45.102215827400009 22.614947116400003 22.573811927200005 14.122113655700002 14.804191144800003 25.350214218950004 243.44243106745003 332.00884822475001 87.963661570150023 17.142803710550002 13.005303866850001 24.545313225450005 296.32908460740003 9.7049773055000017 23.473156321500003 23.365573965200003 20.971847224900007 8.6432548896500023 191.20566072810004 13.154691941050002 9.4652211533500026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 8 -1 23 10 11 13 -13 -10 19 -16 -17 18 -18 20 -15 29 -23 24 26 -25 27 28 -7 -20
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 14 15 16 17 -19 21 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015298158237246506 0.0039162144303865592 -0.0011048464540383267 -0.0054351860760880229 -0.00018858194573426895 0.0003251240078177369 0.00078341042522235256 0.0052768577761397907 -0.004909977430884855 -0.0017056337236242181 -0.092782513907066946 0.05197473397769739 -0.10027698249552452 0.022913766018067647 0.043964651338485962 -0.073994999527283625 0.057285968441027707 -0.084731758507567465 0.10001239921161298 0.00065510219505097154 0.093370867587923401 -0.10003817387055761 0.02936483480392324 -0.10001051781538617 0.00010603304201645099 0.0066246073454401758 -0.0055268560098648322 -0.0027951854941751339 -0.00073805853513198233 0.0061884410287936726 0.082900152105781735
leaf_weight=1.5405101507983077 0.56163031447249412 0.5053347188513726 0.56324499489589708 13.845371261020777 0.51598433589970227 2.0272929978732024 0.60350557275159999 0.53737145875622605 0.51882480884362259 0.021611932020221047 0.014805863203946501 0.0085016981379339995 0.0079105443425637745 0.0052750082493702175 0.0035575343467577616 0.0063580620023877535 0.0056806475801591816 0.0017017434365698145 0.0013828330270477807 0.0081369886713673623 0.0011586175838758095 0.0016877302275304373 0.0014690557566332529 19.137004960333577 0.55614359255200785 0.57000925023203208 0.51535381277790282 1.5494725170004491 0.56238236460058111 0.0029096020732026773
leaf_count=255 70 10 79 946 10 54 91 34 131 45 14 27 29 91 103 18 151 7 136 34 34 135 97 1559 83 37 11 113 210 19
internal_value=-3.5586e-07 0.00153815 -3.84118e-05 -0.000368825 -0.00268116 0.000136395 0.000239188 -0.00115638 0.000120096 -0.00324319 4.02308e-05 -0.00129808 -0.0409002 -0.000133579 0.0206107 -0.00264258 0.00933677 -0.0112182 -0.0256347 0.0601049 0.0180315 0.0194317 -0.0308418 0.000202563 0.00118384 -5.68937e-05 0.000533755 0.000948232 0.00195718 0.0564044
internal_weight=44.2016 1.06697 43.1346 14.9246 1.07923 28.21 26.1321 2.07788 25.5286 0.610973 0.589361 0.574555 0.0164122 0.558143 0.0393178 0.0247472 0.0211897 0.0148316 0.0131299 0.0145706 0.00643363 0.00744922 0.00315679 24.9177 5.21065 19.707 4.6545 4.13915 2.58968 0.00429244
internal_count=4633 80 4553 1035 89 3518 3229 289 3138 1071 1026 1012 56 956 825 666 563 545 538 159 125 387 232 2067 471 1596 388 377 264 155
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=19 2 16 6 3 15 8 2 10 10 17 17 7 6 17 6 16 2 6 16 3 16 16 7 15 13 18 6 6 7
split_gain=0.000209942 0.000544784 0.00021637 0.00027247 0.000464249 0.000720555 0.000403788 0.000735079 0.000944879 0.000559652 0.00165948 0.00105096 0.00173292 0.000392383 0.000765224 0.000495371 0.000453046 0.000399752 0.000361791 0.00202597 0.0134107 0.0173032 0.0150098 0.0134376 0.0131299 0.00892553 0.00715773 0.0239849 0.00505576 0.00401212
threshold=14.651182102100002 241.49325970385004 22.764946765650006 16.455384477450004 92.738363209800013 37.408632939650005 8.7431769115000026 193.30716668855004 62.014663695050011 61.987779113750001 190.03457182425004 188.27285108100003 22.276766275150006 16.505385645700006 191.56943241645004 16.485385178400005 22.624947093000003 154.46567853970001 14.745344522600002 20.834951278800002 88.813214339350012 19.224955043700003 18.684956306450005 23.032419884600003 29.326787846200002 113.89115178020002 14.380989918050002 14.965349663000001 14.935348962050002 24.021206791900003
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 5 -5 9 8 -8 10 11 12 -6 14 -11 -16 17 -15 -1 20 21 22 24 25 29 -22 27 -23 -26 -20
right_child=1 -3 -4 4 6 -7 7 -9 -10 13 -12 -13 -14 16 15 -17 -18 -19 19 -21 23 26 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00016214475759536386 0.0035337463271312031 -0.00099360865990724494 0.0018535014482144712 -0.0048768222001308887 0.00032101309941662704 0.00029267699881106377 0.0057375234275037724 -0.0018803516060700563 -0.00029232787939262854 -0.0043213401590577972 -0.0064188413498985466 0.0034994517711644047 -0.0063622822020684457 0.00057708315854187065 -0.0017342172771857255 0.0013934269258455397 0.0014075763321428651 -0.0015706866261542549 0.0041242534446170745 0.00017830236180448416 -0.087772971438876246 0.006421786140069931 0.088871402072174796 0.070897537475362329 -0.10027538351779285 0.047191088449129247 0.00023497952417420449 -0.091961650112779403 0.0087854604558675036 0.07105256400986408
leaf_weight=17.442259246831153 0.56025154203302807 0.50569327012635767 0.59844923486184498 0.56487016931698153 1.37593215815966 0.51587628811830655 0.53050469746813156 0.50056261824403225 0.50941925326471793 0.56771330026379052 0.58308753837068028 0.52159969843942722 0.54032487838914978 2.0296800112539195 1.0107462681187371 1.0148707567113888 2.552812160196801 1.5122746213590406 0.015632323237794066 9.9273674795499343 0.010580020468130946 0.071285188489127904 0.039036911333823809 0.055327185006113055 0.011801302738828401 0.0091271615114181248 0.5521404983308571 0.037982880746199044 0.0066433994737309368 0.020974636254322832
leaf_count=2647 70 10 95 79 463 10 9 14 60 38 60 30 29 30 34 13 39 34 16 492 70 20 23 39 51 21 53 38 13 33
internal_value=-4.44587e-07 0.00138593 -3.47093e-05 -6.12785e-05 -0.000416344 -0.00240925 -0.000253785 0.00126819 0.00278373 -0.000454022 -0.00162646 -0.000480214 -0.00156347 -4.63537e-05 -0.0010766 -0.000167211 0.000392019 -0.00033993 0.000119152 0.000575232 0.00531975 0.00131513 0.0414399 0.045641 0.00780646 -0.0252659 -0.00439282 -0.0277775 -0.0609939 0.0424721
internal_weight=44.1948 1.06594 43.1289 42.5304 14.3303 1.08075 13.2495 1.54049 1.03992 11.709 3.02094 2.43786 1.91626 8.6881 2.59333 2.02562 6.09477 3.54195 28.2002 10.7579 0.830532 0.755497 0.0940886 0.0750344 0.0550517 0.0197072 0.661409 0.109268 0.0184447 0.036607
internal_count=4633 80 4553 4458 942 89 853 83 69 770 582 522 492 188 85 47 103 64 3516 869 377 247 136 130 113 91 111 58 64 49
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=8 13 8 13 8 13 13 8 5 16 6 2 17 8 15 15 14 18 4 15 0 6 5 17 9 7 18 16 19 10
split_gain=0.00021579 0.00117762 0.00431588 0.00162465 0.0011643 0.000709244 0.000624858 0.000255687 0.000641369 0.000297798 0.000401628 0.000666266 0.016245 0.0127258 0.00321255 0.00314789 0.0119669 0.00815061 0.00346035 0.00379445 0.00403052 0.00268433 0.00198295 0.00174077 0.00175012 0.00149926 0.00134353 0.00108991 0.00123609 0.000954029
threshold=8.8430989333000021 117.71413924170001 9.3427090425500019 113.79167882935 9.0429429770000009 115.13321943645001 112.41787672470001 8.7431769115000026 21.990725385850002 22.764946765650006 16.465384711100004 197.03438354685002 190.92966541395 8.4434108459500017 24.140213186200004 38.567335632300008 300.29716420680006 14.741741751300003 301.3713391001001 35.293770423450006 97.491557184450016 13.665319288000001 15.023351587500002 185.54770736950005 171.56638398075003 26.296311413900003 17.232128601400003 17.874958200600002 12.651020723000002 89.89935142405001
decision_type=2 2 2 2 2 2 2 2 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 -4 9 -9 10 11 -1 13 14 23 16 -14 -18 -19 20 -20 22 25 24 -13 -22 -27 28 29 -28
right_child=1 -3 5 4 -6 -7 -8 8 -10 -11 -12 12 15 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=1.4680310736097923e-06 -0.0038388412742049629 -0.00045293809380178427 0.019892896833240779 -0.029695730950053425 -0.071959697965625832 0.014101264076940621 0.09176039912303037 0.0028992199760748526 -0.00031656594624468611 0.0022023254829784691 -0.00053194728925077032 0.0086690111929319368 0.078467084395156261 0.096156317718018525 -0.10005572628865085 -0.00017803804453374628 -0.080116249203061859 -0.10034680911962131 -0.090783318658986575 0.081393070948578325 0.0548689276699314 0.081233264758710802 -0.079494371739791014 0.070131803225627884 -0.10006258206305524 -0.10003590982700308 0.045577021441375015 0.10001087620426015 -0.10001196590441408 -0.05805154350779676
leaf_weight=25.475850196328707 0.012498468819485686 0.51976096474504629 0.0021719512605717908 0.015458906022693952 0.011270149495430815 0.010858313195058145 0.0027310330156424811 1.0462082710218958 1.5231297985296803 0.58619078488845744 12.764722702049349 0.0077816452254934054 0.024168387708748296 0.031787520970159022 0.0033205924568702186 2.0926627645325104 0.011765039251196319 0.0024047729298217737 0.0037848463604355223 0.0085589146247038173 0.0057096090105801531 0.0055250802761293008 0.0026000658049269978 0.0035262014546515461 0.0018280778111368079 0.0014314895309261999 0.0029603795455130921 0.001054947202646872 0.0012135511226460949 0.0012692939097949107
leaf_count=2144 22 72 14 23 23 18 32 34 38 36 821 223 25 15 85 210 38 3 61 64 80 24 38 63 28 61 67 13 52 206
internal_value=-2.38653e-07 -0.00192525 -0.0158417 -0.0335999 -0.0475161 0.0283557 0.0599241 2.5132e-05 0.000992869 -3.54537e-05 -6.78799e-05 0.000146055 0.00181026 0.0592024 -0.0121781 0.000531423 0.0210247 -0.00773147 0.015592 0.0237662 0.00446142 0.0210245 0.000539834 0.0100363 -0.0120152 0.0157968 -0.0123363 0.0069831 -0.0110465 0.0144789
internal_weight=44.1842 0.57475 0.0549888 0.0392275 0.0267291 0.0157613 0.00490298 43.6095 2.56934 41.0401 40.4539 27.6892 2.21335 0.048244 0.0164565 2.16511 0.0724464 0.048278 0.036513 0.0341082 0.0255493 0.0217644 0.0162393 0.0131359 0.00960972 0.0136393 0.00792966 0.00649817 0.00544322 0.00422967
internal_count=4633 204 132 68 46 64 46 4429 72 4357 4321 3500 1356 414 399 942 732 707 669 666 602 541 517 314 251 479 399 338 325 273
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=15 4 5 0 9 19 0 10 2 5 18 18 2 3 7 13 9 15 3 14 9 9 18 9 6 15 17 19 2 15
split_gain=0.000210922 0.00186652 0.000617222 0.010997 0.00568193 0.00530609 0.00609772 0.00624458 0.00583627 0.00298945 0.00165475 0.00164487 0.00134666 0.00163907 0.00124552 0.000351872 0.000349976 0.000322505 0.000769909 0.00180408 0.000902813 0.00764748 0.0117669 0.00533502 0.00114723 0.0124178 0.014765 0.00699071 0.00448581 0.00396098
threshold=23.884857921950005 143.58239362595003 16.222050829800004 98.230883170350012 206.39860865795001 11.850956171350001 101.91675926715001 78.473404369650012 201.25557642380002 13.039146929800001 14.646070254650002 16.321136347000003 138.24741514690001 81.850107781500014 27.329343979000004 104.55682515125001 200.77913281735002 34.139075990150012 93.292185584700022 144.12207640715005 195.74493321760002 190.64005357525002 14.032563378150002 193.24048816455004 14.815346158200002 31.264641197600003 201.81829107560003 13.351077205700003 150.09415187510004 28.579157549250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 -5 8 -8 -7 11 15 -9 -3 -14 -13 16 -4 18 19 -2 21 -21 -23 -24 -22 26 27 29 -28 -26
right_child=17 2 10 5 -6 6 7 9 -10 -11 -12 14 13 -15 -16 -17 -18 -19 -20 20 24 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.05996109183625993 -0.0397739141034507 0.098486694392562912 -0.0035765540158404774 0.00029287771185100336 0.0062138064099746563 -0.095614429086467223 0.090119533836637677 -0.074694440636954476 0.029854025646565037 -0.10004788201396611 -0.0066325370011865933 0.079458279974823826 0.086587034964463572 -0.0376183705028472 -0.034991007637018137 0.00093084851461908103 -0.0003800295045512944 -0.00011140449562401993 0.004227800000997861 -0.00016996825378680708 0.00039248880644766415 0.010858784738265742 -0.024173830077860184 -0.10059142895393153 0.052911708591383645 -0.0012907240959781751 -0.081162079742805607 0.077505055145224419 0.0064611109875936466 -0.016829704568722684
leaf_weight=0.0050899174821114048 0.011200202716278862 0.01795301586390019 0.52163535520653448 2.5420249268141601 0.014659797197282387 0.018232139437913353 0.0060861544864678754 0.0017009912518091141 0.0046536569777231298 0.0043979002699288117 0.53604628174882574 0.0028678924084069024 0.0026563206010905551 0.0017707215484463745 0.0014225236538987218 1.0098032117335374 0.99749362130283448 26.43152882265419 0.53315550517544075 1.0382120294800632 9.7301873336086793 0.031771853144164086 0.014817236056842376 0.023826620523323072 0.016534721256903917 0.56554008895604113 0.011001194059645059 0.052615851509472122 0.012459717770980205 0.016047289231892137
leaf_count=5 16 40 162 1056 18 89 8 55 35 72 82 39 21 57 94 311 6 1194 386 209 420 32 21 33 20 57 22 34 19 20
internal_value=1.01398e-07 -0.000568268 -0.000622476 0.000505007 0.0546065 -0.000271286 -0.0367061 0.00968279 -0.0701013 -0.0374378 -0.00158569 0.00852015 0.0863056 0.0369075 0.0415117 -0.000515933 -0.00147765 8.41039e-05 0.000512687 0.000340811 0.000379836 -0.00233298 -0.0342245 -0.0712906 0.000668897 0.00465808 0.03562 0.0549639 -0.0346268 0.0185627
internal_weight=44.1774 5.68849 5.6834 2.61843 0.0370399 2.58139 0.0393613 0.0164755 0.0228858 0.0103893 3.06498 0.00599141 0.0223801 0.00442704 0.00429042 2.52893 1.51913 38.4889 12.0574 11.5242 11.513 1.10863 0.0704157 0.0386439 10.4044 0.674199 0.108659 0.0851979 0.0234609 0.032582
internal_count=4633 2150 2145 1584 136 1448 392 268 124 260 561 188 118 78 133 479 168 2483 1289 903 887 295 86 54 592 172 115 74 41 40
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=19 2 5 7 15 7 7 9 6 15 8 0 18 8 8 19 2 10 13 9 9 2 5 2 15 15 13 19 15 2
split_gain=0.000180598 0.000442178 0.000167356 0.00590997 0.00114534 0.00304526 0.00291935 0.00212785 0.00188021 0.000343754 0.000333981 0.000451466 0.000275919 0.000225048 0.000320133 0.00059951 0.00136142 0.000411119 0.00163043 0.000747552 0.000658195 0.00147395 0.000613643 0.000400664 0.00207511 0.00251855 0.00159016 0.0111577 0.00816387 0.00671474
threshold=14.651182102100002 241.49325970385004 25.546339592900001 23.623818563000004 48.268997165750008 21.698399695800003 20.714163848350005 205.73475031020004 17.435407375500002 46.723315192750007 4.046841884750001 71.249517373150013 11.80968402675 8.8430989333000021 8.7431769115000026 14.151141757350002 201.25557642380002 61.987779113750001 117.62810858150002 194.57718764590001 187.45330412110005 86.916594916350007 24.225659292200003 175.26802860955004 38.992510055900006 40.726271367500011 115.13321943645001 13.951125619400001 35.929665612950011 181.47666917450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 7 8 10 13 11 12 -4 14 17 -16 -17 18 -1 20 -20 -22 23 24 -19 -26 27 28 29 -25
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 22 19 -21 21 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0060724791818885229 0.0032265736940272679 -0.00085434115913399482 -0.05700647192113191 0.057836482537286842 -0.0011358764418778779 0.078096740904224027 -0.1000842188796814 0.097138397399472484 -0.10005464512363418 -0.002596602022505399 0.069778413645074283 0.035482776593130233 0.012017724206033623 -0.002043457841315583 -0.00019379329119356695 0.0063303187368334559 -0.00086186028547144899 -0.00011549140650945684 -8.3018904426848433e-05 0.0014730405029322331 0.00083822365278842501 -0.0064745176963350156 0.0034476680879346588 -0.10008809349753144 0.0087289785228113394 0.0012181538468196839 -0.00050530231439449731 -0.07304722927136513 -0.1001546310732177 0.021881844016470323
leaf_weight=0.54480023061027694 0.55857678269785427 0.50605780340265483 0.0012283802978638294 0.018136310923011933 0.50872805296580081 0.0067178352508590047 0.0025788332797093564 0.0025992391227305242 0.0017080856816761329 0.52516046242149528 0.0010556505710462849 0.0027343167681981306 0.0010957265000418603 0.54372952888326764 1.5054818505304859 0.55418909869331379 0.50123542118672049 24.350806840513361 1.9076256105072391 1.5828883716312701 0.50608411733992376 0.60528323224480118 0.52633627920531623 0.0048217815774557185 0.56886413248866974 2.0747184198314557 6.1519787041224845 0.023867218868261375 0.0068209238722625179 0.070620392803452781
leaf_count=84 70 10 51 30 63 17 38 8 178 78 104 87 30 119 16 24 20 1809 50 46 7 51 61 55 37 54 193 44 94 1105
internal_value=1.3057e-07 0.00128677 -3.165e-05 0.00170704 -0.000219327 0.0234277 -0.00482231 0.0187508 -0.00729679 -5.39818e-05 0.0186169 0.00793996 -0.0244642 -2.22122e-05 4.27867e-06 0.00108729 0.00291466 -6.69725e-05 -0.000899551 -0.000287147 -0.00121003 -0.00314451 5.98826e-05 6.25911e-06 0.000173392 0.00283438 -0.000714671 -0.012851 0.00461391 0.0140863
internal_weight=44.1665 1.06463 43.1019 0.546582 0.528446 0.0197181 0.0130002 0.0104214 0.00782216 42.5553 0.00611407 0.00505842 0.00232411 42.0302 41.4864 2.56091 1.05542 38.9255 5.14668 4.60188 3.01899 1.11137 33.7788 33.2525 26.9944 2.64358 6.25811 0.10613 0.0822631 0.0754422
internal_count=4633 80 4553 606 576 513 496 458 450 3947 272 168 81 3869 3750 60 44 3690 238 154 108 58 3452 3391 1900 91 1491 1298 1254 1160
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=19 12 3 2 2 2 9 3 18 5 6 3 13 13 16 18 9 10 12 15 2 5 15 10 17 10 2 7 2 18
split_gain=0.000219534 0.00105953 0.00112601 0.0071648 0.00383457 0.00583222 0.00069987 0.00108013 0.000742493 0.000454722 0.000314397 0.0107696 0.000291743 0.00137846 0.000298617 0.000663838 0.00169363 0.000969567 0.000676014 0.000547193 0.000885468 0.000813444 0.00116092 0.002246 0.00473093 0.00113953 0.00391156 0.000647192 0.000501477 0.000691381
threshold=14.451165964200003 84.828830943350013 92.585121096400016 190.3068252971 164.37582864125002 106.99702195580001 196.51002155900002 92.90235915575002 13.24088655595 22.665750084250003 16.575387281250006 93.733092718100025 117.71413924170001 117.67112391160002 22.584947186600004 13.552878921100001 197.89372115420002 62.165217350350012 66.834523482800009 44.024213102900006 210.71970372160004 21.701709660250007 36.080675573650005 61.966271448700006 199.05253715360001 62.020040611300011 183.27506507165003 23.164713644150002 104.39392676985001 12.899561312100003
decision_type=2 2 2 2 2 2 2 2 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 -3 8 -8 9 -4 12 -12 13 14 15 16 28 -17 -19 21 -21 22 -16 -24 -25 27 -27 -23 29 -1
right_child=1 2 6 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 19 17 -18 18 -20 20 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00022337571006113602 -0.032215464622052589 0.051744210068818033 0.0012989042273003921 0.00063104566021080172 0.059914624705901101 -0.022605700122700998 8.5513084299129424e-05 -0.0047852372983641749 0.0044246383916261558 -0.0019948127606874717 -0.060108162798030801 8.911103088661024e-05 -0.0017025515485851698 0.0049580235744166269 0.00030125130162049133 -0.0031159927566899921 0.0064886771331693505 0.045698913771628102 3.2883748826526865e-05 -0.0054755716462298728 -0.00073954030247698498 -0.0023045466045214596 -6.9815841798549515e-06 -0.012407400644733309 0.00091494931453210368 0.0097548792340070318 -0.00062638095791146505 0.0012313563560105831 -0.00012852961571304525 0.0049460593639295419
leaf_weight=0.50655512303061967 0.00984307475664703 0.020792942857951746 1.5533026322082162 0.52845144346929374 0.032007312634959817 0.021418305870611221 2.0143107639605664 0.58824383603624841 0.58805413878533519 0.5740628162402287 0.030739020598395284 0.89634591544921716 1.0295092092701441 0.55322400316731446 3.5231075881310954 1.027636657333409 0.53652918501575175 0.0032422490523299477 18.232019135278666 0.53258941421796935 1.525545692072267 1.0374329712649348 1.5077799283899369 0.55432359809469722 0.51345574887818657 0.55922556592122408 1.0341299466599592 1.0331578220502704 3.065879851628158 0.52880637700253275
leaf_count=25 30 22 49 71 18 18 28 143 79 67 37 440 24 23 22 37 14 6 2736 47 77 27 8 28 15 22 35 13 371 101
internal_value=5.3718e-08 0.000566152 0.000620651 0.00471721 0.0338116 0.0140185 0.000156401 -0.0010154 0.0012795 0.000410105 -8.77603e-05 -0.00190683 -4.25527e-05 4.55966e-06 -7.21555e-05 0.000131179 0.00120525 -0.000127416 4.10032e-05 -0.000483282 -0.0019651 -0.000170889 -0.000878408 -0.00249206 -0.00600117 0.00100678 0.00301717 -0.000540245 0.000514064 0.00241689
internal_weight=44.1617 5.93049 5.92064 0.60267 0.0742186 0.0422112 5.31797 2.60255 2.71542 2.12737 38.2312 0.927085 37.3042 36.2746 35.7214 23.9007 4.63777 19.2629 18.2353 11.8207 2.05814 9.76261 6.09867 2.57556 1.06778 3.66395 1.59336 2.07059 4.10124 1.03536
internal_count=4633 525 495 129 58 40 366 171 195 116 4108 477 3631 3607 3584 3290 511 2779 2742 294 124 170 73 51 43 97 57 40 497 126
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=16 17 6 16 17 19 15 7 16 5 17 18 17 9 19 5 5 7 9 2 9 9 5 0 5 5 5 8 3 6
split_gain=0.00025903 0.000997068 0.000302661 0.000674718 0.00133774 0.0207459 0.00686311 0.00138287 0.00070128 0.00118589 0.00382443 0.000592111 0.00098667 0.00096477 0.000440796 0.000396636 0.00107889 0.00159094 0.0019067 0.00144424 0.000844825 0.0024791 0.000595909 0.000678179 0.00051938 0.000511787 0.00100001 0.00108533 0.000892599 0.00071733
threshold=22.764946765650006 160.18589576985002 16.485385178400005 22.594947163200004 195.14561408000003 14.251149826300002 35.133229767950006 19.052023743050004 22.624947093000003 20.608876568850004 195.44378352670003 13.317304170000002 188.27285108100003 194.03220695150003 13.351077205700003 21.836296031200003 21.990725385850002 23.109894804950002 186.70853236170004 171.06275453495002 197.89372115420002 205.93480238635001 21.612734424500001 85.990333302400003 25.361845021250002 21.252944829650001 20.911722254300006 8.3434888241000014 93.14163192940002 16.165377701450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 5 6 7 14 9 -5 -11 12 -10 -14 -4 22 -17 18 -18 -19 24 -22 23 -3 -21 26 29 -28 -27 -25
right_child=-2 2 3 8 -6 -7 -8 -9 11 10 -12 -13 13 -15 -16 16 17 19 -20 20 21 -23 -24 25 -26 28 27 -29 -30 -31
leaf_value=-0.069680727129695613 0.0020459425894648092 -0.0034690446064412576 -0.047997801167062801 -2.6831585155801676e-05 -0.00011457613755174294 -5.0148007079399677e-05 0.090945897143131893 -0.10008738619454134 -0.00058465950861248531 -0.010560482161282251 0.0013202811078852647 -0.0021289124095819826 0.005702577399830943 -0.00032819566845814196 0.029616642908002623 0.0051431161422410112 0.0013485470700228769 0.0061011843101502986 -0.007022800124147386 -0.0024303771347585338 0.0074445237982440089 -0.00013416784323901041 -0.0033378932222493463 2.8617990580710676e-05 0.00077091155081948322 0.0051190569758357285 0.00027358455738577144 -0.0061648046074018322 -0.00067342897962035749 0.0026702242073510032
leaf_weight=0.0020551021230933433 0.61041400483872976 0.53962693501210068 0.0010423167376211245 1.0046458817250807 3.0534604987304923 0.53477694146030785 0.034611107792670737 0.0018673916744018568 4.3997464204334591 0.5583387115877938 0.52637573733875342 1.5675888180402635 0.55311648433098504 0.50971074925473658 0.0024556893880980368 0.53588342002341072 0.52505211630627657 0.54307945437631122 0.56470035552792763 1.0221776145308208 0.60185964448682261 1.5259833381188461 0.5352562342859376 20.203077444010496 1.0051600546467083 0.53880851018692399 0.51467903005517246 0.53292852901900289 0.52546885388437659 1.0830856727843627
leaf_count=301 120 49 83 7 90 42 16 260 64 27 21 44 54 6 81 39 161 17 91 34 109 77 37 2514 10 39 103 22 12 103
internal_value=2.52028e-07 -2.84234e-05 -2.51361e-05 -0.000434913 0.000718498 0.00514432 0.0746322 -0.0306039 -0.0008938 -0.00250235 -0.00479514 -0.000415738 7.58893e-05 0.00281034 0.00648952 0.000144483 0.000850465 0.00045303 -0.00298941 0.0012515 0.000617647 0.00200946 -3.79453e-05 3.58429e-05 -0.000843169 0.000116676 1.45816e-05 -0.00300169 0.00225912 0.000163029
internal_weight=44.157 43.5466 43.5446 12.7477 3.62821 0.574753 0.0399765 0.0053654 9.11952 2.08936 1.08471 7.03016 5.46257 1.06283 0.00349801 30.7968 6.3239 5.78801 1.08975 4.69826 4.15518 2.12784 24.4729 23.9377 2.02734 23.398 22.3338 1.04761 1.06428 21.2862
internal_count=4633 4513 4212 795 572 482 440 424 223 55 48 168 124 60 164 3417 538 499 252 247 230 186 2879 2842 44 2793 2742 125 51 2617
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=19 2 4 3 8 8 8 9 18 3 5 16 18 9 7 5 7 17 9 7 3 15 14 7 18 16 9 4 9 2
split_gain=0.000219441 0.000883584 0.00372522 0.000839802 0.00347265 0.00672272 0.0099252 0.000592639 0.00102843 0.000896387 0.000355091 0.000318824 0.000999481 0.00213515 0.00165132 0.019112 0.0104282 0.00956666 0.00900619 0.0054761 0.0023464 0.000678992 0.00190752 0.000646751 0.0062655 0.000595836 0.000549106 0.00197275 0.000615893 0.00142849
threshold=14.451165964200003 63.548891378550003 156.40313730310001 92.585121096400016 8.2435668022500028 8.543332867800002 8.4434108459500017 196.51002155900002 13.24088655595 92.90235915575002 22.665750084250003 22.574947209950004 13.552878921100001 194.43273554075003 23.543468673550006 17.640922824350003 23.432223030750006 196.01244718945003 190.36745536595001 22.598495330900004 82.234557294150008 39.324897478350003 144.12207640715005 23.276000438150003 13.141419083100002 11.864972254500001 193.49750438550004 230.62319231240002 186.70853236170004 86.916594916350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 4 -4 6 -6 8 10 -9 -5 12 13 -1 15 18 17 19 20 25 -14 22 -16 24 26 -17 28 -28 -13 -30
right_child=1 2 3 7 5 -7 -8 9 -10 -11 -12 23 14 -15 21 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00058292477661677194 -0.026140632012308037 0.066294756164999122 0.00090951334921279131 0.00092246018276946867 0.041185132219901374 0.046341157566659436 -0.060995903653797437 5.054082335920101e-05 0.0048544504584825936 -0.0043892359070845698 -0.0019906853515454805 -0.00013383126106826054 0.016685330460032642 0.0073593690607904371 -0.10015825535541219 -0.023330706847452327 -0.10048794568952875 0.027018752944401859 0.093127435358661984 -0.10039043363289157 -0.10018482661635096 -0.003612697876813396 5.9392103509331521e-05 0.00011422978745812443 -0.010676108486580915 0.050722201730790374 0.0061839769668070544 -0.00075058656559055022 0.00085821417388288806 -0.0065430731108389109
leaf_weight=2.5608694154862301 0.012361803099335655 0.0086249010746540788 0.51116427435954381 1.5441504603368241 0.019216845339542488 0.050361180750769563 0.018811540882438749 2.0138323788787607 0.58983079994609378 0.58739170905073468 0.5739456742973913 2.9077654716775205 0.0035360334745307967 0.56812345065293346 0.0018994365236747459 0.0016906780246872524 0.021200762649627336 0.024014984909209058 0.019360921636689454 0.013816031582216226 0.0033410533329001346 0.52047710499495181 18.658868029733991 9.1638409018543125 0.62925296873244274 0.0030406189316263266 0.56242620538432708 1.5160548438175068 0.50481067014334235 0.53942681409037485
leaf_count=775 37 10 19 41 40 50 18 28 79 136 67 51 101 124 2 54 12 37 5 35 87 73 2341 174 75 52 32 36 5 37
internal_value=6.47369e-07 0.000566661 0.000622455 0.000526593 0.00407424 0.0223761 -0.00936087 0.000125963 0.00116147 -0.000952021 0.000133078 -8.71588e-05 0.000155577 0.00181331 -0.000113581 -0.0136273 -0.0431877 -0.0146458 0.0582098 -0.0685929 -0.040093 -5.0173e-05 4.91912e-05 -0.000430782 -0.00118072 0.0242602 -0.000189922 0.00112587 -0.000881938 -0.0029651
internal_weight=44.1535 5.92969 5.91733 5.9087 0.599554 0.0883896 0.0380284 5.30915 2.70793 2.60122 2.1181 38.2238 22.4002 3.12899 19.2712 0.0900011 0.0637631 0.0425623 0.026238 0.0185473 0.00687709 19.1812 18.6608 15.8236 6.65974 0.0047313 6.03048 2.07848 3.952 1.04424
internal_count=4633 525 488 478 127 108 58 351 187 164 108 4108 3698 899 2799 383 190 178 193 141 188 2416 2343 410 236 106 161 68 93 42
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=16 6 14 0 16 17 19 5 19 15 5 16 19 19 18 17 2 10 17 6 9 16 18 7 6 5 8 12 5 2
split_gain=0.000259178 0.000285992 0.0024368 0.00117663 0.000595889 0.00106473 0.0189227 0.00649169 0.00245076 0.00128939 0.000782084 0.000720185 0.00103617 0.00234017 0.000508126 0.000703131 0.000923556 0.000456882 0.00123524 0.000661315 0.000658215 0.000778688 0.000671545 0.00200861 0.000285948 0.00127898 0.00113445 0.000531567 0.00698823 0.00590833
threshold=22.764946765650006 16.485385178400005 156.96193988595004 85.732241321850012 22.594947163200004 195.14561408000003 14.251149826300002 23.714185006400005 13.851117550450002 30.632308446700005 30.922794813800003 22.624947093000003 14.551174033150001 14.451165964200003 13.317304170000002 188.27285108100003 180.42199898520002 62.041548276350007 196.70927211395002 16.455384477450004 200.77913281735002 22.564947233300003 13.055593598800002 23.299327580650004 16.425383776450001 22.825270530250005 8.3434888241000014 226.26044291545003 21.950234501100002 210.71970372160004
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 6 7 -4 9 10 -9 12 13 -6 15 -13 -17 18 20 24 21 -1 -23 -24 25 27 -26 -19 29 -29
right_child=-2 2 4 -5 11 -7 -8 8 -10 -11 -12 14 -14 -15 -16 16 -18 19 -20 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0033279406832820491 0.002046957341921442 -0.070038434842106589 0.095429957341187657 -0.013302068226688561 -0.0090246258432742487 -3.3910208503347941e-05 -0.00011623957729735323 0.02989007998781585 -0.1001345134497441 0.08983085217950533 -0.06838301659751618 -0.00042804388246038549 -0.00013602191377516245 0.00030762145236741946 -0.0019125395903575239 0.0052702257670116971 -0.00063935449962819859 -4.0662541737602251e-05 0.005460438026051409 -0.0035613425302625013 0.0021893347593410976 0.0012098739227855895 -0.0070074306955597966 -1.6146500915043413e-05 -0.00024687153033167247 -0.0049252173550604732 0.0051007970115416754 0.055934127325121756 0.072812828167517329 -0.00055545303738605543
leaf_weight=0.516920894795453 0.61029363380998702 0.0071969377788335676 0.02920562280009311 0.0074277457024436444 0.56652931288328845 3.0527899193302241 0.53091559165369517 0.0019299124289005659 0.0021164861572443572 0.0020276067056768099 0.0013952909117085632 4.3961979122505568 1.0062592746689913 0.5111376771178584 1.5693088257280079 0.55248016596306093 0.50726476696331702 21.339081731207699 0.54708301701364526 0.52451890757219999 1.5535622494317669 1.0442610427880796 0.56201044886006135 1.5288142113295178 1.5094431466277449 0.53102155005615159 0.53811555463663996 0.019146577899932349 0.013997015837133198 0.56145164986521134
leaf_count=73 120 31 17 13 31 89 31 291 60 27 99 56 9 13 44 36 23 2031 77 24 35 39 52 25 87 165 16 39 50 930
internal_value=4.82474e-07 -2.82069e-05 -0.000426598 -0.0412225 -0.000379728 0.000705544 0.0046827 0.0741534 -0.00903976 0.0269789 -0.0113464 -0.000811062 -0.00244363 -0.00459834 -0.000326787 0.000129328 0.00244151 0.000136693 0.000940323 -4.79559e-05 0.000465279 -0.000268134 -0.000861064 -0.00189539 2.72244e-05 -7.58901e-05 0.00115854 4.15137e-05 0.00299069 0.00130742
internal_weight=44.1439 43.5336 12.7442 0.0146247 12.7296 3.62038 0.567591 0.0366749 0.0074693 0.00535281 0.0033252 9.10918 2.08393 1.07767 7.02525 5.45594 1.05974 30.7894 5.75265 25.0368 5.20557 3.65201 3.13509 2.09082 24.5123 22.4647 2.04756 21.9337 0.594595 0.580598
internal_count=4633 4513 870 44 826 614 525 494 477 417 390 212 53 44 159 115 59 3643 301 3342 224 189 116 77 3318 3215 103 3050 1019 969
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=16 0 3 18 13 7 6 6 6 9 6 6 9 9 9 8 18 16 19 18 5 16 15 4 16 18 18 15 15 2
split_gain=0.000210187 0.000275205 0.000467939 0.000464865 0.000647576 0.000567037 0.00513615 0.0269842 0.0122473 0.0011731 0.00410436 0.0144361 0.00874445 0.00273868 0.00353568 0.00333484 0.00139372 0.00051897 0.000758575 0.00054486 0.000980539 0.00060918 0.000503541 0.00544184 0.000752154 0.00219084 0.000809495 0.000495559 0.000905605 0.000835616
threshold=22.764946765650006 85.990333302400003 93.668569722950011 13.087929333200002 117.54745483760001 23.109894804950002 16.455384477450004 16.505385645700006 16.545386580300001 195.13041324455003 16.435384010100005 15.785368822600002 188.55070358395002 186.16747084260001 185.00606802455005 5.1459841250500009 13.317304170000002 11.864972254500001 10.650859343850001 14.170404054850001 13.340155591900002 13.634968115500001 40.856592954650004 286.34948838025008 22.594947163200004 13.781134552700001 13.659439901750002 39.864684991950007 39.203018015350004 180.42199898520002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 11 12 13 14 15 16 -5 18 -18 20 -19 -22 27 -24 26 -26 -25 28 -7 -29
right_child=-2 3 -4 5 -6 22 7 8 -10 -11 -12 -13 -14 -15 -16 -17 17 19 -20 -21 21 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.0034272703340776215 0.0018452468885058115 8.1792882156841952e-05 -0.00035599525339806995 -0.10008779362131925 0.0033144332336972333 -3.4843942291612338e-05 -0.0817443864594911 0.062710170598227227 -0.026515207658190716 -0.0042165301740737602 6.3608619205857207e-05 0.081843977592613859 -0.10058433255643376 0.10002912557315591 -0.097172327877595596 0.10005034696930426 0.0099453756385333002 0.043881528301054878 -0.10001575884928926 0.051868932560424408 0.0062522628499463067 -0.10001908436837924 0.0098550297181909732 0.0037185383324747343 -0.0073184078732976762 0.0017097451624856473 -0.0018395549873138366 0.00073676256087522026 0.0041615333745564295 -0.0049431921388808624
leaf_weight=0.53351385425503206 0.60935732889265537 1.5368965715093801 7.0701354286142655 0.0014051444327993776 1.0383745194412766 27.370475022417107 0.045159074496495921 0.032140410097781569 0.029507233844213943 0.52912926566932572 1.0102472717117053 0.026429478661157191 0.0091877611048403196 0.0032747535151429466 0.0030712758780282448 0.0039151488308561974 0.0016570669988453801 0.0022114336473464391 0.0010095985586318079 0.0030887148438493162 0.0010056878781767864 0.001163390144455434 0.59331330607528743 0.52201530681759345 0.54137203773279885 0.53384134234784142 0.52614828308339057 0.50395851255689084 0.52411582416595948 0.5328895351261913
leaf_count=48 120 65 993 10 16 2662 26 11 32 24 37 23 7 4 3 5 55 41 49 79 23 33 35 12 24 74 57 4 21 40
internal_value=8.75281e-07 -2.49429e-05 -0.000571493 9.07298e-05 0.00138523 -9.22528e-06 -0.00178643 -0.0230169 0.020003 -0.000366357 0.00154177 0.0275487 -0.0187565 0.0157269 0.000826427 0.0202996 -0.0067548 0.00618401 -0.0316859 0.0197043 -0.00297506 -0.0507466 8.64405e-05 0.00138813 -0.000977685 -0.00283595 0.000928534 -3.57897e-05 4.40024e-05 -0.00218246
internal_weight=44.14 43.5307 7.60365 35.927 2.57527 33.3517 1.7036 0.106807 0.0616476 1.5968 1.06767 0.0574195 0.03099 0.0218022 0.0185275 0.0154562 0.011541 0.0101359 0.00266667 0.00746923 0.00438051 0.00216908 31.6481 2.71669 2.12338 1.07521 1.04816 28.9314 27.8946 1.03685
internal_count=4633 4513 1041 3472 81 3391 462 69 43 393 369 332 309 302 298 295 290 280 104 176 97 56 2929 202 167 98 69 2727 2683 44
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=6 6 19 3 10 17 9 16 9 8 9 15 3 8 8 15 17 17 3 10 9 9 7 18 15 10 0 6 8 5
split_gain=0.000231432 0.000643635 0.00115552 0.00287616 0.000423938 0.000956393 0.00061045 0.000623504 0.000622963 0.000635735 0.000715364 0.000542364 0.000369226 0.00330549 0.0125752 0.000480617 0.000363676 0.000389489 0.000593834 0.00128994 0.00035361 0.000713503 0.000703873 0.000659454 0.000297364 0.000323572 0.00259815 0.017425 0.0235231 0.01149
threshold=16.485385178400005 16.505385645700006 14.451165964200003 93.776108048150022 62.041548276350007 196.70927211395002 200.77913281735002 22.564947233300003 198.14098854835004 8.4434108459500017 186.70853236170004 42.33967733730001 93.216908757050007 7.943800736700001 8.4434108459500017 40.856592954650004 197.18249712500003 195.44378352670003 93.017962855400015 62.068432857650002 194.57718764590001 200.95377551580003 22.650953015950005 12.933745112000002 39.864684991950007 69.999384342500022 95.988709089550014 14.745344522600002 7.943800736700001 17.089764221050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 -1 9 10 -9 12 15 -14 -15 24 17 18 -3 20 22 -22 23 -20 25 -6 27 28 29 -27
right_child=1 16 -4 -5 11 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0030238427181460267 -0.0092835709062767929 -0.0019204289348633498 -3.0778805219491743e-06 0.0011390127710770911 0.00063597211803029415 0.0049102475569185785 0.0021688959533469796 0.0022429148686887211 -0.0027382266192755851 0.0032487672623923627 -0.002272787044528162 -0.0030875231390989008 0.00015784323539646579 -0.077038760565302344 0.015223175481548954 0.003066783973467838 -0.0024590965734465529 0.0016008165322901656 -0.00052820811642741411 0.0049705543210279415 0.0040740540348891503 -0.0001536917887170089 -0.0029028445054999526 0.003285842185625238 -0.0023305935964047842 0.092414616493060764 0.00010279591044993678 -0.0010695533758216253 -0.10019421659712176 -0.060853547275840393
leaf_weight=0.51583381090667257 0.5534802108886645 1.523823894774974 1.5296879963789249 0.50756958977862254 7.3612714342595806 0.54530886202313844 1.5532881077593925 0.52902278754959375 1.0334432835734331 0.5317814131306341 1.0414076223279378 0.56568272493157934 0.50536749307970197 0.026006866290117614 0.034200592529032292 0.5353388291242841 0.57225849409596996 1.5329228780019555 2.9467196411364283 0.53632744996984083 0.54124887313108905 1.5209047882647153 1.0429808385680557 0.53574722275174247 0.51898597598976337 0.012219963745606299 14.83458656572069 0.59300507538909386 0.041379714620660479 0.0081556059648275614
leaf_count=73 24 26 35 18 473 79 35 35 29 22 30 137 119 45 26 32 100 26 410 75 32 69 33 140 35 113 1936 111 226 89
internal_value=7.81647e-07 -0.000347063 -0.00176199 -0.00429777 0.000151548 0.000925866 0.000508419 -0.000197923 -0.000727922 0.00026034 -0.000751606 -2.62906e-05 4.44756e-05 -0.00248088 -0.0246298 0.000104224 -6.16078e-06 0.000131719 -0.000128697 0.000254559 -0.000129392 0.000955955 -0.000623963 5.85503e-05 3.63592e-05 9.01177e-05 -0.000169298 -0.006334 -0.0568859 0.0310669
internal_weight=44.13 13.3437 2.59074 1.06105 30.7863 5.75009 5.20478 3.65149 3.13566 2.10221 1.57043 25.0362 24.4705 0.565575 0.0602075 23.9049 10.7529 10.1807 8.64775 7.12393 6.5876 2.06215 4.52545 3.48247 23.3696 22.8506 15.4893 0.65476 0.0617553 0.0203756
internal_count=4633 988 77 42 3645 303 224 189 116 87 65 3342 3205 190 71 3015 911 811 785 759 684 101 583 550 2983 2948 2475 539 428 202
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=8 17 8 8 9 9 15 15 12 8 9 17 4 9 8 16 8 8 10 10 14 16 17 12 15 17 16 10 17 10
split_gain=0.000244461 0.000892133 0.000817185 0.00532239 0.000518583 0.00451823 0.00194519 0.00338829 0.000702687 0.00101953 0.000625539 0.0019039 0.000598365 0.000719759 0.000977074 0.000569219 0.000507969 0.000915853 0.000499979 0.000731022 0.000748171 0.000861595 0.00052634 0.000929974 0.000492654 0.000380827 0.000354029 0.000351397 0.00078355 0.000301513
threshold=8.8430989333000021 158.19986339130003 8.9430209551500024 9.3427090425500019 179.11733629770001 177.59430306730005 43.153128509050006 32.355961258350007 150.80177373595004 3.6471537973500001 52.003051165950005 182.37451917730002 239.38000160390004 61.192192081150004 3.5472317755000007 14.224966735800002 10.242007239150002 9.7423971299500014 90.937096262400004 89.052487112950018 301.50888169040007 11.864972254500001 174.72950843050003 235.88806624395002 23.340124910500005 177.30738098725001 22.764946765650006 80.677940036650014 174.47088669260003 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 8 9 10 11 -3 -10 15 27 18 17 -5 19 20 -14 25 -23 -24 -17 -22 29 28 -15 -6
right_child=2 4 3 16 26 -7 -8 -9 12 -11 -12 -13 13 14 -16 24 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.076693023386182099 -0.00082816617942721611 0.06366097088692256 -0.052011578140325511 0.019853693527815401 -0.00058703542039995451 -0.10009119497188915 -0.10030209415692432 0.085617221318328232 0.058993373752244609 0.045312475102445599 -0.1000318768861289 -0.10006369935743729 -0.075656816559538209 0.065474047436062707 -0.021730549003189117 -0.082892592639233556 0.032780984384702665 -0.020271688038222272 -0.066976642798277877 0.057771554544650321 -0.005856054297315649 0.088632027649542047 0.084332473568561148 -0.032251994643057974 -0.012090223643827364 -0.079902316865690798 0.0024857291061645566 0.090266638188253465 -0.035905885439418563 0.0001256322095356814
leaf_weight=0.0015156339946561506 0.51598754751966636 0.0012817070028354497 0.021763048590823786 0.014775314078178781 7.1165111060303294 0.0050214188956090302 0.0018090774537995449 0.0046501373230540812 0.0016886642750142391 0.0012212576943326503 0.0019871641513519861 0.0015930389976204218 0.0014383851058568098 0.0023046514490445719 0.0031746147265965061 0.0020023678282736776 0.0085557760304624253 0.0092492416873573013 0.0011383579678678766 0.001963653903843011 0.0015401110625816727 0.0011908236865565414 0.0010719349281202994 0.001891619319678739 0.0019299973238631196 0.0012651543551385203 0.5842721400258587 0.0014753083414689172 0.0011392081394241416 35.802989432956807
leaf_count=245 24 34 69 41 224 17 1 16 53 259 84 91 132 38 185 89 37 33 253 45 23 10 9 77 114 54 42 16 53 2265
internal_value=3.18181e-07 2.72567e-05 -0.0020566 -0.0137205 2.9927e-05 -0.0109749 0.000876905 0.0059687 -0.00586517 -0.0363712 -0.0568893 -0.027067 0.00149452 -0.00263263 0.0215197 -0.0152997 0.0118573 0.00440578 -0.00406919 0.00284196 -0.0100019 0.0035674 0.0324803 0.00991729 -0.0481429 -0.0392504 4.07483e-05 0.0494315 0.0319382 7.46431e-06
internal_weight=44.1184 43.5481 0.570331 0.0543434 43.5466 0.0427787 0.0377572 0.0359482 0.031298 0.00608317 0.00486191 0.00287475 0.0252149 0.0235262 0.00809378 0.0154324 0.0325803 0.0240246 0.0115 0.0103617 0.00839803 0.00695964 0.00415438 0.00296355 0.00393237 0.00280527 43.5038 0.00491917 0.00344386 42.9195
internal_count=4633 4429 204 180 4184 1653 1636 1635 1619 468 209 125 1151 1098 292 806 111 74 603 350 305 173 96 86 203 77 2531 107 91 2489
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=15 8 14 9 13 19 0 15 4 16 7 15 15 17 16 3 17 3 2 3 18 7 7 4 16 8 18 15 15 15
split_gain=0.000217939 0.000692247 0.000405556 0.0025097 0.00218181 0.000385293 0.00022577 0.000665459 0.00272153 0.00136383 0.0009377 0.000543061 0.00127923 0.00111848 0.000356389 0.000720526 0.000414047 0.0142095 0.000874801 0.000559209 0.000343791 0.000528938 0.00138441 0.0155999 0.0109084 0.0099887 0.00187664 0.00113844 0.000460621 0.00095237
threshold=46.723315192750007 8.3434888241000014 144.12207640715005 193.49750438550004 114.57939706160001 14.651182102100002 85.990333302400003 41.54912092575001 286.93691744620008 22.594947163200004 23.756021375100005 39.864684991950007 39.203018015350004 191.86029796145002 22.704946905950003 95.346167596350014 187.63270803470002 93.794927255050013 108.63443756215001 93.733092718100025 13.063922652800002 22.929105819350003 22.773029501100002 179.89634997090005 20.719951547750004 8.543332867800002 13.278511569200001 24.140213186200004 37.882159664350006 38.567335632300008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 14 11 -9 10 -10 12 20 -13 16 -16 17 -4 -18 -20 -8 22 23 25 26 -22 -25 -28 -23 -30
right_child=1 -3 5 4 -6 -7 7 8 9 -11 -12 13 -14 -15 15 -17 18 -19 19 -21 21 28 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.022452836329299963 0.00038437216767982213 -0.0040419153007949819 -0.055705600555350156 -0.084470321618505262 0.0004446796133347999 0.002669291583668288 0.0011305657767036405 0.00765123984899003 0.0047667902285463111 -0.0043478155565670465 -0.0012276347551015614 0.0001294910929597799 0.0049144817634832888 -0.0054289247875588592 0.0035889990298636335 -0.00093275958935905192 0.0034452341841438084 -0.0007057191953454816 -0.00024917961122216504 -0.0038115692381019625 0.099821497518340602 -0.00011846485621480614 -0.0013985685291296283 0.086925298183930202 -0.10050790381795144 -0.03427855702305848 0.013952133329148365 -0.066468921806792272 0.0035509762079819597 -0.00074465511551051694
leaf_weight=0.010503879286217876 1.0106855272361208 0.54324834743186823 0.048088492825632101 0.0063972940702115011 0.0057415494484303053 0.554185680939553 2.5306691792564129 0.58424096619637556 0.52712134704722735 0.55168376032906952 0.51680814332539127 1.0493770893735934 0.54224432782336762 0.55267767755058894 0.59155446953809565 0.87166459762352133 0.55478638077329412 2.0264171612421791 2.5254229764414049 0.53378453897651423 0.013961614907994968 24.823853166646508 1.0295727688796459 0.0028588770646535986 0.02269248542143032 0.0092245243034092539 0.0073529249466528501 0.0023142426816789019 1.0482442691829335 1.0167210882166129
leaf_count=32 51 127 22 12 28 60 51 40 13 57 36 28 30 71 34 44 44 678 38 88 44 2624 36 10 10 10 198 60 35 22
internal_value=1.88436e-07 -0.00116304 4.26595e-05 -0.013337 -0.0443064 4.97815e-05 1.52037e-05 0.000120282 0.00181194 -0.00032614 0.00179919 7.34549e-06 9.99817e-05 -0.00178805 -0.000496568 0.00089531 -0.000854593 -0.00198065 -0.000208211 -0.000870762 1.44081e-05 -8.65551e-05 -0.00224818 -0.0172253 -0.0591592 0.0464703 0.015749 -0.00530002 9.08545e-07 0.00143595
internal_weight=44.1141 1.55393 42.5602 0.0226427 0.0121388 42.5375 41.9833 34.8316 2.17985 1.59561 1.04393 32.6518 31.0497 1.60205 7.15172 1.46322 5.6885 2.07451 3.61399 3.05921 30.5075 27.9768 1.08798 0.0584047 0.0352185 0.0231861 0.012526 0.00966717 26.8888 2.06497
internal_count=4633 178 4455 72 40 4383 4323 3375 146 106 49 3229 3130 99 948 78 870 700 170 126 3100 3049 368 332 278 54 268 258 2681 57
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=6 10 3 10 9 9 17 16 15 6 7 3 17 17 3 3 16 16 9 18 16 15 7 18 7 18 2 6 19 6
split_gain=0.000231119 0.000533967 0.000978165 0.00243277 0.000722861 0.00133023 0.00061847 0.0015224 0.00057517 0.000434806 0.000905807 0.00208446 0.000361508 0.000370181 0.000557579 0.0011224 0.000316757 0.00505312 0.00431842 0.00187274 0.00153532 0.000431249 0.00103425 0.000564455 0.000723118 0.000350202 0.00034132 0.000294278 0.00109922 0.00102811
threshold=16.485385178400005 62.041548276350007 93.181958801350021 61.950140699950005 200.95377551580003 205.93480238635001 185.06340398685003 22.584947186600004 42.33967733730001 16.505385645700006 23.493869161500005 93.776108048150022 197.18249712500003 195.44378352670003 93.017962855400015 93.345954747300013 22.594947163200004 22.584947186600004 195.74493321760002 13.193283301750002 21.074950717600004 42.968808980200009 22.650953015950005 12.933745112000002 22.502236473750006 11.780626785300003 188.61740261325005 16.405383309150004 14.351157895250003 16.245379570700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 27 10 11 -2 13 14 -11 -16 17 18 19 20 25 22 23 24 -18 -17 -23 29 -29 -3
right_child=9 8 4 -5 5 -7 7 -9 -10 12 -12 -13 -14 -15 15 16 21 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00026329397235963346 -0.0078848400840934325 -5.0266508928493887e-05 0.0025811449002406351 0.0084340689952467299 0.0059339240117865259 -0.0012133912519981921 0.0001082378705119424 -0.005728477524816796 -0.00320380289739048 -0.0019199602872720313 6.9474304739873709e-05 0.00091399204458105952 -0.0025146184765753744 0.0015030098546471539 0.0045507176713680672 -0.057948888056712701 -0.0041163540573935569 0.00024587345334507033 0.08636582853136314 -0.1001411215703034 0.094298443869340498 0.0021349809634320905 -0.00521743237972307 0.0025320291615580554 4.1243515928006471e-05 0.0072092600031554311 -0.00021854006408589399 0.00072447563833324025 -0.0034840680264496878 0.0025760077871148299
leaf_weight=1.0432141278200378 0.56907564082939577 20.271190737108526 0.52249999380960943 0.56000819828750525 0.53987743922910503 0.5030238769350035 2.0069309729878233 0.57489132013535016 0.56483680550019144 1.5234528407709111 1.5126357204399026 0.51101386538702798 0.57141550457428891 1.5318991864719471 0.54457656321028469 0.0014447796509516305 0.57964849493169035 0.50493229262065142 0.012767323489686788 0.0017799458186974898 0.0017695799394914502 0.88755676707296549 0.52996665740852211 0.53267433461587632 1.5032050119189078 0.0019224177044038383 2.0155284871744179 1.5251943769253551 1.0463971692292942 1.6088937296465236
leaf_count=33 35 2974 69 56 27 16 26 76 137 26 17 25 100 26 18 163 70 8 45 14 7 25 26 34 11 283 55 17 106 108
internal_value=5.4368e-08 0.000150774 0.00101969 0.00311736 0.000208778 0.00248655 -0.000556443 -0.00119142 -4.89604e-05 -0.000347631 -0.00150996 -0.00372192 -6.71536e-05 7.03183e-05 -0.000183666 0.000187961 -0.000173484 0.00218363 0.0518907 -0.0117456 0.0188843 -0.000377926 -0.00118912 -0.000372886 -0.0011158 -0.0207485 0.000500999 2.39169e-05 -0.000988008 0.00014285
internal_weight=44.1042 30.767 5.75045 1.60322 4.14722 1.0429 3.10432 2.58182 25.0165 13.3373 2.59273 1.08009 10.7445 10.1731 8.64123 7.11777 6.5732 0.524616 0.019684 0.00691672 0.00513678 6.04858 3.14549 2.61553 2.08285 0.0033672 2.90309 24.4517 2.57159 21.8801
internal_count=4633 3645 303 89 214 43 171 102 3342 988 77 60 911 811 785 759 741 520 512 467 453 221 141 115 81 446 80 3205 123 3082
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=6 10 17 16 14 16 17 6 5 8 15 7 5 10 6 10 2 6 2 18 0 7 5 18 14 15 15 15 17 19
split_gain=0.000186893 0.000433246 0.000896251 0.000570714 0.00208166 0.000592032 0.000559358 0.000477533 0.000403451 0.000447095 0.00140125 0.000940626 0.000901522 0.000845984 0.0170387 0.00578311 0.00316892 0.00131631 0.000939887 0.00147785 0.000641192 0.000387205 0.000336474 0.00054457 0.000687261 0.000407303 0.000299507 0.000257746 0.00225557 0.000470232
threshold=16.485385178400005 62.041548276350007 196.70927211395002 22.624947093000003 244.85040433755003 22.604947139800004 190.92966541395 16.455384477450004 20.201591378100002 8.4434108459500017 41.831907381600011 23.131311951800004 24.082771358500001 61.971648364950006 16.535386346650004 61.740440965750004 113.96113505555 16.665389384150004 153.89888490650003 13.258241318650002 86.866770652900016 23.032419884600003 21.252944829650001 13.258241318650002 202.57660084575005 39.864684991950007 42.33967733730001 23.884857921950005 170.27155321280003 12.651020723000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 26 -2 10 13 21 20 14 -10 16 -16 -18 19 -15 22 -12 -11 24 -24 -25 27 29 -29 -3
right_child=8 7 -4 4 -6 -7 -8 -9 9 12 11 -13 -14 18 15 -17 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0031530477929460456 0.0023960557230970079 -0.00021818001577534951 0.0047779835043807867 -9.4534285708567468e-05 0.007027117610393663 -0.0033689897312586246 -0.00048204405452225492 -0.0030298755045815536 -0.0001894775388060425 0.0010746976477779995 0.0028890855887114646 0.0061290855506260285 -0.004790497687950734 -0.00058847570590483131 0.085977662362127824 -0.10052331118230262 0.031584757133805035 -0.095907429479142464 -0.0040291082487661006 0.0053456678119417544 -0.0029190273655494235 -0.00097726144013669152 -0.00022416847953885314 -0.00086317784110797973 -0.0036054875281293581 0.0019621292834530492 -0.0022613808564760861 0.058654858611165608 0.00023545110605649152 -0.0033061463753505656
leaf_weight=0.53620916887503334 0.52822320570862125 5.1354609040318246 0.54474985724308922 1.5601576711032978 0.55696124592761354 0.53749280547741296 2.0105017513090857 0.52440511562508518 0.52502555809861584 1.5167341720335068 0.53072249551018991 0.54646933922413143 0.5557402075310377 2.0203027057876093 0.0028098891079219247 0.023617841006971396 0.0011949001178397367 0.0025129248829498297 0.51772427415582223 0.52971356419654103 1.0251472898144127 0.50596437140288231 1.4283473038782117 1.0122352048493732 1.0378869359858525 1.0289172718125881 0.56229258276763872 0.0066114949499426192 18.242700399722356 0.54552058641113088
leaf_count=82 33 1614 79 34 59 33 16 24 49 22 48 29 125 94 81 47 33 208 39 10 34 10 55 26 27 18 132 20 1265 287
internal_value=2.72341e-07 0.000135828 0.000918868 0.000514692 0.00177899 -0.000353175 0.000283323 -4.40263e-05 -0.000312346 -0.000424018 0.00028999 0.00277181 -0.000912796 -0.000794528 -0.00438666 -0.0775105 0.00587939 -0.0548212 -0.000144469 0.000644221 -0.000607092 0.00100208 -0.000213661 -0.000647193 -0.00164716 0.000561021 1.9903e-05 7.35066e-05 0.000256616 -0.000514704
internal_weight=44.1024 30.7631 5.74607 5.20132 2.11712 3.0842 2.54671 25.017 13.3393 12.8111 5.20606 1.58316 7.60501 3.6229 0.555161 0.0301356 0.00651771 0.00370783 3.06774 2.55002 7.04927 1.03669 6.02412 4.50739 2.46623 2.04115 24.4926 23.9303 18.2493 5.68098
internal_count=4633 3645 303 224 93 131 98 3342 988 955 648 87 307 561 418 369 322 241 143 104 182 58 148 126 82 44 3318 3186 1285 1901
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=15 8 19 8 4 3 13 13 18 18 5 3 17 14 9 8 9 15 10 8 5 16 17 8 5 6 16 10 3 5
split_gain=0.000273773 0.000654453 0.000337968 0.000186284 0.000540998 0.000652534 0.000319062 0.00155621 0.000661483 0.000855592 0.000587603 0.0142869 0.000582035 0.000405041 0.00426899 0.0102668 0.00145698 0.00101882 0.00244709 0.000971105 0.00090543 0.00236753 0.0015806 0.000774977 0.00072871 0.000647173 0.000903412 0.000834443 0.000621574 0.000953496
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 8.7431769115000026 183.03125707040002 93.636308225400015 117.60660091645001 117.62810858150002 13.565012728250002 13.304953393500002 24.225659292200003 93.636308225400015 187.52613723835003 272.02763708760006 192.20980299475005 7.943800736700001 190.36745536595001 38.86986296220001 62.046925192600007 5.2459061469000003 20.911722254300006 22.584947186600004 162.43086425485004 8.543332867800002 21.191508333600002 5.0851188130000002 12.644970430600003 70.311245485600026 67.370072290900012 4.9923198389000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -8 9 12 13 -12 -9 17 15 16 19 20 -19 25 22 24 -1 -24 -22 26 28 -27 29 -15
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10004869621794794 0.00020100718932697988 -0.0041053988403040682 0.0024986216484082242 -0.00057952968964849311 0.0048236949045720439 0.00056519539229541935 -0.0058521903785762851 -0.00061022636303019939 0.0031436100318126508 -0.0042408615392468159 0.085722282954371232 0.00010114563613420469 0.0028480928229044863 -0.10000794735437553 -0.00056148875326476075 -0.10030546254863458 0.095257133983999029 0.0077712857065075115 0.00061555231632773994 -0.070882835379331072 -0.0039408040476939035 -0.007291907230976254 8.632882078531007e-05 0.0028529862987492346 4.4776098822481156e-05 -0.027844875729673119 -0.074459985888235852 0.041590690592277726 0.046727700316153913 0.03210163611516581
leaf_weight=0.0015717261037896382 1.0094798229811475 0.54257171762956358 0.55527952369493405 1.5319094812041734 0.55394222443757701 1.026805594904644 0.54088600562767197 2.920895138800081 0.52939605764095166 0.56081456287620302 0.020261270883023319 0.51088593616369748 0.58394369193047158 0.00100898524870252 5.2120980186302459 0.014374581979609502 0.0018583451759468508 0.56540588382631485 3.0880953932080146 0.0016496395529070887 0.52682442014236075 0.58131067725480523 18.579881867293334 1.070812057001066 3.549955088109463 0.0022442939900358949 0.0018343742913113914 0.0075636317375233908 0.0021957478089404958 0.0011914401661863305
leaf_count=125 51 127 70 94 68 55 24 142 28 29 27 461 43 231 715 18 12 29 85 67 69 39 1252 77 144 93 189 124 77 68
internal_value=1.11249e-07 -0.00130444 4.77018e-05 1.52903e-05 0.000759675 0.0020575 -4.43084e-05 -0.000778587 -0.00018137 -0.000614321 6.74608e-05 0.00336727 -3.40333e-05 1.46848e-05 -0.00079162 -0.0361522 0.0110265 0.000165948 0.00172295 0.0021771 -6.80484e-05 -0.00132158 0.00022907 0.00023709 -0.000470263 0.00969169 -0.0155114 0.0257021 0.00908583 -0.028476
internal_weight=44.0969 1.55205 42.5449 41.9896 3.11266 1.58075 38.877 5.13594 4.59505 4.06565 33.741 0.531147 3.50484 33.2099 5.24602 0.033921 0.0195465 27.9639 3.6535 0.0176881 24.3104 4.65809 19.6523 19.6507 4.07678 0.0160385 0.00623055 0.00980793 0.00439617 0.00220043
internal_count=4633 178 4455 4385 217 123 4168 266 242 214 3902 488 185 3414 1594 879 861 1820 114 849 1706 252 1454 1329 213 782 565 217 376 299
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=15 13 13 19 17 18 10 8 5 9 17 9 15 10 8 15 12 0 7 9 9 9 8 9 19 16 15 13 8 15
split_gain=0.00022156 0.000634421 0.000429024 0.000274227 0.000175655 0.00611232 0.0118646 0.0124022 0.0047719 0.000306251 0.000437529 0.00096415 0.0158002 0.000634124 0.00231447 0.000458064 0.000382591 0.00946416 0.00165332 0.000737035 0.00812341 0.0053997 0.001939 0.00100824 0.00028958 0.00305889 0.00508157 0.00234752 0.00255352 0.000889536
threshold=46.723315192750007 117.61735474900001 117.62810858150002 14.651182102100002 205.96542837505004 15.502113896900001 67.031326566450005 8.543332867800002 21.100330328400002 219.46060697480002 198.39433209390003 197.20558004415003 33.787611863550005 62.907231794400012 8.2435668022500028 37.491361913600009 247.98708896700003 86.162394622750014 22.835261448650005 204.09084027260005 192.39832633775004 188.90361612170003 3.1475436881500003 36.083943265750008 13.451085274650001 18.764956119400004 21.288946184100002 103.39541123890002 8.2435668022500028 20.268860138950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 6 7 8 -6 10 16 12 -12 15 -15 -13 -1 18 -18 20 21 22 23 -19 25 26 27 28 29 -7
right_child=1 2 -4 -5 5 24 -8 -9 -10 -11 11 13 -14 14 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.5200796698086687e-05 -0.0040072407314981229 0.0023209036644251586 -0.0017616494592361373 0.0022524858209685382 -0.090417848526167632 -0.03713003733517533 -0.10027788250577702 0.069255863749636465 0.012292710111483123 -0.0023471526422069902 -0.00041270866344048963 -0.002403483426594718 0.057504544142082704 0.00018619637680161415 0.0069725936061645517 0.00033069024029782078 -0.0035704163030833447 -0.085912546001237808 -0.10034573640752156 0.00025603021009564192 -0.095558026216780168 0.087422628386826837 -0.10017994998221265 0.019137657087705696 0.0006798040191607986 -0.00035584140972810173 -0.085072740721994819 -0.10010689331453163 0.084492896927164787 0.041751907222554119
leaf_weight=32.013582033985848 0.52354666367499092 0.51194101316106688 0.51771271926508078 0.55440881801450714 0.012244839148479847 0.0048926030747068472 0.018038231557007123 0.014709277053043479 0.0071732136675564098 0.52128778066354797 0.53321089378758291 1.012415191071341 0.051666844891542496 3.0556650331716217 0.60146045850325336 1.5521066377623354 0.0020884147150809227 0.0010966678310424527 0.011411393838733908 0.50269378011633492 0.0086906176858860817 0.0073924878779507699 0.0026170326544803224 0.0054741022745208312 1.5253670964877413 0.49927764512904105 0.011469795565312246 0.0017855118712759585 0.0042397969225618226 0.0020197279487703668
leaf_count=2476 112 12 54 70 28 285 48 39 26 110 249 10 26 120 99 59 90 167 34 39 32 9 41 108 114 6 133 7 12 18
internal_value=1.66785e-07 -0.00117296 0.000268185 4.30009e-05 1.38242e-05 -0.000877315 -0.0346801 -7.91412e-06 -0.0524756 6.07736e-05 9.26632e-05 0.000821808 0.00470358 0.000456895 0.00130231 -0.0007487 -5.97845e-05 -0.00269575 -0.0853746 -0.000581692 -0.0172458 0.0238018 -0.0273874 0.00160468 -1.67513e-05 -0.00204565 -0.0366123 0.00635013 0.0233944 -0.0140814
internal_weight=44.0917 1.5532 1.02965 42.5385 41.9841 2.10122 0.0521656 0.0341273 0.0194181 39.8829 39.3616 6.80653 0.584878 6.22165 3.65713 2.56452 32.555 0.541464 0.0134998 0.527965 0.0252709 0.0165803 0.0091878 0.00657077 2.04905 0.523685 0.0244074 0.0129376 0.0111521 0.00691233
internal_count=4633 178 66 4455 4385 716 141 93 54 3669 3559 563 275 288 219 69 2996 520 124 396 357 325 316 275 575 461 455 322 315 303
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=15 13 13 19 16 6 3 17 15 5 16 18 0 7 9 7 12 16 15 16 0 16 15 15 6 13 7 18 6 10
split_gain=0.000179145 0.0005123 0.000347724 0.000222565 0.000168485 0.000618637 0.00205357 0.000651721 0.00242822 0.00291877 0.000582671 0.00117299 0.000578245 0.00945188 0.00969399 0.00608564 0.00680128 0.00356344 0.00317882 0.00256166 0.00105226 0.000556833 0.000429363 0.000356544 0.000701999 0.000522362 0.000399615 0.000320342 0.000301647 0.000254352
threshold=46.723315192750007 117.61735474900001 117.62810858150002 14.651182102100002 22.624947093000003 16.545386580300001 93.82450029455002 190.4716172434 37.050691080100002 23.967536448650005 22.614947116400003 13.531614672700002 86.264556031700025 22.958251375150002 194.03220695150003 22.557405306150006 91.208648993800026 22.574947209950004 39.203018015350004 22.554947256700004 85.990333302400003 22.594947163200004 39.203018015350004 19.198394745150004 15.695366719750002 116.36722171835002 18.499987111650004 12.933745112000002 16.565387047600002 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 7 -7 22 -9 -10 12 -12 13 14 15 16 -1 19 -16 20 23 28 -6 -18 -25 -26 -27 -8 -14 -24
right_child=1 2 -4 -5 5 6 27 8 9 -11 11 -13 21 -15 18 -17 17 -19 -20 -21 -22 -23 29 24 25 26 -28 -29 -30 -31
leaf_value=-0.10032549080825318 -0.003597536182182818 0.0020922115949683108 -0.0015836445555025868 0.0020302672904118275 -0.0010927433924861122 -0.0063992725979643882 -0.00025898632185271104 4.6248845060874611e-05 0.010110671428302563 -8.3980687541767177e-05 -0.0040591706559561644 0.00070529499123056017 -4.4233773527213218e-05 0.00026261324026730516 0.095086119012395345 -0.10010665809133282 -0.041434709335874759 0.090355815547762286 0.036652475496900754 -0.10007670449137113 0.098306537371459446 -0.0019486073823567322 -0.00050850481045171562 0.081043502047062621 -0.060268031164379655 -0.0056120077848400935 0.070873536900068757 0.0025261504219595645 0.0023575374582501933 0.0014198700436031586
leaf_weight=0.0040625305444543193 0.52478400828183325 0.51115305909405584 0.51828218737214371 0.55362461288677778 2.0505138885973775 0.55484751877520411 1.9320088076158302 2.5263498248823457 0.63585593861444045 0.50299523209287145 1.05847681468424 1.0096159391705439 24.382652959540742 1.573778950090408 0.022847664960301994 0.0055075656373446682 0.0011469238735516592 0.0084851847204845399 0.015711996340996848 0.001958683133125306 0.0016582734133407939 1.545897843054546 1.0272071439594586 0.001399555929045837 0.001090827947152026 0.0020100502819815347 0.0010347486494726166 0.52524431973915842 0.53438177489540351 2.047124206826993
leaf_count=29 112 12 54 70 42 32 63 48 97 10 37 36 3059 47 48 14 107 9 13 5 4 43 29 82 172 81 161 40 45 32
internal_value=-2.06538e-07 -0.00105472 0.000241555 3.83319e-05 1.20588e-05 0.000332399 -0.000904398 0.000756214 0.0017744 0.00560801 -0.000113247 -0.00173322 5.96358e-06 0.00182768 0.0386371 -0.00574927 0.016997 0.0423707 0.071276 0.00283685 0.0270054 -0.000106982 2.80252e-05 0.00931088 0.0198257 -0.000891322 0.0203809 0.000336344 7.27568e-06 0.000775554
internal_weight=44.0817 1.55422 1.02944 42.5275 41.9739 11.8021 3.0121 8.79005 3.6652 1.13885 30.1717 2.06809 28.1036 1.64069 0.066914 0.0283543 0.0228468 0.0187842 0.0385597 0.0102991 0.00834038 26.4629 5.12485 0.00668211 0.00553518 0.00413563 0.0030448 2.45725 24.917 3.07433
internal_count=4633 178 66 4455 4385 393 135 258 155 107 3992 73 3919 772 725 664 650 621 61 612 607 3147 103 603 496 414 242 103 3104 61
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=9 10 16 5 9 3 16 9 5 3 9 0 5 5 6 4 17 5 5 19 5 15 7 16 13 17 13 8 0 3
split_gain=0.000163212 0.00245908 0.00553192 0.00178846 0.00104127 0.000677168 0.00704658 0.00805708 0.00570752 0.00559245 0.0027514 0.000605182 0.000442031 0.00438755 0.00768628 0.00181251 0.000745874 0.00069236 0.00140746 0.000859669 0.000772853 0.000602726 0.000493875 0.000888257 0.000618513 0.00064617 0.000511347 0.000443022 0.000505618 0.000476356
threshold=186.70853236170004 61.546871980350012 22.794946695500006 26.429611911700004 185.62570708695003 93.862138708350017 22.834946602000002 199.66502090505003 23.286780469550006 94.227769014100019 201.65416293750005 85.769879735700016 20.315138807500002 20.093158056800004 11.945279099550001 208.25848595475003 177.73379099395004 14.361338546400001 13.252098438300001 13.351077205700003 15.332427622700001 23.457191196800004 22.812602664350003 14.274966618900002 92.146902421150017 191.86029796145002 81.543623554650011 2.2482454915000001 112.02536183765001 69.085308578100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 11 7 8 -7 10 -9 -2 13 14 15 16 -3 18 19 21 -19 22 -17 24 25 26 -24 28 29 -27
right_child=5 4 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16 17 -18 20 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10021844063307975 0.0033627234930541164 -0.0031395957448640942 0.10011831860806174 0.009899588263577442 0.0045404504754355699 -0.025397040265414689 3.3338702908447076e-05 0.022817624331639631 -0.10025785813862403 0.075048418839069639 -0.10007219334241607 -5.8396608617501829e-05 -0.00023118619050078949 -0.098942161342289378 0.090644732224947872 0.040254722847071059 -0.10015612336251084 0.097070183199929452 -0.10004136207476209 0.078011966681263756 0.00089690577822173752 -0.07499200299862939 -0.0027742740846633785 -0.087525867043669991 0.067659908403469929 0.069259863036107636 -0.10001090375010124 0.069924311317606389 -0.059131817968455791 -0.024684358016080467
leaf_weight=0.0020768457680266439 0.52412504589483333 0.0010987573770904193 0.00768661817710381 0.0050887352806478414 0.54335187763466652 0.021722650235461521 0.57063078853457228 0.0034275351598651574 0.019174032417727499 0.0090563908288041617 0.0038891579243980345 38.414256508855843 3.9167409318548962 0.0033204142118847804 0.010896136342066098 0.0025132096514104427 0.0028426526406154506 0.0014654787372734282 0.001487048742887965 0.0013539814463001685 0.0019440026950245937 0.0011457586054848265 0.0010256558265422377 0.0012661844072088257 0.0012362893616710835 0.0011031741080387292 0.0011441048478584293 0.001033971111311871 0.0011353308808583762 0.0010568169488855972
leaf_count=94 13 19 9 315 63 36 89 4 78 41 36 2314 442 8 38 57 51 8 16 12 52 120 145 89 43 23 121 25 170 102
internal_value=9.97945e-08 0.000569925 0.0411932 -0.0220166 0.000435763 -6.48812e-05 -0.00332272 -0.0367621 -0.0604948 0.0225174 -0.0425039 -1.23471e-05 -0.000128323 0.0107403 0.0215316 -0.0114218 -0.0731106 0.00143532 -0.00753826 0.00227707 0.0422345 -0.00582243 0.00106019 -0.00988284 0.0028264 -0.00950662 -0.0540467 0.012816 -0.00510279 0.0232959
internal_weight=44.0783 4.51201 0.0148522 0.00716558 4.49716 39.5663 0.627901 0.0572698 0.0408967 0.0163731 0.00731669 38.9384 3.95381 0.037069 0.0337486 0.0228524 0.00394141 0.018911 0.0155015 0.0140145 0.00340948 0.0126605 0.0115147 0.00900153 0.00773534 0.00649905 0.00216976 0.00432929 0.00329532 0.00215999
internal_count=4633 2022 418 409 1604 2611 284 195 114 81 40 2327 1541 1099 1091 1053 70 983 923 907 60 895 775 718 629 586 266 320 295 125
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=0 17 5 6 13 13 18 8 5 9 2 18 5 10 9 9 7 9 12 17 5 8 6 6 2 5 17 5 5 2
split_gain=0.000167708 0.000979601 0.000639756 0.00056501 0.00308231 0.0260466 0.0127875 0.00390056 0.00472831 0.00375542 0.00236131 0.000773169 0.000400357 0.000357268 0.000295739 0.000677903 0.000624219 0.000539322 0.000234213 0.00064041 0.000305391 0.00183821 0.000682524 0.0100053 0.00618207 0.00814033 0.000832478 0.00730141 0.00763102 0.0114396
threshold=97.491557184450016 162.04221493815001 16.546942136250003 12.255286342800002 104.30679854515002 104.04332964835001 15.534793034950003 7.943800736700001 15.188638235750002 211.36251378275003 156.97960885415003 16.553048136000005 16.316541761950003 75.499969677400017 214.18224820805003 217.47560379410001 25.688358367700005 210.61272793875003 82.846568806150017 183.32030055335002 20.743195000100005 8.543332867800002 16.345381907250005 16.100376182700003 224.74008820395002 22.217208590350001 193.70011821090003 20.971847224900007 21.324133279950001 133.24279810655003
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 10 -10 -9 -8 -5 14 17 16 -16 18 19 -4 21 -20 23 26 25 -25 27 -22 -29 -30
right_child=1 3 13 4 -6 -7 7 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0034773951380112963 -0.078157948948824579 7.8496721847429515e-05 0.00095913004427364409 -0.077771903075024795 -0.00090699965120643331 0.064499636864307777 -0.10026815131260228 -0.10008313009288004 0.066062281763037564 -0.010823990080985233 -0.0063935159675672718 -0.038191399325367574 -0.10065383235370184 0.0026380653132191457 0.00496231276878281 -0.0018914788316509688 0.00074788718716101285 -0.0031892057859910874 1.863493710129207e-05 -0.0039936393160167087 1.7857010275584496e-05 0.0043868714249037056 -2.9581184376185357e-05 -0.021769558692352434 0.013334429993975931 -0.09852822987555801 0.0012026071140817129 -0.10089803443342578 0.05409348904831586 -0.0624033010873443
leaf_weight=0.54695643826948881 0.0016223284314927913 5.061139043725011 0.52597221699396246 0.011357534324815677 1.5177964955763625 0.027979834034113082 0.0047982132000186084 0.0054340060946742597 0.011994962114840746 0.01350549577499649 0.0053274984736617625 0.0034483289348372637 0.02340178128503112 0.51866403634448843 0.53915996247034947 0.54288409663747206 1.0094495784178434 0.54745042872943983 9.3547844341387627 0.5183752600405569 0.50054953986558115 1.0739403398723073 20.538523480558922 0.032784723138320371 0.017873854347472351 0.023879414911819552 1.0428810898478758 0.014616651451781607 0.014247638555037731 0.02064021810591099
leaf_count=206 172 1337 50 28 52 35 37 25 10 31 21 19 35 15 54 135 9 119 567 25 11 66 1127 23 24 45 117 19 101 118
internal_value=-3.86531e-08 -0.000461247 8.24699e-05 -0.000442395 -0.00206469 -0.0184486 -0.0477276 -0.0122333 0.001884 0.0253419 -0.053702 -0.0743105 -0.0931772 3.20616e-05 -5.15521e-06 0.00114922 0.00221517 -7.56959e-05 -2.50861e-05 -0.00149924 2.20885e-05 0.000468472 -0.000187549 -0.00213326 -0.0379426 -0.0541172 -0.00045764 -0.0036054 -0.0402409 -0.0148279
internal_weight=44.0714 6.68781 37.3836 6.68618 1.62504 0.107248 0.0792678 0.0445085 0.036262 0.0255005 0.0107615 0.00824654 0.0347593 36.8367 36.318 2.09149 1.54861 34.2265 33.6791 1.04435 32.6347 10.4287 22.206 1.66747 0.074538 0.0566641 1.59294 0.550054 0.0495045 0.0348879
internal_count=4633 1802 2831 1630 293 241 206 143 87 41 46 56 63 2625 2610 198 63 2412 2293 75 2218 633 1585 458 92 68 366 249 238 219
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=17 16 15 0 2 10 0 4 2 10 2 4 16 16 7 16 18 9 16 16 7 18 19 6 8 6 17 5 13 6
split_gain=0.00112853 0.000167772 0.000659108 0.000276869 0.00817494 0.000291259 0.00188918 0.00127115 0.00156855 0.00141639 0.00115269 0.00184745 0.00161101 0.000817519 0.000274794 0.00048134 0.00098696 0.000369256 0.000279432 0.000624141 0.000776212 0.00158602 0.00377691 0.000644598 0.000509344 0.00074021 0.0005501 0.000669363 0.00225746 0.000431326
threshold=158.19986339130003 22.704946905950003 42.80317728375001 85.619326080400015 90.05676182820001 61.993156030000002 85.431134011250023 327.2007166575001 121.84632764400003 61.907125369850007 129.01927736685002 239.38000160390004 19.304954856600002 19.304954856600002 22.276766275150006 22.664946999500003 13.531614672700002 182.80199813410005 22.624947093000003 22.594947163200004 23.567644028800004 13.023955459300002 14.551174033150001 16.565387047600002 8.2435668022500028 16.515385879350003 190.19286262750003 23.967536448650005 117.51519334005 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 7 8 9 -6 -10 -12 -13 -9 17 18 -17 -5 19 23 21 -21 -23 -16 29 26 -26 28 -28 -20
right_child=1 2 -4 14 5 -7 -8 13 10 -11 11 12 -14 -15 15 16 -18 -19 24 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.07887920076229421 -0.10011692227423696 -0.0015178931372462649 0.0027484271941879673 -0.00030753646693671837 -0.023932199122343442 -0.0011644433979459195 -0.10007042258843001 -0.0018813439567174778 -0.10024068675696328 0.09970799170763199 0.068997280279521997 0.029715656623400172 -0.10008073448037709 0.098104156864884828 5.3599449826369002e-06 -0.0035228585610413152 0.0017759353037752881 0.0034588209245072299 0.00043871942089016144 0.00076944243474075854 0.00028705366271167021 -0.010562095494568926 -0.00053714466261121604 0.0034863287496916581 -0.00061707598233889764 -0.0023372537925331911 7.3604309608983032e-05 -0.00043466668489552853 0.0079467650626207417 0.003342155291310614
leaf_weight=0.0018137560109384712 0.0084093190761430625 0.6041981702041983 0.90379283234142349 0.51434975183748466 0.0014396054440906723 0.50424243744868613 0.0013810345466583321 0.0011353808929616032 0.0014917255403519292 0.0025997788226579388 0.002289202227273579 0.0016798056040189246 0.0022200564181513727 0.0029231486877367985 26.450282006100004 1.0546310386218909 0.52725415029999556 0.52702928873986821 1.0071166018606157 1.0212692125069218 2.039823502461104 0.59873591940449689 1.0093733617236464 0.54289097574827749 2.03683594107315 1.0400117407289142 1.0315682860909876 1.0123903566291117 0.56291700192377891 1.0400499264860625
leaf_count=250 86 108 56 235 80 141 20 54 19 62 101 65 30 22 2795 39 38 25 12 19 69 49 15 55 25 34 30 22 30 47
internal_value=-7.47928e-07 2.49957e-06 0.00103906 -3.42399e-05 -0.00230596 -0.000728441 0.0120836 0.0218999 0.00519741 0.0556436 -0.0213326 -0.0023137 -0.0441729 0.070133 -5.59441e-06 -4.63641e-05 -0.00175673 0.00159857 2.23178e-05 -0.000109287 -0.0011768 -0.00231244 -0.00426966 7.53697e-05 0.000561312 7.41751e-05 0.000614242 0.00157631 0.00285314 0.00191379
internal_weight=44.0561 44.0543 1.50799 42.5463 0.529811 0.521402 0.0171597 0.0157787 0.0117202 0.00403938 0.00768079 0.00618906 0.00389986 0.00405853 42.0165 40.9752 1.58189 1.04138 39.3933 31.6624 4.6692 2.62938 1.60811 26.9932 7.73089 5.68372 4.64371 2.60688 1.59449 2.04717
internal_count=4633 4383 164 4219 680 594 453 433 357 142 215 196 95 76 3539 3279 77 260 3202 3002 152 83 64 2850 200 141 107 82 60 59
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=17 18 13 19 4 0 15 18 6 10 13 19 9 8 6 5 13 10 14 12 17 9 18 9 7 16 16 5 5 9
split_gain=0.000978004 0.000158431 0.00310915 0.00470508 0.00539682 0.000625113 0.00246837 0.00114614 0.000618963 0.00023996 0.00183229 0.0208178 0.0210396 0.00219333 0.00382812 0.00124302 0.00124129 0.000437766 0.000227081 0.00160782 0.000795029 0.0101309 0.00537171 0.00635453 0.0106317 0.00519906 0.0104802 0.000659586 0.0217395 0.0186362
threshold=158.19986339130003 16.622853636350005 100.66662623655002 12.250988447150002 274.52314445175006 103.09430392830002 19.198394745150004 17.267778657600005 11.135260173550002 75.629015667650023 104.19926021995002 12.350996516100002 209.24553857890001 8.0437227585500022 13.665319288000001 14.608687763150002 99.865465713650011 75.085947125300024 287.24487179220006 227.12825541940001 199.05253715360001 206.78020849415003 13.845746551550002 205.22231928645002 24.103872582350004 22.544947280100004 22.634947069650003 22.958759589950002 23.605484525250002 194.45262321395003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 5 -4 -5 6 7 -3 -6 10 11 -2 13 14 16 -11 -13 18 27 -20 -21 22 -22 24 -24 -26 -27 -12 29 -29
right_child=1 2 3 4 8 -7 -8 -9 -10 15 17 12 -14 -15 -16 -17 -18 -19 19 20 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.075700779557901374 -0.00076191562234826271 -0.042597383805828025 0.092518323008814268 -0.076292877670421699 0.092340824167095478 0.00064972508437696416 -0.10004786360951556 0.043170907740782527 0.030096163354690481 -5.8714604963350208e-05 2.3827448554016718e-05 0.017428499165486725 -0.069451857964293859 0.10030723595683877 0.097098468769911572 -0.0051568352300113722 -0.10005627676748903 -0.0016857239022686457 -0.0058086346966724697 -0.0004822566725873244 0.079847756346659776 -0.0012683570998927019 -0.10023273057182236 0.086729328598052269 0.069973517437119201 -0.10011566756182377 0.072922450995624319 0.0027195080428111217 -0.00046772507306262973 0.088965774190565131
leaf_weight=0.0017065963262571362 0.51164522333699147 0.0025710028046014299 0.0093013898440403864 0.0053942252015986014 0.00302210934694358 0.5107461831238691 0.0030132397746456263 0.0039546145521853759 0.0033891929553959699 3.5379705398457011 30.026487014268909 0.0020773949801267105 0.010027161260950379 0.038728501502191648 0.0058108904951504909 0.55300784773197609 0.0015858255603227178 1.526376370031129 0.52659988018980541 4.1220169365303576 0.022144182936783885 0.5394790710272841 0.0081714601294503586 0.011101223150944861 0.014937279538571602 0.0071023221437371831 0.006901111381012015 0.048500016229128806 1.937021855120624 0.051826245432948781
leaf_count=250 190 32 7 26 24 760 33 25 20 551 1096 42 14 10 34 143 30 31 57 368 17 151 19 22 21 40 10 43 544 23
internal_value=-6.65435e-07 2.2673e-06 0.00170238 0.0393271 -0.00258143 0.000176024 -0.0251877 0.00937939 0.0594366 -1.88874e-05 5.67682e-05 0.00568594 0.0623411 0.0897568 0.0466284 -0.000747865 -0.0334312 -2.58067e-05 4.20793e-05 -0.000567016 1.63152e-05 0.00338627 0.0390764 0.0203504 0.000494675 0.0289352 -0.0148398 0.000141971 0.00188317 0.0472724
internal_weight=44.0526 44.0509 0.541392 0.0211069 0.0118055 0.520285 0.00953886 0.00652562 0.0064113 43.5095 39.4185 0.569875 0.0582298 0.0482026 0.00947411 4.09098 0.00366322 38.8487 37.3223 5.25845 4.73185 0.609837 0.0703576 0.0482134 0.0371122 0.0289407 0.0140034 32.0638 2.03735 0.100326
internal_count=4633 4383 927 77 70 850 90 57 44 3456 2762 320 130 116 106 694 72 2442 2411 705 648 280 129 112 90 71 50 1706 610 66
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=17 0 10 8 6 16 19 0 15 8 5 12 8 9 2 12 2 19 16 0 0 0 17 5 15 2 17 16 12 19
split_gain=0.000842954 0.000147599 0.000530057 0.000642472 0.000482813 0.00158073 0.00116491 0.000474651 0.000346623 0.000816628 0.0218332 0.0137948 0.00571785 0.00101888 0.000643183 0.000634751 0.00641021 0.00130116 0.000485199 0.00617935 0.00786721 0.0124517 0.00708561 0.000484874 0.000426746 0.000412745 0.000384708 0.000382186 0.00102821 0.000591958
threshold=158.19986339130003 97.491557184450016 75.424692849750016 8.4434108459500017 12.255286342800002 15.404963976500001 12.651020723000002 96.978061681550017 28.579157549250002 8.2435668022500028 16.904667913650005 91.208648993800026 5.1459841250500009 200.15236065845002 45.979371440700014 94.177001085000015 72.043920985000014 14.451165964200003 18.764956119400004 95.746747857800017 94.047642319350018 93.671258181050021 181.31611693365002 16.612197276950003 31.264641197600003 63.108627198800008 189.5403704096 13.534968349350001 247.65401887280004 11.650940033400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 23 -12 27 -11 -10 -16 17 -17 19 20 21 -18 -22 -2 -20 -15 -27 28 -13 -29
right_child=1 4 3 -5 5 6 -8 -9 14 13 11 12 -14 25 15 16 18 -19 24 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.072273014743956379 0.001615637613547645 5.0773464018510637e-05 0.0047474193354151914 -0.00023826593039421703 -0.0062798246920943409 0.0036296876643007459 -0.0029817078516825796 -0.0029805894567484564 0.041290100622572087 -0.0040911603194461873 -0.067747207636224174 -0.1000115284168375 0.093711718469689217 0.0032718604385749504 -0.0034010937446906468 0.080610577684257154 -0.085235510121592487 0.029964683102580138 0.0027384096501950825 -2.0125323625769766e-05 0.057022730256045574 0.094316156431173345 -0.10014980332170863 -0.0021559053225273105 -2.5570880304026652e-05 0.0017566797851059444 -0.0021069398886251452 0.080184373755641095 0.034305187235179189 0.0037992900577689783
leaf_weight=0.0016137294949548622 1.0183392843992893 5.0605337375886732 0.52924453138343952 0.50518113674661436 0.55155805468944752 0.53151572882234155 0.53451571571008571 0.52070044278661853 0.0037640154587269539 0.53359653429810228 0.0072703939515265234 0.001081548367557938 0.044529998338475707 0.51998103720779898 0.55532810297881852 0.010509139508942833 0.0070053469480332317 0.0098061495227739215 0.56904027863614359 0.50484260938458192 0.0033436864323448381 0.0086086827673170774 0.020174350178585598 0.51238343200566294 30.441092394524468 0.51313513285192269 0.51775210861342202 0.0012496439412964548 0.0012048067134982649 0.0053928861543735152
leaf_count=250 46 1378 129 9 153 39 101 27 17 22 34 102 28 18 85 9 33 32 128 28 6 23 185 14 1183 47 37 13 33 424
internal_value=4.1821e-07 3.06632e-06 8.04594e-05 0.00231257 -0.000429953 -0.00193388 0.000314687 1.69047e-05 6.04909e-05 0.000980361 0.00268617 0.0614907 0.0790671 -0.000321993 -4.47377e-05 -4.95801e-05 9.36607e-06 0.0561639 -2.67876e-05 -0.00298749 -0.0412694 0.013759 -0.0778037 0.000353178 2.51485e-05 0.000974839 -0.000183782 0.00603153 -0.0292326 0.0181694
internal_weight=44.0443 44.0427 37.3646 1.03443 6.67812 1.61759 1.06603 36.3301 35.8094 3.67592 1.59145 0.0607293 0.0534589 2.08446 32.1335 32.1298 31.5744 0.0203153 31.5541 0.543975 0.0391321 0.015614 0.023518 1.53072 31.0101 1.55087 1.03089 0.00892889 0.00228636 0.00664253
internal_count=4633 4383 2712 138 1671 293 140 2574 2547 818 694 634 600 124 1729 1712 1627 41 1586 275 247 56 191 60 1311 102 84 572 135 437
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=8 8 8 8 8 8 5 16 13 6 0 10 19 5 15 18 12 17 4 18 2 3 7 18 6 12 18 0 17 17
split_gain=0.000163834 0.000788004 0.00443052 0.000540386 0.000597602 0.000243274 0.000552866 0.000250993 0.000332202 0.000694099 0.00294734 0.000626197 0.0012369 0.00831197 0.0368837 0.00420115 0.00061637 0.00090231 0.000856232 0.000356819 0.000333174 0.0122952 0.00254518 0.00342885 0.00267178 0.00226473 0.00700324 0.00370018 0.00295062 0.00770357
threshold=8.8430989333000021 8.9430209551500024 9.3427090425500019 10.242007239150002 9.7423971299500014 8.7431769115000026 21.990725385850002 22.764946765650006 117.60660091645001 16.515385879350003 85.769879735700016 62.041548276350007 14.351157895250003 23.967536448650005 42.076928760450009 13.360173059150002 198.57093999515004 185.54770736950005 286.34948838025008 13.581061237400002 210.71970372160004 93.077108934250006 23.736034462250004 14.170404054850001 16.415383542800004 309.87588727100007 14.365787915650001 93.501885318850015 198.90226058785004 208.35751021765003
decision_type=2 2 2 2 2 2 2 2 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 11 16 -11 12 13 14 -1 -14 17 -10 -18 -20 -13 22 23 -22 25 28 -27 -28 -24 -30
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 20 15 -15 -16 -17 18 -19 19 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.095455628362941691 -0.00049518472477373102 -0.048999346329116775 0.01519781361859014 0.03191278240654858 -0.017532518487957515 0.002741845360916359 -0.00024755764849241464 0.0020240136505677736 0.00087845626958203693 0.00017216902837539533 -0.0084469412884195638 -6.733302623339515e-05 0.0098988955954258852 0.00033294898282690386 0.061782609093270151 0.00051411088187739069 0.0046795977358881809 -0.0033102681906395587 -0.0021053531828877977 0.00109745122669137 -0.093256369056689187 -0.094511990495044884 -0.00085298106326805491 0.018737040202727023 0.042829500134061393 -0.097653878284636689 0.058803633520676857 -0.038902398838233251 0.062320909897438909 -0.050262228752307951
leaf_weight=0.039820896458542587 0.51671233152126017 0.020978139905086124 0.01424169064466696 0.0084235145863971184 0.0091704597066639693 1.0423684053239406 1.5219575053537253 0.58276043868681782 1.0146347660775057 1.376606530161762 0.55737546238015045 28.940478842070029 0.5875112933076142 1.5134448231629667 0.023855199804529548 2.53592428261436 0.52696089879646058 1.0428356838237958 0.52533606325577498 1.0295564699596296 0.0066546968629250802 0.014163674945700255 0.5107117475434757 0.0046398582867821503 0.014659944523373269 0.0094625350618002813 0.0080050863489304902 0.0075142898777404996 0.021998938028502835 0.0083979368179498692
leaf_count=46 24 69 41 37 33 34 38 36 11 126 46 2302 81 423 8 51 16 39 29 33 61 52 206 98 29 29 43 392 101 99
internal_value=6.82267e-07 -0.00168439 -0.0133192 0.0101923 0.00237745 2.27606e-05 0.0009676 -3.64736e-05 -6.62542e-05 -0.000747867 -0.00231187 5.46211e-05 0.00112669 -0.00115615 -0.0365489 0.00227937 -1.71329e-05 -0.00124461 0.00119597 1.53516e-05 -0.000115933 -0.00243612 -0.000233359 -0.0472489 0.000681009 -0.000410503 -0.0298476 0.0114956 0.000948548 0.0312169
internal_weight=44.0372 0.569526 0.0528138 0.0318357 0.0234122 43.4676 2.56433 40.9033 40.3205 6.07331 1.93398 34.2472 4.70056 1.57712 0.0636761 3.12344 4.13932 2.05747 2.08185 1.55489 29.5467 0.606209 0.592045 0.0112946 0.58075 0.566091 0.0249819 0.0155194 0.541109 0.0303969
internal_count=4633 204 180 111 74 4429 72 4357 4321 300 172 4021 609 477 54 132 128 50 78 62 3412 1110 1058 159 899 870 464 435 406 200
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=6 5 8 15 10 2 10 2 16 2 18 9 4 17 2 9 10 17 17 19 5 6 5 0 6 8 2 12 4 17
split_gain=0.000161044 0.00070854 0.000423572 0.00108002 0.0011246 0.0132263 0.0181037 0.0114871 0.000755921 0.000750321 0.00110376 0.000727379 0.00202786 0.000657678 0.000569791 0.000746884 0.000392875 0.000923771 0.000553284 0.00225212 0.000773675 0.000538067 0.000523906 0.000296151 0.000603422 0.000254683 0.000245616 0.000231073 0.00608198 0.0150189
threshold=16.485385178400005 20.201591378100002 8.4434108459500017 41.831907381600011 61.971648364950006 216.39684782960003 61.885617704800005 113.96113505555 19.314954833200002 153.89888490650003 13.258241318650002 199.17419511990002 185.92218515570002 192.92322630085002 195.72231170465002 201.11092673680002 62.041548276350007 196.70927211395002 192.44445991605002 14.351157895250003 22.627560662300002 16.455384477450004 23.058899572400005 86.208098410950015 16.555386813950005 8.3434888241000014 165.32923687280001 148.96091148645004 228.67830428740004 197.78839148195001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 4 5 6 7 -3 -9 10 -6 12 -4 25 23 -16 17 18 19 20 -1 27 -22 24 -13 -5 -20 -18 29 -29
right_child=1 2 11 13 9 -7 -8 8 -10 -11 -12 14 -14 -15 15 -17 21 -19 26 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0014082972469595333 0.0032889551025016431 0.096325276861329912 -0.00038563950168067309 -0.00059739120111409528 -0.00030811600206804451 -0.00013162048184114914 -0.10046506746485284 -0.012729613179240724 -0.10020668238518603 -0.0034223277522982469 0.0048282918273406623 2.5337459613798899e-05 -0.0072218675202699346 0.0052916882155331618 0.00031536084629335223 -0.0050559312667852055 0.00029969677654602617 0.0047976379794485054 0.0002738569673803412 0.0068805423287895007 -0.0001898031019875691 -0.0032194052759354028 0.0043085914891791404 -0.00057307462428521035 0.0039403400704920953 0.0025304694773658366 -0.0019270237427661072 0.0052108767421405978 -0.00012730478668712504 -0.08996935208519001
leaf_weight=1.5377655046915801 0.53102414755971139 0.0099740498484972573 1.3718025031157597 0.51697318628463029 2.0230811153882979 0.50061298958588241 0.03079117455013991 0.001265779546196665 0.0044988335683555647 0.5174458181568119 0.52743661611145132 1.5057528904144422 0.63466565439055234 0.53489846354713666 0.50380540743935831 0.53250245897891091 13.491936740143908 0.54287101180735486 1.0138206414412709 0.58668724645131209 0.50279361913527498 0.52286650936366541 0.53374479183499346 2.5131579235348909 0.53306729856355506 0.52435359915125446 1.0144369035523366 0.045656213482884733 10.888567486706753 0.026030564480606699
leaf_count=28 33 89 31 27 94 72 49 145 63 39 10 11 61 30 3 61 1211 79 12 80 5 24 63 41 99 30 36 37 2052 18
internal_value=1.60175e-07 -0.00029027 -0.00043892 0.000257245 -0.000695165 -0.00487167 -0.0558697 0.0313767 -0.0809987 4.96763e-05 0.000754072 -0.000914778 -0.00254801 0.00244162 -0.00032837 -0.00244466 0.000126114 0.00087274 0.000462138 0.00128926 1.50043e-05 -4.52467e-05 0.00212656 0.000153426 0.00104895 0.000977624 -0.000826918 2.2627e-05 -0.000318443 -0.0293505
internal_weight=44.0243 13.3171 12.7861 5.19133 3.61511 0.547143 0.0465298 0.0157387 0.00576461 3.06796 2.55052 7.59475 2.00647 1.57623 5.58829 1.03631 30.7072 5.73212 5.18925 3.16099 2.5743 24.9751 1.03654 4.55198 2.03882 1.04133 2.02826 24.4522 10.9603 0.0716868
internal_count=4633 988 955 648 561 418 346 297 208 143 104 307 92 87 215 64 3645 303 224 176 96 3342 68 151 110 57 48 3318 2107 55
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=17 15 5 16 16 6 5 17 17 6 7 16 17 16 0 6 3 0 15 19 14 10 17 15 0 2 13 18 6 18
split_gain=0.000748077 0.000272922 0.000456635 0.000226968 0.000525275 0.000610476 0.00110465 0.00333639 0.000712843 0.000493644 0.00870457 0.0114735 0.00448555 0.00176843 0.000616063 0.000421604 0.00172581 0.000571162 0.00182981 0.00529059 0.0359715 0.000397432 0.000362565 0.000340164 0.000418782 0.00157373 0.000356059 0.000309472 0.000286947 0.000250776
threshold=158.19986339130003 46.674706678850008 25.361845021250002 22.624947093000003 22.594947163200004 16.475384944750001 20.971847224900007 195.44378352670003 192.80507188075003 16.565387047600002 24.176603375500004 21.374950016100005 179.33099108465004 18.714956236300004 71.249517373150013 16.545386580300001 93.82450029455002 85.990333302400003 37.050691080100002 14.251149826300002 287.53969172315004 61.993156030000002 187.32964365115004 44.024213102900006 86.393602021950016 102.91212950120001 117.54207792135001 12.933745112000002 16.535386346650004 13.956123578150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 9 8 -7 -8 -6 21 11 12 13 -11 -15 17 -17 22 -19 -20 -21 -2 -5 24 25 -23 28 -18 29 -26
right_child=1 2 -4 15 5 6 7 -9 -10 10 -12 -13 -14 14 -16 16 27 18 19 20 -22 23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.069505310463564215 0.0027182198101081598 -0.0037209262861578637 -8.3802888806452707e-05 -0.0017707428255097528 0.0031245092174995866 3.4025281071991989e-05 -0.0099872308206235307 0.0011611130432217761 -0.00091668627606371767 -0.07602834267730324 -0.00075848751492628192 0.072703239947560436 -0.10017178486456867 0.00020661691377305949 0.093047411264969168 -0.0056278258189247556 -4.9290959106516711e-05 0.00015221901131317917 -0.00028498798529512435 0.066204979185302021 0.001084993033097402 0.00063912016711965033 0.00044372446163101038 0.0024741865055155667 0.00057963064611317959 -0.0060329352684222208 0.0026088590459416501 0.0026737305930312873 -0.0024055710708457793 -0.00019310816708960094
leaf_weight=0.001548451819551099 0.53347803392494952 0.51882417575872719 1.0314003608883788 1.0385397467271089 0.55706174015358501 1.0073914357417382 0.55296884837662197 0.52172280914965086 2.0166536208997812 0.0011789216783121646 0.50155898844059266 0.034935014809889253 0.0062490962834049393 0.0010110369135676311 0.0024388569698210461 0.55630006131468634 1.934945765087605 3.5195224050257821 1.024336089070857 0.10059991857269768 0.54099840944945754 1.0168787666793848 2.5663579537194892 0.52664085030715213 5.6783714776103684 0.54191376534944247 0.516715075551473 0.53215376769230704 0.50392075619310972 16.127844232652937
leaf_count=250 120 87 106 34 39 10 33 13 56 284 6 38 36 81 32 35 77 49 21 35 59 30 59 30 372 72 18 52 8 2491
internal_value=-2.34288e-07 2.21102e-06 -0.00130106 4.97909e-05 -9.37463e-05 -0.00107192 -0.00234504 -0.00457512 -4.19993e-05 8.14615e-05 0.00305274 0.044778 -0.0449053 0.0297067 0.0658392 0.000422176 -0.000596448 0.000772526 0.00144462 0.004175 0.0112955 1.75453e-05 -0.000194244 -4.02876e-05 -9.4591e-05 -0.00168042 1.37014e-05 0.000538065 -4.64039e-05 8.11419e-06
internal_weight=44.0145 44.0129 1.55022 42.4627 30.6489 4.6558 2.08208 1.07469 2.57372 25.9931 0.547372 0.0458129 0.0108779 0.00462882 0.00344989 11.8138 3.0234 8.79035 5.18546 1.66593 0.641598 25.4458 3.6049 24.9123 24.3856 1.55879 22.8269 2.4671 22.3101 21.8062
internal_count=4633 4383 193 4190 3769 151 56 46 95 3618 477 471 433 397 113 421 164 257 164 115 94 3141 93 3021 2991 102 2889 129 2871 2863
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=15 13 7 18 7 17 3 9 9 2 19 5 10 13 16 7 10 10 13 13 6 18 16 5 15 2 13 6 13 0
split_gain=0.000220206 0.000453721 0.000437427 0.000198652 0.00062043 0.00121767 0.000409185 0.0069188 0.0139628 0.00689069 0.000390084 0.0018851 0.00081238 0.00229489 0.000928829 0.000795151 0.00235903 0.00054984 0.000479497 0.000414884 0.000478462 0.00210377 0.000806865 0.000418041 0.000428988 0.000364854 0.0102601 0.00423681 0.00767219 0.00252858
threshold=46.674706678850008 117.61735474900001 23.623818563000004 13.055593598800002 22.626138143200006 183.58889821140002 93.733092718100025 198.91155909545003 186.70853236170004 111.53582144370002 14.451165964200003 22.825270530250005 61.982402197500001 117.53132408880002 22.574947209950004 23.109894804950002 62.068432857650002 62.095317438950012 117.22752832010001 117.67650082785001 16.465384711100004 13.360173059150002 22.594947163200004 23.499898996300001 40.856592954650004 111.53582144370002 117.67112391160002 16.585387514950003 118.06363879865002 84.226704768850013
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -6 10 8 -8 -10 15 12 -12 14 -14 16 -5 -18 -16 20 21 -17 -22 24 -23 -1 -27 -28 -29 -30
right_child=1 2 -4 6 5 -7 7 -9 9 -11 11 -13 13 -15 18 19 17 -19 -20 -21 22 23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.00014553509893898019 -0.0035643074844904582 -0.0020149894658183089 0.00211185184090816 -0.007497409986040645 -0.00076827976766311208 0.0060303472170405471 0.089850720151032626 0.00079145611702443686 -0.016793308249529425 -0.093984929397760097 -0.003591582333417857 0.0063252417017709995 -0.0041465820306989046 0.0065900250754520624 0.0030383531894989722 0.0062853719535177349 0.0026692141488719491 -0.0013033122238722222 -0.00046547470187841992 0.0019849143000795983 -4.5904838393648939e-05 -3.0531902486142583e-05 -0.0028451152264606541 -0.0028580940558450359 0.0028284309115391578 -0.00092781570196229842 0.094775969047280528 -0.065564732972527684 0.0021637100565695677 0.10014561720089486
leaf_weight=4.9927116785564198 0.52406679072743401 0.51292878708763445 0.51445081544170534 0.57026771006294907 0.50628546823737941 0.54923661385515743 0.0074912558979848267 0.53084975805792878 0.02204389963299036 0.024325895349647908 0.51919968273432404 0.55531507434352523 0.56413994860577155 0.54325469721834441 0.52617055238215482 0.54064601508435828 0.52027363149682049 1.0548145260729209 1.5155487264437397 1.0249187794397574 3.0315516233840745 21.70212485683523 1.5594553569098932 0.5096252469211312 0.53784839148314745 0.51803813271165167 0.015315790090891568 0.0063414939540251672 0.0038151514155172492 0.0085059488192200661
leaf_count=346 114 53 26 55 12 30 121 74 16 37 24 39 81 36 33 16 8 346 41 13 52 2558 23 18 57 315 11 14 62 2
internal_value=2.81148e-07 -0.0011699 5.14881e-05 4.30383e-05 0.000547212 0.00276936 -4.97583e-05 -0.00267349 -0.0368237 -0.0572885 -6.26812e-06 0.000895393 7.34134e-05 0.000677667 -0.000554907 -0.000128912 -0.00198641 8.86876e-06 0.000437495 8.94782e-06 -6.3689e-05 0.000120233 -0.00099673 -2.62817e-05 3.86089e-05 0.000124194 0.00256375 0.0557966 0.0238075 0.0698061
internal_weight=44.0116 1.55145 1.02738 42.4601 6.60025 1.05552 35.8599 0.584711 0.0538611 0.0463698 35.2752 4.22363 3.66831 3.14911 2.60586 31.0515 2.14536 1.57509 2.04172 28.9062 27.8813 23.2902 4.59101 22.7496 22.24 5.54473 0.552017 0.0339784 0.0186626 0.0123211
internal_count=4633 193 79 4440 792 42 3648 248 174 53 3400 254 215 191 155 3146 409 354 74 2737 2724 2649 75 2633 2615 750 404 89 78 64
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=7 17 17 19 5 5 6 15 18 2 16 16 18 9 7 5 3 6 16 7 16 14 15 7 9 4 17 17 9 3
split_gain=0.000188935 0.000820945 0.0125719 0.00744301 0.00278854 0.00188542 0.0021015 0.0015498 0.000898951 0.0163513 0.00863507 0.00194265 0.00105104 0.000593273 0.000583031 0.00127663 0.00175579 0.000371378 0.00186348 0.00076889 0.00079315 0.000330111 0.000309093 0.000652842 0.000228512 0.00413799 0.00172893 0.00489246 0.00165774 0.000747709
threshold=22.812602664350003 188.13858192940003 190.19286262750003 14.351157895250003 21.043187000650004 21.990725385850002 16.555386813950005 37.491361913600009 13.055593598800002 145.83272221200002 20.719951547750004 18.594956516900002 12.98549864095 194.45262321395003 23.109894804950002 21.950234501100002 93.668569722950011 16.525386113000007 22.594947163200004 23.156313609200001 22.674946976100003 144.12207640715005 35.133229767950006 22.276766275150006 196.40176798710004 156.40313730310001 179.88087463185005 173.77968723070003 197.47612518640003 85.302088021000017
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -6 -7 -3 12 10 11 -10 13 22 15 -2 -17 19 -19 -16 21 -21 -1 -24 -23 -26 27 29 -28 -27
right_child=14 2 -4 4 5 6 -8 -9 9 -11 -12 -13 -14 -15 17 16 -18 18 -20 20 -22 24 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00082197185866969341 0.0026257499155193198 -0.078793471852719746 -0.00058781058822488484 0.021064390555999235 0.10008202530875727 0.01985889261475271 0.088475816196372459 0.0051078432070442714 -0.061784454544921735 0.00048229119526929334 -0.096296411806166937 0.095956097844902263 0.0047184893472459119 0.0030344426876162921 0.0038644259064100303 -0.0075239892455942516 -0.00092980726190314039 0.00027530776072510007 -0.0062439619112185599 -0.027706708948404674 0.0038573089570155443 -0.00050543822999138573 0.00017062105739060879 -0.0029641138905760183 0.062101800305747246 0.010364326586525969 0.0054769968747922478 -0.10010946372646889 -3.0895435950545232e-06 0.10002635362521539
leaf_weight=1.5290879883518593 0.58127587803954428 0.0042756281583883338 0.55750588105362708 0.011328528635203838 0.018660869420273229 0.0088089508958937301 0.009047856002325716 0.0045386384554149117 0.0010320872739426603 0.51338112841764649 0.026240667029924225 0.0032059158624946349 0.53789033144513787 0.59455698532704548 0.53778568591939802 0.54935080940731551 1.52384376098362 2.0357739518531157 0.55881211550877186 0.0043042986944915587 0.53812286277752619 7.1841228689592098 1.8855143437052677 1.0258105133430921 0.010772565659862177 0.0025130482023024703 0.56547110100211995 0.005842223002552327 23.174466583160584 0.0014765263185836375
leaf_count=550 69 35 166 23 11 37 11 8 129 170 13 13 45 101 29 45 59 46 65 5 54 1293 49 34 7 121 44 37 1362 2
internal_value=4.3766e-07 0.000488048 0.00397332 0.0488522 0.0644084 0.0778546 0.0546264 -0.035591 0.000138099 -0.00374255 -0.0749056 0.0575413 0.000516815 6.79459e-05 -8.76145e-05 -0.0015159 -0.00267712 2.19001e-05 -0.00112879 0.000115126 5.109e-05 -1.50904e-05 -0.000329258 -0.000933908 -1.12386e-05 0.000138185 0.000110079 -0.0418158 0.000127443 0.0435479
internal_weight=44.0048 6.73089 0.614166 0.0566605 0.0478462 0.0365177 0.0178568 0.00881427 6.11672 0.54386 0.0304787 0.004238 5.57286 5.03497 37.2739 2.65447 2.07319 34.6195 2.59459 32.0249 31.4871 30.949 4.44041 2.91132 30.9447 23.7605 23.7498 0.0098318 23.7399 0.00398957
internal_count=4633 1395 291 125 82 59 48 43 1104 325 155 142 779 734 3238 173 104 3065 111 2954 2925 2871 633 83 2866 1573 1566 160 1406 123
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=8 8 5 16 6 13 13 5 9 16 2 13 16 7 6 3 15 6 8 5 17 17 7 6 17 8 16 19 9 7
split_gain=0.000176538 0.000182677 0.000435617 0.0002599 0.000296959 0.000480434 0.00098377 0.00188539 0.000548152 0.00105965 0.00212154 0.000540804 0.00102922 0.0149224 0.000474978 0.00201248 0.00188074 0.0109904 0.0111581 0.0104336 0.00723543 0.00238602 0.00270759 0.00082498 0.000809286 0.00209165 0.00284473 0.000636062 0.000396517 0.000379321
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 16.465384711100004 117.61735474900001 117.69263157665002 20.201591378100002 194.82237869650001 22.594947163200004 223.32247823975004 117.56896250265002 22.624947093000003 22.580797808900005 16.285380505300001 92.813640037450014 37.261389050600009 15.205355270700002 8.543332867800002 22.627560662300002 205.96542837505004 189.5403704096 24.068567769550004 16.375382608200002 191.20566072810004 8.3434888241000014 22.494947397000004 14.451165964200003 198.73585755510001 23.736034462250004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 11 -10 -11 12 13 -6 16 -16 -1 20 19 21 28 -19 -23 29 25 -25 -27 -26 -18 -17
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 -15 15 23 17 18 -20 -21 -22 22 -24 24 27 26 -28 -29 -30 -31
leaf_value=-6.1690427429361084e-05 -0.0017525400412605004 0.0024201235700185594 -0.00023569588791641613 0.0020701716641671783 -8.5345321123893498e-05 0.00053423223760665586 -0.00018971303550531371 -0.0078166998415679177 -9.1600741666339851e-05 -0.0078714852381636218 0.0010521241122038855 0.0018787597041128867 0.00072965909268871837 -0.071986481466291607 0.0063356150916325099 -0.0042646383407911144 -0.067461665947234656 0.019154164713215426 -0.039918695221880747 -0.025176715541403591 0.026728059592957668 0.097905142735292869 0.040291096668034418 1.1672718346185578e-05 -0.00086819806950037392 -0.00010189705275270463 0.010164220122962218 0.0028617461289598754 -0.1003000144223834 -0.00038797117058264092
leaf_weight=19.142332307711452 0.56705963213700172 1.0398186873862862 1.5209984416849236 0.58198280580108885 0.50443281501632808 0.50176674127578713 1.8873242282392788 0.5861973833813714 4.03869296929782 0.56093105188847381 0.50743422956656303 2.0566749855613047 2.0331042247704545 0.030616575420822301 0.60023601813372796 0.50857314624358518 0.0046352838539877031 0.013487079697370064 0.039751252521455172 0.025502279730226007 0.0064425826882938955 0.016347946308087558 0.01627989430562593 2.0386039299829548 3.0241133148973356 0.49966398626565933 0.58702299900074029 0.53861670271912965 0.017786967459092473 0.50108436500909193
leaf_count=2856 204 34 38 36 386 2 124 97 65 28 22 40 29 28 70 40 13 17 33 37 37 14 28 49 92 2 63 59 80 10
internal_value=4.85159e-07 2.33739e-05 0.000842698 -2.79635e-05 -5.82725e-05 -0.000458253 -0.00157031 -0.00396527 -0.000118269 -0.00083246 -0.0036331 0.00067039 -0.000297318 -0.00419967 0.000126011 0.000758618 -0.00014622 -0.0116848 0.00256747 0.0261495 -0.0666742 0.0545337 0.0691582 0.000323744 0.00072598 0.00190047 0.00544381 -0.000304302 -0.0935114 -0.00234068
internal_weight=43.9975 43.4305 2.56082 40.8696 40.2877 12.7072 2.97529 1.08796 9.73189 5.10706 1.06837 4.62483 2.56815 0.535049 27.5805 8.29791 19.2826 0.140233 0.111368 0.0716172 0.0288648 0.0461149 0.0326278 7.69768 6.68802 3.12529 1.08669 3.56273 0.0224223 1.00966
internal_count=4633 4429 72 4357 4321 821 223 99 598 115 50 483 443 414 3500 385 3115 259 129 96 130 59 42 315 265 114 65 151 93 50
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=15 5 19 0 18 19 5 4 7 9 0 18 17 15 3 16 3 7 17 3 7 7 9 7 7 15 19 18 18 4
split_gain=0.0001997 0.00054842 0.000242944 0.000181212 0.000550179 0.00183691 0.00247058 0.00170919 0.000785665 0.0120508 0.00867452 0.000751471 0.00134997 0.000512292 0.0011729 0.000372322 0.000350676 0.000755372 0.00133166 0.000342193 0.000296556 0.000954099 0.00032717 0.000257696 0.00124719 0.000284284 0.000275951 0.00111924 0.000214713 0.00021061
threshold=46.674706678850008 25.361845021250002 14.651182102100002 85.990333302400003 13.304953393500002 14.351157895250003 22.665750084250003 141.79569928155004 23.109894804950002 190.64005357525002 88.350799540950007 13.063922652800002 188.27285108100003 41.54912092575001 93.017962855400015 22.644947046300004 93.776108048150022 23.050081659550006 192.92322630085002 92.813640037450014 22.958251375150002 22.532843451200005 186.16747084260001 23.445318439400001 23.365573965200003 36.776646943950006 14.451165964200003 13.845746551550002 12.899561312100003 161.08698257945002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 16 5 11 -7 -6 9 -9 -11 28 -13 15 19 23 17 18 -1 -15 21 22 -18 24 25 -10 29 -28 -5 -25
right_child=1 -3 -4 4 7 6 -8 8 13 10 -12 12 -14 14 -16 -17 20 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0067726182783962004 -0.0037695253384387598 0.00021724876667781413 0.0021254598809066069 -0.0001530078432385731 0.063817103993182717 0.0092243531589602298 -0.00034130537721276837 0.00045874599067604509 0.0011661798858698591 -0.10039960373968909 -0.010836971701613241 -0.0056384310348201417 0.001412467409851151 0.0015109679476729204 0.0054021038085955951 -0.0026532588958702607 0.00031341976611950031 5.5942574376566153e-05 0.00030948272795692697 -0.0021018831978172501 -0.0014283408738228445 0.0042865726786879893 -0.0023410999701751439 -0.0009280901219378085 0.0051212044451294436 -0.00099282835927975207 0.0015777061364854097 -0.0049531668072060938 0.0017238705341957067 3.2452454727454232e-05
leaf_weight=0.56047647843753023 0.51801831687088817 1.0332947641120469 0.55192865107574007 1.0147088585887045 0.0041896688635557613 0.57403157725639153 0.50979072586778784 0.52071106544744239 1.0264441436972225 0.021080281105696486 0.022205485004441528 0.55167950704168311 0.53475125977274729 0.54131578569524907 0.56811361294239748 0.55466655563941358 2.3984475805662751 1.5187519728060577 0.50447904209431726 0.50836811284534633 1.0099617648037744 0.56370493789290765 0.57576172355819011 2.5671460003399167 0.55420982388170248 1.5027895595849257 0.51786622847430297 0.5319653710341754 1.526397796685387 20.600117111856473
leaf_count=48 87 106 70 33 6 67 13 299 80 20 24 43 18 85 24 50 684 13 6 4 82 49 93 119 85 9 8 63 30 2315
internal_value=3.80659e-07 -0.00111402 4.11194e-05 1.3653e-05 0.000107878 0.0011126 0.00472501 -4.96915e-05 -5.85999e-05 -0.00375573 -0.0544542 3.32914e-05 -0.00216791 1.21485e-05 0.00174211 -8.83259e-05 -0.000445512 -0.00137585 -0.00341776 -0.000238757 8.30273e-05 0.000514475 -0.000200455 -3.6214e-05 0.000824801 -0.000116634 -0.000145843 -0.00173158 0.0009744 -7.39845e-05
internal_weight=43.9874 1.55131 42.4361 41.8841 34.7525 4.71136 1.08382 30.0412 30.037 0.563997 0.0432858 3.62754 1.08643 29.473 1.6178 27.8552 7.13158 2.58371 1.06496 1.04968 4.54788 3.53791 2.97421 27.3005 3.08344 2.52923 24.2171 1.04983 2.54111 23.1673
internal_count=4633 193 4440 4370 3395 204 80 3191 3185 343 44 124 61 2842 113 2729 975 67 54 89 908 826 777 2679 174 89 2505 71 63 2434
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=6 5 2 17 7 15 16 9 6 18 7 15 8 5 2 6 6 16 16 16 16 10 15 10 17 2 0 0 2 4
split_gain=0.000198044 0.000486694 0.000714435 0.00219858 0.00157412 0.000491594 0.00106518 0.00123337 0.018924 0.00137054 0.000789791 0.00121835 0.00248822 0.000725901 0.00155445 0.000423855 0.000335213 0.00167792 0.0135013 0.0124465 0.0124376 0.00909849 0.00718116 0.0141362 0.0104997 0.00690471 0.00651387 0.0215523 0.0127835 0.00506113
threshold=16.465384711100004 20.315138807500002 68.96170560420002 188.85216786605002 20.965117707800005 41.54912092575001 22.664946999500003 190.36745536595001 16.555386813950005 13.141419083100002 23.393539929150005 36.080675573650005 8.7431769115000026 23.714185006400005 106.26660184425002 16.565387047600002 14.745344522600002 20.834951278800002 20.394952307700002 19.224955043700003 19.134955254150004 66.235542959850008 29.326787846200002 71.053259929650025 196.21449749970003 65.896304893200011 93.671258181050021 93.308316333500017 90.828344481500011 258.0058769042501
decision_type=2 2 2 2 2 2 2 2 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 15 3 4 -3 6 7 8 9 -4 11 -9 -13 14 -7 -2 -1 18 19 20 22 -20 23 29 -24 -21 27 28 -27 -18
right_child=1 2 5 -5 -6 13 -8 10 -10 -11 -12 12 -14 -15 -16 -17 17 -19 21 25 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013403310338465461 -0.00025946892762173317 0.026372565016954959 0.092775123482602029 0.074994414607492871 -0.067790325884966571 -0.0013461983508006854 -0.0052510464159303957 -0.00017199646411175727 -0.0011182216744932802 0.054691426814879457 -0.00034481924608679076 -0.0096162414804148669 5.8982232422753182e-05 -0.00036202373612650193 0.0060208408005170124 0.0037770799263314534 0.084925486955326202 0.00023997691371672065 -0.0030730121380950328 0.0013292518653339417 0.094791113898735735 0.073259356133358836 -0.08917001162606597 -0.10017814021394836 0.048494991705988644 -0.10058824630967984 -0.061913994491520963 0.054887046928496976 -0.0072729474962229231 -0.018488937129659863
leaf_weight=17.401968294560131 0.51534702332173832 0.0044797755886073487 0.017159037147632117 0.0049713053085724823 0.0029407220863504335 0.54927002266049274 0.54248900048946769 1.0082064448943309 0.52231759836412706 0.021032226137904786 5.0276150223517106 0.55967367769335374 0.50623290860175985 3.9460582792491437 0.598483663648949 0.52528449278649703 0.025620452604936592 11.432777183405806 0.023738793006486958 0.51384086554753594 0.025781216756513459 0.045632177982042776 0.013426357543437462 0.0061306782117753747 0.0094324098394906741 0.025204513149219565 0.034334190351273719 0.032382948137083645 0.035159749675813146 0.0058046417930900608
leaf_count=2650 16 32 45 10 16 5 70 47 439 12 64 31 11 180 52 26 75 546 23 10 11 39 22 18 51 21 25 15 33 38
internal_value=2.4885e-07 -0.000304656 -0.000467482 0.0235326 -0.0109439 -0.000489846 -0.000968907 -0.00066573 0.00385034 0.0718021 -0.00102216 -0.00266403 -0.00502117 0.000281789 0.00249526 0.00177808 0.000147926 0.000549148 0.00498698 0.000965514 0.0366419 0.0471384 0.0118274 0.038725 -0.0323641 -0.00383249 -0.0247035 -0.0109285 -0.0462358 0.0658234
internal_weight=43.9828 14.3516 13.3109 0.0123918 0.0074205 13.2985 8.20473 7.66224 0.560509 0.0381913 7.10173 2.07411 1.06591 5.09381 1.14775 1.04063 29.6312 12.2293 0.796489 0.727118 0.0861958 0.069371 0.0604145 0.0375558 0.0228588 0.640922 0.127081 0.0927472 0.0603643 0.0314251
internal_count=4633 1056 1014 58 48 956 719 649 496 57 153 89 42 237 57 42 3577 927 381 319 215 62 204 131 73 104 94 69 54 113
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=6 5 10 3 9 6 6 0 16 3 5 8 15 10 2 10 2 7 16 14 19 9 17 5 2 18 18 7 18 9
split_gain=0.000179521 0.000480108 0.000387751 0.000852542 0.00275039 0.000614071 0.000574586 0.00120344 0.000635152 0.000380891 0.000759478 0.000348972 0.000887633 0.000744812 0.0136005 0.0137288 0.00963775 0.000706602 0.000664039 0.000622834 0.0012287 0.000611428 0.000871748 0.00107643 0.00049077 0.000786919 0.000331389 0.000268056 0.000223502 0.000782989
threshold=16.485385178400005 20.201591378100002 62.041548276350007 93.181958801350021 206.22988073345002 16.455384477450004 16.455384477450004 86.162394622750014 22.644947046300004 93.499196860750018 25.546339592900001 8.4434108459500017 41.831907381600011 61.971648364950006 216.39684782960003 61.885617704800005 113.96113505555 23.131311951800004 19.314954833200002 279.85995519795006 14.251149826300002 198.14098854835004 182.37451917730002 20.971847224900007 153.89888490650003 13.258241318650002 13.063922652800002 23.032419884600003 13.304953393500002 190.64005357525002
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 8 -8 9 -5 -11 12 13 14 15 16 -3 27 -18 21 -21 22 -13 -24 25 26 -15 -14 29 -4
right_child=1 11 5 6 -6 -7 7 -9 -10 10 -12 19 17 24 -16 -17 18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0082473090133654576 0.0026493542541182434 0.094727635058393198 -0.00015496659091752821 -0.00022501841951684355 -0.00035190290601593807 -0.003433496207504961 0.0053814881659025419 -0.0013319690963314594 0.0025703865277026503 -0.0053808554500115822 6.0944832404549157e-05 0.00042703988219860116 0.0022311704803956792 0.00036848994603765338 0.00040722504651663862 -0.10040963552040137 -0.015608608030483943 0.0051171670130523619 -0.10018198929107702 0.00037364872342261426 -0.0064516034805944065 0.00014122715538527998 -0.00035130623092259486 -0.0065953166524399271 -0.0028591940338484629 0.003972553239777684 -0.0025747959472630102 -0.0009947626648353382 -5.7066150499422839e-05 0.004184603652416961
leaf_weight=0.59160082191529806 0.52774975409363811 0.007809976472134772 1.5344632444449349 1.5064994224958363 1.0017516371481177 0.521076477285077 0.54866417545366608 0.52014785994833801 0.52972255778042399 0.52507127626322703 0.50134134807229058 0.86096788893883047 0.52643180173023985 1.5070620573093068 0.50240777878089216 0.027223773737783841 0.0012067853085736546 0.54036839832133399 0.0040241990211953294 0.51614688249706808 0.53940252612368766 4.5558697637335781 0.49884283542633034 0.61830781258004208 0.51836272631376745 0.52334296903601707 0.51266643679589474 0.50436700764325337 22.327699910785682 0.57031053680954391
leaf_count=70 33 89 205 15 19 24 70 8 37 52 32 15 48 22 72 49 145 29 63 13 73 155 2 49 39 10 72 10 3050 63
internal_value=6.3109e-07 -0.000306332 0.000133635 0.000875878 0.00284093 -3.66496e-05 0.000118029 0.00211432 -0.000578645 -0.00123722 -0.00272286 -0.000428533 0.00020465 -0.000660044 -0.00407447 -0.0599954 0.0243718 0.00218818 -0.080671 -0.000860297 -0.00311416 -0.00049619 -0.00196425 -0.00380717 -5.47998e-05 0.000516829 -0.000378602 0.00065273 3.57957e-05 0.00102089
internal_weight=43.9709 13.2926 30.6783 5.7248 1.59335 24.9536 4.13145 1.06881 3.06263 2.53291 1.02641 12.7648 5.17527 3.60411 0.542673 0.0402647 0.013041 1.57117 0.00523098 7.58954 1.05555 6.53399 1.97812 1.11715 3.06143 2.54307 2.01973 1.0308 24.4325 2.10477
internal_count=4633 988 3645 303 89 3342 214 78 136 99 84 955 648 561 418 346 297 87 208 307 86 221 66 51 143 104 94 58 3318 268
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=16 15 6 13 5 18 13 17 12 6 3 7 9 12 16 18 16 8 0 2 13 16 18 5 5 3 16 18 7 6
split_gain=0.000262658 0.000283969 0.000628663 0.000632765 0.000403644 0.0152293 0.0114581 0.00972255 0.00067992 0.0156918 0.00345524 0.00519011 0.00217058 0.00222431 0.000374461 0.000745363 0.000347686 0.000610159 0.000350057 0.0010204 0.00322327 0.000719937 0.000516252 0.000365712 0.00106266 0.00163049 0.000836563 0.000501777 0.000365119 0.000323299
threshold=22.764946765650006 44.483611103700007 16.405383309150004 117.60660091645001 22.958759589950002 13.391483899700001 117.56896250265002 196.70927211395002 209.45123619680001 16.565387047600002 93.794927255050013 22.773029501100002 183.62474066035003 149.55860771285003 22.674946976100003 13.023955459300002 22.644947046300004 8.3434888241000014 86.345209775600011 103.92649527695001 117.63886241405002 22.614947116400003 13.317304170000002 21.252944829650001 20.911722254300006 92.813640037450014 22.604947139800004 13.900697602550002 24.414825394400005 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 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 14 8 7 -7 9 10 -6 12 13 -12 16 -16 18 -18 19 21 -21 22 -1 24 -20 -26 27 -25 -29 -10
right_child=-2 2 3 -5 5 6 -8 -9 29 -11 11 -13 -14 -15 15 -17 17 -19 23 20 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.0046057894868854424 0.0020678716420621146 -0.0040158921551671917 0.00022480494380475527 -0.003452515986967942 0.099431485834964528 0.083881908162625349 0.094324036084369497 -0.036101616156099685 -7.6997973947433778e-05 -0.00073385201397209497 -0.10012222942334195 -0.057289588142846515 0.094902798290497456 0.06515029167724827 4.8196493465478926e-05 -0.0045486840872760032 0.00025557385747306623 0.0040861049464015059 7.480047443003782e-05 -0.0088754621411175957 -4.8359381381114177e-06 -0.0020375881842446607 0.00016843894603713028 0.0006984743418756538 -0.0071318957050961421 -0.00029137464018609598 0.0033261871001887414 -0.0036014806525502745 0.00015861054160863449 -0.0036518532796168375
leaf_weight=0.54581549033487298 0.60602883088767967 0.53488791709450367 3.039796794224277 0.55306396193241614 0.017451622546103329 0.010501657093106499 0.030309379420941696 0.01892304731872526 0.50084226850034352 0.86471430678168537 0.0013249268689415903 0.0044084645342081777 0.0089747134188655764 0.002112996570200365 1.024456269267829 0.53795013402850589 1.5339592360769523 0.57049283190281119 21.718523236220708 0.56268605854181553 1.505892133907764 0.53318215239414701 0.50455964207645787 4.5947321990848993 0.53048935376304029 1.0154325251642147 1.0493847524048758 0.52181531122538138 0.51128507565902659 0.51118480542520217
leaf_count=46 120 101 115 88 11 40 17 23 26 402 34 5 9 30 21 49 33 40 2780 132 9 45 14 104 55 66 25 39 55 99
internal_value=4.24839e-07 -2.84718e-05 -0.000817432 -0.00034126 5.4539e-05 0.00144928 0.0511709 0.00672042 -0.000104915 0.0018964 0.0682588 0.0359176 0.069021 0.00145661 -1.92298e-05 -0.00153455 4.70912e-05 0.00129399 -3.10194e-05 -0.000955301 -0.00241779 0.000955124 0.00247426 8.17199e-05 -0.000105513 -0.00263873 0.000734069 0.000250734 -0.0017406 -0.00188269
internal_weight=43.9652 43.3592 4.12775 3.59286 39.2314 1.97075 0.0597341 0.0294247 1.91101 0.898987 0.0342727 0.0168211 0.0124126 0.00343792 37.2607 1.56241 35.6982 2.10445 33.5938 3.65214 2.06858 1.58356 1.05038 29.9417 23.2644 1.54592 6.67722 5.62783 1.0331 1.01203
internal_count=4633 4513 304 203 4209 696 80 63 616 491 89 78 73 64 3513 70 3443 73 3370 246 141 105 60 3124 2901 121 223 198 94 125
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=16 15 14 18 18 19 5 18 13 17 12 6 0 2 14 16 10 16 5 17 9 0 2 5 10 7 5 6 0 12
split_gain=0.000212959 0.000230299 0.000617323 0.00100413 0.000564144 0.000363335 0.000334366 0.0132591 0.0105982 0.00837164 0.000555119 0.00993756 0.00406921 0.00414781 0.00598854 0.000303002 0.000814818 0.00029916 0.000604581 0.00121075 0.00208044 0.000373113 0.00346671 0.000352495 0.000570149 0.000326166 0.000261226 0.000260898 0.000254856 0.000241837
threshold=22.764946765650006 44.483611103700007 309.54214150395006 13.328768336950002 13.278511569200001 14.451165964200003 22.958759589950002 13.391483899700001 117.56896250265002 196.70927211395002 209.45123619680001 16.575387281250006 85.990333302400003 125.02712973155002 231.05614023745002 22.674946976100003 61.998532946250002 22.624947093000003 21.556055031700001 188.13858192940003 205.22231928645002 86.345209775600011 103.92649527695001 20.608876568850004 61.950140699950005 23.393539929150005 23.636018850950002 16.445384243750002 85.931187223550012 217.54417277160005
decision_type=2 2 2 2 2 2 2 2 2 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 28 15 10 9 26 11 12 13 -8 -15 17 -17 21 23 -20 -21 22 25 -19 -25 -1 -9 -12 -4 -23
right_child=-2 2 5 -5 -6 -7 7 8 -10 -11 27 -13 -14 14 -16 16 -18 18 19 20 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0034150543727724499 0.0018641486109748342 -0.0028299095574738889 0.00027098750623169598 -0.0058362534349764095 0.0018449582942084838 0.0025450388669841202 0.093890657960969917 0.097313022930957879 0.093159861831473456 -0.032914975521831299 -6.9295515037902754e-05 -0.00036804072399708752 0.099084456612062305 -0.070298479929898336 0.057924426921461519 -0.0045274258679472547 0.00027565484106809734 0.0012441030417885501 -0.00042143371340331594 0.0084691781540812347 -0.00032304387856178584 5.1311518074982895e-05 -0.0079937133188287875 0.00076682704850335192 -0.001961521005015952 -9.3678890568061766e-05 0.064660457833106172 -0.0032788476438712711 -0.0022863287413554065 -0.0014631115833968391
leaf_weight=0.56392437046127264 0.60508543620494393 0.51453484066610922 1.5085159030730251 0.53083856546354713 0.51802678821584891 0.53227923924646958 0.0065549232617607691 0.0049613535763133494 0.027751008536142763 0.01869242965006913 0.50086766059976295 0.86244185882984048 0.012860426934821589 0.0068207589182720527 0.0078166849725758158 0.53893975543178285 1.0248426201505934 1.5251968568272776 1.0203729139539066 0.57871381772565633 0.50308219734870363 26.289014854002428 0.55316284826991546 1.5107616786845031 1.553554889767838 0.49969109892845154 0.0048405063733354126 0.51233937402692542 0.52542994313154157 1.0985156099228266
leaf_count=69 120 70 49 31 8 91 82 11 17 23 26 340 10 26 33 32 38 43 15 37 9 1999 122 10 42 2 29 99 55 1095
internal_value=1.07376e-06 -2.49281e-05 -0.000735249 -0.00230169 -0.000484571 0.000219059 4.98534e-05 0.0013209 0.0491741 0.00633575 -8.84965e-05 0.00172404 0.0547092 0.0277805 -0.00182491 -1.72109e-05 -0.00137967 4.24763e-05 0.000645183 0.00204964 0.00438041 -9.65762e-05 -0.00157276 1.88787e-06 -0.000616398 0.00176664 0.081188 -0.00169224 -0.000389645 -9.43209e-06
internal_weight=43.9604 43.3553 4.12963 1.5634 1.03256 2.56623 39.2257 1.96595 0.0562453 0.0284943 1.9097 0.896495 0.0340528 0.0211924 0.0146374 37.2598 1.56378 35.696 6.69168 2.10217 1.0818 29.0043 1.61678 4.58951 3.06432 1.06362 0.00980186 1.01321 2.03395 27.3875
internal_count=4633 4513 304 109 78 195 4209 696 80 63 616 491 151 141 59 3513 70 3443 156 61 46 3287 193 95 52 71 40 125 104 3094
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=16 0 2 15 18 12 16 16 7 8 19 15 18 5 5 3 17 16 3 2 10 4 9 10 7 18 7 17 7 4
split_gain=0.000172643 0.000196923 0.000669945 0.00422147 0.0525006 0.00141032 0.0130178 0.0067687 0.000591266 0.000571292 0.000683461 0.000499441 0.00147399 0.00202266 0.000772879 0.00221089 0.000469376 0.000478369 0.000664303 0.00106331 0.000357405 0.00117002 0.000695348 0.000989539 0.00154204 0.000677939 0.000544945 0.000390469 0.000327105 0.000274094
threshold=22.764946765650006 86.345209775600011 106.99702195580001 41.29990759910001 13.1052958007 174.98083315150004 22.674946976100003 22.664946999500003 19.506002767000002 8.6432548896500023 14.451165964200003 37.491361913600009 13.304953393500002 22.744024947450004 20.911722254300006 92.695347879750017 192.92322630085002 22.574947209950004 93.668569722950011 151.08605618930002 62.041548276350007 286.34948838025008 194.82237869650001 62.111448187750007 23.913271136350005 13.602243858600003 24.068567769550004 199.05253715360001 24.745523433100004 128.88186563570002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -4 10 -1 14 13 -13 29 -16 17 -5 19 -19 21 -14 -22 -24 -25 -23 -27 -26 -29 -3
right_child=-2 11 3 16 -6 -7 -8 -9 -10 -11 -12 12 20 -15 15 -17 -18 18 -20 -21 22 25 23 24 27 26 -28 28 -30 -31
leaf_value=-0.00040781459003410962 0.0016802276360142468 -0.022616631116656832 -0.0091066582898264858 0.0023647562688841692 -0.098647247481647035 0.001874177896172999 -0.10045121769384763 0.10009309128323254 -0.10018851317270905 0.0035770434652239317 0.0034006988100341116 0.0083630051704552729 0.0052589448292424583 -0.00035321477656563116 -0.0072910680832722055 -0.00033326774388106974 0.0025049927190675027 0.00022812106535549938 -0.00019705260660366362 -0.0061637470056389171 -0.0037232936021014346 -0.0030797951537755181 -0.0017487353344253173 0.0061967405876577654 -0.0022761973125593779 0.0036487274289431614 -0.00095121060960522748 0.0028556177995518305 -0.00066738335299356267 0.00010124322072452054
leaf_weight=3.3970827090876901 0.60423614195633391 0.0053121184319050432 0.0010558311363804669 0.51497048279179569 0.058949976407325133 0.5116211804892663 0.011160481401020661 0.0081553380005061626 0.002193205895891618 0.54410947783934416 0.54708071833010752 0.56563631837343542 0.5515041415637828 0.50297850615606876 0.55792697874397079 2.5169132591227026 0.56813967188297798 0.5045142543967811 3.5443120472392637 0.53756373782380251 0.51828034798381839 0.51247639785287891 1.5228292714527927 0.54150018326470251 0.50717810208683478 0.52009740250650771 0.51016747852190747 0.52904515636510019 0.52516574239491187 22.214290450075026
leaf_count=163 120 10 136 12 146 169 5 3 134 58 65 35 17 9 135 78 113 4 126 49 24 7 24 22 26 11 40 41 89 2762
internal_value=1.5554e-06 -2.18417e-05 -0.000392982 -0.00106126 -0.00908818 0.000795096 -0.0236713 0.0514666 -0.0705899 0.00053949 0.000120451 0.000100549 0.000828785 0.00426043 -0.000109818 -0.00159575 -0.000221495 -0.000525145 -0.00084963 -0.00306917 0.000240941 0.00130568 -0.000297146 0.000192607 0.00159845 -0.000107539 0.00137093 3.73159e-06 0.0011006 9.5812e-05
internal_weight=43.9564 43.3522 10.7509 6.26264 0.593136 0.534186 0.0225649 0.0114044 0.00324904 4.48827 3.94416 32.6013 7.30686 1.06861 25.2944 3.07484 5.6695 5.10136 4.58639 1.04208 6.23824 2.09425 4.144 3.62572 2.10289 1.54274 1.03026 1.56139 1.05421 22.2196
internal_count=4633 4513 1183 897 593 447 278 273 270 286 228 3330 345 44 2985 213 304 191 179 53 301 75 226 202 178 58 51 156 130 2772
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=8 8 19 2 16 6 6 3 5 14 9 18 16 17 3 19 5 15 9 19 19 9 6 2 14 7 17 0 2 4
split_gain=0.000230293 0.000230638 0.000374436 0.00122935 0.000305894 0.000271787 0.00036136 0.00163384 0.000943862 0.0106117 0.0172835 0.00895705 0.00823769 0.00725289 0.00463988 0.00334436 0.00678654 0.00692295 0.0030498 0.00285845 0.00333995 0.000861766 0.000543951 0.000656751 0.00251458 0.000608908 0.00102685 0.000330769 0.000264891 0.00180482
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 201.25557642380002 22.764946765650006 16.465384711100004 16.285380505300001 92.813640037450014 20.769304081650002 278.93283044720005 198.14098854835004 13.141419083100002 22.574947209950004 191.32023496460002 90.100985783850021 14.451165964200003 22.533652790000001 50.429073788800004 193.00469145105004 14.151141757350002 14.051133688400002 61.192192081150004 16.375382608200002 181.47666917450002 326.60313215985008 22.773029501100002 183.93802912725002 86.538778761000017 216.39684782960003 284.07887079910006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 11 14 13 -13 -10 16 19 18 21 20 -11 -18 -9 25 -25 26 -24 -27 29 -7
right_child=-2 2 3 -5 -6 28 7 22 9 15 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=5.236178003965797e-06 -0.0020053141971238925 -6.4419688828651041e-05 0.0056866619705136573 -0.0011451205001269317 0.0022442496438941774 -0.00034580395254898847 0.0057041202889752587 -0.0018871027584747705 0.06294866714052548 -0.086453721252714014 -0.092940240740363347 0.04406877071058006 0.089376450848466973 -0.066802616072671683 -0.094481333507674695 -0.0011681493166147364 -0.030964155840115734 0.09957105607735485 -0.06746992216686068 0.081203554904607247 0.098617100629718416 0.069351520300828348 -0.0010945349862547483 0.0077204054690383443 -0.00060917697812045584 -0.001031059145708177 0.0051445542836108891 0.0010570084868409052 0.00059390723108718874 -0.0062741929970348276
leaf_weight=18.624384702181199 0.56484201535866319 1.5061526387289625 0.54622280518015009 0.50869013260773954 0.58257701285765406 10.091489859352556 0.59703953376811103 1.0118103387313482 0.0022348088273251689 0.002403981706173129 0.033345827598168398 0.012193145469109656 0.013063253172731493 0.011432434334288644 0.011535202969872111 0.51598140383066493 0.0013052046931534269 0.004252660317661138 0.012527651129333961 0.018993523670360446 0.0016406232576997581 0.002490150505957623 0.50169367656430164 0.56603166680189443 1.0075613661764886 3.0320764799523658 0.55630075528915768 1.0117949123959986 2.0503807847621607 0.54105696497688605
leaf_count=2635 204 16 26 30 36 592 70 50 8 83 18 38 12 15 111 41 27 3 39 37 4 44 10 57 34 32 68 64 190 39
internal_value=8.55198e-07 2.69779e-05 0.000947515 0.0023923 -3.07804e-05 -6.37213e-05 0.000112616 0.000664923 -0.000124852 -0.00389049 -0.0370765 -0.000158852 0.0256527 -0.00958197 -0.0689312 0.00107943 0.0276698 -0.0140708 -0.0436781 0.0649489 -0.011383 0.0348534 0.000273549 0.000601043 0.00238703 5.01824e-05 0.00218602 -0.000508615 -0.000446792 -0.000647481
internal_weight=43.9435 43.3787 2.56107 1.05491 40.8176 40.235 27.5521 8.28431 19.2678 0.6434 0.0838047 0.0504588 0.0366888 0.0236256 0.01377 0.559595 0.0436138 0.0205757 0.016323 0.0230381 0.0040446 0.00379536 7.68727 6.67546 1.57359 5.10187 1.05799 4.04387 12.6829 10.6325
internal_count=4633 4429 72 56 4357 4321 3500 385 3115 480 202 184 65 53 119 278 237 113 110 124 87 71 315 265 91 174 78 96 821 631
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=8 19 9 15 9 15 5 8 12 9 17 5 9 15 12 18 16 16 19 5 2 17 15 10 17 17 7 16 19 15
split_gain=0.000186287 0.000222089 0.000485921 0.000896584 0.000828578 0.000341986 0.00057055 0.0016855 0.000264088 0.000217454 0.00200229 0.00368303 0.000744256 0.00338962 0.00568762 0.00307065 0.00187618 0.00196917 0.00146401 0.00099299 0.000830551 0.000531083 0.00118027 0.00038758 0.000386724 0.000383029 0.0220624 0.00348888 0.0304376 0.00437412
threshold=8.8430989333000021 14.451165964200003 201.16241229375001 46.723315192750007 199.39609444495002 44.732387748900003 21.438877744300004 8.543332867800002 118.69549532925002 199.17419511990002 179.88087463185005 13.252098438300001 200.84251237905002 20.538897842700003 189.11492007315005 17.370891598500005 14.224966735800002 14.184966829400002 11.950964240300001 13.477720021600001 156.97960885415003 194.75204781875001 23.949961253350004 71.397382570300024 204.45912381470004 196.70927211395002 23.781511574300001 20.034953149600003 13.751109481500002 23.949961253350004
decision_type=2 2 2 2 2 2 2 2 2 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 6 8 -8 -3 24 11 -11 21 14 16 -16 17 20 -18 -17 -14 22 -12 -13 25 -1 -27 28 29 -28
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 12 23 13 -15 15 19 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00032894221407124731 -0.0018026320456766228 0.00208930247939285 0.0051954124528338416 -0.00054698206848158618 -0.0036299084183379869 -0.0017881808908353687 0.0065196500611711065 -0.0011331068661424642 -0.00039976333155752826 0.096904723614906985 3.4028831642086766e-05 -0.048305066534996742 -0.10002684289302879 -0.00018575187275605618 -0.10006754382025129 -0.021606404199815493 0.10006314909388302 0.10002061997049826 0.044129316947795025 0.083400605256305479 0.015556950389645241 0.00022035201560062839 0.0047981463764324196 -0.10007716394800432 0.0023326453784457365 -0.08201084835561645 0.024972524380046001 -0.0005570781790692563 0.097767180653611785 -0.093253502483014186
leaf_weight=15.349023506189136 0.56548337810567417 0.54020113777369472 0.57931872589034561 0.51237548668177624 0.51424626594067024 0.51714093255158866 0.59287011626292929 0.55931301764212549 2.0209469854016788 0.0013941945718788373 1.0063819717500195 0.002196465378801804 0.0015718165892327765 16.922652115116001 0.0040964724358474305 0.0019764971320341829 0.0092351950006559491 0.0012121438048779964 0.0094859444034227636 0.0016542973653486115 0.0010284696703877216 2.021665550919721 1.0759995793140431 0.0042322061469306504 0.52519339134355369 0.033288284558476877 0.0039587331866295363 0.51406397174299556 0.026390984308818588 0.01493841188676015
leaf_count=2037 204 70 110 26 29 79 78 15 18 100 16 5 54 863 22 108 8 2 34 14 16 36 33 47 285 62 192 16 10 44
internal_value=6.70168e-07 2.41837e-05 0.000598042 0.00250028 0.000160363 0.0006211 0.000956631 0.00280471 0.000125234 -6.50549e-05 0.000147765 -0.0504347 0.000166557 -0.000125958 0.0333126 -0.0407207 0.0587003 -0.00524196 0.0717216 0.0262379 -0.0543109 0.00137487 0.00249572 -0.0823883 -0.000337299 -0.000425259 -0.00291982 0.00178707 0.0283954 -0.0684865
internal_weight=43.9335 43.3681 5.83641 1.09169 4.74472 4.23047 3.71333 1.15218 2.56115 37.5316 21.0648 0.00782287 21.057 16.9529 0.0302608 0.00772727 0.0225336 0.00381243 0.0187211 0.00363079 0.00260029 4.10405 2.08238 0.00642867 16.4669 15.9417 0.59264 0.559352 0.0452881 0.0188971
internal_count=4633 4429 425 136 289 260 181 93 88 4004 1358 152 1206 1121 258 144 114 72 42 122 70 85 49 52 2646 2361 324 262 246 236
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=15 7 19 5 18 13 19 4 6 16 16 16 2 5 7 0 10 13 19 9 8 6 13 5 16 17 5 2 15 7
split_gain=0.000169387 0.000639237 0.000475721 0.000172798 0.000144455 0.00268338 0.00397167 0.00473283 0.000571174 0.000463783 0.00136336 0.00144346 0.00131387 0.000857616 0.00143291 0.000327986 0.000221804 0.00127701 0.0189007 0.0188737 0.00200899 0.00333741 0.00115243 0.00111528 0.000381155 0.00187502 0.0257467 0.00265934 0.000697827 0.000471958
threshold=46.723315192750007 23.543468673550006 14.651182102100002 25.546339592900001 16.622853636350005 100.66662623655002 12.250988447150002 274.52314445175006 11.135260173550002 13.854967601050001 10.424975621900002 9.3849780538500021 285.01633004880006 13.153721664750002 26.545218975000001 102.11570516885001 75.629015667650023 104.19926021995002 12.350996516100002 209.24553857890001 8.0437227585500022 13.665319288000001 99.865465713650011 14.608687763150002 18.634956423400002 184.58362717140002 17.352342178450005 151.08605618930002 27.063546193350003 23.727132803250004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 9 -7 -8 -9 10 11 12 -6 14 -12 -13 17 18 -1 20 21 22 -20 -18 25 29 27 -27 -26 -19
right_child=1 3 -4 -5 5 6 7 8 -10 -11 13 15 -14 -15 -16 -17 23 24 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0011290532206977399 -0.0038654131045421643 -0.00088458728627893019 0.0029498559452590875 0.0017124876141970408 -0.10002555607224528 0.091534534411375643 -0.073391468565445414 0.091348335008526016 0.030080239069850936 0.00071808504131934923 0.042320683615945778 0.10001008630411093 0.024228179327346541 -0.10004085360382731 -0.10003144403708222 0.028472532370527145 -6.7866397388733956e-05 0.0027440442865704438 0.01775297578135198 -0.065625208065175231 0.10027514396822208 0.096533096569865612 -0.10005101844182084 -0.0048979347475711747 0.0036632804865533528 -0.10026130816226891 -0.0005793259511300894 -0.039236987342201324 3.0455844656707572e-05 -0.00056370041436245774
leaf_weight=0.5101613549370585 0.52456560263311658 0.50736459526034117 0.55380428643957103 0.51751681288826035 0.00150081706021854 0.0081080627423943952 0.0049425755478296196 0.0028058663474439527 0.0033243747348734587 0.50810742203972081 0.0016267760111787766 0.0014743360807187855 0.001965517301416142 0.0024521109055157808 0.0012508150154517672 0.0011337296094202642 3.5379486396774231 0.51988756656995372 0.0020515330341979044 0.009565280270180665 0.034794512386724818 0.0052889031334436686 0.001395127157385545 0.5527422953893647 0.53751666454360858 0.02900843919746865 0.54026198684355586 0.0094732353092581434 32.459506273398297 2.5331867463034996
leaf_count=202 106 43 70 29 285 7 26 24 20 136 43 6 178 53 150 106 566 470 42 14 10 34 30 148 133 45 225 35 1337 60
internal_value=6.40267e-07 -0.00102632 3.8191e-05 0.000426813 -3.65588e-07 0.00162661 0.0383577 -0.000581033 0.0581232 0.000270462 -0.0196733 0.0127139 -0.0295699 -0.0565859 -0.0195561 0.0689126 -2.15957e-05 5.52771e-05 0.00478058 0.0615627 0.0895109 0.0466359 -0.0299313 -0.000720515 -1.73858e-05 -0.000989718 -0.00620847 -0.0852386 8.9634e-05 -4.46734e-07
internal_weight=43.9247 1.54945 42.3753 1.02488 41.8215 0.538692 0.0191809 0.0110728 0.00613024 0.519512 0.0114041 0.0060744 0.00346633 0.0053297 0.00287759 0.00260807 41.2828 37.1921 0.563257 0.0530954 0.0435301 0.00873556 0.00344666 4.09069 36.6288 3.63182 0.578744 0.0384817 32.997 3.05307
internal_count=4633 178 4455 72 4385 1034 77 70 44 957 821 575 463 246 193 112 3351 2637 332 130 116 106 72 714 2305 835 305 80 1470 530
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=8 8 5 16 0 2 5 7 7 10 10 6 18 2 6 16 9 17 15 16 17 18 5 3 15 7 18 4 9 16
split_gain=0.000151403 0.00019999 0.000438665 0.000271432 0.00023167 0.00051761 0.00334122 0.00102024 0.01498 0.00302375 0.00677862 0.00318996 0.00122089 0.000836572 0.000700946 0.000586686 0.000572749 0.000520892 0.000390924 0.00256167 0.00065303 0.000575897 0.000431072 0.00219091 0.000376802 0.000370208 0.000548103 0.000368435 0.000351108 0.00025841
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 86.345209775600011 106.99702195580001 22.627560662300002 22.958251375150002 22.650953015950005 62.020040611300011 61.885617704800005 16.665389384150004 12.98549864095 166.72194812590001 16.565387047600002 19.154955207400004 191.96565807215003 187.63270803470002 37.882159664350006 22.614947116400003 162.04221493815001 13.781134552700001 20.911722254300006 92.695347879750017 38.567335632300008 23.393539929150005 13.328768336950002 259.68081077110008 185.00606802455005 18.634956423400002
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -7 8 9 10 11 12 14 -10 15 -8 17 28 20 21 -6 25 29 -24 -23 26 -20 -9 -1 -22
right_child=-2 2 -4 -5 18 6 7 27 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034737828703874067 -0.0016241964948547245 0.0024626919289285915 -0.00020298892808624585 0.0021122830573650224 -0.066041337586489432 -0.0084102968946186598 0.043156879102323617 0.0027500067027573195 -0.061991794627902011 0.00066761770186211629 -0.09370230129068681 -0.083489870134175706 0.098302611014624647 -0.10032179470223584 0.066816900575361757 -0.046375473623030711 0.002385765799745432 0.0024534201296836423 0.0013048880348245477 0.0069407177203843476 -0.00037321172761378165 -3.8081256069513416e-05 -0.0068453653697534761 -0.00011616346411557423 -0.0038267524843743385 0.0015767416542704117 -0.0019640801189855597 -9.5171349355234629e-05 -0.0032816853348760495 0.00035100835007444262
leaf_weight=1.8641016307056513 0.56604255654100555 1.0393083838134765 1.5204411996473934 0.58197210535581589 0.001501803008010393 0.56628348700636433 0.0012099692081729944 0.52113158613953237 0.010274906526319683 0.5076856820960769 0.010727810140382377 0.0023262411495195883 0.0031286908616792175 0.012772112139592728 0.001861014380502013 0.00185233385831296 1.0311581650094011 0.53871853054442898 1.0278465567389488 0.60967306813381572 7.8033122481481518 0.50633932712840113 0.56048258809300477 3.5379772364240125 0.54511437854532563 2.0370210983674042 1.0237994130147852 3.5940235547471731 0.52196618753805513 13.365591770669196
leaf_count=132 204 34 38 36 195 120 32 25 13 70 115 233 13 30 22 47 23 61 31 91 2095 21 119 86 123 20 19 126 19 440
internal_value=7.01642e-07 2.19189e-05 0.00087933 -3.18875e-05 -6.29224e-05 -0.000503936 -0.00115647 -0.0002763 -0.00431386 -0.000874213 -0.0379615 0.0196569 0.0494561 -0.0832334 0.018415 -0.0109997 0.000359289 -0.000355162 6.7727e-05 0.000811947 -0.000101616 8.5009e-05 -9.7697e-05 -0.00103641 -0.00200228 0.000621781 -0.000326372 0.000265134 -0.000989275 8.40453e-05
internal_weight=43.9156 43.3496 2.55975 40.7899 40.2079 9.18922 5.23328 4.66699 0.551839 0.528792 0.0211061 0.0103782 0.00805201 0.023047 0.00492332 0.0030623 3.95594 2.92479 31.0187 5.74979 25.2689 5.14012 25.2674 4.09846 1.05145 4.08867 2.05165 4.11516 2.38607 21.1689
internal_count=4633 4429 72 4357 4321 1081 846 726 575 532 462 347 114 43 101 79 235 212 3240 305 2935 214 2740 205 144 70 50 151 151 2535
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=15 8 19 16 16 18 18 18 6 6 0 12 16 7 9 16 4 12 0 6 12 17 15 5 10 2 15 19 10 15
split_gain=0.000204997 0.00047416 0.000378993 0.000164497 0.000450636 0.000917772 0.00050358 0.00543057 0.00659197 0.00702682 0.00185586 0.0109356 0.00904993 0.00368372 0.0027424 0.000705323 0.000822744 0.000703149 0.000651101 0.000411409 0.00146777 0.000669217 0.00255577 0.00208468 0.000366876 0.000502441 0.000341287 0.000328465 0.00172673 0.0122706
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 22.624947093000003 22.614947116400003 13.531614672700002 13.304953393500002 13.193283301750002 16.465384711100004 16.265380038000004 86.135510041400025 183.92105421625004 22.574947209950004 21.115414688150004 70.238863950400017 21.004950881300005 224.75522095420004 66.834523482800009 71.249517373150013 16.545386580300001 126.97170174405001 190.4716172434 37.050691080100002 23.967536448650005 62.084563606450011 130.18547167755003 39.203018015350004 14.251149826300002 69.999384342500022 30.247508226550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 10 9 -9 11 12 13 15 18 16 -1 -8 -13 21 -21 26 -23 -24 -12 -26 -5 28 29 -19
right_child=1 -3 -4 19 5 -7 17 8 -10 -11 24 14 -14 -15 -16 -17 -18 27 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.06103159021693727 0.00015107432553120606 -0.0035212348881171573 0.0026436140006125888 -0.0010699139563671589 -0.0036141717573140303 0.00060970767355886983 0.047868424259174036 0.0066319020837945566 -0.013806994664977597 0.095133021505495824 -0.0021814829823748319 -0.040913868071185307 0.076190041495738658 -0.10020138939073985 -0.098286353884233485 0.093031901909221337 0.064478360052328362 0.044153019303820693 0.053394304684292737 0.00038839804237124722 -0.0052413645914921089 -6.2548056076879602e-05 0.0095649004064871437 0.00090990605826888607 0.0032240428349291231 -0.0011718162293130748 0.000599547236117177 -0.00058556981402968283 -0.00013755959130572624 0.0012655475461679604
leaf_weight=0.0010813175740556971 1.0080067619811377 0.53992725051501067 0.55255032698323603 2.0403773274019823 1.0498976135548326 1.0085820044914724 0.0030532527415293434 0.015663010967246538 0.020211367492862564 0.020999448286602274 0.51032483519921346 0.0012573029103997166 0.026566051586996764 0.0048129057101967479 0.0078449850813594874 0.0013161463841697696 0.0010102409685535108 0.070906379109111906 0.0017524017451719942 2.4265290170014846 0.57233345594727314 2.5204561359132645 0.61850733922256018 0.50594358274429396 0.53601168692189538 0.50497209992596481 3.06242021336584 9.7106529409688793 15.437124225056778 1.1278373180851557
leaf_count=414 51 127 70 42 37 36 7 28 20 18 10 49 17 16 83 13 43 162 28 59 76 48 97 10 40 29 61 324 2493 125
internal_value=4.82203e-07 -0.00112985 4.17861e-05 7.3997e-06 -0.000116593 -0.00154462 -1.16208e-05 0.00168104 0.0320456 0.0573234 0.000599639 0.0204742 0.0478171 -0.0438741 -0.0671533 0.0356802 -0.000409193 -0.00011786 0.0139971 0.000324721 -0.000686043 0.000671229 0.00170613 0.00567061 1.49069e-05 0.00109165 -6.79946e-05 -0.000123422 0.000146343 0.00380237
internal_weight=43.9089 1.54793 42.361 41.8084 30.0619 2.05848 28.0034 1.65382 0.0568738 0.0366625 1.59695 0.0456414 0.0347867 0.00822061 0.0108547 0.0034077 0.00209156 26.3496 0.0030097 11.7466 2.99886 8.7477 3.64491 1.12445 1.55131 1.04098 5.1028 26.3465 16.6359 1.19874
internal_count=4633 178 4455 4385 3992 73 3919 808 66 46 742 663 503 486 160 470 457 3111 77 393 135 258 155 107 79 69 103 3104 2780 287
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=15 13 19 7 17 18 10 8 3 16 9 5 6 7 2 7 5 5 9 18 5 5 3 17 0 19 19 0 12 16
split_gain=0.00016602 0.000477922 0.000307466 0.000274236 0.000146764 0.00584985 0.00995921 0.0104391 0.00395585 0.00020792 0.000171487 0.000185108 0.000723675 0.0019463 0.0138864 0.0141373 0.00999508 0.00685905 0.00112985 0.00177757 0.00072086 0.00165106 0.00120407 0.000287732 0.000436753 0.000399457 0.00036375 0.00125886 0.000389517 0.000311061
threshold=46.723315192750007 117.61735474900001 14.651182102100002 23.623818563000004 205.96542837505004 15.502113896900001 67.031326566450005 8.543332867800002 89.883220675300024 18.874955862150003 219.46060697480002 20.743195000100005 14.745344522600002 23.822419043000004 69.881082014850008 24.385896469550001 18.678742451450002 18.331716563250001 197.47612518640003 13.220529463200002 21.191508333600002 20.911722254300006 93.499196860750018 201.39543491635001 87.261973998100004 14.551174033150001 14.451165964200003 85.990333302400003 248.79057189610003 22.544947280100004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 7 8 -6 -7 11 12 -1 18 -15 -16 17 -17 19 -14 21 -13 -23 24 25 26 28 -28 29 -22
right_child=1 3 -4 -5 5 9 -8 -9 -10 -11 -12 20 13 14 15 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.4314568733125548e-05 -0.003481684283893346 -0.0013965027638480846 0.0023834245508198384 0.00187095864863721 -0.0018628819362768324 -0.00059285186376287289 -0.10024363882061796 0.064574030284101552 -0.096727058871222321 0.0017349348639175558 -0.0017516795589293686 -2.3520040466791951e-05 0.0010286276351151313 -0.00095111201409550129 0.062619848483131652 -0.014536175622708243 -0.050960468357745849 0.0796610983551055 0.0046161669783815291 -0.0052506111865491577 0.0012620786679618159 -0.0079284783000267822 -0.0012206636451620261 -0.002143664574079128 0.0029532851977814275 -0.0024385494716146461 -3.0358489523427168e-05 0.0055568223457710727 -0.0026706879077532837 -8.5280974543290599e-05
leaf_weight=14.819934984189253 0.52148060816182251 0.51432597269512548 0.55163491033681467 0.51313283932540799 0.0081631681241586262 1.5317587019615366 0.015845805915862599 0.013198597665905254 0.0095247585786637501 0.51196733851429588 0.52135210319483505 2.527873352356639 2.0446751476119989 0.51328255049884308 0.078219772971351631 0.014867679804638101 0.024583147798821869 0.016102081703365911 0.55347365958583372 0.57835076986235012 2.0426481807311108 0.55715082824330131 0.51491869499477616 0.53436493836195254 0.56222615383513996 0.58886845438451096 1.5250547500820428 0.54823533307489913 0.51612827342551604 10.632814271521964
leaf_count=1778 112 41 70 25 26 554 48 39 28 21 110 69 43 6 37 32 29 12 46 93 590 111 21 48 150 72 78 31 117 196
internal_value=7.90633e-07 -0.00101607 3.79759e-05 0.000235331 7.02709e-06 -0.00080965 -0.0357924 -0.00272683 -0.0529462 -9.72538e-06 5.0014e-05 7.39799e-05 0.000302145 0.00152873 0.00652764 0.0352234 -0.00335137 0.0344397 0.000510449 -0.000355881 -0.000133015 -0.00141818 -0.00470669 0.00013993 0.000214265 0.00011713 0.00021572 0.00144705 2.21951e-05 0.000131846
internal_weight=43.9062 1.54894 42.3572 1.02746 41.8056 2.09046 0.0467323 0.0308865 0.0176879 2.04373 39.7151 39.1938 18.6435 3.82355 0.647055 0.133773 0.0555529 0.0309698 3.1765 2.62303 20.5503 3.59994 1.07207 16.9503 16.416 15.8537 15.2649 2.07329 13.1916 12.6755
internal_count=4633 178 4455 66 4385 716 141 93 54 575 3669 3559 2076 298 116 110 73 44 182 136 1483 201 132 1282 1234 1084 1012 109 903 786
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=16 7 3 8 3 7 19 9 10 7 7 16 9 15 16 16 17 5 7 18 16 2 7 9 5 15 18 0 8 16
split_gain=0.000139984 0.000586315 0.000209415 0.00804451 0.00319637 0.00482944 0.00185751 0.0025741 0.00126476 0.000164007 0.000279204 0.000156022 0.000680082 0.000309025 0.000248684 0.000379086 0.000503076 0.000994676 0.00335049 0.000414734 0.00183225 0.0126954 0.0130938 0.00518567 0.0035615 0.00325659 0.00125014 0.00285001 0.0110875 0.0128026
threshold=22.704946905950003 21.698399695800003 93.883646373400012 8.2435668022500028 94.227769014100019 22.557405306150006 14.451165964200003 188.08209940425004 61.944763783650011 22.343045670750005 22.502236473750006 22.664946999500003 194.57718764590001 37.646552559600003 22.624947093000003 22.594947163200004 185.54770736950005 21.100330328400002 23.567644028800004 13.956123578150001 22.454947490600002 154.46567853970001 23.032419884600003 193.00469145105004 19.897785533950003 28.579157549250002 14.295312909150001 93.972365491700018 8.4434108459500017 19.224955043700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 6 -6 -5 -8 -9 -1 -11 14 -13 -14 15 19 -17 -18 -19 20 21 22 24 -24 -12 -25 -21 28 29 -28
right_child=1 -3 3 4 5 -7 7 8 -10 10 11 12 13 -15 -16 16 17 18 -20 26 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0017455347686601405 -0.00073274800523265434 0.0032723778470024065 0.00022296896026188334 -0.10015580794229134 -0.10012206514400415 0.06058079142269937 0.0040030457419181755 -0.03241036604971672 -0.10010602859994851 -0.0022991382736319145 -0.039075772258780402 -0.0038958520317161844 -0.0012392936884032927 0.0022084273921862282 0.00055901621359066747 0.0020498086913039422 -0.00032865202685945913 -0.0090071517141262943 0.0019393384395155295 -0.0028644791190188712 0.00022993811762747672 -0.00056654577599210001 0.011149946966354718 0.025174345281837509 0.026150155136728616 0.088768384590127258 0.096036892615717559 -7.0166271929037521e-05 -0.022326540504834597 0.007730850295533157
leaf_weight=0.53297268899903727 0.86988897062610593 0.6303843354712626 1.0156083185492286 0.0094457764903543573 0.002821838648786823 0.0055441428594171782 0.0066647188614297184 0.0044994221290437508 0.0071384491690870411 0.53055358619355431 0.020535963488563236 0.52676159918882959 0.51115965214557924 0.52904262940785429 7.6799296599638174 0.51097965829467185 3.0076523555150061 0.58985897489037575 0.53162057004919916 1.6296671391699931 9.1586987243444291 0.51790226213328694 0.015203607297735289 0.0098367140453774482 0.014132084426819347 0.044394671262125485 0.026199187173326588 14.870219353086535 0.046347375645073186 0.043975671918602188
leaf_count=289 44 122 668 50 42 15 26 7 45 51 25 16 12 39 159 10 27 47 50 154 131 34 17 9 27 101 69 2197 75 75
internal_value=8.24094e-07 0.000950124 -3.27663e-05 -0.00142624 -0.0478054 0.00637585 -0.0641407 -0.0455537 -0.0739336 2.67831e-06 -2.00805e-05 9.93531e-06 -0.000968312 0.000514203 4.9527e-05 -7.65423e-05 -0.000910111 -0.0012764 -0.00381813 6.99833e-05 0.000586626 0.00583866 0.0377039 0.0627637 -0.0124871 0.0772334 -0.000234121 5.19054e-05 0.0156303 0.0406992
internal_weight=43.8996 1.50027 42.3994 1.05172 0.0361143 0.00836598 0.0277484 0.0183026 0.0116379 41.3476 40.8147 40.2841 1.56696 1.0402 38.7172 31.0372 4.64011 4.12913 1.12148 26.3971 9.7807 0.622005 0.104103 0.069435 0.034668 0.0542314 16.6164 14.9867 0.116522 0.0701749
internal_count=4633 166 4467 853 185 57 128 78 52 3614 3325 3274 67 51 3207 3048 134 124 97 2914 344 213 179 127 52 110 2570 2416 219 144
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=15 8 19 16 16 18 18 18 15 0 12 16 7 19 16 4 6 2 2 6 12 17 15 8 9 9 18 15 17 13
split_gain=0.000145395 0.000492818 0.000266967 0.000127003 0.00038018 0.000791875 0.00042812 0.00488603 0.00608852 0.00173215 0.00971379 0.00786016 0.00332778 0.00259771 0.000633356 0.00061613 0.000388871 0.000370793 0.000477773 0.000340461 0.00117036 0.000572312 0.00192166 0.00219491 0.000278839 0.00123256 0.00110162 0.000831919 0.000582565 0.000605132
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 22.624947093000003 22.614947116400003 13.531614672700002 13.304953393500002 13.193283301750002 37.882159664350006 86.135510041400025 183.92105421625004 22.574947209950004 21.115414688150004 13.651101412550002 21.004950881300005 223.08753051465001 15.635365317800002 130.18547167755003 54.465024697200008 16.545386580300001 126.97170174405001 190.4716172434 37.050691080100002 8.7431769115000026 196.40176798710004 194.29956510785004 13.405741979600002 40.856592954650004 173.77968723070003 111.12203990580001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -9 10 11 12 14 16 15 -1 -12 18 -11 21 -21 -5 -23 -24 25 -8 -27 28 29 -26
right_child=1 -3 -4 19 5 -7 24 8 -10 17 13 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.055434161076120092 0.00035416052028574142 -0.0033887708639812734 0.0022231091807128375 -8.2032442488477205e-05 -0.0033341686780077556 0.00058869893780167477 -2.0804005452404136e-05 -0.021360957700920707 0.052267330368568038 -0.0011259751383700376 0.057601549440210335 0.074044254726490302 -0.10018309506127497 -0.10022565591428929 0.091639895612782574 0.055472986198101565 -0.01602751461027855 -0.0022046488478258317 0.0031609404909975652 0.00032741692263196049 -0.0046955859166720529 2.9060251678698511e-05 0.0090400409244364502 0.0001413734268465964 0.011039678004307669 -0.00039114995951727833 -0.0068602724035245659 0.0038968840316869822 -4.448032062472212e-05 0.1000197974082767
leaf_weight=0.0010035462098986541 1.0093492548726561 0.53995645732006203 0.55084210979884929 5.1015718568296489 1.0508261969986272 1.0083540720224844 4.641000812725939 0.015802956412679481 0.038821031519546523 0.50372455624164991 0.0010829088201268497 0.024959768270491622 0.0042983074288702322 0.0068459027200407085 0.0012061901093147753 0.0010000709527240303 0.0021246803591686908 0.51004124456739308 0.53725476360025937 2.4250393404354322 0.57358129792532953 2.5217204617802058 0.61188450903864555 0.50673317701875931 0.0022453540733476931 0.49871180206537224 0.55749033069883858 0.55221423947639792 20.091214682985949 0.0011587193002924323
leaf_count=409 51 127 70 103 37 36 1477 37 29 10 21 17 16 32 13 48 107 34 35 59 76 48 97 10 124 2 151 68 1287 2
internal_value=1.17981e-06 -0.000950308 3.59944e-05 7.16692e-06 -0.000101795 -0.00141319 -5.32476e-06 0.0015582 0.0309663 0.000550137 0.0204622 0.0470585 -0.042652 -0.0654311 0.0343888 -7.67712e-05 0.00883027 4.24699e-06 0.00108652 0.000286068 -0.000633392 0.000601457 0.0015593 0.00500895 -0.000103144 -0.000722488 -0.00380572 6.77554e-05 -3.74718e-05 0.0413278
internal_weight=43.8921 1.54931 42.3428 41.7919 30.0514 2.05918 27.9922 1.64817 0.054624 1.59354 0.0425214 0.0324679 0.00750811 0.0100535 0.00320981 0.00200362 0.00320759 1.55102 1.04098 11.7405 2.99862 8.74191 3.64034 1.11862 26.344 5.6972 1.0562 20.6468 20.0946 0.00340407
internal_count=4633 178 4455 4385 3992 73 3919 808 66 742 663 503 486 160 470 457 128 79 45 393 135 258 155 107 3111 1630 153 1481 1413 126
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=18 13 19 4 13 0 15 18 10 13 19 9 6 6 13 5 16 17 5 2 15 14 12 7 5 8 0 9 5 12
split_gain=0.000128346 0.00234522 0.00357288 0.00404532 0.000619115 0.000405489 0.00224527 0.000722333 0.000161999 0.00108398 0.0169069 0.0168935 0.00109158 0.00388339 0.00103769 0.00100492 0.000319275 0.00172624 0.0229642 0.00267882 0.000589753 0.000957954 0.00235742 0.000372799 0.000239648 0.000818358 0.00154986 0.0010485 0.0006576 0.00168939
threshold=16.622853636350005 100.66662623655002 12.250988447150002 274.52314445175006 101.51349054760001 103.09430392830002 19.198394745150004 17.267778657600005 75.629015667650023 104.19926021995002 12.350996516100002 209.24553857890001 13.745321157250002 13.665319288000001 99.865465713650011 14.608687763150002 18.634956423400002 184.58362717140002 17.352342178450005 151.08605618930002 27.063546193350003 144.12207640715005 74.22129117770001 23.727132803250004 20.743195000100005 8.543332867800002 93.72771580185001 194.45262321395003 21.191508333600002 94.177001085000015
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 -2 9 10 -1 12 13 14 -12 -10 17 23 19 -19 -18 22 -22 -11 25 -23 27 -27 -26 -30
right_child=1 2 3 4 -6 -7 -8 -9 15 16 11 -13 -14 -15 -16 -17 20 18 -20 -21 21 24 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.00095969495596689557 -0.031068133170581793 0.089934053945405448 -0.069747528246001736 0.015122772160862811 0.081320498816511114 0.00066228606982232305 -0.10004009331502545 0.04132468640681404 3.0981217912994007e-06 0.0024769555268587267 0.01538675856100445 -0.061666380842831672 0.099471920666813207 0.10009346392836892 -0.10004579117230879 -0.0045791540144532001 0.0033651333139370662 -0.10023627230648485 -0.00081887348040000506 -0.037435171227529984 0.012062395304227189 6.9772867617763274e-05 -0.074726946173875347 -0.00046516829676999201 -0.001303105670487883 0.0013040072539697407 -0.0020652025364115826 0.0075287496813732299 -0.073889669144369938 0.00010788273578280649
leaf_weight=0.51071308122571246 0.0022725923360830125 0.0074677725351648397 0.0046858494811203855 0.0023577760014177329 0.003525122419958393 0.51048863611104145 0.0025359998717249255 0.0035026172074594797 3.539466831323189 0.51883880508858959 0.002044814283124149 0.0091718298790510744 0.028248803608850008 0.00809490412575542 0.0012578133200804587 0.55343340359737325 0.53609161487687984 0.02622564952253037 0.53936294403114193 0.0091661120691242104 0.0068608703986673403 10.281349126170424 0.0057549316773020109 2.5346221325839906 4.1058217327324114 0.50605672254459821 0.50633233135886246 0.58158144060143968 0.0030858061763890934 18.538730167484985
leaf_count=202 32 7 26 24 20 867 33 25 566 470 42 14 25 19 30 148 133 45 225 35 27 352 20 60 179 6 16 86 6 893
internal_value=1.22059e-06 0.00153795 0.0369862 -0.000426313 0.0547895 0.000305565 -0.0216048 0.0128375 -1.78089e-05 4.46067e-05 0.00441461 0.0606381 0.0889322 0.0628093 -0.028576 -0.000616504 -1.85757e-05 -0.000911592 -0.00593917 -0.0839714 7.38081e-05 2.27173e-05 -0.0275282 3.47523e-05 3.27852e-05 0.000396635 0.00250494 0.0046325 -0.000158 9.55678e-05
internal_weight=43.8891 0.536836 0.0180365 0.0105687 0.0058829 0.5188 0.00831121 0.00577521 43.3523 39.2594 0.559531 0.0488182 0.0396463 0.0113975 0.00330263 4.0929 38.6999 3.62822 0.574755 0.0353918 35.0717 34.5356 0.0126158 3.05346 34.523 11.8753 1.59397 1.08764 22.6476 18.5418
internal_count=4633 1034 77 70 44 957 90 57 3599 2885 332 130 116 91 72 714 2553 835 305 80 1718 1585 47 530 1538 460 108 92 1078 899
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=15 13 7 19 17 18 10 8 3 19 2 5 14 5 6 17 0 5 6 6 6 17 7 17 0 19 19 0 12 18
split_gain=0.000120711 0.000418808 0.000273399 0.000243916 0.000139784 0.00502317 0.00921877 0.00889674 0.00548039 0.00021686 0.000217373 0.000157696 0.00113697 0.00066977 0.00219747 0.0206285 0.0102132 0.00054217 0.00139061 0.000487485 0.000647919 0.000411883 0.000411863 0.000346796 0.000434578 0.00044708 0.000421086 0.000846465 0.000435579 0.000310857
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 205.96542837505004 15.502113896900001 67.031326566450005 8.543332867800002 89.614374862250017 13.451085274650001 148.55984234940004 20.743195000100005 144.12207640715005 19.221712148250003 16.415383542800004 198.26219854015002 91.625341543800019 21.191508333600002 16.455384477450004 14.995350363950001 14.745344522600002 187.32964365115004 23.666491602800004 201.39543491635001 87.261973998100004 14.551174033150001 14.451165964200003 85.990333302400003 248.79057189610003 13.304953393500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 6 7 8 -6 -7 -11 12 -1 19 15 -15 -17 18 22 20 -14 -16 -13 24 25 26 28 -28 -19 -23
right_child=1 2 -4 -5 5 9 -8 -9 -10 10 -12 17 13 14 21 16 -18 23 -20 -21 -22 29 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.029411822050320491 -0.0031716501152115636 -0.0013228494421405413 0.0019390310340994953 0.002124170166971561 0.031641698554404456 -0.0018387653256587378 -0.10022054954800133 0.060982432517384638 -0.089919026345873662 -0.00032920053510125956 0.0021938463841168284 0.00010510640979725525 -1.9354644358913182e-05 0.0002818769524135653 0.0013267068895130368 0.090149404190298543 0.016303115405554132 8.8697533897113065e-05 -0.0058957013040256715 -0.0029683921125483676 0.0033212366246161418 0.0004869762226177546 -0.0029607574869956309 -0.0024088585263704978 0.0029058405771008305 -0.0026269940487824977 0.00029770420961605464 0.0048845569954810543 -0.0028756906712321196 -0.0029862808899777573
leaf_weight=0.012910580619066248 0.52220126240682674 0.51454324835863807 0.51328682673920412 0.55049388956422163 0.0055212865190700225 0.51925232358770346 0.014292393977758167 0.012655403999815462 0.011297244132038031 1.0052463174115471 0.51713754718258531 2.5259128195715697 14.798451105793472 0.56538354218056985 1.5223660065166726 0.040484284411434146 0.034851191762982126 12.671106341710392 0.5483636901481076 0.53157840060240502 0.60430496408048462 0.51173076103441395 0.5301378414710668 0.53700331782285715 0.56221673900818814 0.58887120093027157 1.5277890754616419 0.54615025330076594 0.51585380661781677 0.51905542795429938
leaf_count=22 112 41 25 70 22 461 48 39 32 28 86 117 1727 142 18 30 24 795 35 52 80 28 51 52 158 75 81 34 120 28
internal_value=1.2048e-06 -0.000865546 0.000306097 3.2943e-05 5.38892e-06 -0.000792633 -0.0343133 -0.00235384 -0.0500124 -7.40536e-05 0.000527852 4.7314e-05 0.000253853 0.000273876 0.00159558 0.00683168 0.0559871 -0.000145033 -0.00125876 8.95474e-06 0.000111709 0.000281569 -0.000426734 9.18153e-05 0.000173638 7.67222e-05 0.00018105 0.0015056 -2.72648e-05 -0.00126199
internal_weight=43.8804 1.55003 1.02783 42.3304 41.7799 2.0854 0.0437663 0.0294739 0.0168185 2.04164 1.52238 39.6945 19.1411 19.1282 3.19387 0.640719 0.0753355 20.5534 3.60441 15.9343 15.4028 2.55315 3.05605 16.949 16.412 15.8498 15.2609 2.07394 13.187 1.03079
internal_count=4633 178 66 4455 4385 716 141 93 54 575 114 3669 2151 2129 270 196 54 1518 203 1859 1807 74 168 1315 1263 1105 1030 115 915 56
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=16 7 0 15 15 14 3 15 3 13 17 15 14 10 3 6 6 9 6 9 9 5 3 17 0 3 17 9 19 7
split_gain=0.00012859 0.000542447 0.000149275 0.000425297 0.000422564 0.0123848 0.0212708 0.0121079 0.00645802 0.00339476 0.00141061 0.000394435 0.00240052 0.000856059 0.000790421 0.00518374 0.0170325 0.00726368 0.00368323 0.00233705 0.00725974 0.000531885 0.0020027 0.000451426 0.000364503 0.0003582 0.000325055 0.000321838 0.000391091 0.000281687
threshold=22.704946905950003 21.698399695800003 85.990333302400003 45.102215827400009 40.42701969085001 170.02574192850003 93.794927255050013 39.203018015350004 93.883646373400012 117.54745483760001 176.09745774210003 37.882159664350006 244.17581037495003 61.93938686740001 92.695347879750017 16.535386346650004 15.885371159150003 203.80256579455002 16.285380505300001 209.48385303980004 216.07042296730003 20.911722254300006 92.695347879750017 162.04221493815001 85.705356740550016 93.668569722950011 193.58688265170002 66.544071737050004 13.351077205700003 23.695207782600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 5 24 -7 8 -8 10 27 21 -13 -14 15 16 17 -15 -18 -19 -21 23 -23 -4 -1 -6 -16 28 -10 -25
right_child=1 -3 3 -5 25 6 7 -9 9 -11 -12 12 13 14 26 -17 18 19 -20 20 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015502723584746164 -0.00070680381516729075 0.003146749656529493 -0.05845131300648776 -0.0026501698273870217 -0.002630984591292876 -0.10047764517139085 0.098874064602915562 -0.10024384627606037 -0.023298257618155887 -0.10012045403233749 0.096795107748346376 0.006917054314138975 0.0039892240813848394 -0.068187732369409254 -0.0014068166355654158 -0.00053780097218514614 0.041350319000370027 0.054552516778777788 0.10013593251516172 -0.097171125996581093 0.058878774889474551 -0.0065901830362645047 -0.0002888948735023632 0.00069162012345137087 0.0022059806278724673 0.00014207529332565787 0.00028772092607092496 -0.037238265731606331 0.05252861987452942 -7.4912821767763297e-05
leaf_weight=0.51209426442690575 0.86994422091947743 0.6296933215774061 0.0013150145443131525 0.57384058260738768 0.51290823700537647 0.033060655699955498 0.012781025863660034 0.0067657771578524253 0.0012327139082230505 0.0029055777677028383 0.0021221662314100925 0.58420953780296248 0.53641480579972256 0.017769389449312833 2.5378107842552708 0.50641225824074354 0.021587918978184462 0.0096941071261795742 0.021051857558632037 0.005424738366061499 0.0066184669881268476 0.56704598017008834 4.5639241393000702 6.6731966366691173 0.52134760060289409 5.0725883732987649 2.0435893523736013 0.0016579171426662001 0.0015175564720379953 17.024882392079537
leaf_count=120 44 122 184 85 33 17 8 11 31 82 48 45 25 30 39 8 29 29 13 27 28 140 115 489 32 211 34 391 28 2135
internal_value=1.25452e-06 0.000911292 -3.09508e-05 5.02485e-05 -0.000464778 -0.00226056 -0.0456553 0.0168807 0.0525489 -0.0101988 0.0298104 9.43706e-05 0.000811808 0.000186762 -0.000207766 0.003242 0.0265435 -0.0207625 0.0703736 0.0180058 -0.0114123 -6.21692e-05 -0.000985278 0.000137686 0.000344671 -0.000112571 -0.000650948 -0.00243703 0.0185418 0.000140937
internal_weight=43.8754 1.49964 42.3758 35.6948 6.68098 1.09549 0.0620434 0.0289827 0.022217 0.00943593 0.00653035 35.1209 6.29058 5.70637 5.16996 0.588559 0.0821465 0.0395067 0.0426398 0.0217373 0.0120432 28.8304 5.13097 23.6994 1.03344 5.5855 4.5814 0.00440819 0.00275027 23.6981
internal_count=4633 166 4467 3455 1012 768 616 599 588 580 498 3370 307 262 237 164 156 114 42 84 55 3063 255 2808 152 244 73 450 59 2624
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=17 17 4 16 8 10 18 17 7 17 15 17 15 5 7 18 7 17 2 19 10 9 12 7 7 2 4 6 18 18
split_gain=0.000111444 0.00143241 0.00151747 0.000417061 0.000221024 0.000210752 0.000535727 0.000948472 0.00100507 0.000724014 0.00054427 0.000491005 0.000382112 0.000534121 0.000359006 0.000258885 0.000415811 0.000360774 0.00233919 0.0155819 0.0120068 0.00984543 0.00457312 0.00528838 0.00581232 0.0049578 0.00169893 0.000565482 0.00109825 0.000505054
threshold=182.37451917730002 183.58889821140002 143.58239362595003 22.714946882600003 8.543332867800002 61.987779113750001 13.602243858600003 191.56943241645004 23.493869161500005 188.27285108100003 37.882159664350006 202.18556316275001 46.674706678850008 24.225659292200003 23.602039070650005 13.055593598800002 22.532843451200005 188.85216786605002 83.274686722450014 14.351157895250003 65.571493801650021 205.22231928645002 117.26476561030002 25.169498800150006 23.131311951800004 113.24467684720001 147.36370056065002 14.745344522600002 15.192788671300002 13.304953393500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 -1 6 7 9 -9 10 -4 -8 13 15 -11 16 -7 18 -17 20 -20 22 -22 24 25 -24 -19 28 -26 -28
right_child=1 2 3 -5 -6 12 11 8 -10 14 -12 -13 -14 -15 -16 17 -18 26 19 -21 21 -23 23 -25 27 -27 29 -29 -30 -31
leaf_value=0.00012320835718162331 -0.0050846410052112758 -0.051441401549805782 0.00020580956639073392 0.0026383551950894743 0.0017286792300013681 -0.00027331622238512291 0.0036581738426317012 -0.0065195838208064599 -0.0011755916156460412 0.0038649168640833031 -0.0027802520276168346 -0.00068665167583171821 -0.0025970542459241653 0.0033023008744041803 0.00017456647278810299 0.0014052012106605647 0.002572555162670625 -0.10012906788678838 -0.10040880911229576 -0.00043674893635486657 -0.10024456662704928 -0.085641647418168085 0.10004030689981294 -0.086675368987212648 -0.00049262944421391778 -0.078832759621743728 0.0015830380417053925 0.099869649085207929 0.095015781698506385 -3.8495179202152375e-05
leaf_weight=4.917732407260309 0.55946029029416067 0.0057306913076889945 1.5145536071360335 0.5990279003347031 1.0386002943092973 1.0197228020570102 0.52734333246915877 0.54077353841411824 1.0078419768560705 0.55655810368080538 1.0224939520568623 0.51324936623825579 0.52172084274475494 0.52239298297468906 0.50083090030045696 1.0299979770876548 1.0340229916946553 0.0016915314045061738 0.028685351209326027 0.51019946686574258 0.0029540731957887747 0.013801579759174842 0.0022361104105179655 0.0033031515576578121 0.0019458468103721325 0.0050465910077316378 2.0897613530614789 0.009503626847617852 0.0031578879880953536 23.759879261084805
leaf_count=1273 114 19 23 94 103 31 20 36 18 61 29 29 103 50 4 35 23 3 23 12 8 36 4 58 43 62 101 9 20 2189
internal_value=1.03926e-06 -6.21434e-05 1.3091e-05 2.09873e-05 0.000403153 -2.16833e-05 -0.000554097 -0.000972775 -0.0030417 -8.14042e-05 -0.000997648 0.00151518 8.60476e-05 0.000132649 0.00211699 7.65504e-05 0.00115953 -4.43956e-06 -0.00145644 -0.00653102 -0.0505506 -0.0164568 0.017467 0.0312694 0.049067 -0.0239108 8.60366e-05 0.0854511 0.0586023 9.25944e-05
internal_weight=43.8642 37.9079 37.3484 37.3427 5.95633 36.7437 6.18364 5.14305 1.54862 3.59444 2.53705 1.04059 30.56 30.0383 1.05739 29.5159 2.05375 27.4622 1.61083 0.580834 0.0706342 0.0419489 0.0281473 0.0251932 0.0218901 0.0072827 25.8513 0.0146074 0.00510373 25.8496
internal_count=4633 3257 3143 3124 1376 3030 220 171 54 117 52 49 2810 2707 65 2657 54 2603 310 275 263 240 204 196 138 66 2293 72 63 2290
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=8 8 5 6 8 9 2 19 15 2 17 17 10 14 18 15 12 15 12 4 17 5 9 7 4 12 5 13 0 7
split_gain=0.000162051 0.000125079 0.000359947 0.000151829 0.000473712 0.000491839 0.00229728 0.00296271 0.000418287 0.00114211 0.000511005 0.000449559 0.000382945 0.00105757 0.00217684 0.000282534 0.000269606 0.000242433 0.000287578 0.00651864 0.0178366 0.00117878 0.0325117 0.00678859 0.00302497 0.000872504 0.000822326 0.000566107 0.000964946 0.000388909
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 16.465384711100004 8.4434108459500017 205.22231928645002 104.39392676985001 14.251149826300002 41.831907381600011 159.92742394165003 192.92322630085002 187.81654873955003 62.041548276350007 258.81881833755006 13.713893333650001 42.33967733730001 102.11013250220002 40.856592954650004 148.96091148645004 229.41769445250003 191.20566072810004 19.221712148250003 190.64005357525002 24.142338514450003 171.12466686440004 144.66294237600002 18.128874633450007 109.40142670235001 96.631250582750013 25.257178691350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -8 9 11 -10 16 13 -1 -15 17 -5 18 21 20 -20 25 -23 24 -24 26 27 28 -14 -21
right_child=-2 2 -4 4 5 -7 7 -9 10 -11 -12 -13 15 14 -16 -17 -18 -19 19 29 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-4.3046266782979166e-05 -0.0016834405824807921 0.0021389548280741208 -0.00027892214022934449 9.2903866097270211e-05 -0.00019410204904557723 0.00026497323566871729 0.00019613013801356087 -0.010136040882387466 0.00057437339845865061 -0.0045694338010774634 0.0041649968341456838 0.0016753334532690228 -0.0042901062234277339 0.0079125287320025838 -0.0010375946609966723 -0.0022706741370187998 -0.0025473398537240424 0.0015224953365562633 0.036054309728969988 -0.00078058835002806082 -0.072569324360169551 -0.0014317634562081953 0.048992660820784718 0.0091023474787929135 0.09524281543131663 0.0039365702098202431 -0.0039929143007234351 0.003040462833217916 3.9274927033240513e-05 0.00049783376014649354
leaf_weight=2.559159818689309 0.56403346105560714 1.0355815931034151 1.5185465285014457 1.5117437314394406 3.4243107497506813 2.5097949729934044 0.51110050759514869 0.60728252634859103 1.5407255249026834 0.5314840642473605 0.53363484825538865 1.5581855475902555 0.54556235759363758 0.57415055752268596 0.5159542178712142 0.55072416447937556 0.5197257430074923 1.0278059734100029 0.024094040210342338 5.6588871343159486 0.040572766034529195 1.0223508596093243 0.021312514210876432 0.017363885512168054 0.042028958501759917 0.52799502157904044 0.55020274296515381 0.56915652630777991 9.1346413052488078 4.1062722095673099
leaf_count=80 204 34 38 66 48 32 12 76 67 178 42 45 147 97 55 129 289 33 24 690 29 150 24 14 89 52 163 41 500 1185
internal_value=6.37537e-07 2.25795e-05 0.000701416 -1.9983e-05 -0.000298073 -0.000858539 -0.00147927 -0.00541424 0.000339919 -0.000243033 0.00149807 0.000397534 0.000114043 0.00106801 0.00367637 -3.19909e-05 -0.000582569 2.09498e-05 -4.83794e-05 -0.000452568 -0.0320975 0.000271243 0.00339185 0.0644959 0.079681 -3.26356e-05 -0.000226692 -2.45146e-05 -0.000204723 -0.000243009
internal_weight=43.8544 43.2904 2.55413 40.7362 13.248 7.05249 4.54269 1.11838 6.1955 4.12114 2.07436 3.58966 27.4882 3.64926 1.0901 23.839 2.03147 23.2882 22.2604 9.82983 0.0646668 12.4306 1.10306 0.0807054 0.0633415 11.3276 10.7996 10.2494 9.6802 9.76516
internal_count=4633 4429 72 4357 855 168 136 88 687 578 109 400 3502 232 152 3270 355 3141 3108 1928 53 1180 277 127 113 903 851 688 647 1875
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=6 9 2 19 10 16 3 17 10 7 10 17 0 5 2 13 8 13 2 14 8 3 13 6 15 19 15 15 7 9
split_gain=0.000136613 0.000426126 0.000738501 0.00769796 0.00342485 0.000562222 0.000995073 0.000678644 0.000389466 0.00197545 0.000375538 0.000843144 0.00041546 0.00315266 0.0127907 0.00781019 0.00584637 0.00321559 0.000366749 0.000837786 0.00122666 0.000513958 0.000470398 0.00064155 0.000349356 0.000314491 0.000281524 0.000250493 0.000233966 0.00650235
threshold=16.485385178400005 190.36745536595001 118.20523333310003 14.351157895250003 62.020040611300011 22.594947163200004 92.738363209800013 195.14561408000003 61.987779113750001 23.567644028800004 62.041548276350007 196.70927211395002 86.393602021950016 22.533652790000001 82.092636011950006 117.39690118230001 8.4434108459500017 117.49368567500001 200.24623605120004 244.85040433755003 8.6432548896500023 93.668569722950011 117.57433941890001 16.445384243750002 42.33967733730001 14.451165964200003 40.856592954650004 39.864684991950007 23.473156321500003 190.64005357525002
decision_type=2 2 2 2 2 2 2 2 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 25 -4 -5 7 -7 -3 9 -8 11 18 13 14 17 16 -16 -12 19 22 -21 -20 -1 -24 26 -2 27 28 29 -14
right_child=1 5 3 4 -6 6 8 -9 -10 -11 12 -13 24 -15 15 -17 -18 -19 21 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0027007694282543057 -0.00056349460024487116 0.0036963595525036927 0.0010270919305485624 0.022018703201958794 0.085457897795550242 -0.0053179503056789684 -0.006590735331664827 -0.00014089293379519296 -0.00018130148928134729 9.1688199587921067e-05 0.0053184355397720498 0.0046085110674869544 -0.00011556708367011339 -0.00048988791385208444 -0.084671949958834064 -0.087798643276173191 0.10004047100733855 0.10005351929218785 -0.0033773588136976327 0.0066804068505023715 -0.00015478625389453107 0.0004822811019862339 -0.0024259751234405446 0.0011073265131216819 -0.0025226560138312641 0.0022089776672871669 0.002349189267417891 -0.0021628193736720151 -2.2064091206666796e-05 0.031324008232767472
leaf_weight=0.52648986756606841 1.8861649957992548 0.54316938452216446 0.51265191687992517 0.019450504891551645 0.015129255444662704 0.51867362594657596 0.6231643288787122 3.0427661780576933 4.0520775932650324 1.5249105395889726 0.0073765933928275351 0.54006471792292821 1.5369707544684867 0.52621970776458082 0.0027681470514409603 0.025611965836560557 0.0044977135257795453 0.0069668487412855029 0.52536996386344004 0.54412423115553898 0.50738771130227178 1.0049958343813656 1.0219785640583725 1.0336429785820653 0.53181944895561173 0.5224754224254865 0.52935380658914155 0.5155109588191199 21.127351680858656 0.068725030290806788
leaf_count=39 218 81 296 40 8 9 108 84 68 42 36 79 405 104 70 25 4 5 26 33 11 70 24 21 83 34 32 35 2416 127
internal_value=9.59013e-07 -0.000267118 0.000791314 0.00410746 0.0497745 -0.000570724 -0.00111035 0.000440344 -0.000758359 -0.00184691 0.00011718 0.000849022 -5.05829e-05 -0.00271105 -0.027463 -0.0618388 0.0296687 0.0513328 0.000455844 0.00100276 0.00338221 -0.000842722 3.3776e-05 -0.0006493 1.21746e-05 3.79022e-05 6.88689e-05 1.69476e-05 6.63776e-05 0.00123007
internal_weight=43.8479 13.2606 2.95587 0.547232 0.0345798 10.3048 6.71883 3.58594 6.20015 2.14807 30.5872 5.70405 24.8832 0.573441 0.0472213 0.0328778 0.00726586 0.0143434 5.16399 3.63362 1.05151 1.53037 2.58211 2.05562 24.3097 2.40864 23.7779 23.2486 22.733 1.6057
internal_count=4633 988 596 344 48 392 227 165 218 150 3645 303 3342 244 140 99 74 41 224 128 44 96 84 45 3098 252 3015 2983 2948 532
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=16 7 0 15 6 17 13 16 6 16 7 7 19 16 3 14 9 6 17 16 7 12 8 7 10 10 17 8 7 15
split_gain=0.000158986 0.000519406 0.000216881 0.000490363 0.000441643 0.000784361 0.000354859 0.000519611 0.00118384 0.000410494 0.000473843 0.000334675 0.00836963 0.00683974 0.00207095 0.000475283 0.000284634 0.000189972 0.000178737 0.000225628 0.000149992 0.00763419 0.00144834 0.000372435 0.000347569 0.000385057 0.000219033 0.000915192 0.00178219 0.000645668
threshold=22.704946905950003 21.698399695800003 85.968825637350008 45.102215827400009 16.445384243750002 185.31329674715002 117.55283175385001 22.644947046300004 16.525386113000007 22.574947209950004 23.299327580650004 22.502236473750006 14.451165964200003 22.594947163200004 100.48918799990001 245.99173885435002 66.544071737050004 16.485385178400005 189.19102531915004 22.604947139800004 25.257178691350003 94.177001085000015 8.2435668022500028 25.169498800150006 71.246828915000023 69.545034918450014 197.02652249450003 8.543332867800002 23.913271136350005 38.567335632300008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -1 20 9 -9 -8 -11 12 13 14 -6 -13 -16 -17 -19 -20 23 22 -22 26 25 -23 -4 28 -28 -29
right_child=1 -3 3 -5 11 -7 7 8 -10 10 -12 15 -14 -15 16 17 -18 18 19 -21 21 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00037022670162123916 -0.00056995725005449182 0.003200454225883611 5.2182691161257211e-05 -0.002840060900147883 0.09917600667156358 -0.0051198080901321084 0.002162848640840629 0.0060931293733607903 -0.00060306455383212377 -0.0018953658685456069 0.00056349992480157795 0.0028299453174867044 0.0001604066159199029 -0.089175299604908054 0.010774244661858659 0.0008858172600424019 -0.050418680068748362 -0.00014935307872928342 -0.00026692056201589164 -0.0032435412480977021 0.037275935545494299 -6.1292247416982174e-05 0.10004656575828737 -0.0028282567004658714 -5.5155612868392825e-05 0.0037920308144101366 -0.0066309811206699369 0.0040594031867106882 -0.00049187331443375647 -0.00082970122787120895
leaf_weight=0.50481121566133658 0.87041672354371147 0.62968408528763575 16.487017682853931 0.57436734295448744 0.0027077014931318416 0.53713205569477396 1.0293434117925233 0.53905793335798058 0.51746285439003259 1.0564086513841173 3.0362689680187032 0.55110563127527701 0.51278560733913991 0.018653763107082 0.0014626038372362871 1.0105343840333025 0.0015826259377186066 2.0018969234952526 0.50216712387737039 0.51664281231985143 0.0066591360035034306 0.50845988550846921 0.0082050652708858252 0.51778971336732027 7.1063324209764049 0.52928034936541302 0.57780562637311961 0.57369707579840301 2.6038036566006966 0.51045737432286842
leaf_count=167 44 122 1133 103 26 97 25 33 10 33 35 40 29 28 55 53 429 23 10 31 56 45 6 51 1407 91 102 94 243 12
internal_value=9.95874e-07 0.00101272 -3.48459e-05 5.8546e-05 -0.000583277 -0.00245994 0.000105301 0.000794274 0.00281347 0.000377775 -7.11865e-05 -0.000201333 -0.00256276 -0.0597767 0.0355477 7.55e-05 -0.0210281 -0.000301057 -0.000698108 -0.00177638 -3.93442e-05 0.00032517 0.0719254 -0.000179164 0.000194489 0.00190402 -0.000113068 -0.000751757 -0.00160678 0.00175744
internal_weight=43.844 1.5001 42.3439 36.1824 6.16148 1.04194 35.608 6.17854 1.05652 5.12202 4.09268 5.11954 0.537192 0.0244067 0.00575293 4.58235 0.00304523 4.03124 3.02071 1.01881 29.4295 8.15894 0.0148642 21.2706 8.14407 1.03774 20.7528 4.26576 3.18161 1.08415
internal_count=4633 166 4467 3479 988 264 3376 136 43 93 68 724 567 538 510 157 484 117 64 41 3240 1605 62 1635 1543 136 1584 451 345 106
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=6 5 8 5 15 10 2 9 7 0 2 2 18 17 2 0 10 17 18 10 17 10 0 5 2 9 5 15 6 19
split_gain=0.000137994 0.000414941 0.000434495 0.000617926 0.000567407 0.000571009 0.0108483 0.00768795 0.00847083 0.00239992 0.00223369 0.000602468 0.00115808 0.000472045 0.000467948 0.000373117 0.000296397 0.000791513 0.00038126 0.000378133 0.000886204 0.000393072 0.000323892 0.00263533 0.0116197 0.00718284 0.00336523 0.000283664 0.000257022 0.000255624
threshold=16.485385178400005 20.201591378100002 8.4434108459500017 24.082771358500001 41.831907381600011 61.971648364950006 216.39684782960003 188.08209940425004 22.398098708400003 85.398872513700013 120.31044416595002 153.89888490650003 13.258241318650002 192.92322630085002 155.18475231920004 86.866770652900016 62.041548276350007 196.70927211395002 13.453871405300001 61.982402197500001 192.64609805285002 61.93938686740001 86.393602021950016 22.533652790000001 127.74713841330002 185.98753508445003 21.556055031700001 42.33967733730001 16.505385645700006 14.551174033150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 4 15 5 6 7 8 9 10 -3 12 -7 -6 -12 28 17 18 19 21 -21 -1 23 24 25 26 -18 29 -4 -24
right_child=1 2 3 -5 13 11 -8 -9 -10 -11 14 -13 -14 -15 -16 -17 22 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024251854932393893 0.0024833870975394835 0.075612018977142162 -0.0014319517930617169 -0.0040901582934395773 0.00067283639348850958 -0.00029568164796387136 0.00034818925530154206 -0.10038628717896768 0.10005758408734228 -0.1001323499574939 -0.100087432191208 -0.0029526921775296904 0.0049733366804606584 0.0043439102479331509 -0.013316657665418345 -0.0023760552273807325 -0.096199238445474539 0.0044134005774273096 -0.0021787378340848186 0.0050780632615681706 0.00014391917832148914 -0.000506549979015311 2.5646280193036929e-05 -0.00042679548224903253 -0.099141342211773315 0.044956078745289958 0.037763472943731627 -0.0022585443748783605 7.1854623298671093e-05 0.0022477774639883992
leaf_weight=0.55937679661431827 0.5261813312403828 0.0020137265411641625 1.5237834423678576 0.55071168830283834 1.0351613053852018 2.0178341880536919 0.50210944065230168 0.018949625897221267 0.0051052831722344658 0.005784352426417172 0.0015341759075538919 0.51643366200132979 0.52584483486404821 0.52939602390318885 0.0010447574058969344 1.023630002973732 0.0070489746449445773 0.5393215894401181 0.52062538539666636 0.57143298421637201 1.0027961978715323 2.5066574660778898 23.24960921508578 0.52631045230044982 0.014506930617018909 0.019652610590128461 0.0025548489608571206 0.53253058497893135 4.4722795620223943 0.52947103336782575
leaf_count=87 33 137 22 125 57 94 72 11 4 11 117 39 10 30 66 34 14 79 33 67 11 26 2980 104 21 39 66 83 126 35
internal_value=9.51954e-07 -0.000268507 -0.000382239 -0.000864594 0.000325274 -0.000366267 -0.00337539 -0.0576751 -0.00539849 -0.0572808 -0.00331017 0.000161333 0.000793562 0.00191501 -0.0649355 -0.000611541 0.000117767 0.000768195 0.000387265 0.000675164 0.00193498 2.83249e-05 -3.12411e-05 -0.00238738 -0.025966 0.0103184 -0.0605619 2.40073e-05 -0.000310309 7.51248e-05
internal_weight=43.8397 13.2578 12.7316 7.5704 5.16121 3.59665 0.536541 0.0344319 0.0154823 0.010377 0.00459266 3.06011 2.54368 1.56456 0.00257893 7.01969 30.5819 5.70021 5.16089 4.64026 1.57423 3.06603 24.8817 0.570074 0.0437634 0.0292564 0.00960382 24.3116 5.99606 23.7791
internal_count=4633 988 955 307 648 561 418 346 335 331 320 143 104 87 183 182 3645 303 224 191 78 113 3342 244 140 119 80 3098 148 3015
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=0 9 9 18 10 5 19 15 5 19 13 16 16 10 6 18 14 0 10 6 6 9 15 6 5 6 18 9 16 5
split_gain=0.000202774 0.00302638 0.00227894 0.00140181 0.00103226 0.00126575 0.000373408 0.000167515 0.000451243 0.000416236 0.000192609 0.000154329 0.000506507 0.000796077 0.000515677 0.000455846 0.00120875 0.019329 0.00664435 0.00526387 0.00621876 0.00710261 0.00583318 0.00489817 0.00753811 0.00280141 0.00318203 0.00218724 0.00120781 0.00354794
threshold=78.252950803000019 217.47560379410001 215.63980588275004 11.890615410500002 57.027573863050009 29.110986871100003 13.451085274650001 46.723315192750007 25.361845021250002 14.651182102100002 117.61735474900001 22.624947093000003 22.594947163200004 61.987779113750001 16.475384944750001 13.781134552700001 272.02763708760006 89.057864029250013 64.294476189700006 14.135330269750002 14.555340083200003 197.20558004415003 33.787611863550005 13.665319288000001 18.331716563250001 12.040281319250001 17.370891598500005 202.38851837455002 19.794953710800005 19.841254985200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -10 12 15 -14 -15 -2 -17 27 -19 23 -21 -22 -23 25 -25 -20 -27 -18 29 -24
right_child=7 -3 -4 -5 -6 6 -8 8 10 -11 -12 -13 13 14 -16 16 17 18 19 20 21 22 28 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10002351235641097 0.00066468102415623005 -0.080321985967206452 0.099811544918370632 -0.087278028087229939 0.075610062201517961 -0.011095817638924631 0.072479390746962968 -0.0034320374378207005 -0.0011851504182484771 0.0027726799646225399 0.0015529779146734625 0.000313382951480871 -0.0046870727597258591 0.00044540055551859801 -0.0019785897983545324 -7.8000871030543942e-05 -0.043592379966712169 0.090259428271790315 -0.00027627261963444839 -0.10030426979607053 -0.10032310381994503 -0.060899411384719881 0.10003778939482222 0.088778682145509935 -0.039779033081687759 -0.080597538207159244 0.052346145135690053 -0.10035057958980981 0.090348397659143376 -0.10005659993822594
leaf_weight=0.001190085929645892 8.2202983671604439 0.0044326412133557378 0.0025866393586966296 0.0017594257424830458 0.0018631081642865865 0.0011260039118174275 0.0010178532975491095 0.51590650213070377 0.51058665549788462 0.55081514809808041 0.51706585217683099 11.718878501838615 0.54949251360812823 2.0368261499173532 1.5421142204504574 17.0283778388911 0.010096043804819543 0.0079486337635898963 0.52306623294885435 0.011375638400878185 0.0062407144813114704 0.0053119254762492565 0.0022199053782969713 0.014341209400299815 0.0066881560158549283 0.0083788172614648326 0.0022931335739713185 0.020730922689836007 0.0072893830019893358 0.0014749023199283062
leaf_count=88 575 16 3 287 11 86 39 72 68 63 36 377 35 71 40 1350 38 20 1016 44 19 21 2 33 27 81 17 26 9 63
internal_value=4.93215e-07 -0.0120429 0.0196718 -0.0101268 0.0159923 -0.017324 0.0285837 4.33447e-06 -0.00101891 4.1696e-05 0.000192545 5.64272e-06 -0.000114551 -0.00114317 -0.000599062 4.95614e-05 -0.000236829 -0.00454724 -0.000557669 -0.00178392 -0.0400302 -0.00960633 0.0251343 0.000554036 0.0478923 -0.0013111 -0.0520313 -0.0817619 0.06674 0.0201636
internal_weight=43.8318 0.0139758 0.00954312 0.00695648 0.00519705 0.00333394 0.00214386 43.8178 1.54356 42.2743 1.02765 41.7234 30.0046 4.12843 3.57894 25.8761 17.6558 0.627456 0.596629 0.58868 0.0339125 0.0225368 0.0162961 0.554768 0.0210294 0.533738 0.010672 0.030827 0.0109842 0.00369481
internal_count=4633 530 514 511 224 213 125 4103 176 3927 104 3864 3487 146 111 3341 2766 1416 1352 1332 158 114 95 1174 60 1114 98 64 74 65
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=0 7 7 9 7 17 8 15 19 3 6 6 9 19 10 16 13 10 6 6 9 17 15 5 16 2 5 0 2 9
split_gain=0.000207588 0.00555484 0.00367324 0.0016852 0.00109663 0.000266072 0.000205639 0.000168649 0.000156126 0.000459064 0.000377186 0.00108684 0.000752328 0.000330022 0.000304726 0.000216061 0.000353329 0.000601312 0.000264156 0.000625624 0.00156004 0.000501619 0.000376401 0.000438566 0.0011013 0.000519933 0.000302715 0.000285024 0.000242629 0.000179396
threshold=79.271876434400014 21.698399695800003 20.714163848350005 205.73475031020004 19.250086031950001 167.17143786700004 8.8430989333000021 23.558346934450004 14.451165964200003 92.585121096400016 16.425383776450001 16.485385178400005 192.39832633775004 14.651182102100002 61.982402197500001 22.714946882600003 117.71413924170001 61.923256118600001 16.455384477450004 16.505385645700006 199.17419511990002 162.04221493815001 44.024213102900006 21.836296031200003 22.614947116400003 35.561888367500011 21.482549112100006 86.624809421150005 163.12111328040001 193.49750438550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 15 -10 13 -12 -13 -11 -14 16 17 -2 21 20 -20 -19 23 25 28 -23 -27 29 -25 -21
right_child=6 -3 -4 -5 -6 7 -8 -9 9 10 11 12 14 -15 -16 -17 -18 18 19 27 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.030141932581255949 0.0032620988685197389 0.099633965792341919 -0.1001856098131146 0.072952832025567238 -0.10005087630224037 -0.049135469346119863 -0.0019268673423989691 0.0058486735557613766 0.0031821826923771643 -0.0032390349107072462 0.0047464783112780868 0.0034269686855764566 -0.0019642306160495135 0.00032768857015779833 0.0001204217573237156 0.0014816249439438902 -0.0026808409976126417 -0.059288102676051717 -0.0065739241981431972 -0.00044560433149717416 -0.00042000463280585874 -0.050731593309940093 -0.0025529899750830038 0.0022874953159366441 0.0053536208076320549 2.2324837422078836e-05 -0.0024210050333237755 -0.0011216372254498701 -0.00012888792063969911 0.00076711427951315031
leaf_weight=0.0021279446422951542 0.53837159005216406 0.0050570863798180534 0.0042477721910586528 0.0030631693639264768 0.0012921020159655516 0.0010241442405705958 0.54931473910956086 0.0012251855931211253 0.57592496002814453 0.53172303895628725 0.55631925818028083 0.54497179493350278 1.0732969369415459 0.50656646462311983 2.0225795785864022 0.89361981492765963 0.51977626503503316 0.001424274918703782 0.56547904823875006 2.0376217679165727 1.5171422127568801 0.0020230410300489101 0.54024982907715724 0.5226974120640312 0.53586310795799352 22.153559215571342 0.51895082739197462 2.0297384054823322 2.0269065505146089 3.0392227539078362
leaf_count=152 51 9 37 22 202 35 145 96 120 68 78 67 39 10 43 28 19 263 56 59 24 6 82 47 30 2631 36 37 109 32
internal_value=2.06496e-07 0.0107259 -0.0239124 0.0131892 -0.0191012 0.00479391 -4.21014e-06 -0.0191862 2.02071e-05 0.000502453 0.00020767 0.000629834 8.13316e-07 -0.00149888 -0.000602298 -5.4641e-05 -9.22026e-05 -5.48576e-05 -0.000105173 -0.00056673 -0.00209093 5.60838e-05 5.92975e-05 0.000114084 0.00123263 -3.81238e-05 -3.36005e-05 -0.000120054 0.000366498 0.000280382
internal_weight=43.8214 0.0180374 0.0129803 0.00873255 0.00566938 0.00437727 43.8033 0.00224933 43.254 5.81138 5.23546 4.19717 3.64085 1.03829 3.09588 37.4426 36.549 36.0293 35.4909 9.1892 2.08262 26.3017 26.3002 25.76 3.08547 22.6745 22.6725 7.10658 2.5496 5.07684
internal_count=4633 553 544 507 485 283 4080 131 3935 425 305 227 149 78 82 3510 3482 3463 3412 208 80 3204 2941 2859 186 2673 2667 128 156 91
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=6 5 8 14 19 15 10 3 7 9 17 5 18 18 13 5 6 7 6 12 14 7 9 15 13 17 0 16 7 16
split_gain=0.000127412 0.000343266 0.000338611 0.000546385 0.000946758 0.000497045 0.000578892 0.000536915 0.000501647 0.000349126 0.000659771 0.000949665 0.000298807 0.00104388 0.000771621 0.000654035 0.000590506 0.00138449 0.000686086 0.00142834 0.00123434 0.000526833 0.000672421 0.000590468 0.000983958 0.000310453 0.00051052 0.000241487 0.00022317 0.000222073
threshold=16.485385178400005 20.201591378100002 8.4434108459500017 279.85995519795006 14.251149826300002 41.831907381600011 62.046925192600007 93.668569722950011 23.131311951800004 198.14098854835004 182.37451917730002 20.971847224900007 13.480563334700001 13.531614672700002 117.55283175385001 20.389142059250002 16.375382608200002 23.989000783400005 16.245379570700006 66.834523482800009 144.12207640715005 23.109894804950002 197.47612518640003 37.491361913600009 117.60122400020002 192.19686994285004 86.345209775600011 22.564947233300003 23.032419884600003 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 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 5 9 -5 6 7 -3 28 10 -4 -12 15 -14 16 -1 18 -18 19 -15 -21 22 23 27 -25 26 -23 -17 -7 -22
right_child=1 2 3 4 -6 8 -8 -9 -10 -11 11 -13 13 14 -16 21 17 -19 -20 20 29 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0039752492589008271 0.0022462885788864747 -0.0045783860109303359 0.00051992045400260818 0.00016374279585374036 -0.0058371532625584067 0.0019054352257843101 0.00043325157935100446 -6.2683060876261723e-05 0.0042351025699030277 3.5283026771520169e-05 6.1320279477957706e-05 -0.0058163974434726354 -0.0045029468790547984 0.10004213459327596 0.0037382521908753048 -0.00029334286810555905 -0.0059152640123373576 0.0013161565169026869 0.0035156473830515837 -0.10010601049926099 -0.00010974579515009108 0.00034748865795803025 -0.0038734488510300162 0.0045253424333259202 -0.00064450225360944467 5.0253754851433498e-05 0.0029281664169148458 -0.0033612127547741795 -0.0010421934257682449 0.0019875801592096893
leaf_weight=0.54042817435669732 0.5253383590106776 0.53484566863835248 0.86075298329160421 0.51456723413948047 0.53757456024658268 0.52348829283344833 2.5378794935494779 0.51861329765327402 0.53497458608399018 4.5482622546251061 0.50020238757133462 0.6102480067762599 0.52220807091425214 0.0014255573293152626 0.54458565076595178 0.50770626664433149 0.54075663475338831 0.51872148874982571 0.55474457400850852 0.0012331114849136729 18.591620277472757 1.5215879622719515 0.53192057596852027 0.57794485304000298 1.0141625761062831 2.0171104476896176 1.5448224904269841 0.51872582413488999 0.50429558186377221 0.51894240130240987
leaf_count=92 33 25 15 13 73 48 56 480 29 155 2 49 26 3 97 199 86 19 58 2 2757 16 41 118 23 23 30 19 10 36
internal_value=2.56569e-07 -0.000258733 -0.000362145 -0.000787735 -0.00290232 0.000263067 -0.000384731 -0.00235532 0.00175176 -0.000446474 -0.00155806 -0.00316878 0.000112525 -8.58543e-05 2.25811e-05 0.000605267 -7.50431e-05 -0.00237475 4.88382e-05 -5.17829e-05 -5.9249e-05 0.000384082 -0.000631996 2.64607e-05 0.00123218 0.00101379 0.0016476 -0.00184375 0.000459143 -5.27934e-05
internal_weight=43.8197 13.251 12.7257 7.57161 1.05214 5.1541 3.59134 1.05346 1.56276 6.51947 1.9712 1.11045 30.5686 21.7942 21.272 8.77441 20.7274 1.05948 19.668 19.1132 19.1118 8.23398 3.15046 2.61854 1.59211 5.08352 3.06641 1.02643 1.02778 19.1106
internal_count=4633 988 955 307 86 648 561 505 87 221 66 51 3645 3084 3058 561 2961 105 2856 2798 2795 469 400 359 141 69 46 218 58 2793
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=16 15 6 6 3 13 16 15 17 16 10 13 19 16 19 10 0 12 6 18 18 6 6 4 10 2 3 3 15 7
split_gain=0.000184809 0.000192048 0.000736517 0.000568975 0.000535309 0.000501816 0.000308319 0.000305424 0.00112086 0.000525234 0.000924975 0.000366143 0.000208045 0.000215364 0.000517189 0.00121885 0.000529934 0.000507152 0.0181192 0.0018415 0.00527566 0.00215154 0.0032498 0.00193821 0.00138031 0.000803608 0.000897674 0.000848959 0.00067843 0.000630468
threshold=22.764946765650006 44.483611103700007 16.405383309150004 16.555386813950005 93.292185584700022 117.60660091645001 22.594947163200004 41.54912092575001 192.64609805285002 22.674946976100003 61.998532946250002 117.56358558635002 14.651182102100002 22.624947093000003 14.351157895250003 62.009286778800011 85.990333302400003 217.54417277160005 16.375382608200002 15.534793034950003 15.691153810300003 13.825323026450002 13.665319288000001 308.58584608000007 76.871083323950003 325.13486840910008 78.965392207550011 70.561272091750013 25.716185026400002 24.573979631000004
decision_type=2 2 2 2 2 2 2 2 2 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 -6 9 11 12 -11 -9 13 17 -15 -16 -17 -1 19 -19 -21 22 23 -22 -25 26 28 -27 29 -26
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 15 16 -18 18 -20 20 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-3.5993496424120736e-05 0.0017402955991390621 -0.0041451206456658346 0.0032812475526346053 -0.0032383641660408413 0.0025774221201148306 -0.0029957439445675808 -0.00024788274584759375 -0.00087934471902942606 0.0049694246205287777 -0.0052039585262227649 0.0007348405751114828 0.0016723843058022297 0.0020047421280655498 -0.00019492409310649579 0.0057969950594234845 -0.001137567389395133 0.0020795177314712572 -0.0011451674786637747 -0.095270058049786555 0.094708241867431625 -0.10003795854727958 -0.10004445035156224 0.10002118350105021 -0.10003773051286491 0.047819909271870874 0.017792015065167577 0.077709249481150697 -0.1000110115892404 0.075264632275494237 -0.022064496950802402
leaf_weight=26.79814541408545 0.60206318598511543 0.5320935418009104 0.51986380715970959 0.51398207810191099 0.51857871041386316 0.5247276241235922 1.513680302785616 1.5157474744413679 0.57838055106727715 0.52560434325277927 0.52344146170798922 0.89396284101530898 0.52557512997736822 4.0490705718193558 0.5490648758132014 1.0111859062453734 1.0372707642673047 1.0362897703901914 0.020540118078620107 0.0078027166351545265 0.0020630811588944189 0.0020016751276443747 0.003254199225921183 0.0011750773786758381 0.001744989048034995 0.0012830812254209798 0.0024852532819750204 0.0011692071547564353 0.0012917000805479084 0.0049611554945774294
leaf_count=2618 120 101 11 21 20 66 85 25 83 28 32 32 31 42 26 22 46 392 139 21 16 25 6 29 26 108 16 71 25 350
internal_value=3.46132e-07 -2.38937e-05 -0.000673022 -0.000158523 0.000355959 -0.000238784 0.00047306 4.45654e-05 0.00101617 -3.58446e-05 -0.00224068 6.73047e-05 3.01341e-05 7.964e-08 0.0005116 0.00161294 0.000491458 -0.000121848 -0.00224028 -0.000446944 0.0243053 -0.00132924 0.00884157 -0.00950424 0.00373264 0.0131594 0.0252145 -0.0383744 0.00890229 -0.00388005
internal_weight=43.8185 43.2164 4.12293 3.59083 3.07685 2.55699 2.03226 39.0935 2.98809 36.1054 1.04905 2.40971 35.0564 34.5308 6.64659 2.59752 2.04846 27.8842 1.08606 1.06552 0.0292321 0.0214294 0.0194277 0.0161735 0.0141105 0.0129354 0.0104831 0.00245229 0.00799784 0.00670614
internal_count=4633 4513 304 203 182 171 105 4209 140 4069 60 57 4009 3978 136 94 68 3842 1224 1085 693 672 647 641 625 596 417 179 401 376
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=16 6 5 10 6 19 10 17 17 19 3 5 6 6 5 8 14 16 7 16 19 18 12 2 17 6 12 0 16 7
split_gain=0.000149926 0.000167764 0.000285871 0.0116784 0.00251521 0.00221824 0.000279678 0.000692914 0.000338369 0.00158727 0.000417037 0.000299495 0.000289277 0.000315716 0.000728847 0.000638865 0.000261045 0.000257991 0.000581111 0.000411666 0.000746636 0.000249668 0.000238905 0.00428093 0.00212907 0.00566832 0.00309301 0.00390421 0.00410553 0.00154879
threshold=22.764946765650006 16.485385178400005 24.310960779100004 62.009286778800011 16.495385412050002 13.851117550450002 62.041548276350007 196.70927211395002 192.44445991605002 14.351157895250003 93.216908757050007 23.058899572400005 16.455384477450004 16.425383776450001 22.825270530250005 8.3434888241000014 129.42733769190002 22.594947163200004 23.493869161500005 22.624947093000003 14.551174033150001 13.317304170000002 226.26044291545003 210.71970372160004 198.90226058785004 15.695366719750002 386.53797981375004 96.870523356300012 22.664946999500003 26.709562027450005
decision_type=2 2 2 2 2 2 2 2 2 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 17 4 -4 -6 7 8 9 10 -1 -12 13 14 16 -15 -8 18 -3 20 -19 -21 -18 -24 -25 26 27 28 -26 -29
right_child=-2 2 3 -5 5 -7 12 -9 -10 -11 11 -13 -14 15 -16 -17 22 19 -20 21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=0.0025042961804201745 0.0015684454472144468 0.0034530278161509147 0.068699906942353145 0.00030724732581358517 5.8862136698357234e-06 -0.10041618735719569 -0.024571789642705132 0.004153841547980929 -0.00062528876976278075 0.0057899471681714101 -0.0013807077319386251 0.0014036220143060535 -0.0023763022180795521 0.00015213395731156145 -0.0037763634011659351 0.0041861237625709577 -5.9579041764901806e-05 -0.0036122204580747875 -6.2143034344496883e-05 0.00021283585844686346 0.00019212834541879238 -0.0012459010065222305 0.05480168749032624 -0.0011811531419747986 -0.091186288973409135 0.069390203973393946 0.083831391500999233 0.054128830090243142 0.035171095436364173 -0.023970220680520102
leaf_weight=0.51705827967441198 0.60127139056612477 0.55675156692132199 0.0011030273788608823 0.51408957717697257 0.0025474392926145102 0.016110802164758242 0.0043261942846751769 0.53756265684835458 2.0276013821080312 0.57304998641381732 1.5242753623944265 0.51747123353516533 0.51874843457744546 1.5103877784385979 0.52618370825485072 0.53047460282582637 21.200896782302003 1.0576013890504312 3.028353084067021 4.9254690113994002 1.0071487485547548 1.5401917050767222 0.01495878921119298 0.51718086821506404 0.0092415876453626478 0.015893864663667046 0.0033685620536196828 0.0068960832440438935 0.0035626749668153943 0.0040191034580439045
leaf_count=10 120 101 6 68 377 110 8 77 48 80 28 58 24 87 165 16 2023 32 55 83 9 29 40 480 73 35 64 68 11 248
internal_value=2.39584e-07 -2.15809e-05 -0.000327854 -0.00259256 -0.078031 -0.0867054 0.000105178 0.000737169 0.000381187 0.00103279 -3.25846e-05 -0.000675032 -3.96153e-05 1.01704e-05 -9.87509e-05 0.00120068 -9.90477e-06 -0.000228064 0.000483748 -0.000527219 -0.00175653 -0.000134651 -5.02512e-06 0.00200601 0.00059614 0.0219815 -0.00583555 -0.0185698 -0.0560284 0.0253718
internal_weight=43.8138 43.2125 12.6494 0.533851 0.0197613 0.0186582 30.5632 5.69702 5.15946 3.13185 2.5588 2.04175 24.8661 24.3474 22.3065 2.04086 21.7803 12.1155 3.5851 8.53041 2.06475 6.46566 21.776 0.575122 0.560163 0.0429819 0.027088 0.0237194 0.0128043 0.0109152
internal_count=4633 4513 870 561 493 487 3643 301 224 176 96 86 3342 3318 3215 103 3050 309 156 153 41 112 3042 1019 979 499 464 400 84 316
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=15 5 19 16 0 8 16 3 6 13 2 7 7 9 3 7 16 15 8 15 15 2 13 18 6 3 17 7 9 15
split_gain=0.00014506 0.000467884 0.00029597 0.000127351 0.000164198 0.000429738 0.0011553 0.0152319 0.00874213 0.0056858 0.00319578 0.00920406 0.00686872 0.00181484 0.00167316 0.00119398 0.000440234 0.000403413 0.00150153 0.000605054 0.00101457 0.000477262 0.000250951 0.000241477 0.00043209 0.000912492 0.000333272 0.000298103 0.000453749 0.000364985
threshold=46.723315192750007 25.361845021250002 14.651182102100002 22.764946765650006 86.09518316945001 8.543332867800002 22.644947046300004 93.668569722950011 16.475384944750001 117.39690118230001 159.92742394165003 22.502236473750006 22.276766275150006 194.03220695150003 93.794927255050013 20.714163848350005 22.634947069650003 40.856592954650004 8.543332867800002 39.864684991950007 39.203018015350004 195.72231170465002 117.54207792135001 13.063922652800002 16.545386580300001 92.122706297950018 162.04221493815001 22.995234593000003 188.55070358395002 37.882159664350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 13 11 12 -10 15 -11 -9 22 19 -19 20 23 -20 -7 -6 26 -26 -25 28 -28 -29
right_child=1 -3 -4 -5 17 16 -8 8 10 14 -12 -13 -14 -15 -16 -17 -18 18 21 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.084061042241252826 -0.0034117597108314734 0.00027857301804177874 0.0023387069014444198 0.0014732418367592547 0.00091287205857080349 0.0018235826556405048 -0.00042393567981771581 0.026752874504584818 0.075722710701099871 -0.10034596514687462 -0.00057435536791342382 0.10009697569729148 -0.08684494135043333 0.10004117734872067 -0.047295233490906863 -0.10003434599371275 0.003134009069974623 0.0056183979902610266 0.001483625314179579 -0.0023967185604399084 0.0043740721423879735 -0.001574829285334286 -0.00073986191372336831 -0.051315266210222116 0.00088119866808597416 -0.0050162304974725822 0.00041338921282285879 -5.4266650026195107e-05 -0.0037209405037925006 0.0015297015788312599
leaf_weight=0.023501764687807403 0.5152708816147874 1.0309884187752594 0.55040388340421387 0.58215498483059391 2.5319204607297925 0.51039371163206837 3.9033674434567729 0.0023754308593603411 0.0041110358876046416 0.013043943210504949 0.50935674868322722 0.011602793703787029 0.007066416583256796 0.0024189257528632879 0.010923794308837387 0.0010806648144703083 0.53352166194053996 0.6087460434125832 1.0238325406899096 1.0402672318240664 0.53454005147273065 1.0170459072751326 1.5168454110807941 0.0012669727724688986 0.51942427277837555 0.53013911935704527 0.52747804727502046 23.661879122585965 0.53442183684092015 1.5500240118380606
leaf_count=27 72 106 70 83 56 47 89 77 328 10 161 6 6 2 31 94 27 120 21 57 29 28 30 192 32 25 295 2423 37 52
internal_value=1.43431e-07 -0.000951183 3.49491e-05 4.55077e-06 -1.62368e-05 -0.00045555 -0.00104526 -0.00518757 -0.00188911 -0.0545564 0.00106452 0.037709 -0.027053 0.0336064 -0.076167 -0.0128914 0.000578168 7.46346e-05 0.00125961 -2.52571e-05 5.59165e-05 -4.05168e-05 -9.44689e-05 -2.13941e-05 -0.000107964 -0.00209762 -2.84867e-05 -2.60135e-05 -0.00166729 4.31155e-05
internal_weight=43.8094 1.54626 42.2632 41.7128 41.1306 7.04961 4.48885 0.585482 0.56198 0.0298428 0.532137 0.0227802 0.0111775 0.00587502 0.0239677 0.0034561 2.56076 34.081 2.64962 31.4314 30.3911 2.04088 2.02724 29.8566 27.3246 1.04956 26.2751 26.2738 1.0619 25.2119
internal_count=4633 178 4455 4385 4302 935 831 742 715 214 501 340 334 173 41 171 104 3367 169 3198 3141 49 77 3112 3056 57 2999 2807 332 2475
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=15 5 19 13 19 16 6 13 10 2 15 18 17 15 10 16 13 7 13 15 8 6 16 4 16 16 15 16 6 6
split_gain=0.000117363 0.00037796 0.000240168 0.000125067 0.000108289 0.000994703 0.000673375 0.00184198 0.000360847 0.000255877 0.008691 0.00322552 0.00250411 0.00370378 0.00263309 0.00236682 0.00583375 0.00171995 0.00150785 0.0014709 0.000658821 0.000735471 0.000853475 0.000617162 0.000589364 0.000552709 0.000536315 0.000266721 0.000192984 0.000729115
threshold=46.723315192750007 25.361845021250002 14.651182102100002 117.61735474900001 14.451165964200003 22.564947233300003 16.535386346650004 117.53132408880002 62.154463517850012 223.66947801700005 45.102215827400009 13.552878921100001 204.37664599445003 35.645792850250011 76.279622535200005 22.584947186600004 104.72350955535002 26.366329164100005 103.89008753490002 25.186533201700005 3.1475436881500003 5.0851188130000002 9.7049773055000017 389.25159675045006 22.614947116400003 11.949972055800002 20.152484759300005 11.214973774500002 16.465384711100004 16.505385645700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 9 -6 7 8 -7 28 11 19 15 14 -14 16 18 -16 20 -11 21 22 -13 -19 -15 27 -22 -23 -1 -30
right_child=1 3 -4 -5 5 6 -8 -9 -10 10 -12 12 13 24 17 -17 -18 23 -20 -21 26 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0001116501190832633 -0.0030638316282267323 -0.00085896629851562949 0.0021081033303303682 0.0013440842452438727 -0.0035100689763262779 -0.00067109471838893602 -0.00029816823525729614 0.0070567738513293184 0.0025412098740499999 0.013971651476477255 -0.089637426980499063 0.017383988636186284 -0.10005158689198904 0.051912114942578337 0.089410110770695092 0.00051800717790915086 -0.094331374338255142 0.023791589411069108 0.095632289286222416 -0.10010172042671102 -0.00097339460443250756 0.021987453835858178 -0.10000946721141933 -0.068203938656630117 0.10002350720687361 0.057947625733496426 -0.10002398874870749 -0.04422746895111726 -0.0028749206261851966 -9.3154639384394845e-05
leaf_weight=27.301633252665066 0.51634612993641971 0.51156309147006085 0.54959606583497489 0.51924167444681757 0.55924425986188353 1.0153891266883692 2.0848387312953491 0.57648074716689723 0.53339403533482244 0.0014924969450545436 0.011134838209727604 0.0013839541899893781 0.0024764767341158836 0.0049341847595911759 0.0023182378897672606 0.51033369111962656 0.0090568470848064742 0.0013520847743997422 0.0018188493413617843 0.0046584636825591219 0.0010648494553029417 0.0014966227882902139 0.0011208848128827498 0.0015830151944897786 0.0052609783597290516 0.0031380032947936343 0.0011232915321102155 0.0010249605898025038 1.068027833386658 7.9992143784945871
leaf_count=2370 72 68 70 38 86 25 83 110 69 72 32 138 41 38 18 23 53 43 7 61 48 35 141 170 13 36 32 16 46 579
internal_value=-8.65333e-09 -0.000855449 3.13133e-05 0.000250764 3.94495e-06 0.000452372 0.000978719 0.00223132 0.000435209 -5.39586e-05 -0.00216236 -0.000409383 0.000396732 0.0371584 -0.0150458 -0.000842922 -0.0335601 0.0250268 0.0116604 -0.0724224 -0.00309273 0.00996701 -0.0351481 -0.0258252 0.0767389 0.0299342 -0.0518214 -0.00492726 -2.11012e-05 -0.000420818
internal_weight=43.8017 1.54715 42.2546 1.0308 41.705 4.76935 4.2101 2.12526 1.54878 36.9356 0.566773 0.555638 0.549487 0.017925 0.00772981 0.531562 0.0212283 0.00525334 0.0121714 0.00615096 0.0103526 0.00816443 0.00250484 0.0029351 0.0101952 0.00565959 0.00218814 0.00252158 36.3689 9.06724
internal_count=4633 178 4455 106 4385 373 287 204 94 4012 1017 985 852 323 272 529 506 231 453 133 446 366 279 213 51 87 80 51 2995 625
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=16 15 6 13 15 5 3 14 19 15 10 6 5 16 16 10 17 8 12 9 10 9 17 6 4 0 19 18 14 5
split_gain=0.000102883 0.00012805 0.000505209 0.000484529 0.00026732 0.000657572 0.00114865 0.000334675 0.000633975 0.00206396 0.000524327 0.000581348 0.000371809 0.000586132 0.000309837 0.000696674 0.000279118 0.000261098 0.00138327 0.000786809 0.00058181 0.000562016 0.000198386 0.000194205 0.000192464 0.000528558 0.000634611 0.000698437 0.00033887 0.00105747
threshold=22.764946765650006 44.483611103700007 16.405383309150004 117.60660091645001 37.491361913600009 20.911722254300006 92.695347879750017 279.85995519795006 14.351157895250003 40.292677025400003 62.025417527550012 16.375382608200002 22.665750084250003 22.584947186600004 22.694946929300002 62.014663695050011 162.04221493815001 8.543332867800002 66.834523482800009 210.61272793875003 62.025417527550012 200.77913281735002 190.78889055330004 16.505385645700006 161.08698257945002 96.870523356300012 13.251069136700002 13.758874730250001 178.81552749445004 16.904667913650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 23 5 16 -7 8 12 -10 -9 -12 13 -6 15 -11 -1 18 -18 21 -20 -19 -21 -4 25 26 -22 -28 29 -26
right_child=-2 2 3 -5 7 6 -8 10 9 14 11 -13 -14 -15 -16 -17 17 19 20 22 24 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.048393735272802697 0.0013002898397990736 -0.0034193538895378977 0.0021081192081214869 -0.0028596385540069391 0.00046852046252047271 -0.0054722738488458813 -0.00063090890799915515 0.0016738663338991646 0.0070705242017653873 0.0044070932570752742 0.00016758239067074933 -0.0045066030179614766 0.0013617978390355065 -0.0020037461004534232 -0.00093816094954462517 0.00023346921970535564 0.06132649285507509 0.0011368993903833001 -0.0033542627371670971 0.00016193622032604913 0.0018334263324034572 0.0051017241411071921 -0.0022259929155738351 3.9409897257797827e-06 -2.9301219011128599e-05 -0.0035961141533777524 0.00016418513659613774 -0.0043239979933540748 7.2753407921380401e-07 0.0049842510771062236
leaf_weight=0.0011873871293407437 0.60003511024410627 0.53357756233290032 0.53163719573010659 0.54752505859804035 2.5359045195523322 0.55749524155690622 4.0515840152678244 0.537586241171084 0.60301666589657577 0.53907927592808924 0.53491983061662007 0.5294575605648788 1.52975361776771 1.5421397541358599 0.86698311279178586 1.549637382115179 0.0036728041595911467 1.029642850081099 0.51902723402364515 1.0031466038235519 1.0202216205955419 0.54769510191636062 0.53264059150934162 2.5071599362298684 1.5217009717152241 0.52035368708789054 1.0046298047527669 0.52945549131618475 14.884431387842593 0.58145935425091
leaf_count=186 120 101 88 88 36 135 793 40 67 29 131 29 25 26 12 45 7 29 24 13 44 58 73 27 57 38 33 44 2165 70
internal_value=-1.40024e-07 -1.8204e-05 -0.000548455 -0.000121319 3.77008e-05 -0.000123615 -0.0012165 0.00046177 0.000694825 0.00173878 -0.000871783 -0.00215752 3.23267e-05 -0.000466384 0.000651012 0.00131064 8.89317e-05 9.1361e-05 -3.77218e-05 0.000944897 -4.86725e-05 0.0025136 -0.000666244 0.000372067 3.68459e-05 -0.000691188 -9.94078e-05 -0.00138481 0.000168616 0.00135679
internal_weight=43.7968 43.1967 4.1199 3.58632 39.0768 28.3083 4.60908 10.7685 9.16651 3.55872 1.60196 1.06438 5.6078 4.07804 2.9557 2.08872 23.6993 23.6981 20.585 3.11313 20.5813 1.57734 1.53579 3.0388 20.0623 3.07466 2.55431 1.53409 16.9876 2.10316
internal_count=4633 4513 304 203 4209 3769 928 440 240 153 200 160 87 62 86 74 2841 2655 2482 173 2475 87 86 115 2451 159 121 77 2292 127
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=8 19 18 16 18 9 17 16 18 9 19 16 6 7 10 17 6 3 10 6 0 18 17 9 0 12 13 0 15 9
split_gain=0.000170803 0.000134249 0.000413876 0.000893738 0.000759894 0.000469066 0.00103868 0.000179485 0.000739974 0.00141117 0.000588453 0.000394589 0.000612669 0.00187074 0.000291062 0.000834047 0.000365235 0.000925882 0.000273794 0.000465717 0.00594539 0.0266114 0.011369 0.00862283 0.00291356 0.00121361 0.00120674 0.0025799 0.0220498 0.0257501
threshold=8.8430989333000021 14.451165964200003 13.602243858600003 22.534947303500005 13.511883313150003 192.39832633775004 188.27285108100003 22.574947209950004 13.552878921100001 194.43273554075003 14.351157895250003 22.624947093000003 16.475384944750001 23.393539929150005 62.079186690200011 194.56623159050002 16.435384010100005 93.017962855400015 62.165217350350012 16.245379570700006 93.308316333500017 14.390586827150001 199.24932835515003 197.47612518640003 91.886121982450007 66.834523482800009 109.58961877145002 95.988709089550014 28.579157549250002 213.03443802080002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 6 -3 8 9 -1 18 12 -9 -14 16 -16 17 -13 -10 20 21 23 -23 -20 -24 -22 27 28 -27 -30
right_child=-2 2 3 -5 -6 -7 -8 11 10 -11 -12 14 13 -15 15 -17 -18 -19 19 -21 25 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00057798653377796265 -0.0017338823593738718 -0.00073068260428374432 -0.00075282024618984224 0.0049325136103543612 -0.0023505822977666203 9.1012173978450446e-06 0.0055184935315953755 -0.00035645121391773583 -0.0022828688156283652 0.00617020232152133 -0.0033881759730806935 -0.00093594339143425833 -0.0072857887869788324 -5.8783305886183952e-05 -0.0041871656335902424 0.0014532450775871148 7.3360048271620671e-05 0.0050104682792167917 -0.099188767805684475 0.0014794872890782258 0.10003377568201531 0.081089628886697351 -0.075333636553733041 -0.017383230338414098 0.014235641568790085 0.00036338210887610283 0.0046368649883523436 0.0001191519304507539 -0.088391670135290437 0.063248984183912366
leaf_weight=2.5480715560699099 0.5608739216474693 0.51456989582914425 0.53084832087551981 0.57708982014398258 1.0230271866594858 2.6092780469575771 0.55053349707441157 5.0559485253335685 0.51289789812200837 0.54835461578386446 0.52855908682238251 0.51527548070589524 0.55484770371521097 1.0104864157701738 0.53523438420285507 0.51384739133573021 6.4778479328439875 0.53238716508349171 0.035380489864258347 2.0497795339743261 0.0012133468818927842 0.023953624350843583 0.0073428323114086425 0.020265306155124563 0.0071855327226444388 0.54391242733018685 0.54650845807282067 14.788629939767551 0.057361994946250938 0.013914572623980881
leaf_count=775 204 40 41 137 27 78 102 89 14 83 45 23 36 21 31 24 138 20 90 46 3 27 24 14 16 196 42 1940 274 33
internal_value=-1.15673e-08 2.24816e-05 0.000469918 0.00220849 5.98556e-05 0.000730974 0.00249941 -4.69167e-05 0.000134121 0.00156833 -9.79389e-05 -0.000311796 -0.000891686 -0.00262046 0.000135993 -0.00142445 0.000353525 0.00208582 -4.4817e-06 6.0097e-05 -0.000121225 -0.0251797 0.0387589 -0.0693965 -0.0310339 2.66409e-05 1.90333e-05 -0.000144802 -0.00649002 -0.0587885
internal_weight=43.7954 43.2346 5.80535 1.10794 4.69741 3.67438 1.0651 37.4292 22.2333 3.09643 19.1369 15.1959 6.62128 1.56533 8.57459 1.04908 7.52551 1.04766 18.6083 18.0954 16.0457 0.0941278 0.038482 0.0556458 0.0145284 15.9515 15.9503 15.4038 0.615189 0.0712766
internal_count=4633 4429 425 178 247 220 142 4004 3622 858 2764 382 146 57 236 55 181 43 2719 2705 2659 171 67 104 40 2488 2485 2443 503 307
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=8 0 5 6 18 16 18 0 18 18 2 13 10 12 17 15 17 7 6 15 6 10 5 16 8 5 17 5 2 7
split_gain=0.000138102 0.000129932 0.000692145 0.000489343 0.00119586 0.0191663 0.0080341 0.00153216 0.0031241 0.00124551 0.00227065 0.000249877 0.000239382 0.000232898 0.000467267 0.000266193 0.00191434 0.00265467 0.000757047 0.00675692 0.0093121 0.0159796 0.00507239 0.00390453 0.00108529 0.000461373 0.0028025 0.00079934 0.00197391 0.000426158
threshold=8.8430989333000021 97.491557184450016 16.546942136250003 12.255286342800002 14.830595894550003 15.454963859600001 16.622853636350005 98.51854819030001 17.370891598500005 15.288668002700001 172.99241708655003 102.21786657780002 75.499969677400017 82.846568806150017 183.32030055335002 34.563011034450007 172.68891404560003 22.276766275150006 14.825346391850003 31.445204138150004 14.995350363950001 66.859265246100009 18.057701168700003 20.834951278800002 8.543332867800002 21.191508333600002 180.19381692845005 20.911722254300006 103.92649527695001 23.822419043000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 -6 11 -11 13 14 -4 16 17 -15 29 20 22 23 -20 -22 -21 27 -27 -17 -29 -18
right_child=-2 3 12 4 5 -7 7 8 -10 10 -12 -13 -14 15 -16 25 18 -19 19 24 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0036380097714068245 -0.0015588575650592187 9.6172046047053161e-05 0.00065030577404591309 0.00019530287754719396 -0.10060722336286793 9.9042740822582117e-05 0.044090256839022263 -0.10004286294591747 0.047396187406344575 -0.072777818122090596 -0.010560217924562354 -0.10027774696093061 0.0021816212937055797 5.6492924865779394e-05 -0.0035959868869865582 -0.00020561918394607017 -0.0027290910340486176 0.099948547015425424 0.083965614614322587 -0.0027261301392221223 0.097413469556823604 -0.071785153705957783 0.023218891683109019 0.012453134443071898 0.0027296727336004281 -0.10021433763403205 0.00014317651193562249 -0.00019955776147163371 -0.0076212400433913492 0.00023470374241766872
leaf_weight=0.54279746127233508 0.56143009279150291 5.0588243210808921 0.51956686655521511 1.0067927538253139 0.021861225180202726 0.54525807467513232 0.0061023860471323133 0.0029349234549727043 0.0028161017864931637 0.0061297140226486135 0.0053707295110143596 0.0071680977707728744 0.51460064577338371 0.0062779597745298288 0.51702446567105653 4.5922586815680573 0.51814174164981164 0.0046169248303300492 0.02883894779370106 0.56179836655462612 0.010089745873384674 0.020118822581913776 0.026264155351213958 0.011660681439025211 1.0387775278068145 0.0027829894570484673 18.452063066062955 1.0149217033758757 0.55396518619721735 7.6189092969732428
leaf_count=206 204 1507 30 26 24 118 8 22 27 37 22 6 12 509 21 190 104 9 20 82 177 38 33 16 30 5 735 76 59 280
internal_value=-5.64596e-07 1.96783e-05 9.3705e-05 -0.000386442 -0.00190814 -0.00545161 -0.0632285 0.00918808 -0.0278465 -0.0844076 -0.0654376 -0.0876015 4.02838e-05 9.24178e-06 -0.00146763 5.36657e-05 0.000493128 0.0423877 0.000446717 0.00236762 0.0279993 -0.00755073 0.0550115 0.0518652 0.000814699 -0.000122103 0.000128043 -0.000871379 -0.00282011 4.59786e-05
internal_weight=43.7802 43.2187 36.5555 6.66326 1.60443 0.597641 0.0523832 0.0118534 0.00575103 0.0405298 0.0186685 0.0132978 36.0127 35.4981 1.03659 34.4615 9.84549 0.0108949 9.8346 1.69755 0.0969724 0.0418692 0.0551031 0.0217504 1.60058 24.616 18.4548 6.16115 1.56889 8.13705
internal_count=4633 4429 2632 1797 290 264 146 57 49 89 65 43 2426 2414 51 2363 1298 518 780 396 284 231 53 193 112 1065 740 325 135 384
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=3 6 13 13 13 16 19 18 7 7 19 2 7 9 12 9 18 4 4 2 17 14 5 12 17 15 9 9 4 17
split_gain=0.00079655 0.00339119 0.000843877 0.000928922 0.00096481 0.000807139 0.000546031 0.000443181 0.000284177 0.000629425 0.000120728 0.000427169 0.000118569 0.000182532 0.00122286 0.000520756 0.000764689 0.000335503 0.000614964 0.000523644 0.000327412 0.000671955 0.000433679 0.00040002 0.000653326 0.000340788 0.000307695 0.000571797 0.000968537 0.000630596
threshold=76.190903416900014 10.060235055750001 96.789869612400011 92.980324441600018 92.146902421150017 12.919969787500003 9.8507947922000021 17.370891598500005 27.840317790050005 24.142338514450003 14.651182102100002 241.49325970385004 26.168093931450006 201.65416293750005 79.204428604100016 203.42345995920002 15.835505265150003 284.07887079910006 342.02920059975003 179.45240498075 196.58703564235003 231.05614023745002 16.316541761950003 140.09856037195001 190.19286262750003 29.712811603950005 199.17419511990002 197.47612518640003 198.95919911430005 198.58733702675002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -8 12 -12 13 26 -15 16 -16 19 -19 20 21 23 -22 24 -17 -24 27 29 -29 -2
right_child=10 -3 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 14 15 17 -18 18 -20 -21 22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.055774074152597344 -2.3647311500061269e-05 -0.10011936495521315 0.069157015649385742 -0.080642730975697324 0.073226333746861175 -0.0914294770860231 0.069657924555571488 -0.021035839289207336 0.082619492505315695 -0.032458202537169238 0.002988141998059721 -0.0010392762956946634 0.00058261203592086658 0.051395187372904466 -0.0049360383206856467 -6.9240973426461e-05 0.0003677818654749104 -0.0042364289199920543 0.00054609271988556053 0.0030221943419204075 0.0030243470720617543 -0.0042387179141888474 -0.0016081070331485864 0.0021450748888388817 -0.0040411293328851293 0.00046814718598278779 0.00058960445477878448 -0.0052027877559346894 -0.0005697376851674749 0.0033600740734605707
leaf_weight=0.0012790458791142045 16.398302625837914 0.0041570945490629887 0.0017183535353524357 0.0014542593600808127 0.00170836549256137 0.0010475174124287001 0.0012360310550434406 0.0019625238531530975 0.0010254733508077152 0.0011797144070546661 0.55130252689150328 0.50422750253346749 3.0484959680510562 0.0045560393000386714 0.59110552683613338 2.0267530914901495 0.50328632032267251 0.54432124710795504 0.53130086280861311 0.53712706428018542 0.53131930171957709 0.52313697293925532 1.0170450363657435 0.52733814925386457 0.52047957560171187 3.5496291205954549 8.1599061284828966 0.54743182247329913 2.5671689122231953 0.56990070156331896
leaf_count=365 1781 120 24 88 31 108 30 271 23 80 70 10 230 14 114 105 17 180 139 40 50 47 45 25 88 81 175 31 87 164
internal_value=-6.00815e-07 -0.0217916 0.00402776 -0.00624634 0.00521625 -0.0098137 0.00297946 0.0168862 0.0385131 0.0197901 7.7504e-06 0.00106424 -1.83666e-05 -6.45728e-05 -0.000402176 -0.000422872 -0.00249693 -0.00020268 -0.00187411 -7.95877e-06 -0.000195129 -0.000925564 0.000320347 -0.000361833 -0.000880822 5.74414e-06 7.17872e-05 -0.000138609 -0.00138406 8.99997e-05
internal_weight=43.7709 0.0167684 0.0126113 0.0108929 0.00943867 0.00773031 0.00668279 0.00540374 0.00344122 0.00241575 43.7541 1.05553 42.6986 39.6501 11.4074 11.4028 1.09439 10.3085 1.07562 9.23283 8.6957 3.59771 5.09799 3.07457 2.54723 4.56667 28.2427 20.0828 3.1146 16.9682
internal_count=4633 1140 1020 996 908 877 769 404 133 110 3493 80 3413 3183 945 931 131 800 319 481 441 265 176 218 193 126 2238 2063 118 1945
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=6 14 16 13 7 9 8 19 3 3 8 16 16 17 17 8 16 16 5 7 15 17 13 15 15 17 13 12 12 16
split_gain=0.000115242 0.00355484 0.00291396 0.00102945 0.00136263 0.000814045 0.000558179 0.000125166 0.000546179 0.00123168 0.0130872 0.00576563 0.00629132 0.00341917 0.000820998 0.000724786 0.000409221 0.000301952 0.000292943 0.000875576 0.000206288 0.000825764 0.000793168 0.000199234 0.000579548 0.00107192 0.00042589 0.000409265 0.000341458 0.000374338
threshold=11.085259005300001 271.27218842140002 16.024962526700005 96.975373223400013 20.797746106000002 35.492207197950009 2.3481675133500004 11.750948102400001 81.699554126200013 77.709882260600011 7.5441126493500006 15.524963695900002 15.404963976500001 199.59317753375004 207.48293496715004 8.0437227585500022 14.224966735800002 14.854965262600002 16.546942136250003 24.673428656250003 24.089489904150003 183.32030055335002 104.19926021995002 26.912781836550003 28.579157549250002 197.70480304825003 104.55682515125001 58.770113158150004 94.177001085000015 18.764956119400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -6 16 9 -9 -11 12 13 17 -13 -16 -2 -12 19 -10 21 -20 -22 26 25 -25 -24 -26 -29 -30
right_child=7 -3 3 4 6 -7 -8 8 18 10 11 14 -14 -15 15 -17 -18 -19 20 -21 22 -23 23 24 27 -27 -28 28 29 -31
leaf_value=-0.0040543799575075952 6.3959313875190814e-05 -0.0003648220945559322 0.093683444520459236 0.07859021539176636 -0.014245815540086117 -0.10016635391213635 -0.1000282397972284 0.00022593970990476822 -0.0012300708690386707 -0.0006319319883203615 -0.10014838414444011 -0.10014982831350089 0.047553821438587343 -0.0020562617733315808 -0.028516910651834305 -0.10005247775810351 0.0032202403838618326 -0.06895287329222026 5.9461198925441405e-05 0.0045449618802731427 0.0039459533950413732 -0.004388270160445254 0.00072310742212837518 0.0054640066335614615 -0.055850689692895916 1.2775016049006576e-05 -0.0033510356906527499 -0.0025038858731541848 -0.0026019901097972171 5.5159276108250201e-05
leaf_weight=0.0010015508939491546 2.0184292072118071 1.0159830421067573 0.0010720738228258151 0.0011207897441636305 0.0018224346407088587 0.0073359080787285258 0.0012993580945703798 1.0085482243193542 0.51692764968902227 0.49898412107268075 0.0068776890527999512 0.01787006882022979 0.0087967881518125068 0.007895517841916444 0.0035408514418122641 0.0023605498022334359 0.5157361958294423 0.005653178843203932 2.0210598729021632 0.53346765278274688 0.52090018113085435 0.52608140883173637 0.50239333510399808 0.55533624209045385 0.0013136877969434071 1.029323402084344 0.52440274666310327 0.55002777503796352 0.53946995499320394 30.823703422259992
leaf_count=92 330 972 15 8 78 260 23 63 24 16 34 63 11 22 36 21 38 10 307 39 15 54 2 99 8 31 254 96 276 1336
internal_value=-5.17154e-07 -0.00104594 -0.0517347 0.00613099 -0.015993 -0.0886207 -0.0499503 2.46684e-05 -1.82959e-05 -0.00185245 -0.00564998 -0.0528986 -0.0231497 -0.0535987 -0.0894702 -0.057131 0.000706304 -0.0860748 5.57703e-05 0.00170291 9.74831e-06 -0.000859164 7.28993e-05 1.44657e-05 5.65223e-05 0.00192313 -0.00135763 -3.6161e-05 -3.38634e-05 9.45433e-06
internal_weight=43.7687 1.02964 0.0136521 0.00531466 0.00424258 0.00833746 0.00312179 42.7391 40.2049 1.56053 0.551979 0.0529946 0.0292232 0.0204264 0.0237715 0.0059014 2.53417 0.0125309 38.6444 1.0504 37.594 2.54714 35.0469 34.526 33.4992 1.58466 1.0268 31.9145 31.9132 31.3632
internal_count=4633 1448 476 124 109 352 101 3185 2817 276 213 197 77 66 120 57 368 44 2541 63 2478 361 2117 2102 1846 130 256 1716 1708 1612
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=18 18 7 7 12 9 9 16 7 15 7 15 17 9 18 19 2 15 6 6 16 7 16 15 9 7 7 5 9 9
split_gain=0.000115761 0.000512264 0.000757683 0.000276993 0.00132094 0.00511912 0.0120745 0.00560033 0.00351643 0.00320561 0.00199662 0.000773406 0.00112578 0.000652602 0.000766066 0.0006725 0.0158153 0.000916085 0.000429575 0.000424452 0.00109723 0.000723065 0.000552055 0.000415419 0.000958266 0.00030978 0.000350101 0.000267416 0.000267602 0.000653286
threshold=13.055593598800002 12.98549864095 22.791048179400004 23.109894804950002 127.48316811305001 195.13041324455003 201.40496258350001 22.604947139800004 22.721067571950005 32.548041893900006 22.958251375150002 31.028113015250003 174.47088669260003 195.13041324455003 13.063922652800002 14.351157895250003 127.74713841330002 40.957632625650007 16.525386113000007 16.525386113000007 22.594947163200004 23.156313609200001 22.674946976100003 11.870705757150002 38.778344353800001 22.650953015950005 22.532843451200005 20.389142059250002 195.46053662500003 186.16747084260001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 4 5 7 -7 9 -9 10 11 12 -2 15 -15 16 25 -17 -19 21 -21 -5 23 24 -23 26 -6 -1 29 -29
right_child=3 2 -4 19 13 6 -8 8 -10 -11 -12 -13 -14 14 -16 17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0014588054733650573 0.091316627351728574 0.005004665800129697 -0.00036638512395051575 0.0037741610116644752 -0.04775158355220812 -0.073949065959810351 0.049131302265851856 0.035675982316439689 -0.035982211535482582 0.10002617554971303 -0.032916419198516532 0.10004614185944466 -0.048800535159201977 -0.00047552336977520389 -0.0058997697387755781 0.0040473540074129405 -0.00017501409763934515 -0.0030927068522011089 0.00044578314897975854 -0.00013484272808226246 -0.0051657677020608824 0.025014409070815993 0.0032513136888258501 7.5063660922671975e-06 -0.087091099564882965 -0.10036316852391124 -0.10035876556239523 -8.0682757345467316e-05 0.001782360649742175 -0.0037057819506806471
leaf_weight=1.0245560420940503 0.0011426175000949224 0.54341841181475803 0.50833226055243586 0.53357879297577326 0.0027904988874997141 0.017955635397033376 0.014333291402774728 0.014437330559303518 0.013027488515945151 0.013392929016845301 0.0037537013995461166 0.0026887474814429879 0.0011510749329186609 0.50314450750010997 0.53960099243171911 0.53754504879725629 0.51776790316662469 0.51825101131270845 1.0150719562234369 2.0276057293194749 0.55140645730489257 0.0013848266361128061 0.53278267360837972 29.80683787098064 0.001696677594692525 0.014053183863843799 0.002314106411807515 3.3866181468857088 0.52857882137856638 0.58265037105905459
leaf_count=35 18 81 13 28 71 14 29 37 11 24 5 2 37 8 56 26 307 50 18 46 62 214 54 2404 245 11 3 577 96 51
internal_value=-8.1036e-07 0.000386013 0.00240873 -6.91942e-05 -0.000886288 0.0116749 -0.0193128 0.0318499 0.00168609 0.0692867 0.0221617 0.0636567 0.0209997 -0.00116804 -0.00328247 -0.000322568 -0.00347633 0.000495125 -0.000750198 2.19644e-05 -0.00121048 0.000124907 6.07349e-05 3.71072e-06 -0.0367109 -0.0926993 -0.0716004 7.83922e-07 -0.000331336 -0.000612812
internal_weight=43.7619 6.57415 1.05175 37.1877 3.73242 0.0818828 0.0322889 0.0495939 0.0274648 0.0221291 0.00873614 0.00498244 0.00229369 3.65054 1.04275 2.60779 0.536926 2.07087 1.53332 33.4553 2.57901 30.8763 30.3427 29.8099 0.0030815 0.0191578 0.00510461 5.5224 4.49785 3.96927
internal_count=4633 853 94 3780 727 177 43 134 48 86 62 57 55 550 64 486 392 94 68 3053 108 2945 2917 2863 459 85 74 759 724 628
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=16 15 6 13 15 17 16 10 13 18 19 0 4 17 13 7 9 4 3 7 8 10 15 5 14 4 6 5 4 14
split_gain=0.000138816 0.000121352 0.00052673 0.000387485 0.00027367 0.00104607 0.000441613 0.000629283 0.00034905 0.000201274 0.00135121 0.00187635 0.00104986 0.000989305 0.000582938 0.000496334 0.00731129 0.00450405 0.000205243 0.000306619 0.00155846 0.000681259 0.000222851 0.000314344 0.00110952 0.00151905 0.00031123 0.000271643 0.000197334 0.00520569
threshold=22.764946765650006 44.483611103700007 16.405383309150004 117.60660091645001 41.54912092575001 192.64609805285002 22.674946976100003 61.998532946250002 117.56358558635002 13.304953393500002 14.351157895250003 85.990333302400003 141.79569928155004 186.51219468755002 117.57433941890001 23.032419884600003 189.34276022045003 196.82258699960002 93.216908757050007 23.445318439400001 8.543332867800002 62.079186690200011 39.324897478350003 21.950234501100002 144.12207640715005 143.58239362595003 16.525386113000007 21.701709660250007 285.22127102665007 300.29716420680006
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -8 -6 10 13 14 -11 -1 -12 16 -14 -18 19 20 21 -17 23 24 -21 -26 27 28 -27 -30
right_child=-2 2 3 -5 5 -7 7 -9 -10 12 11 -13 15 -15 -16 18 17 -19 -20 22 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00019186861972735961 0.0015089807036351016 -0.0034704395304593484 0.00033964039581535553 -0.0025487239027145274 -0.00088759973392675106 0.0047800687352147963 -0.0044994048353744738 0.00039721983750728952 0.0016048879716920852 0.055670497642553031 -0.0018520995367323776 0.0076698938720425429 -0.00025623257874763321 -0.004323652114088865 0.0028633209338910942 0.0017724384729744691 -0.021065845902096095 -0.10022916646782079 -0.0010197468153964851 -0.10009527066474984 0.0057862904810941345 -0.0033190521259003018 -0.0020965980743638804 0.002434491041209884 0.10005160735589945 -1.2079471115390371e-05 -0.0025106131341511208 -0.0023034538859434072 0.038948315692966376 -0.0005658424336563413
leaf_weight=4.5586592000275736 0.60067855573765783 0.53322917548168725 3.0380752733863123 0.5482844917939057 1.5145335577585424 0.57629786394422389 0.52776206706039264 0.52208212490950245 0.89320641188533034 0.0033749994763628824 0.51986115296017466 0.5661000211839563 0.51279518998403961 0.54298464074440289 0.52889236182090826 0.50938973389566367 0.019386705319955233 0.01142125210323286 2.0144378413739963 0.0011088827159316797 0.53213911349303078 0.54286738689030933 0.52560358014283437 0.51265650866067147 0.0015154392458559532 21.501006821033222 0.51127607895978044 0.5073119792577917 0.035520354202683957 0.54329662264495227
leaf_count=721 120 101 115 88 25 83 28 32 32 6 42 69 317 43 25 4 34 19 26 2 22 155 60 20 1 1340 15 7 150 931
internal_value=-7.40102e-07 -2.1754e-05 -0.000537945 -0.000101934 3.27219e-05 0.000953051 -4.34552e-05 -0.00206434 3.70458e-05 1.71595e-05 0.000509264 0.00303029 -9.96941e-05 -0.000288733 0.000525914 -0.000106349 -0.00309883 -0.0504136 -4.77037e-05 2.84176e-05 0.00137602 -0.0008543 -6.00334e-05 -1.47026e-05 -6.9055e-05 -6.42533e-05 -7.08217e-05 -1.55953e-05 3.69712e-05 0.00185903
internal_weight=43.7558 43.1551 4.11959 3.58636 39.0355 2.98404 36.0515 1.04984 2.40774 35.0016 6.7165 1.61485 28.2851 5.10164 1.04875 28.2817 0.543603 0.030808 27.7381 25.7237 1.5844 1.05226 24.1393 23.6137 23.101 23.0999 23.0984 22.5871 22.0798 0.578817
internal_count=4633 4513 304 203 4209 140 4069 60 57 4009 900 136 3109 764 67 3103 370 53 2733 2707 181 159 2526 2466 2446 2444 2443 2428 2421 1081
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=19 14 8 13 2 5 9 2 15 15 18 3 7 13 10 2 5 5 2 2 17 6 5 8 13 5 2 15 4 14
split_gain=0.00013254 0.000408451 0.00192873 0.00229058 0.000269885 0.000134553 0.0029424 0.00280267 0.00142466 0.000331595 0.000149255 0.000572834 0.000452651 0.000376247 0.000425106 0.000442598 0.000759555 0.000341971 0.00025575 0.000281493 0.000418314 0.000223167 0.000636537 0.00128178 0.000590375 0.00145507 0.000327689 0.000470199 0.000160765 0.00191089
threshold=14.651182102100002 144.12207640715005 8.3434888241000014 114.57939706160001 241.49325970385004 25.546339592900001 199.17419511990002 310.93569142660004 47.836606606600007 46.723315192750007 13.055593598800002 93.733092718100025 22.626138143200006 117.69263157665002 61.987779113750001 184.20633225945002 23.058899572400005 24.225659292200003 111.53582144370002 86.916594916350007 182.02915412410002 16.455384477450004 21.363989181350004 8.543332867800002 117.55283175385001 22.382820633700003 153.89888490650003 43.376643616500012 147.36370056065002 156.96193988595004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -7 8 -8 10 12 13 18 14 15 -12 -17 21 19 -3 -21 24 23 -23 28 -26 -24 -28 -16 -30
right_child=4 5 3 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15 17 16 -18 -19 -20 20 -22 22 26 -25 25 -27 27 -29 29 -31
leaf_value=0.033324303991904052 0.0026400753965191582 0.00031901114118909255 -0.084215003548364017 0.0056346330874104374 -0.00056122899581192759 -9.8096922835712162e-05 0.035566510122518498 0.069328742147491171 -0.030153145428073003 -0.0025518194130364261 -0.0040736740059815965 -0.0032890182594495082 0.0023367137516138838 0.0018417563238358995 0.0017380530044798174 0.0021739151317758821 -0.0032012914905898918 0.0025327187901883937 0.002141688315986069 4.7777855072978589e-05 -0.0034559648331839812 -0.0063038128599923852 0.00095360744153910799 -0.00025666760818027283 0.0060531595032900787 -0.0014200768704343636 -0.0019548583403867495 0.00036853041869647392 -0.028155711501851671 -3.1245804348222735e-05
leaf_weight=0.0054417257423854384 0.54971256120347678 3.5349548357513498 0.0056494190953344514 0.005700220244762022 0.50551766372518614 0.51159377609481893 0.0066225015194021353 0.012198494935546478 0.0065718282683775442 0.51988887758739721 0.5249195983633389 0.55174957078794662 1.0441404783405301 1.0295006173982972 0.50770784573980421 0.52487458347286498 0.52667599292396972 0.51631811577317321 0.53537701313173602 0.85595224810600601 0.56612418607892323 0.53563465600473215 2.040486500118277 1.0142352298200394 0.53448773917625547 0.5083118258335162 1.5354185369092195 2.0130270838271827 0.024184079664506863 22.700092452571905
leaf_count=22 70 108 12 28 10 530 29 22 14 78 13 145 38 18 7 26 18 18 93 79 17 44 28 40 33 17 40 12 29 2995
internal_value=-6.68132e-07 -2.80296e-05 -0.0156215 -0.0390891 0.00110646 -2.18949e-05 0.00155106 0.0347769 0.00283288 -4.1937e-05 -1.05884e-05 -9.23198e-05 0.000428139 -4.1249e-05 -9.91053e-05 -0.00170213 -0.000518292 -1.99592e-05 6.53067e-05 -0.00015895 -0.00134705 -6.19154e-05 -0.000553413 -0.00234656 8.26256e-05 0.00241034 -5.6154e-05 -0.000636804 -2.18569e-05 -6.1177e-05
internal_weight=43.7531 42.6978 0.0167914 0.0113496 1.05523 42.681 0.536987 0.0253928 0.0131943 42.1441 41.6242 35.0876 6.53655 34.5359 33.5064 1.57647 1.05155 31.9299 5.49241 4.95703 1.42208 31.4136 7.1388 1.54987 24.2748 1.0428 5.58893 3.54845 23.232 22.7243
internal_count=4633 4553 62 40 80 4491 595 65 43 3896 3818 3483 335 3338 3320 57 44 3263 297 204 96 3245 164 84 3081 50 80 52 3031 3024
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=16 19 2 15 16 3 6 13 13 13 13 10 10 7 4 9 15 17 16 2 5 10 7 16 12 17 18 18 7 6
split_gain=0.000162965 0.00013666 0.000236314 0.000139133 0.000670398 0.00060063 0.00297673 0.000668458 0.000785563 0.000815637 0.000500335 0.000493057 0.000476143 0.000474552 0.000464591 0.000286368 0.000236362 0.00115164 0.00035045 0.000783265 0.000234151 0.000277288 0.000234041 0.000214416 0.000404116 0.00422167 0.01215 0.00386689 0.00501355 0.00192881
threshold=22.764946765650006 14.651182102100002 108.01392853780001 44.483611103700007 22.604947139800004 76.190903416900014 10.060235055750001 96.789869612400011 92.980324441600018 92.146902421150017 89.208417684550014 90.937096262400004 84.92839234085001 23.276000438150003 377.6847677435 198.73585755510001 41.54912092575001 192.64609805285002 22.674946976100003 108.01392853780001 24.225659292200003 62.009286778800011 22.650953015950005 22.624947093000003 217.54417277160005 199.39473800005004 14.881594619900001 12.880535946600002 22.040683815500007 13.705320222600003
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 7 8 9 10 11 12 -1 -6 -14 -15 18 22 23 -20 -5 -22 -18 24 27 -26 -27 28 -7 -28
right_child=-2 2 -4 4 13 16 -8 -9 -10 -11 -12 -13 14 15 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.023538928071812563 0.0016343898875980632 -0.000454421260467372 0.0025564331126022299 -0.00052429482152341496 -0.0046421307139991276 -0.021458671678241201 -0.10009497707526607 0.065029613835483044 -0.076922397337531839 0.069756581205222365 -0.061114392177655713 -0.044788400166703712 -0.0086946875656067138 0.00074240221425697476 0.075199610356299879 -0.0025682813176505261 0.00076801816903216324 0.0049187247303730539 0.00091266344903677974 -0.0045524430702398554 -5.0986356508634974e-05 0.0032418133521412741 -0.0012247299206702342 0.00050589691295581331 -0.00079063114420006072 -0.086049453872759571 -0.019614464070613832 -8.1677551096519721e-05 0.086629127549626997 0.047113410635121838
leaf_weight=0.0015452930174463392 0.60130731755361821 0.50273102337086928 0.54142811717201766 1.0141843403186168 0.52715540432622487 0.0068832926951561948 0.0035486299954126119 0.0015707167498248973 0.0013237206956375766 0.0016235248179441442 0.0014531820615166779 0.0015199429861518648 0.0010259732272182021 0.50731666369574646 0.0018509959123775843 0.53870315904231347 1.3726295431770257 0.56798594040664419 0.51693475123465649 0.53228049839526648 0.50401327404719609 0.51917696163158866 1.0328388762879823 6.6408027802472125 1.0313313517387233 0.021137298839137619 0.0066330543065333805 26.726233530302693 0.011396205593676711 0.012486414170029714
leaf_count=89 120 10 45 36 121 430 120 24 88 31 139 550 62 11 37 78 21 76 20 37 17 30 33 136 428 78 106 1583 12 65
internal_value=-5.22118e-07 -2.33052e-05 0.0011068 -5.13302e-05 -0.000644884 4.34083e-06 -0.019701 0.00424598 -0.00498512 0.00557323 -0.00851707 0.00434574 0.0212333 -0.00219558 0.0452816 -0.000962609 1.22589e-05 0.000868694 -5.94632e-05 -0.00185986 0.000552498 0.00161981 -8.76105e-05 -4.64106e-06 -0.000126527 -0.00203071 -0.0338 -5.02307e-05 0.0459278 0.0239637
internal_weight=43.7511 43.1497 1.04416 42.1056 3.61055 38.495 0.015462 0.0119133 0.0103426 0.00901891 0.00739539 0.00594221 0.00442226 1.57318 0.00287697 1.04602 38.4796 2.97345 35.5061 1.04922 2.03737 1.02319 2.40547 34.4569 27.8161 1.07159 0.0402568 26.7445 0.0182795 0.0191195
internal_count=4633 4513 55 4458 293 4165 1140 1020 996 908 877 738 188 210 99 89 3025 130 2895 57 83 47 54 2838 2702 677 249 2025 442 171
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=17 3 6 17 9 7 8 5 7 18 5 16 6 6 5 17 16 8 17 7 5 8 15 19 9 9 17 6 0 9
split_gain=0.000345303 0.000512058 0.00272367 0.000584457 0.000997817 0.000684139 0.000637586 0.000466695 0.000906804 0.000590143 0.000397989 0.000141747 0.000151117 0.000197551 0.000628497 0.00997213 0.0112586 0.00780077 0.00576927 0.00352744 0.00249784 0.0019452 0.00589917 0.00567645 0.00228722 0.00341001 0.00106504 0.000603632 0.000386276 0.000571528
threshold=158.19986339130003 76.190903416900014 10.060235055750001 238.05090660085003 79.152871027700016 28.043300357450004 2.4480895352000007 5.3654262215500008 22.958251375150002 16.435318745950003 2.7155367820000005 22.764946765650006 16.465384711100004 16.285380505300001 20.769304081650002 193.70011821090003 22.624947093000003 8.6432548896500023 192.64609805285002 22.650953015950005 22.053438739150003 8.2435668022500028 41.29990759910001 14.351157895250003 200.84251237905002 205.73475031020004 185.88129754265003 13.400313096150002 86.135510041400025 202.70031010240004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 9 -9 10 -2 12 13 14 -3 16 17 18 19 20 -16 -17 23 -23 -24 -26 27 -22 -15 -30
right_child=1 11 -4 5 -6 -7 -8 8 -10 -11 -12 -13 -14 28 15 21 -18 -19 -20 -21 26 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.051168666806296947 0.094722997059389177 3.8147652556102564e-05 -0.10008594720587349 0.096508765569833205 -0.1000073896564741 -0.010651854119405118 0.074208148148303246 0.033616025852421683 -0.082905761808098791 -0.025314424481758187 0.0088439493215285488 0.0015334849789120383 -0.00028848304885319934 -0.00041955026262266546 -0.088920575034901278 -0.0012844322833727921 -0.10053878540026753 -0.10042255487796448 -0.10019293182612449 0.064004630585397848 -0.067021037358590801 0.091642355289280775 0.02187271847018963 0.011822322534852672 -0.095069326504084256 -0.00068800775284401849 0.09850518800554936 0.024903700332709257 0.0015062026550930509 -0.00071056578192454402
leaf_weight=0.001318827490201068 0.0010489101241591969 19.541977630875859 0.0032108091759628374 0.0013143135874997833 0.0010336500836596327 0.0010897212255578381 0.0011243614162594895 0.0010827903353547441 0.0017429732328215763 0.0019526136941352412 0.0011114191436547571 0.60020621290709542 13.686434685178378 3.0798860911037789 0.0030776200416521354 0.51217996396447385 0.021399517240752175 0.0071546176695846944 0.003612519624198284 0.015091065183909791 0.0010526323388972691 0.014288777841749756 0.0078337966186765584 0.023665923425141955 0.007145106661482715 0.0082460596967324218 0.0014417823002972341 0.0022227816698213929 4.6419727366592269 1.551864755306269
leaf_count=250 11 1507 115 5 179 107 14 23 180 355 34 118 894 190 45 64 17 4 7 31 32 53 10 25 17 35 10 67 165 69
internal_value=-5.14257e-07 1.02835e-06 -0.0186523 0.00408251 -0.00750637 0.0479341 0.00435186 -0.00696779 -0.0382564 0.0145288 0.050541 7.30357e-06 -1.39348e-05 0.000113683 -6.19519e-05 -0.00317479 -0.0438282 -0.0077666 0.0172507 0.0357891 -0.0188374 0.000728645 0.0175816 0.0418721 -0.0221145 -0.044503 0.0268867 -0.0046385 0.000495689 0.000950792
internal_weight=43.7468 43.7455 0.0147116 0.0115008 0.00909672 0.00240403 0.00806307 0.00693871 0.00282576 0.00411294 0.00216033 43.7308 43.1305 29.4441 20.1704 0.628412 0.0550525 0.033653 0.0264984 0.0228859 0.00779482 0.57336 0.0611797 0.0379547 0.023225 0.0153912 0.0047172 0.00327541 9.27372 6.19384
internal_count=4633 4383 1023 908 796 112 617 603 203 400 45 3360 3242 2348 1924 417 213 196 192 185 154 204 140 78 62 52 109 99 424 234
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=3 6 13 13 13 13 19 10 9 2 5 17 15 7 7 6 6 15 7 8 2 15 16 19 8 5 10 17 3 18
split_gain=0.000446949 0.00247916 0.000509554 0.000644518 0.00065241 0.000425383 0.000428067 0.00036019 0.000354186 0.000208556 0.000126033 0.00219529 0.00132072 0.00296122 0.00352893 0.00174048 0.000595883 0.000243001 0.000183333 0.000182154 0.000623439 0.000178754 0.000283086 0.000281875 0.000136426 0.00023862 0.000147561 0.000880964 0.000600184 0.000357724
threshold=76.190903416900014 10.060235055750001 96.789869612400011 92.980324441600018 92.146902421150017 89.208417684550014 9.8507947922000021 89.89935142405001 40.734022239000005 35.561888367500011 25.546339592900001 197.02652249450003 49.36618601175001 21.698399695800003 20.714163848350005 21.760508430800005 16.950396043250006 20.734744936600006 18.499987111650004 8.8430989333000021 45.979371440700014 46.723315192750007 22.534947303500005 14.651182102100002 8.7431769115000026 21.990725385850002 61.987779113750001 191.75825325995004 93.181958801350021 13.023955459300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -2 19 12 13 14 15 16 17 -12 -19 20 -11 23 -23 24 26 -26 27 28 -22 -30
right_child=9 -3 -4 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.050097572126927982 -0.023057399025708337 -0.10007776126096984 0.060314248264336956 -0.073881159781798045 0.065871957101155856 -0.057922663367159843 0.008679732281570476 -0.02367798705587092 0.077249224597602431 0.039046161932821663 -0.028215292636595408 0.036739562113766618 -0.00056846745893957397 0.07402071462737958 -0.10006675019417527 0.10002141499885127 -0.070234381210641919 0.0055714870816040915 0.056237930564629217 -0.0018329017884886019 0.0031388321243681263 0.00039491956995402802 -0.0029355254432600259 0.0023115267833678441 0.0018922461984105549 -8.0971774900469279e-05 3.9083280349597675e-05 -0.0042436181096350859 -0.00011198835206493465 -0.0028828527068200031
leaf_weight=0.0011413684409495861 0.003920808718247736 0.0029058649697244485 0.0013920194178354004 0.0011728760937046454 0.0014660365704344258 0.0013500365277857584 0.00179030145245207 0.0013954000478997308 0.0013005211779386627 0.0040911311423305055 0.0010149476549677506 0.017140208999200657 0.50830286632506372 0.0076769260281395182 0.0029661973885718174 0.0023554873478133231 0.0010754043560912818 0.0015650718194610835 0.0013135694521730912 0.54248553029847713 0.51584390770824695 0.50158141534241696 0.51961339503673898 0.53896018848172289 1.030885109525115 1.5113249226887999 33.451404328761001 0.56999309377621354 3.4526835779372602 0.53860929575853322
leaf_count=362 18 120 24 88 31 139 88 269 19 11 32 34 61 25 42 4 253 68 100 133 8 7 72 39 32 27 2304 61 124 38
internal_value=-7.52472e-07 -0.0179203 0.00376631 -0.00441915 0.00522955 -0.00751175 0.00458163 0.0184929 0.0375316 4.95002e-06 7.01821e-06 0.00152045 0.00037339 0.0270185 -0.00804551 0.0292204 -0.00434197 0.0138574 0.0286914 -1.20291e-05 1.11396e-05 7.39356e-06 -0.00129971 3.94727e-05 9.65717e-06 0.000719183 -3.71591e-05 -0.000539493 -7.10527e-05 -0.000485906
internal_weight=43.7387 0.0139144 0.0110086 0.00961654 0.00844366 0.00697763 0.00562759 0.00448622 0.00309082 43.7248 43.7209 0.543411 0.52627 0.0179676 0.0102907 0.00732448 0.00496899 0.00389359 0.00287864 43.1775 42.635 42.6309 1.02119 41.6097 41.0707 2.54221 38.5285 5.07713 4.50714 3.99129
internal_count=4633 1140 1020 996 908 877 738 376 107 3493 3475 619 585 524 499 457 453 200 168 2856 2723 2712 79 2633 2594 59 2535 231 170 162
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=3 6 17 17 7 6 9 5 10 16 9 9 9 18 3 9 17 7 10 19 13 18 9 0 15 10 14 3 8 12
split_gain=0.000382353 0.00226413 0.000467864 0.000638992 0.000630196 0.000570208 0.000422338 0.000600654 0.000571935 0.000579227 0.000118153 0.000216839 0.000748357 0.000876936 0.000323959 0.000274491 0.000370715 0.000231324 0.000225485 0.00136227 0.00119926 0.0174435 0.0057999 0.000341062 0.000562 0.00070988 0.0165244 0.00551511 0.00365674 0.0089574
threshold=76.190903416900014 10.060235055750001 238.05090660085003 201.39543491635001 28.043300357450004 7.6151779274000004 58.084576609100004 5.3654262215500008 87.313054702550019 9.5849775861500017 217.47560379410001 214.18224820805003 210.61272793875003 13.934548574650002 84.737511813600022 209.24553857890001 200.85989963400002 26.227352033200003 75.629015667650023 11.950964240300001 104.19926021995002 14.693728290050002 201.40496258350001 96.870523356300012 28.579157549250002 71.658163008950012 198.73727266470004 87.399085362750014 8.2435668022500028 91.208648993800026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1 -10 11 12 15 -14 -13 17 -17 18 20 -20 21 -2 -23 24 25 26 28 -28 29 -22
right_child=10 -3 4 -5 -6 -7 -8 -9 9 -11 -12 14 13 -15 -16 16 -18 -19 19 -21 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.082895348099972593 -0.00019933275502372137 -0.10007036077630016 0.095840577150020756 -0.071668734865430336 -0.011557698297340642 -0.060287738383093807 0.075627253269073158 -0.045880434156062085 0.046081827877428053 -0.056423182234586193 -0.00073698179208362812 0.00030008562200474747 0.00036966210064747428 -0.0053966241140829437 0.003172015929804449 0.0035332379736852898 -0.00026174239021282015 0.0021213269770034948 0.00026930902874303721 -0.0054098370484226797 -0.066485838768516561 0.097471000228471133 0.014515534661111891 -0.0012707224501669883 -6.4987885781797675e-05 0.00056678417544835113 0.095800525594256072 -0.0099304195673151751 -0.0013462133751591017 0.062731187436917371
leaf_weight=0.00123487513230916 0.5057236401030093 0.0026295198409753704 0.0011478172473289314 0.0012988911252747037 0.0010426804549128477 0.0011416505492460038 0.0010145299184318723 0.0015926581595910871 0.0011740172200896404 0.0010392409243524803 2.0482688356260885 1.5135390672643905 0.50595872526619834 0.55091175459565744 0.53042253701086206 0.52473333143222933 0.50526316905506974 0.51517400799081414 2.018013339274761 0.53418025193197616 0.0069003258492458521 0.025455431653842453 0.012599830939507228 2.0483284651963904 29.271623044239981 2.0143892576409161 0.025241702242055852 0.0061319117221761412 0.53662265565321832 0.024105449899659764
leaf_count=40 243 120 5 288 107 121 63 152 155 89 250 37 31 142 55 42 30 55 167 230 41 53 9 56 1404 31 15 289 60 253
internal_value=-6.43701e-07 -0.0169433 0.00351123 -0.00711336 0.0447188 0.00453742 0.0167593 0.00491136 0.0283716 -0.00204966 4.51613e-06 4.09594e-05 -1.08425e-05 -0.00263611 0.00104537 6.10851e-05 0.00167162 1.69018e-05 -1.23762e-05 -0.00091935 5.47631e-05 0.00471378 0.070005 -1.98972e-05 6.04572e-05 0.00146552 0.00448789 0.0751356 0.000583094 0.033974
internal_weight=43.7369 0.0133159 0.0106864 0.00849586 0.0021905 0.00719697 0.00605532 0.00504079 0.00344813 0.00221326 43.7236 41.6753 39.6314 1.05687 2.04396 38.5745 1.03 37.5445 37.0293 2.55219 34.4771 0.543779 0.0380553 33.9333 31.885 2.61339 0.599002 0.0313736 0.567628 0.0310058
internal_count=4633 1140 1020 908 112 620 499 436 284 244 3493 3243 3151 173 92 2978 72 2906 2851 397 2454 305 62 2149 2093 689 658 304 354 294
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=14 9 9 16 17 13 16 15 18 18 10 17 5 8 7 6 9 10 17 9 6 6 0 5 2 8 5 9 5 9
split_gain=0.000564494 0.00198909 0.00102739 0.000111973 0.000911306 0.000943718 0.000335142 0.00177773 0.000411645 0.00640627 0.00702848 0.00376166 0.000470892 0.00113578 0.000416339 0.000374087 0.000278744 0.000251272 0.00024882 0.000595125 0.000952014 0.000437681 0.000709461 0.000281101 0.000431775 0.000308677 0.000240673 0.000414013 0.000193446 0.000430139
threshold=144.12207640715005 190.36745536595001 198.14098854835004 22.624947093000003 199.05253715360001 117.46680109370001 22.614947116400003 34.969820938750011 13.304953393500002 13.193283301750002 62.046925192600007 188.70679832985002 21.990725385850002 8.3434888241000014 22.929105819350003 16.565387047600002 194.82237869650001 61.966271448700006 187.32964365115004 189.68479361675003 16.415383542800004 16.455384477450004 87.727077254650013 22.458857822500004 188.61740261325005 8.4434108459500017 20.608876568850004 187.55294863440002 22.705169530700005 199.17419511990002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 12 -11 -12 13 -2 -10 17 -14 -16 26 20 -20 22 -21 -23 -25 -26 -7 -28 -19 -30
right_child=3 2 -4 4 -6 18 7 -9 14 10 11 -13 16 -15 15 -17 -18 28 19 21 -22 23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.03209294949700519 -0.001414926786687835 -0.06912386135035202 -0.009943360487710955 -0.0040363008372063082 0.0042476843653368778 0.000960496392260005 0.00044492919530830029 -0.006213362829174081 -0.0028905413807261389 0.083874855512828597 0.042971986439797681 -0.025228442909364442 0.00059141051619459868 0.0051770415322781888 -0.0023298860357395855 0.0018066586393186302 -0.0026966201984133594 -0.0001694129585987041 -0.00032358859473276546 0.0045209860717128269 0.0056988403623645378 -0.0017074595345415626 9.1153525038758712e-05 0.0014112458128551781 0.00044656863000467576 -0.0020240972104198724 -0.00026189059590637814 -0.0033318748378532979 -1.4684528214798172e-05 0.0032810142981987353
leaf_weight=0.0054051717496353948 0.51019122495735858 0.0062139658803062048 0.0055565240741088928 0.53243908205165702 0.54841424709320641 1.0131888851001352 1.5056934899184846 0.54655485008212767 0.52848353049358365 0.01930106691952449 0.015611905427942219 0.016779477775799023 0.51680713740517104 0.53594726769370027 0.50950049596322955 1.036253128091629 0.51452055697900434 23.146730107140758 0.50292320983135119 0.56598430207311134 0.54902609107625722 1.0207789053383747 1.0008741438359721 1.5797791070087899 1.0062487465602319 1.0165268581858908 2.381018024442938 0.53865866677684504 1.5230657848057298 0.53516680252127447
leaf_count=28 47 12 32 51 86 12 8 75 348 20 24 23 610 27 26 39 46 2669 8 42 70 19 13 40 13 37 42 76 39 51
internal_value=-1.4714e-08 -0.0181254 -0.0411864 7.10653e-06 0.000263523 7.68921e-05 -9.27836e-05 -0.00132831 -6.56317e-06 0.00133261 0.0361064 0.0076426 0.000467356 0.0019622 -0.000111087 -5.61762e-05 -0.00104896 -0.000131246 0.000272867 0.000620595 0.0028196 0.000246902 0.00169131 -0.000242611 0.000172452 -0.000795041 -0.000367453 -0.00082828 -8.68016e-05 0.000842239
internal_weight=43.7336 0.0171757 0.0117705 43.7165 12.2559 11.7074 31.4606 2.05225 29.4084 2.12916 0.0516925 0.0323914 2.07747 1.04614 27.2792 26.7507 1.03133 25.7145 11.175 7.24214 1.05195 6.19019 1.56686 4.62333 3.60255 2.02278 3.93287 2.91968 25.205 2.05823
internal_count=4633 72 44 4561 509 423 4052 83 3969 797 67 47 730 74 3172 2824 656 2785 372 242 78 164 55 109 90 50 130 118 2759 90
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=8 16 8 5 6 6 3 5 14 9 18 16 17 15 19 4 15 15 4 19 19 6 15 2 9 7 17 2 4 0
split_gain=0.000140083 0.000131941 0.00014771 0.000265008 0.000206558 0.000327585 0.000992354 0.000685579 0.0103001 0.0118669 0.00565908 0.00607173 0.00451864 0.00336484 0.00105403 0.00482014 0.0016585 0.00298747 0.00318928 0.00245762 0.00161115 0.00050718 0.00045907 0.000438184 0.00166742 0.000331353 0.000822435 0.000258096 0.00158316 0.000267511
threshold=8.8430989333000021 22.764946765650006 8.7431769115000026 21.990725385850002 16.465384711100004 16.285380505300001 92.813640037450014 20.769304081650002 278.93283044720005 198.14098854835004 13.141419083100002 22.574947209950004 191.32023496460002 40.292677025400003 14.551174033150001 284.07887079910006 41.831907381600011 38.86986296220001 304.16392219750009 14.351157895250003 12.851036860900001 16.375382608200002 19.198394745150004 181.47666917450002 196.40176798710004 22.773029501100002 183.93802912725002 216.39684782960003 284.07887079910006 86.162394622750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 -1 9 10 13 12 -12 -9 15 -10 17 18 -17 -18 22 -8 -20 25 -25 26 -23 28 -6 -29
right_child=-2 -3 3 -5 27 6 21 8 14 -11 11 -13 -14 -15 -16 16 19 -19 20 -21 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-1.0250339710500061e-05 -0.0015711483702314944 0.0015156281163978816 0.0019737548718682944 -0.00010353485879168363 -0.0002983079566035861 0.0046138773602770597 -0.0017563987316764299 -0.09391965978534797 0.099603732866034175 -0.091584343716683447 0.035332580208287744 0.084613347731299443 -0.061010534767948738 0.052679014375350469 -0.00020388554050796397 0.07552141307050135 -0.063371004691985269 0.068487079037927709 -0.04252206900671264 0.0085556407209112888 -0.10013316429709936 -0.0011451747998823861 0.046593549137497831 -0.00028957705197391552 0.0065460618131449044 -0.00021208234326710571 0.0044649147350611504 -0.00050372352426640511 -0.005888360099554811 0.0017835214908276907
leaf_weight=18.53650338635838 0.56007589964790483 0.5823282075143642 1.0326921986052178 1.5152447480847113 10.061547555814112 0.58237487183941716 1.0096918700763318 0.0087618123823680651 0.0059531477799552304 0.02705622624625903 0.0095057952602337591 0.0091859349849983118 0.009978379808806892 0.001906333000079031 0.50716088304761797 0.0026388270211826804 0.0071748732668421846 0.0084044711604134292 0.0010376568112149508 0.014058636023037252 0.003482332389817655 0.50050347012673835 0.0013051040836344896 1.0158622440802734 0.55008526024553805 4.0413019562643058 0.54679751420326284 1.0162467828775334 0.53349736431575046 1.0292270816385096
leaf_count=2635 204 49 34 25 592 70 50 109 10 18 38 12 15 10 16 25 41 43 36 36 41 10 30 53 38 96 68 145 39 45
internal_value=1.90056e-07 2.05755e-05 1.33386e-07 0.000738402 -4.68447e-05 0.000107421 0.000634376 -0.000119455 -0.00339704 -0.040607 -0.00554554 0.0175908 -0.0140074 -0.0677234 0.00108493 0.0159217 0.00284701 0.0262547 -0.015681 -0.0157486 -0.0569967 0.00033199 0.00712242 0.00064886 0.00211164 0.000198709 0.00178386 -0.000381244 -0.000579787 0.000647156
internal_weight=43.7316 43.1715 42.5892 2.54794 40.0412 27.4007 8.24662 19.1541 0.61761 0.0663945 0.0393383 0.0286701 0.0194842 0.0106681 0.551216 0.044055 0.0381019 0.0168684 0.00846392 0.0212335 0.00582509 7.66424 0.00234276 6.65455 1.56595 5.0886 1.0473 12.6405 10.595 2.04547
internal_count=4633 4429 4380 59 4321 3500 385 3115 480 202 184 65 53 119 278 262 252 175 132 77 107 315 66 265 91 174 78 821 631 190
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=14 8 6 15 8 19 16 6 3 17 2 6 10 5 19 17 6 6 5 8 16 15 13 18 18 10 16 13 4 0
split_gain=0.000468264 0.00170958 0.00252012 0.00014202 0.000510149 0.000293438 0.000139138 0.000374138 0.00100384 0.000403085 0.000770485 0.000348435 0.00126141 0.000438639 0.000318175 0.000864833 0.000837339 0.00254778 0.0189766 0.0135883 0.0130758 0.00945696 0.00386382 0.00360857 0.0024807 0.00201118 0.000537658 0.000443995 0.00137435 0.0012079
threshold=144.12207640715005 8.3434888241000014 17.130400249100003 46.723315192750007 8.3434888241000014 14.651182102100002 22.624947093000003 16.545386580300001 93.82450029455002 187.32964365115004 147.79312796670004 16.455384477450004 62.068432857650002 21.100330328400002 14.251149826300002 201.39543491635001 16.100376182700003 14.865347326450001 17.687678651600006 8.1436447804000007 19.224955043700003 35.645792850250011 109.64607639220002 13.758874730250001 14.442085364750001 62.095317438950012 18.634956423400002 109.58961877145002 143.58239362595003 95.988709089550014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 9 -9 -8 -11 12 -12 -14 16 -16 17 27 -19 21 24 22 26 -22 -21 -18 -20 28 -2 -30
right_child=3 2 -4 4 -6 -7 7 8 -10 10 11 -13 13 -15 15 -17 25 18 19 20 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.030660781945302609 0.10004667985027216 -0.083173074366926419 0.010148368370407682 0.0003889439368211095 -0.0034284670470940554 0.0023399943907562015 -0.00059805502749443967 -0.0045546305117412818 0.00020099534004808868 0.0045689145480399913 0.0058445998311379751 0.00014133544917904907 0.0014707336670154764 -0.0020930238131934473 -0.00031634585059907847 -0.0043371176627960799 0.00017291461066817811 0.080364107026893422 0.00021287129619155517 0.049089331887914853 -0.046178256234459307 0.086603183546917359 -0.068729661522612923 -0.10031114656968364 -0.017684189439493039 0.0071986745096548873 0.070172431181710293 0.0028391282407162974 -0.0044824679938259828 9.5083981743092078e-05
leaf_weight=0.0052511918590941722 0.0013709020568012367 0.0059940018400084227 0.0055946698539628414 1.0092802397079601 0.53598039207462833 0.54794952172642197 2.0348557171555495 0.5424108377519582 2.4430286036651978 0.55740940833857155 0.54987913288459855 4.0266466663306346 1.0225368613464523 0.52152739636494505 11.239417451540451 0.56168381901500275 1.5291654549509297 0.017956681418582546 0.0017743023327241184 0.0095636228215880692 0.019549977034330368 0.01403042851598002 0.008969651330870021 0.033272562173806364 0.013302708273300823 0.55543585457810762 0.002884294226532802 0.54136469163233947 0.59987152798026322 14.76606106223384
leaf_count=22 1 13 37 51 127 60 41 32 85 60 48 44 30 33 341 143 477 20 43 13 14 7 27 36 30 113 8 39 704 1934
internal_value=1.68039e-08 -0.0166722 -0.0381202 6.4404e-06 -0.000935142 4.095e-05 1.06774e-05 0.000303087 -0.000663033 0.000634125 0.00100958 0.000685431 0.00173172 0.000267029 -0.000103667 -0.000507718 0.00015956 -8.56179e-05 -0.0145232 -0.0310099 -0.0529294 0.0289737 -0.0303565 -0.0802762 0.0102432 0.00204491 0.0435272 2.4469e-05 -7.46868e-05 -8.36193e-05
internal_weight=43.724 0.0168399 0.0115887 43.7072 1.54526 42.1619 41.614 11.6983 2.98544 8.71286 6.678 6.12059 2.09394 1.54406 29.9157 11.8011 18.1146 16.03 0.121304 0.103348 0.0756889 0.0276587 0.0136282 0.0528225 0.0228663 2.0846 0.0046586 15.9087 15.3673 15.3659
internal_count=4633 72 50 4561 178 4383 4323 373 117 256 215 155 111 63 3950 484 3466 2876 198 178 93 85 78 50 43 590 51 2678 2639 2638
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=14 8 6 8 19 0 5 5 18 17 7 16 4 18 9 19 16 6 6 15 3 0 16 6 7 5 13 0 16 9
split_gain=0.00039448 0.00143391 0.00224308 0.00019276 0.000135803 0.00045559 0.000357337 0.000903462 0.000259097 0.000302884 0.000702749 0.000125198 0.00123886 0.000712274 0.00167303 0.000495073 0.000382526 0.000678227 0.00182825 0.000336076 0.000305271 0.000958548 0.000620092 0.000242892 0.00104754 0.017919 0.0104387 0.00316783 0.0147123 0.017235
threshold=144.12207640715005 8.3434888241000014 17.130400249100003 8.8430989333000021 14.451165964200003 87.028078140750011 24.393336510100003 22.887221773600004 13.378437733750003 188.27285108100003 23.164713644150002 22.574947209950004 143.58239362595003 13.552878921100001 194.43273554075003 14.351157895250003 22.624947093000003 16.475384944750001 16.555386813950005 39.324897478350003 93.017962855400015 86.208098410950015 22.644947046300004 16.245379570700006 23.822419043000004 17.687678651600006 106.71565703005002 93.972365491700018 19.224955043700003 197.47612518640003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 7 8 9 -6 -11 12 -2 14 -14 19 17 -13 -19 23 22 -22 -18 24 25 -15 -27 28 -26 -30
right_child=3 2 -4 -5 5 -7 -8 -9 -10 10 -12 16 13 15 -16 -17 20 18 -20 -21 21 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.02785768886679741 0.10004223061039533 -0.080399051648493702 0.009143011946125653 -0.0018488842978107883 -0.00074925520184265185 0.0031625556653567069 -0.0023004491194926562 0.0042275562704675966 -0.0010752862056187032 0.0043195292533494889 -0.00013075718872968887 -0.00026991595357048415 0.0004357693941826323 0.00064277099465420435 0.0065398031693034197 -0.0031412296064073941 0.00086462287964976417 -0.007328493808640018 -0.00015031630516501471 -0.0025702695255611554 -1.5758055599133743e-05 0.0032890089081902573 -0.0026104479002500656 0.0010593069928040073 0.079819606703564083 0.044919973114418116 -0.089407248183060853 -4.7975119761160448e-05 0.049620322410652139 -0.057531172920377786
leaf_weight=0.0052042472301597744 0.0012404958251747136 0.0056013837238424458 0.0055891784290906799 0.55333757902673752 1.0514594079431874 0.57071212294852092 0.52009576654149814 0.56111208881348051 1.541944098708427 0.55024806705478091 0.99913772940635681 5.0556880987909372 2.5379756287427209 0.53741193566026879 0.54554497788558354 0.52818291208621104 1.020819021316129 0.54484177886547502 1.0173568928439634 0.50907936411062493 5.4666732488544749 1.0455314575883674 1.0332005511590976 2.052092891053575 0.02737593041456321 0.0069300454684393378 0.035020110332804499 15.324806964328239 0.027658217539283214 0.032828315677761566
leaf_count=22 1 13 37 168 21 117 84 74 48 68 4 89 756 230 82 45 18 41 16 61 154 22 39 49 53 134 48 2094 18 27
internal_value=-1.21568e-07 -0.0155089 -0.0356769 5.69705e-06 2.94822e-05 0.000479906 0.000186831 0.000461842 -4.81981e-05 0.000560724 0.00144972 -4.03988e-05 0.000111132 0.00010554 0.00151571 -0.000122342 -0.000261608 -0.000832653 -0.00265382 -3.63986e-05 0.000179557 0.000514821 -0.000883386 3.50895e-05 -9.63378e-05 -0.00427077 -0.0672168 6.0579e-05 0.0189944 -0.00853482
internal_weight=43.7147 0.0163948 0.0111906 43.6983 43.145 5.79471 5.224 4.7039 4.14279 2.60085 1.54939 37.3503 22.1661 22.1649 3.08352 19.0814 15.1841 6.61789 1.5622 18.5532 8.56622 6.5122 2.05402 18.0441 15.992 0.579362 0.0419502 15.4127 0.0878625 0.0604865
internal_count=4633 72 50 4561 4393 416 299 215 141 93 72 3977 3598 3597 838 2759 379 146 57 2714 233 176 57 2653 2604 412 182 2192 98 45
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=14 12 9 8 8 5 9 9 9 9 15 6 6 10 5 6 16 15 8 17 8 5 6 4 18 4 18 8 6 7
split_gain=0.000331081 0.0013481 0.00158118 0.000155945 0.000129762 0.000271502 0.000171506 0.00126016 0.000223635 0.000225039 0.000200379 0.000161641 0.000314742 0.00107629 0.000489139 0.000308536 0.00128335 0.000686709 0.000569271 0.000393477 0.000932032 0.0002955 0.000279763 0.000311506 0.000952063 0.000381871 0.000306535 0.000308017 0.000260817 0.000281205
threshold=144.12207640715005 74.22129117770001 194.57718764590001 8.8430989333000021 8.7431769115000026 21.990725385850002 210.61272793875003 214.52351813370004 209.86393725660002 207.40106631805003 31.264641197600003 16.465384711100004 16.505385645700006 62.025417527550012 23.195398057700004 16.415383542800004 22.624947093000003 42.33967733730001 8.543332867800002 191.20566072810004 8.3434888241000014 20.201591378100002 16.405383309150004 161.08698257945002 14.295312909150001 169.78554988275002 14.414681958350002 8.4434108459500017 16.535386346650004 23.032419884600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 11 -10 15 13 14 -13 17 19 18 22 20 -17 -14 23 24 -2 -25 -26 -28 -23 -30
right_child=3 -3 -4 -5 5 -7 7 -9 10 -11 -12 12 21 -15 -16 16 -18 -19 -20 -21 -22 28 -24 25 26 -27 27 -29 29 -31
leaf_value=0.040754186390892566 -0.0046828115621643197 -0.059607625041456905 -0.033943664058670837 -0.0016621204078972097 0.0019725681052905476 -0.00013119830036660579 -0.0050976631824487667 5.903216023317448e-05 0.0028927019805198781 -0.0020068728550945518 8.6338311289138494e-05 -0.0010965004102140925 0.0023449074226004935 -0.0051963968113614501 0.0024071977571690894 -0.001055359236089361 0.0054269191563591553 -0.0034647369844988361 0.0032629187118607683 -0.00025841701014269722 0.0049537081010998657 0.00064620169658987465 -0.0022986711442334264 0.0028628679281720928 0.0013049988456849879 0.00017440267417463218 -0.0028637741348675589 0.00061188573783468631 5.3905436036095122e-05 -0.0012903593891299588
leaf_weight=0.0057970600955757901 0.53230027977976258 0.0046683059018990383 0.0055436638631363166 0.55392963520494376 1.0293150012803374 1.518347653200095 0.54713726541726249 3.5401840625862695 0.51757882929632504 0.54478592921405677 0.50042187109869474 1.5303940673061314 0.51434833327860019 0.54031509281566048 0.53871445840074716 0.50754331242182604 0.5581797598290591 0.55008086684267965 0.55919884762260963 3.042308160129771 0.52522797322581027 3.0615924176319842 0.50502939725910678 0.55096652595504636 1.0087032097253543 12.861513343676506 0.51813564734961992 0.50202424824237823 3.9749972125854969 2.5573145634621852
leaf_count=26 71 25 21 168 32 37 166 359 38 197 7 24 15 40 61 22 73 117 44 105 21 118 5 56 5 2153 61 2 513 51
internal_value=-1.89352e-07 -0.0143784 0.00423978 5.07909e-06 2.64881e-05 0.000718772 -1.69648e-05 -0.000631254 5.1821e-05 9.89601e-06 0.00151317 4.13426e-05 -0.000242973 -0.0012221 -0.000184275 0.000204062 0.000930058 1.28109e-05 0.000125086 0.000314105 0.00200062 9.78651e-06 1.86048e-05 9.18688e-05 -0.000918703 0.000284841 6.88635e-05 -0.00115339 -0.000115404 -0.000472357
internal_weight=43.7066 0.016009 0.0113407 43.6906 43.1367 2.54766 40.589 4.08732 36.5017 35.4837 1.018 34.9389 12.7177 2.60942 2.06911 22.2212 4.63326 17.588 17.0379 4.07508 1.03277 10.1083 16.4787 15.9736 2.56116 13.4125 2.02886 1.02016 9.5939 6.53231
internal_count=4633 72 47 4561 4393 69 4324 525 3799 3754 45 3557 822 125 85 2735 221 2514 2397 148 43 697 2353 2348 139 2209 68 63 682 564
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=14 12 9 8 19 18 17 18 9 17 9 2 9 5 17 17 5 6 13 15 3 3 9 5 18 17 9 13 9 9
split_gain=0.000274486 0.001138 0.00130073 0.000126196 0.000184671 0.000510003 0.00090181 0.000510246 0.000372564 0.000905825 0.000152952 0.00111704 0.000571675 0.000417466 0.000323846 0.000414991 0.00793127 0.00700387 0.0123138 0.00387864 0.000627197 0.000863517 0.000349815 0.000707912 0.000309177 0.000595523 0.000285408 0.000309686 0.000492673 0.000372468
threshold=144.12207640715005 74.22129117770001 194.57718764590001 8.8430989333000021 14.451165964200003 13.602243858600003 203.65799419860002 13.511883313150003 192.39832633775004 188.27285108100003 199.17419511990002 52.497771754550008 200.84251237905002 21.191508333600002 204.45912381470004 196.70927211395002 19.897785533950003 14.785345457250001 109.64607639220002 23.949961253350004 79.47351079420001 73.029276655500027 198.14098854835004 22.627560662300002 14.483350136800002 197.02652249450003 197.89372115420002 117.60660091645001 189.68479361675003 197.47612518640003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 7 -7 8 9 -6 14 -12 13 24 15 22 17 18 19 20 21 -17 26 -24 -13 -26 27 29 -29 -2
right_child=3 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.037300262813066275 0.00021232547711422635 -0.055619567875355359 -0.030904901807730381 -0.0014943849010383527 -0.00079634933598074552 0.005291900559792985 -0.0004210422274843926 -0.0018788725514844937 2.1083309448343993e-06 0.0050521193802922021 0.10003809284727382 -0.00013723098279460309 -0.00014103838397646473 0.0029105091254922845 0.0021639882286139879 0.045164384041439298 0.00027771051182918084 -0.084521384945386593 0.10012818921612032 -0.099425894007377655 0.088521622348619822 -0.071621634894987754 -0.0045931290432363265 0.00062133157184609275 0.0043258141600016863 -0.00045649724890125002 0.0021592200136334502 -0.00051989955266743459 -0.0038567972985502647 -0.0017952307980134826
leaf_weight=0.0057055556028330345 9.7482626504645413 0.004511289829433939 0.0054832517243994516 0.55446227479754284 0.51257690089073482 0.56162905738566482 0.54389230918945941 1.0248516263968639 2.6064677932148719 0.54790246744659044 0.0011188359931172389 2.0087831351556811 16.885747642793419 1.0367969881909571 0.52199071702169675 0.0015351844265741885 0.5300403734723147 0.02161421475486236 0.0073761940002441398 0.0087083571278867566 0.0010496181716206365 0.0010774925711558581 0.53117621017736272 0.51063607299420255 0.5321027312798845 0.50992526379528158 0.52059682056393164 2.3953174919354843 0.54270710196635352 1.0209660112413974
leaf_count=26 1770 25 21 168 35 72 103 27 78 101 1 18 1262 20 285 105 41 23 2 49 25 79 21 20 33 23 12 131 37 20
internal_value=-9.38384e-08 -0.0132201 0.00387524 4.65687e-06 2.39258e-05 0.000549028 0.00248126 9.37398e-05 0.000645053 0.00222529 -5.76057e-05 0.000121163 0.000115833 0.00117696 -0.000286755 -0.000367511 -0.0030134 -0.0451888 -0.00213672 -0.0631138 0.0232307 -0.00299927 -0.0002685 -0.0020373 0.000587821 0.00198555 -0.000138982 -0.000226267 -0.00113629 2.20011e-05
internal_weight=43.705 0.0157001 0.0111888 43.6893 43.1348 5.79732 1.10552 4.6918 3.66695 1.06048 37.3375 20.9745 20.9734 4.08761 16.3631 15.8411 0.571401 0.0413611 0.0197468 0.0123707 0.0036623 0.00261268 15.2697 1.04181 3.05081 1.04203 14.2279 13.7073 2.93802 10.7692
internal_count=4633 72 47 4561 4393 416 175 241 214 136 3977 1357 1356 94 2620 2335 324 283 260 258 209 184 2011 41 74 56 1970 1958 168 1790
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=3 6 17 7 6 5 5 5 18 5 17 15 7 7 15 6 5 5 3 19 5 6 16 13 13 10 18 18 5 13
split_gain=0.000338369 0.00203888 0.000406321 0.000580799 0.000540279 0.000523517 0.00058926 0.000529649 0.000667631 0.000155002 0.0017468 0.000834697 0.00295216 0.0027372 0.000933694 0.000940708 0.000215221 0.000202017 0.000294704 0.000248992 0.00019457 0.000111432 0.000609678 0.000226326 0.000722653 0.000362805 0.000394772 0.000949532 0.000267261 0.000227216
threshold=76.190903416900014 10.060235055750001 238.05090660085003 28.043300357450004 7.6151779274000004 10.098719381700002 5.3654262215500008 4.9923198389000012 16.435318745950003 25.546339592900001 197.02652249450003 49.36618601175001 21.698399695800003 20.714163848350005 34.969820938750011 17.275403637050001 30.922794813800003 24.453399453300005 93.14163192940002 14.651182102100002 29.110986871100003 16.695390085100005 22.704946905950003 117.67112391160002 117.71413924170001 61.987779113750001 13.141419083100002 13.602243858600003 24.225659292200003 117.58509325145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 17 11 12 13 14 15 16 20 19 -19 21 -11 22 23 25 -25 26 -2 -28 29 -27
right_child=9 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.033079223659329651 -0.00035852445603010808 -0.10006383365865759 0.094961586704959078 -0.010554628170651279 -0.064870543550214002 0.05545400092403098 -0.06384681774980619 0.072618923313281111 -0.066092225292914017 0.0067235821955483853 0.033369400563393763 -7.0459528066528111e-05 0.070694460771682011 -0.10005970897017882 0.066333866617069109 -0.090218104772610691 -0.010801028953654234 0.00033234255984312684 -0.003055991406834142 0.002141912928177702 0.06621280579200936 -0.0011234976936401191 0.0032065459770767094 0.0040807615060250739 -0.00042710731394714723 -8.9663022165447699e-05 -0.0055336168129855902 0.00045241488560171777 0.0022706666420107082 0.00089178114710863595
leaf_weight=0.0014825719695538003 2.5203371572081976 0.0023651229317440689 0.001045931237968035 0.0010407199158510849 0.0013512824667447215 0.0015483679548253804 0.0014930768865113464 0.0010032380440918587 0.00125217123242366 0.0011133424990476667 0.016857437237095318 0.50990117108931932 0.0073066137082378182 0.0026472334704474854 0.0026189333293586969 0.0010755230451679346 0.0017622684122926557 0.50146633595565571 0.52588371571378723 0.54441612317282206 0.0010861647043181044 0.88069500477446538 0.58930681851779709 0.54607855595531773 1.0196316288993328 31.887586006229569 0.55151396982341772 0.51006952283348816 0.518342104851924 2.5473271848313734
leaf_count=50 47 120 5 107 157 49 237 29 386 140 34 61 25 42 5 218 65 9 143 55 33 109 36 42 17 2271 36 11 49 45
internal_value=-1.70292e-07 -0.0163966 0.00297073 0.0423352 -0.00713171 0.00437686 -0.0107417 0.0104703 -0.0123289 4.55212e-06 0.00168142 0.000668782 0.0220736 -0.0124055 0.017902 -0.00727817 0.015238 -1.66064e-05 -0.00140209 1.71907e-05 0.0361007 -1.06348e-05 1.34519e-05 -3.34726e-05 0.00114512 -8.13595e-05 -0.00103986 -0.00265745 1.68655e-05 -1.70606e-05
internal_weight=43.6996 0.0125825 0.0102174 0.00208665 0.00813071 0.00677943 0.00523106 0.00373798 0.00273474 43.687 0.544369 0.527511 0.0176101 0.0103035 0.00765623 0.0050373 0.00396178 43.1427 1.02735 42.1153 0.00219951 41.5709 40.6902 40.1009 1.56571 38.5352 3.58192 1.06158 34.9533 34.4349
internal_count=4633 1140 1020 112 908 751 702 465 436 3493 623 589 528 503 461 456 238 2870 152 2718 173 2663 2554 2518 59 2459 94 47 2365 2316
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=14 18 7 5 17 7 5 7 7 17 5 2 18 15 16 19 0 5 4 18 16 15 15 0 6 18 8 2 15 18
split_gain=0.00021596 0.000993044 0.00133182 0.000136979 0.00142616 0.000385344 0.00394101 0.00377449 0.0033064 0.00238798 0.00116326 0.000843031 0.000241687 0.000161529 0.000244238 0.000167324 0.000124907 0.000417094 0.00104397 0.0018712 0.000780076 0.000482743 0.000718737 0.00042247 0.000328694 0.000531493 0.000263782 0.000234726 0.000325317 0.000226362
threshold=144.12207640715005 13.063922652800002 21.115414688150004 25.546339592900001 197.02652249450003 23.543468673550006 30.133297129900004 21.698399695800003 20.869210126600006 176.44238483465003 27.361483734400004 105.39281967610002 11.80968402675 46.723315192750007 22.534947303500005 14.651182102100002 85.990333302400003 22.458857822500004 286.34948838025008 13.204116077450001 22.594947163200004 39.864684991950007 39.203018015350004 86.538778761000017 16.445384243750002 13.023955459300002 8.6432548896500023 86.916594916350007 41.29990759910001 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 6 9 8 11 10 -5 -8 -13 15 -15 16 24 21 19 -19 23 22 29 -20 25 -2 -23 -26 -29 -18
right_child=3 -3 -4 4 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 18 20 -21 -22 26 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0066668850631603736 0.00024198174266249983 0.020493312294597953 -0.068396495016736239 0.070677521722567693 0.030371975318097561 0.0012088494890623268 0.10001826169757587 0.10002492173728611 -0.10018899926830425 -0.10008917719263502 -0.054542290718770398 -0.024998582272413937 0.037159770160289256 0.00031663328770906228 -0.0027766396929267334 0.0017563566537928039 0.00066980538625879349 -0.00070829171348875148 0.0032346318669060439 0.0075948257773195962 -0.0034447165991132386 -0.0036945998357640602 0.0036873605549887427 -0.00079706139654689033 0.0019099264648506403 -0.0042804737433125885 -0.00050939112954629642 -0.0026384951700921225 -4.8292470026280258e-05 -0.0001310821629159365
leaf_weight=0.0046002175266001144 0.51642899863441882 0.0058559541866998197 0.0048617653847031761 0.0015318704803028447 0.016678968640938985 0.50521294819100149 0.0014713120763190108 0.0042955108998583569 0.0029202574657911096 0.0058413999707338515 0.0014385490249269111 0.0013107301049675932 0.0011966147581429481 0.50130489575610926 0.52006614000684337 0.54424571603521954 4.0787932794787514 0.51660964822804023 0.52375323424348608 0.57186819497769648 0.54221517551013665 0.53573395539882074 0.53120478527671267 0.5159406458161937 0.52598862340236152 0.5230766946984744 0.5051560080426043 0.53735161966333844 4.966095505422345 26.184515998354762
leaf_count=38 119 19 15 147 34 11 3 9 11 94 138 100 61 7 77 51 118 18 18 46 65 71 29 54 71 69 11 78 123 2928
internal_value=-1.3092e-07 -0.0118717 -0.0319023 4.03207e-06 0.00158403 0.000669836 -0.0129417 0.0264362 -0.0193828 -0.062967 0.0100346 0.0399274 0.00466611 -1.58148e-05 -0.00125841 1.43178e-05 -8.48682e-06 6.99662e-05 0.0012704 0.00365403 -0.000369721 -3.07276e-05 4.0865e-05 0.00123393 -0.000391441 -0.00203371 -0.00214878 -0.000108306 -0.000301198 -2.31411e-05
internal_weight=43.6976 0.0153179 0.00946198 43.6822 0.541898 0.525219 0.0200062 0.0111944 0.00689891 0.00881182 0.00297042 0.00397866 0.00250734 43.1403 1.02137 42.119 41.5747 34.5058 2.67039 1.08848 1.58191 31.8354 30.7945 1.03969 7.06894 1.03951 1.04089 6.02944 5.50345 30.2633
internal_count=4633 72 53 4561 608 574 563 184 175 379 285 164 161 3953 84 3869 3818 3358 201 64 137 3157 3075 72 460 188 82 272 201 3046
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=6 10 14 9 0 14 5 15 4 2 8 2 6 17 2 5 15 9 7 7 7 18 4 13 7 5 9 9 5 7
split_gain=0.000133104 0.000278658 0.000788808 0.00178442 0.00031349 0.000235532 0.000233515 0.000260911 0.00073614 0.000494622 0.000465515 0.00110695 0.000387309 0.00960686 0.00556876 0.00341579 0.00282773 0.00203584 0.00438366 0.00176059 0.00119879 0.000222732 0.00151114 0.000441182 0.00108155 0.000430605 0.000731113 0.000553709 0.000438621 0.000580757
threshold=16.465384711100004 62.041548276350007 258.81881833755006 205.93480238635001 85.990333302400003 129.42733769190002 20.201591378100002 42.968808980200009 280.97264888340004 188.61740261325005 8.4434108459500017 247.02271001585004 16.585387514950003 192.80507188075003 71.708303056200009 26.429611911700004 33.221582556000008 186.70853236170004 22.040683815500007 21.698399695800003 20.179048202600004 13.480563334700001 141.79569928155004 117.46680109370001 22.929105819350003 20.971847224900007 202.70031010240004 200.95377551580003 20.315138807500002 24.227986230350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 12 -9 -11 -12 -8 14 16 17 -14 18 -16 20 -17 23 -23 24 -7 28 27 -27 -24 -30
right_child=6 4 3 -5 5 21 7 9 -10 10 11 -13 13 -15 15 19 -18 -19 -20 -21 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00010617576479046495 0.0018146011374947819 -0.0024252919684893521 0.0070535612834310389 9.3680609048553382e-05 -0.02638870349009886 -0.00073985745003323205 -0.000234755390641377 0.0024178837711148304 -0.0042158499947258085 0.00063238563470884729 -0.0051720850371623252 0.0013522088477145588 -0.050354596154789988 0.00067824948985722392 -0.10010034891074177 0.03238746272323844 0.056246228818931522 -0.10032743542317145 0.10002070800069091 0.097564224515358344 -0.10005170296289541 0.10002198772678478 -7.1994027050098342e-05 5.1009013878473951e-05 0.0056368058130462154 -0.0023846970536182677 -0.0045760957723690616 0.0022131974204621908 0.0043752325072251297 -0.00034977259618642649
leaf_weight=3.061274641012143 0.52725089331783337 0.52676240204355806 0.58099693807445607 1.00662268468659 0.0033714647433978886 0.5268582697794415 8.6885523250543333 0.89838358129191087 0.53443326307929062 2.0275447749923079 0.52977210494523219 0.51078086221384922 0.004197249878206577 0.51808545706217046 0.0030190610894659372 0.0013003408460794249 0.0061118377452658024 0.020380594438598632 0.0017171652871184051 0.001499115885962965 0.0014406550789543004 0.0015078904689279629 18.007484844337448 2.5197816282661734 0.53718412532907678 0.52739031195772035 0.56040946018975191 0.52032516543545881 0.52622397474333726 0.51442768284113072
leaf_count=90 36 189 139 20 7 118 211 53 156 69 35 33 33 33 80 207 23 53 3 6 25 3 2553 29 39 143 133 25 37 52
internal_value=-9.88853e-08 0.000121473 0.000831889 0.00264068 -1.18501e-05 4.05859e-05 -0.000250667 -0.000329877 -0.000607308 0.000354227 -0.000250042 -0.00196948 -0.000398736 -0.00295319 -0.0503841 -0.0725878 0.0128447 -0.0866029 -0.0275445 0.0104325 -0.037222 4.42617e-05 -8.19915e-05 0.000772006 0.00247941 -8.9299e-05 -0.00166067 -0.000101252 4.33632e-05 0.00203951
internal_weight=43.6951 29.4206 4.64889 1.58762 24.7717 24.245 14.2745 13.7472 9.78074 3.96648 3.0681 1.04055 9.2463 0.557751 0.039666 0.0293569 0.0103091 0.0251168 0.00473623 0.00424011 0.002741 24.2416 20.6578 3.58382 1.06404 20.6563 1.60812 1.04772 19.0481 1.04065
internal_count=4633 3577 249 159 3328 3139 1056 1020 830 190 137 68 674 463 430 374 56 136 83 238 232 3132 2946 186 157 2943 301 168 2642 89
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=14 9 8 8 8 19 2 19 4 13 18 17 18 18 15 5 14 16 6 3 6 6 18 9 16 19 13 13 5 7
split_gain=0.000188357 0.000924743 0.0016434 0.000119531 0.000150278 0.00029496 0.000818489 0.000158825 0.000307677 0.000160927 0.000695015 0.00119099 0.000602018 0.000714984 0.000370644 0.000366413 0.00025343 0.000717843 0.00525213 0.00800233 0.00286698 0.00483678 0.00244113 0.00475144 0.00178959 0.00128545 0.00119983 0.00086151 0.000833383 0.000815233
threshold=144.12207640715005 190.36745536595001 8.9430209551500024 8.8430989333000021 8.7431769115000026 14.151141757350002 201.25557642380002 14.651182102100002 264.40103451365002 117.60660091645001 13.565012728250002 191.56943241645004 13.24088655595 13.023955459300002 46.674706678850008 24.225659292200003 272.02763708760006 19.224955043700003 14.055328400500002 85.401560971850017 13.665319288000001 13.825323026450002 17.108018746400003 194.43273554075003 17.684958644900004 12.851036860900001 95.937628385050019 101.26615239960002 11.452575093200002 24.103872582350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 9 -9 14 11 12 13 -11 15 16 -2 18 20 -20 22 -22 23 27 25 26 28 29 -24 -18
right_child=3 2 -4 -5 5 6 -8 8 -10 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02339751481171411 0.00014454065606898323 -0.068654901912998306 0.013366578762571855 -0.0014577514417481471 -0.00012943862606146141 0.0047854183078368563 -0.00081498713368965622 -0.00054541562576189905 0.0028943555553069111 -0.00028039283322083377 0.0028637475421502234 -0.0053364817901797009 0.0027962258468418391 -0.0042365228655614562 -0.0026320478946700466 0.0026939022597112674 0.020346856566774114 -0.00049005614273881198 -0.10021111178140865 0.071553997419607343 0.097112310310237676 -0.019639813345844491 0.018890027780072316 -0.088110132513545658 0.09932500014347112 -0.1000125185757985 0.072769830619966752 0.06651329335765846 -0.068253006021463891 -0.045877080187203573
leaf_weight=0.0050714587424270938 27.734237012033439 0.0050806182052838267 0.0047050004200173134 0.55263723729542746 1.5037729614996345 0.53586548746534368 0.50868159021699455 0.51387925988660643 0.52642209445184562 3.4462858985574019 0.53761057930637424 0.54434163128975033 0.52568190272779691 0.52664037116306861 0.51691081286826701 0.52242082396159517 0.0052748270043341261 5.1201916505250438 0.012042871408638911 0.0035008290258709005 0.0076480874013213906 0.0066194827034564696 0.0031936330179042072 0.0086213000988664135 0.0025510010009384141 0.0010452607449593643 0.0026307986132678707 0.0022832663666969575 0.0016719832661635792 0.0028704440169269319
leaf_count=28 1804 13 31 168 15 24 30 24 21 152 44 43 17 44 96 485 179 234 102 43 32 23 483 109 18 53 28 47 58 185
internal_value=-2.29971e-07 -0.0112579 -0.0292183 3.59956e-06 2.23274e-05 0.000767221 0.00205809 -2.44563e-05 0.00119521 -5.65504e-05 -0.00055421 -0.000918586 -0.00038401 -0.000804807 2.52438e-05 6.63238e-05 2.46185e-05 -0.000617438 -0.0114962 -0.0615253 0.00601422 0.0429448 -0.0114664 -0.0331823 0.0258271 0.0038767 0.0183625 0.0122267 -0.0110551 -0.00299087
internal_weight=43.6904 0.0148571 0.00978562 43.6755 43.1229 2.54832 1.04455 40.5746 1.0403 39.5343 5.58056 5.04295 4.49861 3.97293 33.9537 33.4368 32.9144 5.18015 0.0599538 0.0155437 0.0444101 0.0142676 0.0301425 0.0190498 0.0110927 0.00854168 0.00749641 0.0104285 0.00486562 0.00814527
internal_count=4633 72 44 4561 4393 69 54 4324 45 4279 300 256 213 196 3979 3883 3398 1594 1360 145 1215 55 1160 520 640 622 569 411 541 364
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=6 10 13 7 3 7 6 0 8 5 15 4 17 12 6 9 13 3 3 17 12 18 16 0 12 6 6 5 16 15
split_gain=0.000137305 0.00028909 0.000665987 0.000665806 0.000771248 0.00108278 0.000619487 0.000256339 0.000225528 0.000468569 0.000433473 0.000784759 0.00068679 0.000652208 0.000307027 0.000628138 0.00161121 0.000367477 0.000788063 0.000284827 0.000222777 0.000187242 0.000891744 0.000227107 0.000563676 0.000240731 0.00118475 0.000319136 0.00366532 0.00623159
threshold=16.465384711100004 62.041548276350007 117.57433941890001 23.109894804950002 93.216908757050007 24.068567769550004 16.445384243750002 85.990333302400003 8.4434108459500017 24.082771358500001 41.831907381600011 240.79927845295001 187.81654873955003 247.65401887280004 16.555386813950005 204.99169312540002 117.60122400020002 94.383699585650007 93.394346993650018 192.92322630085002 102.11013250220002 13.304953393500002 22.514947350300002 86.681267041950008 66.834523482800009 16.245379570700006 16.405383309150004 20.852055640250004 22.634947069650003 38.992510055900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -3 10 14 11 12 20 -13 15 16 -10 18 -16 -12 -2 22 -9 -23 -25 27 -27 -26 29 -29
right_child=8 7 3 4 -6 -7 -8 21 9 -11 19 13 -14 -15 17 -17 -18 -19 -20 -21 -22 23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0041489482652016223 -5.6509163006593802e-05 -0.0021934693888978822 -0.004183837613566093 0.0064492041953232264 8.9232251770760285e-06 3.0320988896667266e-05 0.00069224670007134647 -0.00063097645570630201 -0.0069305518999463718 -0.0034125960059760113 0.00069248878191738804 -0.0052524909891599678 0.0024826808262475657 -0.00021390879804333371 -1.1942566591862481e-05 1.5634332850465812e-06 -0.00021822372867078628 -0.00095016356743149281 0.0044487252570484491 0.0033810057909845121 -0.0024627720158818577 -0.0014928963040333025 0.00441779329955512 0.05137417811552325 -1.3414196563213715e-05 0.0049863567105057115 -0.00039490301194983359 -0.077307652626492251 -5.3614930587542082e-05 -0.00066486399174322944
leaf_weight=0.53983317037901457 1.5083943836349574 0.5274855160605928 0.5264386393471765 0.5441214368620424 2.014788876115631 0.50829149171477184 0.51586623140396526 1.0223325640615488 0.54741488137005845 0.55261524043688925 1.5388287268356609 0.5248507176695778 1.0486167558556188 0.50321727143638362 1.5242172116453194 2.5030407183462557 1.0313557243352987 1.4056827595307555 0.53510432242546802 0.52969566275834257 0.5165014219317462 1.0243305582433482 0.5318306968147225 0.0021380570046102268 19.008611327034679 0.55890076558716772 1.5267235109567989 0.017113435548212097 0.51934629453535308 0.027909635173836045
leaf_count=101 66 189 45 18 34 33 18 75 36 144 67 89 40 83 50 28 21 54 36 42 300 34 41 7 2611 65 73 110 33 90
internal_value=-2.62745e-07 0.000123215 0.000846755 0.000412973 0.00115497 0.00334903 -0.00177053 -1.26123e-05 -0.000254806 -0.000601794 0.000200682 -0.000394555 0.000405438 -0.00278621 -0.000395974 -0.000983642 -0.00254562 0.000296306 0.00114714 0.00138095 -0.000670288 3.48467e-05 0.0010967 -3.79013e-05 3.0905e-05 2.58366e-05 0.00104715 -8.29912e-05 -0.00242643 -0.0297971
internal_weight=43.6856 29.4161 4.64934 4.10951 3.0672 1.05241 1.0423 24.7667 14.2695 8.09943 6.1701 4.10158 3.07351 1.02807 7.54682 4.08181 1.57877 3.465 2.05932 2.06852 2.0249 24.2392 1.55416 22.6851 21.6607 21.6586 2.08562 19.573 0.564369 0.0450231
internal_count=4633 3577 249 148 85 51 63 3328 1056 369 687 578 406 172 225 85 57 140 86 109 366 3139 116 3023 2989 2982 138 2844 233 200
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=6 10 13 7 17 3 8 14 12 14 9 17 15 9 5 7 13 6 7 13 0 18 18 10 18 3 17 17 2 17
split_gain=0.000111083 0.000234558 0.000541466 0.000539263 0.000728922 0.000626898 0.00104873 0.000234978 0.00134359 0.000551314 0.000217972 0.00100629 0.000290398 0.000615676 0.000532599 0.000349213 0.000336746 0.000325801 0.000371719 0.000231405 0.000204294 0.000198721 0.000226071 0.000196298 0.000421031 0.000758984 0.00022588 0.00016013 0.00436204 0.00272662
threshold=16.465384711100004 62.041548276350007 117.57433941890001 23.109894804950002 186.34046889365004 93.216908757050007 8.7431769115000026 129.42733769190002 66.834523482800009 144.12207640715005 190.36745536595001 187.52613723835003 41.54912092575001 194.45262321395003 23.803605515150004 22.835261448650005 117.59584708395001 16.565387047600002 23.602039070650005 117.49368567500001 85.990333302400003 12.899561312100003 12.715870194300001 62.084563606450011 13.304953393500002 89.732667019950014 162.04221493815001 193.70011821090003 63.19085977000001 199.05253715360001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -5 -3 -9 -10 11 21 13 -12 -14 -15 -16 18 -17 -19 -11 22 -2 -22 25 -25 -26 -28 29 -29
right_child=10 7 3 5 -6 -7 -8 8 9 20 12 -13 14 15 16 17 -18 19 -20 -21 23 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=0.0037448233097120811 -0.0010642237193211302 -0.02645862136528784 0.0011315068393687908 0.0060293645341679431 -0.0041571273870064087 8.0308807242322332e-06 -0.00029892874711837992 0.10001586500566247 -0.043293921441428851 -0.0019539212127955476 -0.0040370365915017399 0.0043695979977420585 0.002999874056087681 0.0019334472152612943 0.00025041850602127081 -0.0021107208321263526 -0.0024956172064071213 0.0023710845326516084 -0.00041178282766045891 -0.0006305520540222534 -0.0010708113981919526 -0.0020992681020286243 0.0011342283864147257 -0.00071056562135993488 -0.044471790119154198 0.0046623472009108182 -0.00027176573748779315 0.0073365618633872186 0.00019662778448453376 0.087095801561891298
leaf_weight=0.53836275211655049 0.86694835633360923 0.0033589996892250387 0.50614677996668411 0.55097899497559433 0.53722648535604378 2.0147771527973646 0.49908101776964031 0.0013428791387032337 0.0029427955887609816 0.52809111602592196 0.5394221695678415 0.55583218195238604 0.61009788223600514 0.5312432687227745 2.5250176787447889 2.0343767269587261 0.54251914973653637 0.52519161629970745 3.509436874444873 0.50264821593168563 1.5074423229734737 0.51241008547328215 1.0158059044912764 0.50975715513631914 0.0011413997392314404 0.54294267870847079 10.254408471873797 0.0079193152278048684 11.39630969438076 0.0093424188362405403
leaf_count=101 348 8 20 48 43 34 3 5 8 188 33 91 39 110 58 27 75 35 47 25 25 118 50 27 187 79 1163 30 1594 14
internal_value=-2.14927e-07 0.000110866 0.000762822 0.000372044 -0.00159158 0.00104053 0.0030216 -1.14587e-05 -7.87102e-06 -1.32958e-05 -0.000229145 0.000536295 -0.000428688 -0.000780043 0.000301446 -0.000532694 -0.000235241 -0.000732053 -0.00103523 0.000903183 -8.15125e-06 -0.000353277 0.000121911 3.4258e-05 0.000107572 0.00206058 1.26936e-05 1.50369e-05 0.000272712 0.050504
internal_weight=43.6825 29.4116 4.64657 4.10821 1.04337 3.06484 1.05006 24.765 24.7616 24.7603 14.271 2.951 11.32 7.64232 3.67763 7.1029 3.06754 6.57165 5.54381 1.02784 24.7574 2.39516 1.88275 24.2293 22.7218 1.0527 21.6691 21.668 11.4136 0.0172617
internal_count=4633 3577 249 148 63 85 51 3328 3320 3315 1056 607 449 277 172 244 133 134 74 60 3307 516 398 3119 3094 106 2988 2801 1638 44
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=15 8 19 16 6 0 5 3 0 3 8 19 7 7 14 9 6 6 16 7 18 2 3 10 6 13 16 15 8 6
split_gain=0.000104525 0.000463405 0.000258261 0.000118299 0.000371983 0.00092088 0.000340336 0.00243955 0.000306748 0.00149934 0.000766283 0.0124038 0.00737759 0.00126639 0.000613855 0.000569255 0.000545376 0.000413143 0.000327143 0.000250273 0.000210505 0.000923276 0.0158748 0.00224831 0.00174314 0.00405591 0.00169287 0.00231949 0.000817011 0.00103877
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 22.624947093000003 16.545386580300001 85.866664228400012 21.556055031700001 93.394346993650018 86.345209775600011 93.437362323750008 8.543332867800002 14.451165964200003 22.276766275150006 22.227765484150002 195.37489133290003 191.20686769655003 16.435384010100005 14.555340083200003 22.614947116400003 22.435297587800004 13.781134552700001 185.00267682035005 91.496295553550013 62.154463517850012 13.665319288000001 102.83621194775002 17.684958644900004 24.474073043650005 7.6440346712000009 13.005303866850001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 19 -5 -8 9 -1 11 12 13 14 -11 -14 -12 -16 -18 -6 -10 -22 24 -24 25 26 27 28 -23 -30
right_child=1 -3 -4 4 5 -7 7 -9 20 10 16 -13 15 -15 17 -17 18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.017564299452692094 0.00045359935359333371 -0.0031853648497735653 0.0021859844681002072 5.7586399971975047e-06 -0.00041049766122819325 -0.0044785866245691834 0.0073329382985928369 0.00028786536611771703 0.00037682356251461283 -0.067637566912942301 -0.0023616883423428423 -0.00018333591122162405 -0.070881216488286145 0.10005906855725924 0.069768459920377945 -0.10037310490625949 0.0033935048503053429 0.00095201841941976455 -0.00017811709491382828 0.0020360945784461165 -8.0698127601203697e-05 0.014987070456553335 -0.10035353977862958 -0.038338386749998787 0.00068308602055436448 -0.10012930806109416 0.091950353008738162 -0.088988932875220569 -0.078898761246108159 0.021839976747441713
leaf_weight=0.054939918889424955 1.0095221969974764 0.53562144308161919 0.54816535658301191 4.5692346940122643 1.9187980203414552 0.52870620888279507 0.56995399296192761 3.5715921058153981 9.1659196629731472 0.0010237281959135109 0.50686125731824194 0.51811056862788973 0.011768076383374966 0.0017343488289043307 0.001154784187294311 0.014745861264600535 0.52460485618088959 0.0035676205866107995 0.50171574857449741 0.53459987282417376 17.994609878636293 0.012310855414553457 0.01768905725566583 0.0087317425843025376 0.54045567097256597 0.0057150465795530172 0.0016506340507476116 0.0033741249482270854 0.0024113491037525128 0.0017785812815418467
leaf_count=34 51 127 70 107 58 27 62 89 372 295 11 38 24 1 20 23 57 319 13 50 1555 659 46 12 228 56 20 107 96 6
internal_value=-4.01518e-08 -0.000807841 2.95823e-05 1.15891e-06 0.000270837 -0.000693142 0.000600852 0.0012574 -0.000104321 -0.00125786 -0.000828239 -0.0040227 -0.0625386 0.0251667 0.00256198 -0.0872833 0.000322099 0.0177799 0.00164752 0.000122619 -1.53694e-05 -0.000208756 -0.00408737 -0.0798583 -0.000560958 -0.0252429 -0.00536052 -0.0134423 0.00200568 -0.0361362
internal_weight=43.6811 1.54514 42.1359 41.5878 11.6929 2.9821 8.71078 4.14155 29.8949 2.14023 2.08529 0.552105 0.0339944 0.00748048 0.00574613 0.0265139 1.53318 0.0047224 1.02632 2.4534 27.7546 18.5887 0.594117 0.0264208 0.567696 0.0272406 0.0215255 0.0198749 0.0165008 0.00418993
internal_count=4633 178 4455 4385 393 135 258 151 3992 835 801 720 682 635 634 47 81 339 70 108 3157 2785 1230 58 1172 944 888 868 761 102
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=15 16 2 10 19 13 13 2 15 9 9 13 10 18 0 5 10 5 13 16 17 5 3 15 17 3 12 17 14 9
split_gain=9.81395e-05 0.00483882 0.00414155 0.00143694 0.00111551 0.00190535 0.00100107 0.00253044 0.00074957 0.000677878 0.00131903 0.000522154 0.000344481 0.00056276 0.000509177 0.00026159 0.000226727 0.00103619 0.00077217 0.000215511 0.00122819 0.0198281 0.00217342 0.000383194 0.000714235 0.00187847 0.00169898 0.00301659 0.00111843 0.00048549
threshold=19.846565044850003 14.184966829400002 138.24741514690001 78.290589216800015 11.950964240300001 102.54048155345002 97.873318238950006 156.97960885415003 18.471549165800003 209.24553857890001 70.238863950400017 104.92245545700001 74.927328095600004 15.064837217800003 109.89341454020003 7.4107699470000012 75.629015667650023 14.608687763150002 104.19926021995002 18.634956423400002 184.58362717140002 17.352342178450005 83.511574906150017 27.063546193350003 172.18378740490002 101.45434446875002 66.834523482800009 175.03333773695002 144.12207640715005 205.73475031020004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 11 -3 -6 7 -1 -5 10 12 -4 -9 -14 -15 -16 18 -18 -2 20 -20 22 -22 -21 25 -25 -26 -28 -29 -27
right_child=16 2 3 8 5 -7 -8 9 -10 -11 -12 -13 13 14 15 -17 17 -19 19 23 21 -23 -24 24 26 29 27 28 -30 -31
leaf_value=-0.10010045930654071 0.0037738838233865473 0.099840075920157659 -0.1000457115563743 -0.028150371840151213 -0.0071070637418647253 0.097712638753577052 0.00033449075503958712 -0.042753780704237507 0.069124287921974698 0.053262077367943667 -0.1000210072763444 -0.01178162031968729 0.075534321689704725 -0.054483219231462869 0.00061065629972683049 0.061338856823175629 -6.2870600688247772e-05 -0.004798851570149771 5.1672022576624085e-05 0.0027370850466394052 -0.098993607410439 -0.00057065649878742836 -0.036599828574416016 -0.1001063078895289 0.095702829722570187 -0.021308922922117259 0.082377936951397029 -0.047802920574860831 2.4585900578322334e-05 0.055957794391081062
leaf_weight=0.003509501752522644 0.54776455070127994 0.0084867926669506648 0.0020125884922208574 0.0014358281246273918 0.0034369664695201871 0.0035002396487027465 1.0091651895564009 0.0012843761827809885 0.001767066627053282 0.0018346182650272888 0.0014675680324292943 0.0010048955077947446 0.0011982431369119695 0.0012979583249723703 0.0022949319132574697 0.0010266262603693121 3.0203333948197364 0.54539714945872209 3.0490611593792094 0.53005668923433447 0.022879564831100763 0.53543080053379222 0.0073849288518772474 0.0025136670737834202 0.0018561790129812952 0.0017355649949741814 0.0044477279386033733 0.0048900784058848448 34.351616105232623 0.0015301422390621156
leaf_count=383 141 35 19 49 15 25 101 81 18 113 116 45 18 111 319 23 403 158 435 129 61 231 17 6 10 40 25 21 1480 5
internal_value=-4.72621e-07 0.000957082 0.0477469 -0.0211341 0.075526 0.0457808 -3.28081e-05 -0.0266729 0.025517 -0.00190488 -0.0137151 -0.0706516 0.00411891 0.0144669 -0.00137319 0.0193805 -2.39409e-05 -0.000787264 4.57397e-05 -7.28462e-06 -0.000742294 -0.00502172 -0.0837687 6.88467e-05 2.76953e-05 -0.0351238 3.36073e-05 2.84393e-05 1.77784e-05 0.0148943
internal_weight=43.6716 1.04472 0.0216444 0.00622038 0.015424 0.00693721 1.02308 0.0139138 0.00320289 0.0104043 0.0085697 0.00301748 0.00710214 0.00581776 0.00461952 0.00332156 42.6269 3.56573 39.0612 38.5134 3.61476 0.565695 0.0302645 34.8986 34.3686 0.00577937 34.3628 34.361 34.3565 0.00326571
internal_count=4633 1471 206 131 75 40 1265 1164 67 781 668 64 552 471 453 342 3162 561 2601 2460 744 309 78 1716 1587 51 1536 1526 1501 45
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=5 5 5 2 6 12 9 7 9 15 2 2 18 6 6 8 6 3 18 0 8 13 5 17 0 0 6 3 16 10
split_gain=9.85107e-05 0.000613182 0.000738019 0.00142456 0.000475219 0.000895936 0.00922977 0.0145627 0.00806942 0.004446 0.00480855 0.00209412 0.000979117 0.000915154 0.000360811 0.000271452 0.000732427 0.000458488 0.00111564 0.000641486 0.00081059 0.000595444 0.00146785 0.000559595 0.000425233 0.000509468 0.000762802 0.000547729 0.000411374 0.000256009
threshold=20.743195000100005 21.191508333600002 20.911722254300006 103.92649527695001 14.745344522600002 121.79144674955002 199.89081775665002 24.314922763450003 214.52351813370004 34.563011034450007 134.46474107450004 141.45287911200003 13.988302431200003 16.495385412050002 14.515339148550002 8.543332867800002 16.425383776450001 93.499196860750018 13.304953393500002 85.882794977150013 7.943800736700001 117.55283175385001 21.482549112100006 197.02652249450003 85.216057360850016 86.135510041400025 16.485385178400005 92.913112988300014 22.544947280100004 61.917879202350001
decision_type=2 2 2 2 2 2 2 2 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 14 12 -7 11 9 10 -9 -8 13 -6 -1 17 -17 18 -3 29 -21 23 -23 28 -18 26 -26 -27 -20 -19
right_child=1 15 3 -5 5 6 7 8 -10 -11 -12 -13 -14 -15 -16 16 24 19 21 20 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=1.327228527829452e-05 -0.0001973829379539598 0.0051807211656108064 -0.00073435538979386506 -0.0070570106385999826 0.0048683425150076905 -0.00010020628660258223 0.10013074241607689 -0.048214020621907321 0.058276250885992524 -0.091949841956171591 0.04572170109407897 0.053527779903231813 -0.0032880435707963486 0.00030703095844437819 -0.0026494609100017608 -0.003872546797883414 -0.002710082637952662 0.0017570908240612212 0.0020591972953397687 0.00036329291524694434 -0.005240294305464379 -0.00011864629471695348 0.0062004363919005686 -0.0030705314079878306 0.0045840019629650279 0.00064254874801857563 0.00032738662711528314 -0.002037303564237035 -0.00031602005290113727 -0.00013623833515413541
leaf_weight=16.796715471227721 2.5233237741835426 0.57306936202573222 1.0106716848067661 0.5504314489762957 0.56221608278792912 0.55892181642320782 0.022251374932238832 0.012756450389133533 0.014578534973225032 0.0088269720092171156 0.0095135788020925816 0.017015517492836807 0.56736032530613645 2.0211253096111808 0.52478987567709978 0.55910344202748774 0.5641078080104992 0.89358492542206569 1.0265460307515186 0.50141660855388159 0.53208645959261958 1.0029054097831247 0.58029375891783264 0.54476754368402946 0.53110919525845224 1.5191019349913406 2.0307004523811631 1.5316815529740777 2.5171379148960114 3.5570129297899777
leaf_count=2259 74 69 77 73 94 53 14 28 25 20 22 32 65 30 156 77 122 452 77 6 54 5 74 110 47 28 57 37 20 376
internal_value=-5.76409e-07 -0.000145927 -0.00125468 -0.00296367 0.000154638 0.0011682 0.0045673 0.0352795 -0.00311149 -0.0318906 -0.00808543 0.0799363 0.000473578 0.00129972 -6.74006e-05 9.93325e-05 -0.000406619 0.000389898 0.000975811 -0.000277278 -0.00252165 0.000550942 0.0021975 -8.66663e-05 -9.28898e-05 0.000170158 0.00120986 -0.000702902 0.000372041 0.000243902
internal_weight=43.6651 22.5491 4.08443 1.5611 21.1161 3.79457 0.643864 0.0849424 0.0456755 0.031097 0.02227 0.0392669 3.1507 2.58334 17.3215 18.4646 6.7358 11.7288 6.24472 5.4841 1.0335 5.67165 1.5832 4.08845 6.1767 5.61259 2.56181 3.05078 3.54368 4.4506
internal_count=4633 1835 224 150 2798 383 194 141 95 70 50 46 189 124 2415 1611 368 1243 355 888 60 286 79 207 291 169 104 65 97 828
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=15 8 19 13 13 18 17 17 7 15 2 5 16 5 0 6 6 6 6 6 6 6 6 15 16 0 5 0 9 13
split_gain=0.000135959 0.000524161 0.000355034 0.000122034 0.00090974 0.000459943 0.0012187 0.000559683 0.000719471 0.000324948 0.00225202 0.000781598 0.00188914 0.000623332 0.000590137 0.00513224 0.0153885 0.00539964 0.00191866 0.00138319 0.00210986 0.000358097 0.0017156 0.000320209 0.000337198 0.000299557 0.000233557 0.000231624 0.000638318 0.000967732
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 117.60660091645001 117.62810858150002 13.565012728250002 191.75825325995004 188.27285108100003 23.602039070650005 37.882159664350006 147.79312796670004 20.911722254300006 22.584947186600004 21.191508333600002 86.904409066750006 16.535386346650004 15.205355270700002 16.285380505300001 13.855323727400002 16.165377701450002 15.785368822600002 14.845346859150002 14.705343588000002 42.629181320700006 22.674946976100003 86.420486603250012 24.148799123900002 86.264556031700025 187.55294863440002 117.60122400020002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 23 -9 11 -11 25 13 -13 26 16 18 19 -16 20 -18 22 -20 24 -6 -1 27 28 -12 -30
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 14 12 -14 -15 15 -17 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024590275038870145 0.00041905887103412448 -0.0034538293602075446 0.002558913411062421 -0.0043770645533116308 -0.00035790986258845884 0.0027770398095540842 -0.0048619321063126395 0.0047416212053325787 -0.00051681997433573326 0.0065940858585032854 0.00058278574557191199 -0.0036743360570900378 -0.0069273043715100185 0.00013333576357881045 -0.011841271207545981 -0.00034753867865269827 0.021636586506637849 0.1001083513281712 -0.098589784850121889 0.0015608904315785148 0.081436300431974987 -0.090251833511219418 0.015277053942767672 0.0013128488815015095 -0.0030574846928227749 5.9814714193539927e-05 0.0010470694999028562 9.9874595414668524e-05 -0.0059272033601152213 0.00019962694654837568
leaf_weight=0.53297196122046386 1.0092981670079271 0.5345343177944798 0.5494587305429367 0.52765592206760015 2.5188585682364337 0.52631496247477105 0.53305863473610759 0.54453120991820447 0.49829886853694916 0.58526603848804271 1.0079436482799331 0.51718300737282241 0.53926300977764174 2.5484582138480318 0.0095673170024495047 0.50508964439359261 0.014553731372870971 0.018523524973716121 0.0034300146536256904 0.0098869370413012803 0.0099227063728903886 0.0057271493757866665 0.0021542218560927084 0.87569099017855467 0.56681365313079357 22.07267708414593 1.5206814141702123 4.042259968300641 0.53146069539318552 0.50065920501947403
leaf_count=62 51 127 70 24 115 45 32 47 2 77 13 88 33 700 21 6 24 14 34 10 31 12 28 20 55 2760 52 37 41 2
internal_value=-1.90163e-07 -0.000921884 3.35942e-05 2.14456e-07 -0.000394487 -4.79199e-05 -0.000316432 0.000167766 0.00222896 7.45923e-05 0.000601605 -0.000101687 -0.00146915 -0.00050903 0.00017295 0.00325088 0.02789 0.0565878 -0.044803 0.0331281 0.0458793 -0.0726825 -0.0546636 -0.000374845 -0.0008538 0.000116381 -6.13885e-05 -0.000338521 -0.00120718 -0.00295521
internal_weight=43.6622 1.54383 42.1184 41.5689 6.59122 6.06357 5.53725 5.00419 1.04283 34.9777 8.76713 26.2106 3.6049 3.06564 8.18186 0.578855 0.0737656 0.0528869 0.0208787 0.0343634 0.0244764 0.0113114 0.00558424 3.96136 3.08567 22.6056 7.603 6.08232 2.04006 1.03212
internal_count=4633 178 4455 4385 340 316 271 239 49 4045 402 3643 821 788 325 180 174 79 95 65 55 74 62 190 170 2822 145 93 56 43
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=8 8 5 16 13 15 10 16 19 6 3 7 17 9 3 16 5 5 15 14 7 8 4 6 14 5 5 15 3 5
split_gain=0.000168621 0.000147828 0.000238688 0.0002272 0.000222788 0.000452127 0.000465955 0.00108369 0.00237943 0.000348257 0.00143808 0.000329702 0.000586894 0.000235522 0.00601456 0.000212147 0.000163168 0.000138279 0.000268697 0.00014486 0.00176261 0.00374036 0.00202974 0.00107068 0.000606498 0.000581632 0.000532768 0.000489659 0.000853342 0.000566248
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 117.60660091645001 46.674706678850008 62.041548276350007 22.604947139800004 14.351157895250003 16.515385879350003 93.82450029455002 23.299327580650004 185.54770736950005 197.89372115420002 93.499196860750018 22.634947069650003 23.195398057700004 24.148799123900002 42.33967733730001 243.11725288025005 22.995234593000003 8.1436447804000007 248.32992249220004 14.055328400500002 354.56833066625006 20.165068834500001 20.315138807500002 37.882159664350006 93.571785230250015 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -9 11 -11 12 -6 14 -1 -13 -12 18 19 27 21 22 -21 24 25 -24 -26 29 -29 -8
right_child=-2 2 -4 -5 9 -7 17 8 -10 10 16 15 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.050700291374714296 -0.0017292976744037831 0.0019351904776503421 -3.6142392685981782e-05 0.0019430884867970807 0.00019890224361974126 -0.002881914243912887 0.0001804418861333962 -0.0010429989454507119 0.0082664423319206981 -0.0061098130306921281 0.0014120520441425883 -0.00014058014891874275 -0.0038532704980208097 -0.00029187971036829505 -0.0003048091675720725 0.0017220354214968103 -0.00084693110239130592 0.0015851777955351032 -0.0022720119173673474 -0.10009683933491431 -0.00030421749381352909 -0.10013594229796273 0.005649303691326291 0.097883164742256112 0.0014580753249519296 -0.082472689011501288 0.091007954062269442 0.0050388983480041498 0.00011762674324003756 -0.0015817864148862716
leaf_weight=0.024227942077207687 0.55660347684446421 1.0311239223956357 1.5190313073241837 0.57878391645863203 1.0075981704296753 0.51903319282716509 15.405702794598865 0.53041742571258488 0.56916027830266103 0.53817246211747227 0.50810360984178249 1.5229066604491666 0.55391234056365579 2.5104951210523723 0.50529657199045164 1.0217532844062587 0.86254925351767497 0.5094309882671294 0.54702443186026783 0.0015675733479806331 9.1994418267681883 0.0055091633330448539 0.0024327781218786981 0.0015880330451381042 0.0014808103916998938 0.0010821719086635539 0.0012049862655985066 0.53922106389290902 1.0166741884313522 2.0681896929341468
leaf_count=24 204 34 38 36 13 101 1119 39 65 46 10 33 60 16 421 22 116 60 89 9 1623 9 77 11 48 48 18 25 34 185
internal_value=1.06896e-07 2.24392e-05 0.000760942 -2.40012e-05 -5.24826e-05 4.68737e-05 9.23322e-05 0.00108544 0.00377573 -0.000613424 -0.00172943 -9.46273e-05 -0.00123852 0.000112362 0.00202889 0.000607313 -9.52178e-06 -4.79748e-05 -7.68718e-05 -3.43569e-05 -0.000359815 -0.0347661 0.00372462 0.0246198 0.00585677 -0.0214814 0.0416347 0.000123231 0.00182317 -2.81334e-05
internal_weight=43.6597 43.1031 2.55016 40.553 39.9742 33.9592 33.4401 4.1396 1.09958 6.015 1.90883 4.10617 1.56151 3.04002 0.529525 2.54466 1.37065 29.3006 28.7911 28.2441 9.21431 0.0148655 0.00935635 0.00778878 0.00620075 0.00351495 0.0026858 19.0298 1.5559 17.4739
internal_count=4633 4429 72 4357 4321 4021 3920 565 104 300 172 128 73 461 445 55 126 3355 3295 3206 1843 220 211 202 191 125 66 1363 59 1304
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=8 19 5 5 9 10 13 13 3 17 13 15 10 17 6 6 9 17 0 4 4 9 3 15 5 16 5 2 3 5
split_gain=0.000136444 0.000127809 0.000488509 0.000814694 0.000351674 0.000333017 0.000255667 0.000286138 0.000600562 0.00023895 0.000148296 0.000661572 0.000599737 0.00933765 0.000145306 0.000525109 0.00119847 0.000307376 0.000252887 0.000243046 0.00138295 0.000241376 0.000279167 0.000224204 0.00042635 0.00114951 0.000269879 0.000245939 0.000205547 0.000148513
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 22.887221773600004 201.16241229375001 62.095317438950012 117.61735474900001 117.53132408880002 93.733092718100025 190.19286262750003 117.71413924170001 42.968808980200009 61.923256118600001 184.89106522365003 16.455384477450004 16.505385645700006 199.17419511990002 162.04221493815001 86.624809421150005 128.88186563570002 141.79569928155004 193.49750438550004 93.394346993650018 44.024213102900006 21.836296031200003 22.614947116400003 21.482549112100006 163.12111328040001 94.031511570550009 21.252944829650001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -9 -8 12 -12 13 -1 17 16 -16 -14 21 -19 -21 22 -17 24 26 27 29 -26 -24 -22
right_child=-2 2 -4 -5 -6 -7 9 8 -10 -11 11 -13 14 -15 15 18 -18 19 -20 20 23 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00017148995973296447 -0.001554739901765028 9.1230053762611569e-06 -0.002469989172852891 0.0043308161044719904 0.0027000654254917805 -0.0023286326889099883 0.00049818121869466784 0.0045197235600688548 -0.00028316138133306542 -0.0024825952469658282 -0.0038751252934054758 0.00062362814202733714 -0.050397396235319775 0.053200291663486547 -0.0057585945992627632 0.00071119506976072494 -0.00034149511495896009 -0.027248068593238636 -0.00093651224080086408 0.10002364338581932 -5.0797926434526528e-05 0.00094891099987656552 -0.003040229147665139 -0.0019587368949293671 0.002258196504517839 0.005411311760174382 -0.0023080686608672792 -0.00017892815101476397 -0.00019275716632068425 0.0011848111690963331
leaf_weight=0.50340018521129848 0.55715701410649998 1.5047962396456593 0.51893529038540442 0.56579926117029788 0.54620212182686589 0.53465307647275029 0.55471684238364083 0.53104229824930349 0.51074424295802601 0.5220180415744835 0.52213757841724973 0.87413135687529575 0.0012071974304949098 0.035063668191659625 0.55893670282964203 1.0178704987993115 1.5164720350758214 0.0032579049730178103 2.0262399553638524 0.001384080387654473 21.041840104408237 3.0410512521741282 0.51296875314437773 0.5379600987712746 0.52064057938015373 0.5370849008031654 0.51561763612910638 2.0228625705236913 0.50120080839676107 1.0199000628182364
leaf_count=321 204 13 84 94 74 71 19 30 15 25 107 20 265 34 56 12 24 8 37 2 2597 32 27 82 47 34 36 110 122 31
internal_value=1.5048e-07 2.02506e-05 0.000457433 0.000745697 0.000314493 1.11809e-06 0.000344894 0.000891104 0.00216507 -0.000946946 -4.75791e-05 -0.00105869 -8.27006e-06 0.00330397 -5.86855e-05 -0.000401179 -0.0018004 6.12413e-05 7.86558e-06 6.35662e-05 6.69627e-05 0.000385059 -0.000458774 6.16814e-05 0.000104043 0.00120759 -4.65322e-05 0.000319937 -0.00163301 6.32349e-06
internal_weight=43.6573 43.1001 5.78891 5.26997 4.70417 4.15797 3.62332 2.54658 1.04179 1.07673 37.3112 1.39627 35.915 0.538464 35.3765 9.17474 2.07541 26.2018 7.09933 26.2005 26.1973 5.07309 2.03204 26.1959 25.6579 3.08059 22.5774 2.5435 1.01417 22.0617
internal_count=4633 4429 425 341 247 173 102 58 45 44 4004 127 3877 355 3522 310 80 3212 230 2947 2939 193 161 2937 2855 191 2664 157 149 2628
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=17 17 16 12 2 12 8 5 16 9 9 9 9 9 14 13 13 10 9 2 13 7 18 18 18 3 7 0 17 18
split_gain=0.000117418 0.00106668 0.000318183 0.000204123 0.000169861 0.00053994 0.00119813 0.000512802 0.00140927 0.000630283 0.00056867 0.000787653 0.000347177 0.0102244 0.00473289 0.00100514 0.00275371 0.00304636 0.00220341 0.0005458 0.000619095 0.000424642 0.000562963 0.00100315 0.000945725 0.000415149 0.000345385 0.000339795 0.000566954 0.000470078
threshold=183.58889821140002 182.37451917730002 22.714946882600003 183.92105421625004 83.274686722450014 114.82338089645002 7.943800736700001 17.687678651600006 20.394952307700002 193.49750438550004 196.40176798710004 199.39609444495002 186.70853236170004 185.00606802455005 178.81552749445004 117.49368567500001 117.47755492620001 64.953148431650007 181.33671263215004 134.46474107450004 104.55682515125001 23.109894804950002 13.317304170000002 13.24088655595 13.141419083100002 93.571785230250015 22.907491544400003 105.7585659356 195.59800312745003 17.479796446900004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 10 -9 -10 -2 -12 13 15 -14 16 17 -7 19 -19 27 22 23 24 25 -16 -27 28 -21 -29
right_child=2 -3 -4 -5 5 12 -8 8 9 -11 11 -13 14 -15 21 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00018061561564876828 -0.0013894043123075166 -0.0045894039316862929 0.0023602281849003158 -0.0019037513630010855 0.00016724971920318503 -0.073594945764224831 -0.0056592136938924155 -0.0050385999424099421 -0.00010671378996660623 0.0036578977379458297 0.0056344565866835901 0.0011757195808301281 0.10005671260210154 0.065195485407418527 0.0020269276775894737 -0.00019172394871611203 0.10002149163193803 -0.061952594202998347 0.080507543514438895 0.0023481158405301099 0.063302471213642714 8.6666865661357524e-05 -0.0041032396884185885 0.0033431264284477648 -0.0051939628302450479 -0.0032273370096605985 0.00041954804325054063 0.038691713454516788 -0.077662972217552223 -0.031198318256972647
leaf_weight=5.4121897466542537 0.51691353453059763 0.55383889998203972 0.59624347647036202 0.5144979422990178 1.0013903006133684 0.0038806612532464859 0.54502368002795254 0.52764430461044076 2.5226451477501546 0.5399121611699228 0.53242486488306928 1.5484719786609842 0.0047233180084792483 0.024849790710618325 0.51638768745761066 1.0126576329433872 0.0036874691722914568 0.0012382557337672359 0.0049710053107219201 0.0027178497893158848 0.0017069272281018408 24.632521846035196 0.53470358345573687 0.52983283857922092 0.52645919629848936 0.53050520640666821 0.50872080492052518 0.0030171185198204498 0.0013136905774207008 0.0014130983183289203
leaf_count=951 31 114 98 425 21 35 75 59 77 51 13 85 11 28 14 38 6 89 24 164 18 1508 55 35 24 68 12 131 139 234
internal_value=2.76361e-07 -0.000392521 6.87488e-05 -3.2905e-07 3.13981e-05 -6.58374e-05 -0.00188625 0.000508959 -0.000265402 0.000556967 0.00157913 0.00231655 3.1756e-05 0.0018067 -3.60537e-05 0.00028712 0.020537 0.00606921 0.0249452 0.000731788 0.00836496 -5.30726e-05 -0.00114699 -0.000541795 -0.00153041 -0.000290564 -0.00144212 -0.00271718 -0.0237238 0.016399
internal_weight=43.6565 6.48053 37.176 5.92669 36.5797 30.3917 1.54641 6.18801 3.5902 3.06256 2.59781 2.0809 28.8453 1.06145 27.7839 1.0366 0.0239461 0.0202586 0.0163779 0.0114069 0.0101687 27.7791 3.14661 2.61191 2.08207 1.55561 1.03923 0.00846176 0.00403154 0.00443022
internal_count=4633 1490 3143 1376 3045 2729 96 316 187 128 129 98 2633 906 1727 878 840 834 799 775 686 1716 208 153 118 94 80 668 303 365
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=8 8 5 17 17 16 12 7 17 7 13 9 12 7 18 16 0 0 13 10 7 18 6 6 17 9 9 9 7 7
split_gain=0.000112003 0.000182687 0.000216865 0.000144734 0.000725563 0.000354244 0.000212416 0.000513491 0.000569586 0.000477372 0.000939892 0.00103423 0.000308804 0.00128823 0.000533656 0.00034571 0.000246419 0.000706036 0.0011456 0.000380546 0.000389833 0.000378002 0.000223243 0.000326566 0.000303446 0.00091859 0.0223949 0.0075701 0.015317 0.000590243
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 183.58889821140002 182.37451917730002 22.714946882600003 108.01934997995001 24.872345000050004 197.26918533450001 22.435297587800004 109.96062599345002 185.98753508445003 114.82338089645002 25.198021589200003 13.087929333200002 22.664946999500003 86.345209775600011 86.036037090600004 117.64961624655002 62.009286778800011 23.276000438150003 13.304953393500002 16.565387047600002 16.525386113000007 192.19686994285004 197.89372115420002 206.39860865795001 204.20786774030003 24.673428656250003 23.393539929150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 9 -5 -11 -12 13 -8 -14 16 17 19 -19 20 -16 -18 23 24 25 -23 27 -27 -29 -26
right_child=-2 2 -4 5 -6 -7 12 -9 -10 10 11 -13 14 -15 15 -17 21 18 -20 -21 -22 22 -24 -25 29 26 -28 28 -30 -31
leaf_value=-0.00013478990398445648 -0.0014076828252990166 0.0019589105385936657 8.0139123778735376e-05 -0.00076080685434401626 -0.0039341952561697102 0.0024802132661888611 -0.0054793162223013879 0.0035412486947272582 -0.0028384694776006237 -9.8559783815468601e-05 0.00048737370388619725 0.0067502328302493086 0.0030437594612210536 0.00021483747879764536 -0.0035203525645743417 -0.0025505456063689338 0.0016311601715053182 -0.0060654617594722371 0.00049243279806111286 0.00070890030382144895 -0.00014402222633959404 1.0241077523461938e-05 0.0014492504628056831 -0.0018151122378682865 -0.0024416049803044878 0.08110462477540531 -0.0025148424213545391 -0.10031405456341583 0.077255027152665801 3.0368972447189141e-05
leaf_weight=5.4055620202442718 0.55760687887717253 1.0311616568942548 1.5200773959542031 1.5100029720196788 0.55415107781312656 0.58744744505747704 0.53956423185092761 0.53040721111159861 0.52699425843646697 1.5438128140165193 0.50281715518212855 0.55441028272616677 0.55959458603799461 1.5070627747845717 0.51776458582784446 0.55317152976931439 1.5525934438810534 0.55754566224550195 0.51009392076230142 2.5342028398698746 1.0072052158467792 2.011882634541553 1.0175579726928834 1.0155506259443416 1.0414595037304568 0.046661488785240013 0.51944741316272669 0.0079553632858733181 0.012476052590500331 13.317946969189057
leaf_count=1285 204 34 38 45 110 50 65 80 62 46 6 56 116 16 41 65 52 50 8 83 34 281 16 17 87 32 66 61 7 1520
internal_value=5.01753e-07 1.87216e-05 0.000839502 -3.29245e-05 -0.000488069 4.5505e-05 3.43621e-06 0.000593781 0.000256708 0.000653479 0.00147453 0.00377162 -0.000102398 -0.00128635 -1.19266e-05 -7.71332e-05 -2.38335e-05 -0.000644038 -0.00293225 -4.2195e-05 -0.00129037 0.000130944 8.29441e-06 -7.32849e-05 3.10276e-05 0.00102545 0.00450768 0.0588775 0.0081151 -0.000148918
internal_weight=43.6542 43.0966 2.55124 40.5453 5.95971 34.5856 33.9982 5.16844 4.63804 4.11104 2.60104 1.05723 28.8297 2.04663 26.7831 26.2235 25.6703 5.12681 1.06764 4.05917 1.52497 20.5435 18.9909 17.9734 16.9578 2.59842 0.58654 0.0670929 0.0204314 14.3594
internal_count=4633 4429 72 4357 1395 2962 2912 295 215 153 108 62 2617 81 2536 2420 2355 216 58 158 75 2139 2087 2071 2054 447 166 100 68 1607
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=5 5 15 0 10 7 7 6 9 6 15 19 5 10 13 9 9 9 19 10 19 16 5 18 10 0 18 18 12 3
split_gain=0.000105957 0.000610799 0.00635824 0.00615927 0.00436981 0.00296065 0.00188965 0.00134273 0.000827088 0.00083334 0.000413128 0.000265149 0.00017199 0.000155901 0.000687155 0.000365394 0.000653669 0.000274552 0.000561349 0.000248236 0.000464961 0.000640146 0.00167073 0.000439688 0.000143421 0.000116672 0.00017297 0.000980435 0.000372463 0.000226585
threshold=25.361845021250002 25.704065249550002 51.19990836680001 86.420486603250012 61.740440965750004 21.698399695800003 20.797746106000002 17.995420460100004 205.73475031020004 17.275403637050001 46.723315192750007 14.651182102100002 30.922794813800003 61.987779113750001 117.62810858150002 194.57718764590001 190.07378137140003 204.51365672970005 14.151141757350002 62.041548276350007 14.351157895250003 22.614947116400003 22.744024947450004 13.405741979600002 61.923256118600001 85.968825637350008 13.304953393500002 13.154691941050002 66.834523482800009 93.181958801350021
decision_type=2 2 2 2 2 2 2 2 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 -4 9 12 11 13 -3 14 -1 16 24 18 -17 20 23 -22 -23 -15 -16 -21 27 -27 -28 -30
right_child=1 2 7 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 19 15 17 -18 -19 -20 25 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0039215751132311962 0.00054075257961782122 0.03618612384140981 -0.10010381858616768 0.096401806478635485 -0.093614239352405135 0.083075672270549711 -0.1000462703968143 -0.011666271127590328 0.065987544149568297 -0.089844994531133857 -0.00283606653615814 0.0022011834982199907 -0.0086940949650977355 -0.0031162459878602659 0.0007702498867294366 -0.00054315751910980858 -0.0040021250485582993 -8.4434715920723622e-05 0.0040624095780468304 -0.0010823121707616173 0.00042389818046972545 0.0071433322873829634 -0.00080754546616321481 0.00097624708413834795 -0.00082642833527923855 -5.2964751979223536e-05 0.044560697533081894 0.0045428377537981655 -5.2369009001808386e-05 -0.0021579427780119768
leaf_weight=0.52873860956437724 1.0109657893676893 0.0016725062865664067 0.004774224830274453 0.01046376420561046 0.0039132123576930957 0.0054959610002214285 0.001867370395793877 0.0026807707035914063 0.0020853182359132916 0.001016942907023248 0.51597340238072931 0.54551076407005794 0.0017445007403811275 0.53333079599815281 0.89606414872832907 0.49841824360191844 0.56853251410575456 2.0137139171176841 0.56424730633352738 1.0332920259157088 2.5197328549693343 0.55446518097596686 0.50499367032716691 0.51701685330499458 1.5115882468689958 3.0360827236744927 0.0018679230232646607 0.54797013567610964 25.190855212573549 0.52166591239801974
leaf_count=81 50 83 57 21 117 16 23 5 6 202 72 55 60 26 54 3 26 50 41 198 37 37 27 28 32 76 7 69 3049 25
internal_value=7.91088e-07 0.000994795 0.0138473 0.0355187 -0.000279994 0.026029 -0.0113551 -0.0683022 0.0140495 -0.0103773 -2.36292e-05 1.08495e-05 0.0132732 -1.79126e-05 -0.000464406 -0.000162395 -0.000952348 0.00060183 0.00190228 6.61378e-05 0.000748191 0.00129108 0.00335353 -0.00110178 -0.000232187 -3.79642e-05 -1.13232e-06 0.000649693 -9.18439e-05 -9.50877e-05
internal_weight=43.6507 1.04668 0.0357146 0.0282596 0.0177958 0.0138826 0.00838664 0.007455 0.00651927 0.00443395 42.6041 42.0881 0.00341701 41.5426 6.5813 6.05256 2.97618 3.07638 1.06267 34.9613 4.62954 3.57919 1.05946 1.05035 2.40765 30.3317 29.2984 3.58405 25.7144 25.7125
internal_count=4633 640 590 528 507 390 374 62 351 345 3993 3921 143 3866 287 206 112 94 44 3579 155 101 64 54 86 3424 3226 145 3081 3074
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=3 10 10 10 10 16 10 10 3 7 4 10 4 9 2 6 15 5 0 0 14 4 2 10 2 9 19 15 15 16
split_gain=0.000110208 0.00140543 0.00409522 0.000884409 0.00252086 0.000481543 0.000311904 0.000933915 0.000135027 0.000157274 0.000360404 0.000134236 0.00122251 0.000349628 0.00123475 0.000273024 0.000232127 0.000572701 0.000188256 0.000219295 0.000621095 0.0010114 0.000614205 0.000434288 0.000557042 0.000230771 0.000245433 0.000151072 0.000295162 0.000180625
threshold=95.346167596350014 61.546871980350012 58.309968391300011 61.076391807500009 59.240174904450008 22.704946905950003 57.027573863050009 55.922617571450012 93.915907870950022 22.227765484150002 128.88186563570002 61.987779113750001 141.79569928155004 195.13041324455003 86.916594916350007 16.485385178400005 46.674706678850008 24.225659292200003 85.866664228400012 86.345209775600011 144.12207640715005 143.58239362595003 151.08605618930002 62.041548276350007 156.97960885415003 185.98753508445003 14.351157895250003 42.33967733730001 40.856592954650004 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -4 8 7 -2 9 -1 -11 13 -13 14 -12 -15 17 18 -14 22 -21 -22 25 24 -23 -20 -27 28 29 -25
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 11 12 16 15 -16 -17 -18 -19 19 20 21 23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0017197582346043416 0.020377744967541443 -0.00044858332850473243 -0.10003586087128183 -0.096996321526451795 0.045625977729859102 0.002813572354463818 0.024928640010832569 -0.083900818532161359 -0.0016075346226544478 -0.046031370130031023 0.00033102971846909438 0.1000208441201564 0.0018968261560507061 0.00067992379356083025 -0.0055781713113090018 -0.00087314381655190167 -0.0020402069586152294 0.0033766624177012407 -0.00067947666421220416 -0.067859646854037489 0.10003447618181396 -0.00017536031419469026 -0.0022412571524260852 1.4711628800211688e-05 0.0031233644168829813 -0.00011618655653490807 0.0029449449863337431 -0.001683901249470007 0.0023659942568221943 -0.0018619605439029398
leaf_weight=0.52708914023629816 0.003122922518001712 0.85510312486781848 0.0028511939672761916 0.0058369228004284679 0.0020368948745796978 0.60980573373171765 0.0082061913047888346 0.001184644487727482 0.52692857590327591 0.0017022228275881393 1.0061248111887859 0.0012234037858495075 0.53543546280615473 2.551351219911794 0.54523434919137148 2.0345982691269455 0.52067304094130307 0.5212432936350514 1.0093826386437248 0.0013448996469439525 0.0010126688284824983 1.0075279943412199 1.5397206695377006 26.162612314514369 1.0406582037794576 0.51551237248349913 0.53244018315308494 0.5278119019575368 0.52780308836101042 0.52311681411811051
leaf_count=265 253 257 59 13 40 80 52 61 174 4 10 2 39 49 53 32 66 24 16 6 1 18 52 2796 32 8 46 63 35 27
internal_value=8.05271e-07 -0.00110802 -0.0253728 -0.0707175 -0.0393377 2.35763e-05 0.0134903 -0.0083004 -1.67779e-05 3.3552e-06 -1.86534e-05 -1.67479e-05 5.89606e-05 -0.0004481 -0.00174579 -9.1088e-06 5.54631e-05 8.71408e-05 3.65978e-05 6.76658e-06 9.58173e-05 9.88852e-05 -0.000730778 9.5488e-05 0.00150068 0.000399672 0.0014391 -8.2596e-06 2.42398e-05 -2.20765e-05
internal_weight=43.6487 0.878342 0.0232388 0.010725 0.00488809 42.7704 0.0125138 0.00430757 42.1605 41.6336 41.1065 41.1048 34.9675 6.13731 1.55136 4.58595 34.9663 34.4456 33.9244 33.3889 29.7919 29.7905 3.59706 29.7895 2.04819 2.05734 1.04795 27.7413 27.2135 26.6857
internal_count=4633 735 478 112 99 3898 366 314 3818 3644 3379 3375 3231 144 63 81 3229 3163 3139 3100 2978 2972 122 2971 50 70 54 2921 2858 2823
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=9 7 12 12 2 19 4 7 17 16 7 9 0 6 3 16 15 5 5 6 6 7 3 3 10 8 5 5 4 10
split_gain=0.000111392 0.000225967 0.00010201 0.000828184 0.000633672 0.000856992 0.000504773 0.000272474 0.00110324 0.000432422 0.00031606 0.000252224 0.00849633 0.000644196 0.00317786 0.000959898 0.000346517 0.000359588 0.000267639 0.00055493 0.000292817 0.000177114 0.00124882 0.00102792 0.0176108 0.012984 0.00501477 0.0111085 0.000494021 0.000305447
threshold=219.19610828025003 26.459406588900006 147.73915704645003 144.66294237600002 135.87377242040003 14.551174033150001 228.08113677860004 23.109894804950002 190.37043331840002 22.674946976100003 23.156313609200001 192.39832633775004 87.261973998100004 15.885371159150003 84.049266532200008 16.094962363000004 12.38011581135 4.9923198389000012 10.36813655115 3.0650716149000004 7.6151779274000004 23.695207782600004 89.404675128050016 83.17551763980002 70.128430332750014 7.943800736700001 18.331716563250001 18.678742451450002 157.77812180380002 64.724629490550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 21 5 -4 -6 8 -8 10 -9 12 -12 14 15 16 17 -14 19 -18 -20 22 -1 28 -25 -26 -27 -28 -23 -24
right_child=1 -3 4 -5 6 -7 7 9 -10 -11 11 -13 13 -15 -16 -17 18 -19 20 -21 -22 23 29 24 25 26 27 -29 -30 -31
leaf_value=0.0049389219579339368 -0.0024666051638765531 0.00048047790872006994 -0.0051668733042058452 0.0040714904665426306 0.0030496004397919164 0.00050706172174706614 -0.00012360855964931711 0.0023979029886114947 -0.0049692600931086437 0.0028723812074382391 -0.10029175169579918 -1.0491132586757391e-05 -0.018364527184916313 -1.5398813050110697e-05 -0.10025980900063938 0.067513614879894934 0.0023113636114561985 0.055976127914599244 0.033363275644872271 -0.1000032609169948 -0.038234084965578966 -0.0029434062784995801 0.00025426192673533608 0.0014559920151336002 0.045441501329788372 -0.096820912760526789 0.065612009867872745 -0.10024891595450519 0.00022447565377679325 -0.0022389659938223442
leaf_weight=0.56925024040957417 0.53050522866726169 0.51056389298848248 0.56565366939413653 0.53511351470040125 0.52881629916544781 0.50283944043962947 3.0514426874775165 0.5307109689997479 0.55537221856500929 0.53937578489376292 0.0086909924554527951 15.857275039675661 0.001258599381422032 0.50039615674177185 0.0037446954209841019 0.002150852807048409 0.0010086013179693154 0.0013470329029549033 0.0011510729179065038 0.0011173892200666558 0.0011339301979176319 0.52042904366280929 8.0792948733867274 0.56245748569563225 0.010743643480964238 0.035041513705436955 0.0070037569366832022 0.0095359102415386587 9.0995521515227278 0.52319328398171983
leaf_count=134 116 199 92 70 52 7 533 22 148 73 14 834 255 4 83 26 102 64 30 208 38 11 631 58 19 112 15 72 458 153
internal_value=6.97635e-07 -0.00102129 2.56702e-05 0.00019055 -0.000119545 -0.00249668 -1.87236e-06 -7.85087e-05 -0.000869735 8.50392e-05 -3.86829e-06 -8.1689e-05 -0.00224453 -0.000584465 -0.0226379 0.00906873 -0.00884676 0.0200673 -0.0259267 -0.0514637 -0.00216683 8.35927e-05 0.000402795 -0.000202177 -0.00413271 -0.0545686 -0.0753993 -0.0300148 5.30972e-05 0.000102627
internal_weight=43.6462 1.04107 42.6051 19.9516 22.6535 1.06849 21.585 21.0562 3.60681 17.4494 16.91 16.3793 0.521999 0.513308 0.0129122 0.00916748 0.00701663 0.00260563 0.00441099 0.00212599 0.002285 19.4165 9.17174 10.2448 0.624782 0.0623248 0.0515812 0.0165397 9.61998 8.60249
internal_count=4633 315 4318 1733 2585 99 2486 2434 681 1753 1680 1658 824 810 806 723 697 319 378 310 68 1663 918 745 276 218 199 87 469 784
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=17 17 16 2 12 3 19 12 8 7 17 6 2 12 12 19 17 9 2 6 10 9 17 2 13 9 0 9 9 9
split_gain=0.000108933 0.000829863 0.000201592 0.000180411 0.000764986 0.000867446 0.000422507 0.000338707 0.000831724 0.0127988 0.00724169 0.00208753 0.000599919 0.000335218 0.000313275 0.000274751 0.00103648 0.000965679 0.000267347 0.000186939 0.000551277 0.00155717 0.000333827 0.00134231 0.000580929 0.000499884 0.0138596 0.00108853 0.00382567 0.00290995
threshold=183.58889821140002 182.37451917730002 22.714946882600003 84.740378741850009 114.82338089645002 78.220689305400015 12.751028791950002 133.01805689090003 8.4434108459500017 24.277136467000002 187.81654873955003 16.385382841850003 114.84516036250001 121.79144674955002 92.791843202150019 13.751109481500002 195.59800312745003 193.49750438550004 67.992056490600007 16.485385178400005 61.987779113750001 205.22231928645002 192.19686994285004 147.79312796670004 117.56896250265002 194.82237869650001 87.261973998100004 191.61296531520003 190.64005357525002 189.34276022045003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 8 9 10 -6 -12 -9 -10 -2 16 -8 -17 -18 22 21 -21 23 -14 -25 26 -24 28 29 -28
right_child=2 -3 -4 4 7 -7 15 12 13 -11 11 -13 19 -15 -16 17 18 -19 -20 20 -22 -23 25 24 -26 -27 27 -29 -30 -31
leaf_value=-3.2113147213002167e-05 0.00059219839098749189 -0.0040788174808889643 0.0018935379496069897 0.00024237565906264243 -0.019918707838636879 -0.0055581657158945688 -0.0045253164546524968 -0.0033858426415019384 -0.00048057946235730947 -0.00025098225887357656 0.05345209295197606 0.10005707610976373 0.0054605668319661314 0.0017366491206167848 0.0040828838054495498 -3.803375656981877e-05 0.0023815367842845228 0.0045131169398104172 -0.00024323470685587252 -0.0063513749433034526 -2.2341227454729752e-05 0.00024077472870766316 -0.10030848834559068 -0.0003181291189595055 0.0031994179750367297 3.7829322494650281e-05 0.019179252981515536 -0.001274433785767577 0.097669983095809321 -0.10010441060706117
leaf_weight=5.9237860935484186 0.50484576121323044 0.55416883477000567 0.59399395527043353 0.5008014643438361 0.010996094179798077 0.53135660811604168 0.53261036556914421 0.54459029589344865 2.0087641408244967 0.52443432523708289 0.024667302068420938 0.015746000688523054 0.56681752766603333 1.0322890664174336 0.52391285983988922 2.5304154968944208 0.52186683918262167 0.57151954608343647 1.5134051311485324 0.55714058872752659 6.6096320232235923 1.0041703266342663 0.014271871223605292 3.0418349560016704 0.55520386246534403 11.800442319189193 0.0097917845486461541 0.50550166366565463 0.0050327497340845176 0.0025850720124971369
leaf_count=1376 35 114 98 5 19 68 46 71 32 137 26 64 118 32 22 87 42 74 33 80 151 11 32 308 59 904 537 26 11 15
internal_value=1.16336e-07 -0.000378296 6.60859e-05 3.63989e-05 -6.87981e-05 -0.00274375 0.000505427 2.69564e-05 0.000931937 0.00441676 0.0520331 0.0716105 -0.000102846 0.000272061 0.00236989 0.00016713 -0.000597963 0.000800498 0.000429787 -3.03806e-05 -0.000421554 -0.00211158 0.000163315 0.000937539 0.000224805 -9.79804e-05 -0.00308135 -0.000427717 0.0241574 -0.00573474
internal_weight=43.6366 6.47795 37.1586 36.5646 29.8661 1.03216 6.69858 28.8339 3.6169 0.575844 0.0514094 0.0404133 25.217 3.04105 1.02876 5.66982 2.56788 3.10194 2.03527 24.6724 8.17094 1.56131 16.5015 4.16386 3.59704 12.3376 0.537183 0.522911 0.0174096 0.0123769
internal_count=4633 1490 3143 3045 2706 73 339 2633 310 246 109 90 2323 64 57 282 121 161 75 2252 242 91 2010 485 367 1525 621 589 563 552
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=6 5 8 15 5 17 9 6 10 2 9 7 0 2 2 18 18 8 18 3 5 6 13 9 7 8 5 0 13 19
split_gain=0.000107064 0.00028006 0.000325546 0.000656334 0.000489172 0.000398031 0.000387327 0.000536526 0.000355428 0.00898205 0.00587734 0.0071725 0.00171593 0.00164399 0.000420728 0.000662042 0.000343586 0.000190097 0.0001695 0.000160169 0.000534316 0.000274289 0.00145879 0.0157948 0.00633773 0.00715243 0.00224807 0.00431699 0.000585052 0.000360522
threshold=16.485385178400005 20.201591378100002 8.4434108459500017 41.831907381600011 24.082771358500001 192.92322630085002 198.14098854835004 16.565387047600002 61.971648364950006 216.39684782960003 188.08209940425004 22.398098708400003 85.398872513700013 113.96113505555 153.89888490650003 13.258241318650002 12.166795532800002 8.3434888241000014 13.063922652800002 82.441568570200005 16.546942136250003 12.255286342800002 104.04332964835001 212.80230024750003 25.860263408900003 8.0437227585500022 16.316541761950003 98.51854819030001 104.19926021995002 12.551012654050002
decision_type=2 2 2 2 2 2 2 2 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 8 6 17 7 -4 9 10 11 12 13 -3 15 18 -15 -5 -10 21 -21 -1 23 24 26 -26 27 -23 -24 -30
right_child=1 2 4 5 -6 -7 -8 -9 14 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 20 -22 22 28 -25 25 -27 -28 -29 29 -31
leaf_value=0.00013796379240884555 0.0020309936303016174 0.075539412761061353 -0.0042168221031595272 -0.000510714976578506 -0.0036455955357332192 0.0042295784790936332 -6.035538208439662e-05 -0.00062561172027919847 0.00019372894264293365 0.00020858592567054289 -0.10031492025037508 0.10004352792507037 -0.10009891493860948 -0.02267856657127432 -0.0026563025821316252 0.0036616986894633836 -0.10008092719674044 0.0022031079677195474 -0.0019163742500215516 0.003387572825329835 0.00016209626086523867 0.011696806094538773 0.0030028164961100412 -0.00031046917093840526 -0.078120964063940104 0.10004094527795185 -0.092621427885195839 -0.09154607392188531 0.00022971134010660475 -0.0030194353273412292
leaf_weight=5.0514624352505111 0.52270578412109792 0.001410172367926732 0.59699682817154087 0.51362906936536468 0.54115913262493354 0.52748930267142657 5.0387494975336411 1.3722937242400801 1.5046490879853824 0.50149565277377706 0.015114895795704797 0.0041389674481777669 0.0047818992752581835 0.0011386804223297853 0.51410229800152007 0.52015067462783093 0.0011554094532311154 0.51885675827440991 0.50961568246806077 0.5257253057283674 22.236757873067386 0.0073222798673676639 0.52281604982908936 0.51194333667516823 0.0041933391605653014 0.0048705548454108794 0.026229979716475338 0.0090628359106688094 1.0048204471052029 0.51732059420061194
leaf_count=1514 33 110 33 27 125 30 116 33 22 72 11 4 11 138 39 10 72 30 72 189 1623 12 35 73 40 4 40 47 11 57
internal_value=2.656e-07 -0.000237458 -0.000330919 0.000283116 -0.00074881 0.0019948 -0.000525121 -0.0017143 -0.000463213 -0.00285537 -0.0582469 -0.00788273 -0.0605218 -0.00943089 -4.79238e-05 0.000481182 -0.061662 0.000853067 -0.000340134 0.000103486 0.000236592 -0.000292049 -0.00112476 -0.00562922 -0.0583179 0.0176157 -0.0744684 -0.0454083 0.000116738 -0.000874556
internal_weight=43.6322 13.2096 12.6869 5.13773 7.5492 1.55998 7.00804 1.96929 3.57775 0.529236 0.02774 0.0126251 0.00848616 0.00370426 3.04852 2.53442 0.00229409 1.03249 2.01426 30.4225 22.7625 7.66004 2.60858 0.563622 0.051679 0.00906389 0.0426151 0.0163851 2.04496 1.52214
internal_count=4633 988 955 648 307 87 182 66 561 418 346 335 331 320 143 104 210 57 94 3645 1812 1833 319 216 143 44 99 59 103 68
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=8 19 5 5 16 6 3 13 5 12 18 16 18 5 10 13 8 2 18 6 6 7 14 2 15 7 7 19 13 7
split_gain=0.000103581 0.000129277 0.000366034 0.000765786 0.000341821 0.000607247 0.00103434 0.000188497 0.000166294 0.000232964 0.00794461 0.00129547 0.0062534 0.00104928 0.00239666 0.001241 0.0008041 0.000570446 0.000494919 0.000655142 0.000306434 0.000866027 0.000195361 0.000472104 0.000271439 0.000275711 0.000969709 0.000233723 0.000191115 0.00367052
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 22.887221773600004 22.534947303500005 16.455384477450004 93.345954747300013 117.61735474900001 24.393336510100003 251.26407571030003 13.659439901750002 22.584947186600004 14.693728290050002 19.585698137700003 75.28220456885002 103.191088421 8.2435668022500028 325.13486840910008 16.922055371600006 9.3002172980500024 15.695366719750002 22.721067571950005 301.50888169040007 35.561888367500011 43.79812286300001 21.442433661550002 20.797746106000002 14.351157895250003 117.71413924170001 22.227765484150002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 9 22 -11 12 20 14 -14 17 -15 18 -16 -20 21 -12 23 -1 25 26 -25 -24 29 -27
right_child=-2 2 -4 -5 5 7 -8 -9 -10 10 11 -13 13 16 15 -17 -18 -19 19 -21 -22 -23 27 24 -26 28 -28 -29 -30 -31
leaf_value=-0.052203183985980485 -0.0013556104858233069 -0.0020918416899879401 -0.0020749055455336527 0.0041874514811282848 0.0056702564286624461 0.00045130343211241569 -0.00055155166784466711 -0.001190389191118366 0.0011971185108480783 -0.10017598054729644 0.014371003276278927 0.00044753904493359813 -0.1000429930624251 0.073833130025929311 -0.023159900543537008 0.09959122770008326 -0.0085836317327549882 -0.046747886815658168 -0.003831412201783492 0.07927519825236555 -0.10024361142540393 -0.10004752666325865 0.00278203520464812 0.01896714721876127 -0.0016846792813031836 0.056608109834829182 -0.10001857577844848 -0.00023616302420782754 -0.0011929972934029028 -1.176573284561175e-05
leaf_weight=0.0017386461695413349 0.55660004553046505 0.53436762215357969 0.51956765593746546 0.56445828188631697 0.55018848565896383 2.0265928996245752 0.51947774615837261 1.0679513901809512 1.037964078324406 0.0081419002067646407 0.001000203260625554 0.51583130150140732 0.002100158473101744 0.0039524124288163867 0.0019956383223203034 0.0015612516656346997 0.0016899710364489673 0.0018410106525657 0.0018686430661549736 0.0019264758886947675 0.0063982594692788552 0.001953550558955186 0.52402218267479017 0.0016184405107709972 1.0390409551138748 0.011453668010267815 0.0011874998497733808 0.5027000201807823 1.3809358541930112 32.232678328441089
leaf_count=6 204 51 84 94 68 45 47 36 624 40 26 50 51 35 92 7 38 201 230 31 7 29 316 81 43 51 113 13 27 1893
internal_value=-1.69768e-07 1.73483e-05 0.000457285 0.000707263 0.000289175 0.000594716 0.00264867 -0.000115258 -5.08848e-05 -8.66238e-05 -0.00212854 -0.000656 -0.0223103 0.0139336 -0.00366054 0.0183582 0.0491482 0.0017401 0.0171555 0.0383551 -0.0879446 -0.061303 -5.51467e-05 -9.54064e-05 -9.27931e-05 -4.36066e-05 -0.0313887 0.00130428 -4.09909e-05 8.34662e-06
internal_weight=43.6228 43.0662 5.7826 5.26304 4.69858 4.16421 1.06967 3.09454 37.2836 36.2456 0.550261 0.542119 0.0262876 0.0169356 0.0112932 0.00919302 0.00564238 0.00763177 0.00579076 0.00379512 0.00935201 0.00295375 35.6954 34.6687 34.6669 33.6279 0.00280594 1.02672 33.6251 32.2441
internal_count=4633 4429 425 341 247 196 115 81 4004 3380 837 797 747 685 612 561 73 554 353 261 62 55 2543 2214 2208 2165 194 329 1971 1944
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=19 2 16 19 8 15 18 7 15 17 16 2 16 19 15 5 13 17 15 4 17 6 19 14 9 15 8 9 10 10
split_gain=0.000101045 0.000254871 8.96082e-05 0.000127929 0.000632231 0.000137857 0.000683863 0.000393541 0.000292157 0.00130514 0.000221448 0.000717732 0.00021403 0.000679474 0.000462566 0.00037115 0.00751125 0.00555093 0.000771378 0.000350557 0.000396296 0.000214528 0.000197638 0.000155505 0.000375603 0.00432998 0.00712751 0.00112138 0.000776041 0.000656102
threshold=14.651182102100002 241.49325970385004 22.764946765650006 14.551174033150001 8.543332867800002 44.483611103700007 13.391483899700001 23.050081659550006 41.54912092575001 192.64609805285002 22.674946976100003 108.01392853780001 22.624947093000003 14.351157895250003 37.050691080100002 22.533652790000001 117.63886241405002 182.02915412410002 30.632308446700005 376.61861354110005 166.68115439205005 15.885371159150003 14.351157895250003 227.64501646235001 196.40176798710004 36.080675573650005 7.7439566930000003 198.44478460200003 68.846035804500005 70.348883899450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 7 -7 10 22 12 -12 15 -14 -15 23 17 18 19 20 -17 -22 -10 -1 25 26 28 -26 -25 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 11 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.00013089284457717037 0.0024637926012996293 -0.00065161956106274236 0.0012082748464210058 -0.0036848437448795696 0.00053532356974089659 -0.0025540220338412748 -0.0038631160716084316 0.00049360975929722156 0.0010384323388531343 0.0053617650074865983 0.0011929858750028947 -0.0040733408204642859 -0.0002084383962921255 0.00049877873029159734 0.0034865803904518566 -0.034003214954840551 -0.00033843968524843455 -0.096994120776923459 0.081362991502202123 -0.055495163775216405 0.06936391848914758 0.010195421552478519 -0.00079483870460771492 -0.081031020618499178 0.0043522180570687557 -0.0010778071885766988 -0.10023478104245409 -0.00041139054303641421 0.067039271661728114 1.0594355197426839e-05
leaf_weight=16.463106234840868 0.54688334901174929 0.5051579847058747 0.58185126470448167 0.54336046609606725 1.0239838453475085 0.50859614211452298 0.54433883602010658 2.5385369113874674 1.0296953317886404 0.55766136776191322 0.51130887772160238 0.52400482224038569 4.0410078316062927 1.0188075054757066 1.0544777719915144 0.0013011793793141022 0.50503920583144879 0.014124894969853471 0.0014052028225881585 0.001000956525320903 0.0010192748329556078 0.0015365098267420413 1.3710506853240076 0.0010708206973442094 0.5282323028816317 1.5084874793465131 0.011726423693174892 7.66453449497671 0.0016289031182061811 0.014110686645323445
leaf_count=1212 70 10 95 106 39 87 125 38 26 67 12 32 42 21 39 209 104 63 27 61 26 180 24 78 37 23 24 748 22 986
internal_value=-2.75483e-07 0.000967867 -2.42031e-05 -4.12834e-05 -0.000927707 -6.90916e-06 -0.000598296 -1.50696e-05 5.07656e-05 0.00100377 -3.24804e-05 -0.00147247 1.29268e-05 0.00054665 0.00201838 -0.000109212 -0.00274073 -0.0622486 0.016111 -0.00276379 0.010921 0.0337925 -8.53702e-06 -5.64239e-05 -0.00037337 -0.00180783 -0.0403974 -0.000104255 0.00134323 0.00694745
internal_weight=43.619 1.05204 42.567 41.9852 1.56734 40.4178 3.59147 3.04713 36.8263 2.95841 33.8679 1.03531 32.8326 6.11429 2.07329 26.7183 0.525427 0.020388 0.00626312 0.00485792 0.00385696 0.00255578 2.40075 26.1929 9.72979 1.53702 0.0285368 8.19277 0.0168104 0.0157396
internal_count=4633 80 4553 4458 145 4313 250 125 4063 117 3946 44 3902 102 60 3800 670 566 503 476 415 206 50 3130 1918 1133 1110 785 1086 1008
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=19 2 6 3 15 0 16 0 2 15 7 19 16 9 6 6 6 18 18 17 0 13 6 6 5 2 14 16 12 14
split_gain=8.19537e-05 0.000206832 9.05472e-05 0.000357259 0.000630682 0.000230473 0.000956019 0.000425652 0.000361109 0.0125839 0.00105958 0.00329299 0.00330539 0.00295415 0.00268562 0.00200299 0.00246665 0.000902378 0.00085224 0.000545028 0.000520525 0.000418114 0.00034833 0.00110614 0.00028663 0.000196201 0.000202904 0.000660919 0.00016106 0.000320154
threshold=14.651182102100002 241.49325970385004 16.455384477450004 92.738363209800013 37.408632939650005 85.990333302400003 22.644947046300004 85.799452775150016 207.58106365020004 45.102215827400009 24.775165158000004 14.451165964200003 22.534947303500005 205.22231928645002 13.005303866850001 13.775321858200002 13.665319288000001 17.108018746400003 17.448621627850002 214.22447330960003 100.69082235970002 81.543623554650011 16.245379570700006 16.395383075500003 20.852055640250004 165.32923687280001 233.54966403025003 22.554947256700004 270.40131768760006 279.85995519795006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 8 -1 22 10 -10 12 13 14 17 16 18 -12 -15 -17 -19 -22 24 -24 -7 26 27 -25 29 -5
right_child=1 -3 3 28 -6 6 -8 -9 9 -11 11 -13 -14 15 -16 19 -18 20 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-9.2614425689625901e-05 0.0022210419132155427 -0.00058619165112859832 -0.0043633469412278419 7.0292456074574385e-05 0.00052754954073724739 2.6090560372125475e-06 0.0042028634000958907 -0.0033974954525070747 -0.0010454924619813948 -0.092792784911734386 -0.076851498742597266 -0.076663780311429258 0.08134801698136529 -0.10002093555530307 0.091183459505800965 -0.1001045998010896 0.10002018422008202 0.076985456975178848 0.0054615426688656259 -0.016834690627756398 0.033372494902908445 -0.050963829780863029 0.0050460143388174825 0.0036449659170056494 -0.0023405526033056091 0.0015593397606078845 -0.0012083686968947681 -0.00035180990016596669 0.0011238271363798907 -0.0011812003883252759
leaf_weight=1.5263130261395432 0.54603630972996942 0.50537021562922746 0.54445565900158743 10.100704029614336 0.51120474323397502 18.9620332517941 0.57340331361319741 0.52333372064579453 0.52346169975457191 0.015000599739153131 0.0014519314878824741 0.0033032664243251011 0.0084218801339375204 0.0014711722385101211 0.0055224322224773914 0.0035361865212322208 0.0018940209847642109 0.0010227851198578719 0.0015978652216421807 0.0010106970907912682 0.0011848113323620346 0.0011667208885164371 0.56308437830011726 0.52108067553490478 0.53683542093816683 1.0353101669461464 1.0045563685125669 2.0085152201791061 1.0190123529290858 2.5627266634668056
leaf_count=255 70 10 79 680 10 1774 91 34 275 45 112 14 25 49 18 82 4 10 103 17 205 112 65 78 94 18 6 32 113 153
internal_value=-4.53752e-07 0.000871714 -2.19985e-05 -0.000222407 -0.00199492 8.4154e-05 0.000165313 -0.000936446 7.34478e-05 -0.00241481 2.77336e-05 0.0178151 0.0288506 0.00658688 0.0435602 -0.0336473 0.0102798 -0.0109327 -0.0451025 -0.0815951 0.0174314 -0.00847127 0.000131034 0.000864008 -6.1902e-05 0.000348669 -5.98976e-06 0.000471501 -8.56497e-05 -0.000182975
internal_weight=43.614 1.05141 42.5626 14.7381 1.05566 27.8245 25.7749 2.04965 25.2015 0.570046 0.555045 0.0315838 0.0282805 0.0198586 0.0103487 0.00950994 0.00496306 0.00482625 0.00306904 0.00454688 0.00337432 0.00235153 24.6314 5.13255 19.4989 4.56946 3.53415 2.5296 13.6824 12.6634
internal_count=4633 80 4553 1035 89 3518 3229 289 3138 1071 1026 751 737 712 457 255 156 439 152 99 327 317 2067 199 1868 134 116 110 946 833
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=17 17 16 12 16 18 18 8 2 12 3 9 2 0 2 15 19 17 17 17 19 13 16 19 18 2 8 5 7 16
split_gain=7.8603e-05 0.000605844 0.000245309 0.000145804 0.000141184 0.000308432 0.00120684 0.000125706 0.000125379 0.000625193 0.000660756 0.000450635 0.00789364 0.00486771 0.00734334 0.00224784 0.00355023 0.00150441 0.000444629 0.000532294 0.000699774 0.000530464 0.000266688 0.000296055 0.00128151 0.000785099 0.000469644 0.000224901 0.000172377 0.000816088
threshold=183.58889821140002 182.37451917730002 22.714946882600003 183.92105421625004 22.664946999500003 12.98549864095 13.531614672700002 8.543332867800002 84.740378741850009 114.82338089645002 78.220689305400015 186.70853236170004 103.92649527695001 85.882794977150013 118.20523333310003 41.29990759910001 13.551093343600002 187.96055726210002 201.39543491635001 189.00567661160002 12.651020723000002 92.563613431350021 15.404963976500001 13.751109481500002 14.718816667350001 74.766480717350007 8.3434888241000014 5.3654262215500008 22.995234593000003 22.614947116400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 8 -6 -7 -1 22 10 -10 12 -11 17 -15 16 18 -14 19 -16 21 27 -2 24 -24 26 -25 -21 29 -13
right_child=2 -3 -4 -5 5 6 -8 -9 9 11 -12 28 13 14 15 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0340451949955658e-05 0.0026903919598049966 -0.0034844591857857289 0.0020704378595422352 -0.0016349443509034479 0.00010263140374409369 -0.0053036812624793284 0.0014327927404796344 0.0016051812333549545 0.00019224911446085922 0.094214225348356773 -0.0048689190786553281 0.001121393671864458 0.09668494445136272 -0.10027985142436413 -0.035701613157864014 0.00010652494638704033 0.090109902599557076 0.023978229648683038 -0.044281279963112985 0.041498464374741528 0.069308272309914903 -0.062021712499370718 -0.0047247914290380862 -0.0023299276173229968 0.00065940031568696776 0.0044853025857241472 0.0019014281055333528 -0.013200224875558726 0.00010671482503835386 -0.0028327787481532852
leaf_weight=4.8880936188995046 0.51658423463991976 0.55393547636588003 0.59460455220641861 0.51439564811584215 2.0125563257158201 0.54265471080806527 0.5215239791195927 0.51992532004345449 0.50063574136294586 0.009311390601368208 0.53213500791881962 1.0524204512427133 0.0066150656578018944 0.0072104784608417729 0.002034867657504158 0.504544641225948 0.0072522819411915398 0.0049946687792686902 0.0019417048508592058 0.0019013027588297149 0.0021603546370911886 0.0010567441529545363 0.53513383974489181 0.52011997993395176 2.5416041642632727 0.54398970898182586 0.52918534364289371 0.0012431846800566859 24.604694231557232 1.03550180052515
leaf_count=862 50 114 98 425 34 54 42 89 5 23 68 80 18 33 160 9 22 30 282 111 61 58 46 50 82 48 46 75 1488 70
internal_value=-4.52584e-07 -0.000321926 5.56146e-05 -2.6128e-05 2.2827e-05 -0.000625429 -0.00200233 0.000126898 8.24319e-05 -4.71057e-07 -0.00241552 9.10827e-05 0.00292375 0.00135238 -5.2453e-05 0.00133165 0.0364717 0.0654055 -0.00115582 0.00881707 0.0230572 -0.000726038 0.00053439 0.0002959 -0.000277067 0.00140233 -0.000195972 0.0198731 3.26875e-05 -0.000839672
internal_weight=43.61 6.47635 37.1336 5.92241 36.539 3.07674 1.06418 5.40802 33.4623 28.2757 1.03277 27.2429 0.550267 0.540955 0.529346 0.522135 0.0175904 0.0116097 0.0103382 0.00839645 0.00636159 0.00420123 5.18662 4.67003 3.07674 1.5933 1.04931 0.00314449 26.6926 2.08792
internal_count=4633 1490 3143 1376 3045 130 96 951 2915 2593 73 2520 882 859 811 778 769 48 747 465 305 244 322 272 128 144 96 186 1638 150
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=6 8 15 5 7 9 13 2 18 8 9 16 17 10 14 15 9 16 0 0 6 3 5 2 10 9 17 8 18 18
split_gain=8.31059e-05 0.000253684 0.00051554 0.000466104 0.000447055 0.000312026 0.000870361 0.000300275 0.000259751 0.000212469 0.000601466 0.000201452 0.000662006 0.000691146 0.00109381 0.000350594 0.000689952 0.000199204 0.000342865 0.000220906 0.000193291 0.000252937 0.000147328 0.000225817 0.0110925 0.00172484 0.00476328 0.00323128 0.00392506 0.00230759
threshold=16.485385178400005 8.4434108459500017 41.831907381600011 24.082771358500001 23.131311951800004 198.14098854835004 117.59047016770002 159.92742394165003 13.304953393500002 8.3434888241000014 185.00606802455005 22.624947093000003 199.05253715360001 62.041548276350007 244.85040433755003 36.776646943950006 194.45262321395003 22.614947116400003 87.028078140750011 85.823648898300021 16.545386580300001 93.394346993650018 24.367802910700004 202.79020479645001 62.041548276350007 205.73475031020004 202.45551457875004 8.2435668022500028 14.881594619900001 15.534793034950003
decision_type=2 2 2 2 2 2 2 2 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 7 5 8 6 -3 9 -4 10 -2 17 13 14 -13 -15 -17 19 -19 -1 -7 -22 23 -21 -25 26 -26 28 -28 -27
right_child=1 3 4 -5 -6 20 -8 -9 -10 -11 -12 12 -14 15 -16 16 -18 18 -20 22 21 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=0.0020895267772126319 -0.00032113530623058132 -0.0049128741571654345 0.002188211497918474 -0.0034162645455478461 0.0041993328076485254 -0.00046269342542976051 -0.0001689542125242627 -0.0025338600372627339 -0.000993711246244054 -0.00086597780164658828 0.0035747025230404108 0.00018575570423958365 0.0039865315024612781 0.00028554637414060627 0.005402126706771251 0.00025996390421122216 -0.004906577921386995 -0.0032169412589617193 -4.8603149892504938e-05 1.8063556818239581e-05 0.00014852090924586458 0.0027071102930711958 0.0016733346159449978 -0.10037419789009566 -0.00067877779245890978 -0.059386839188583375 -0.10008043229006985 0.1000539891784737 0.050899568273097773 0.012520378287426163
leaf_weight=0.52009146463584954 1.5153479364417068 0.52760366815838455 0.52271819941923048 0.5410776326539003 0.5315607647089563 3.0081615670860624 1.4486004709287952 0.52149579322948847 0.50384373602952337 1.5072938086668726 0.53662139299558465 1.5458289545613291 0.54036942945185718 1.0029908622163932 0.54325079811329846 0.5139002553578782 0.52003650758217645 0.51840921737262391 1.001192040987007 22.616005322779902 1.5209997977599417 0.51795057771127107 0.51842437701506483 0.011235571227297791 0.51647954569837706 0.010936979342884956 0.0023084373523261092 0.0078764281934127212 0.0067768839716066953 0.0075393020936793667
leaf_count=218 359 22 46 125 29 34 50 173 12 17 21 36 67 27 71 21 30 45 14 1983 45 55 40 32 506 117 9 6 216 207
internal_value=-2.15184e-07 -0.000209704 0.000297983 -0.000588159 0.00184539 -0.000370282 -0.00143548 -0.00029285 0.000626502 3.54981e-05 0.000697686 9.07586e-05 0.000695283 0.000264239 0.00154224 -0.00104648 -0.00233864 -1.88466e-05 -0.00112948 5.08427e-05 4.67977e-05 0.000798474 6.0997e-06 -3.11896e-05 -0.00200918 -6.72826e-06 0.00103367 0.0531772 0.0125379 -0.0300449
internal_weight=43.6069 13.2033 5.63888 7.56439 1.55812 7.02332 1.9762 4.08076 1.02656 3.55926 2.05197 30.4037 4.66638 4.12601 2.08908 2.03693 1.03394 25.7373 1.5196 24.2177 5.04711 2.03895 23.6976 23.1792 0.563153 0.551918 0.533441 0.0169617 0.00908532 0.0184763
internal_count=4633 988 657 331 87 206 72 570 58 397 380 3645 252 185 107 78 51 3393 59 3334 134 100 3116 3076 1093 1061 737 231 225 324
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=15 8 19 15 0 5 8 15 15 15 4 6 18 2 17 15 6 0 15 7 16 8 0 18 18 5 7 12 5 6
split_gain=9.86036e-05 0.000348049 0.000176152 0.000138168 0.000135846 0.000349228 0.00134166 0.0005871 0.000727131 0.000339934 0.00024265 0.000180213 0.000390637 0.000258307 0.000217165 0.000246384 0.00014403 0.000365415 0.000582509 0.000257407 0.00116925 0.0116197 0.00527729 0.00487286 0.00256463 0.00101156 0.000556925 0.00211298 0.000321757 0.000706414
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 45.793006327050001 86.09518316945001 22.458857822500004 8.543332867800002 39.864684991950007 39.203018015350004 40.726271367500011 284.07887079910006 16.445384243750002 13.023955459300002 86.916594916350007 188.27285108100003 41.29990759910001 16.455384477450004 86.866770652900016 38.469938489650012 23.695207782600004 20.674951653000004 8.3434888241000014 93.308316333500017 13.480563334700001 13.360173059150002 18.428229854150004 23.822419043000004 82.088033630950022 20.743195000100005 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 16 -9 11 12 -1 -13 15 -15 19 -18 -19 20 21 22 23 24 -6 -25 -21 -28 29 -29
right_child=1 -3 -4 -5 5 6 -8 9 -10 -11 -12 13 -14 14 -16 -17 17 18 -20 26 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00050102627930056164 0.00030794798129915249 -0.0028494011119507248 0.0018135803072195822 0.0015983356541176043 -0.03904189934086507 0.0053844949894299738 -4.3790794464684726e-05 -0.0041592888629255875 0.0037277504701778066 -0.00053365277511286573 -0.0024867996685237872 0.0020783743272487312 -0.0033633200787814978 -0.0026835929867510496 0.00074394737559878798 -0.00032701136430978209 -9.2086282181016942e-05 -0.0044185333411949539 0.00031073071579430713 -0.0032916451677881876 0.00021401831898296877 0.064135896184059515 0.0034441415084939531 -0.10055972616834263 0.088486169122465985 -0.039410019964931313 -0.10011980351047492 -3.3981598022439869e-05 -0.0023779030780031007 0.0033910461301526786
leaf_weight=0.51763636390671541 1.0081045773027217 0.53411709557970377 0.54569055334718441 0.53728556043800679 0.0032319269510127637 0.58771130148035355 2.0212585865492656 0.52333480436376223 0.52958125630681152 0.51120261689780477 0.52308643620182316 0.5300272398349869 0.52884366999375954 0.52310545872183167 1.5389056868962141 2.9211246314316668 5.0524421962181814 0.54239298247731127 0.50102659314870834 0.52841954742055719 5.5784356570129603 0.031360361965198535 0.52609883017583803 0.0096357398033294905 0.0030794804064075976 0.003761143036072224 0.0021074525341927544 15.771271883881045 0.54278378163950591 0.62609195791495942
leaf_count=133 51 127 70 80 26 142 38 40 29 40 171 122 58 389 44 37 53 74 2 45 178 37 270 44 15 38 42 2002 76 160
internal_value=-2.03254e-07 -0.000785536 2.8592e-05 5.12954e-06 -1.57599e-05 6.74699e-05 0.00117902 -2.52222e-05 5.4886e-05 -0.00236773 -0.000414066 -0.000248779 -0.00145184 -2.04208e-05 -0.000243657 -0.000684926 -1.05561e-05 -0.000443934 -0.00214765 0.00010126 0.000657334 0.00494207 0.00154098 -0.0492627 0.023182 -0.0833921 -9.46661e-05 5.04589e-06 1.7502e-05 9.67944e-05
internal_weight=43.6032 1.54222 42.0609 41.5152 40.978 33.8952 2.60897 31.2863 30.2517 1.03454 7.08273 6.55964 1.04648 5.51316 4.98314 3.44423 29.7221 6.09586 1.04342 23.6263 6.1556 0.577167 0.545807 0.0197083 0.00631141 0.0133969 17.4707 16.9423 16.9401 16.3974
internal_count=4633 178 4455 4385 4305 3351 180 3171 3091 80 954 783 191 592 470 426 3062 129 76 2933 608 430 393 123 41 82 2325 2280 2238 2162
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=17 2 3 7 3 9 3 9 9 9 7 3 6 6 5 2 18 2 16 13 0 0 7 7 5 16 14 17 6 2
split_gain=8.63818e-05 0.00290488 0.00225317 0.000424039 0.0030633 0.00817373 0.0109998 0.00714416 0.00667768 0.00595691 0.00498712 0.000921638 0.000338876 0.00113422 0.000546007 0.000896034 0.000299242 0.00064725 0.000287187 0.0131237 0.00622478 0.00240209 0.0041117 0.000852548 0.00021074 0.000626457 0.000209176 0.000296825 0.000220529 0.000379352
threshold=194.75204781875001 63.19085977000001 84.597711990850016 23.445318439400001 93.14163192940002 200.77913281735002 93.017962855400015 195.34352961910002 194.03220695150003 190.64005357525002 23.131311951800004 89.993447458600016 16.375382608200002 16.245379570700006 21.363989181350004 210.71970372160004 13.581061237400002 116.68694986600001 18.684956306450005 104.19926021995002 93.910530954700008 98.51854819030001 25.487785026200005 25.121320584100001 23.195398057700004 22.644947046300004 177.36626049935003 197.02652249450003 14.825346391850003 163.83567356360001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 10 16 -10 13 18 15 -14 -3 -18 19 21 -21 22 23 -5 -16 -26 -20 -28 -29 -30
right_child=1 3 -4 12 -6 -7 -8 -9 11 -11 -12 -13 14 -15 24 -17 17 -19 26 20 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00011013719565735637 0.084458238459321988 0.10006807527636073 0.0097083194264776622 0.045187525295073708 0.00032370838625174025 0.09652377270973822 0.10016950375011574 -0.079679543082390586 0.034496170131603263 -0.1002097057326187 -0.060950974598679944 0.10002130875121672 -0.0055747740716680667 0.0048000693116431181 -0.00053270863413065923 0.00031317744809316027 0.1000291493374551 0.012948392116414874 0.0022307273687827379 0.048467507034107418 -0.098806966756246797 -0.00053467200997257033 -0.0082106074709864269 0.10002044889344403 0.0035335770240396756 -0.0013772139420767551 -0.0021221552775727726 0.00012815705029976438 -0.00023553471772671359 0.0035091535694561716
leaf_weight=27.069183638692945 0.0071394739652558261 0.0029633414815182224 0.0092661313847202109 0.00523575634107043 0.5392320982256168 0.012369372008834034 0.0098715948406606913 0.012690959601467711 0.0032280068844556808 0.0066395444446243337 0.0044686291156068592 0.0064073153771460056 0.5264382513014414 0.54544612901122569 3.022636739855443 0.50774595918801424 0.0017129216575995088 0.0017013091069202346 0.52951155062510125 0.0033734627868399194 0.019226710687283655 1.0284610490675765 0.01244256732624649 0.0061853609113526886 0.52810205454517933 0.51124929308116407 0.52462174223364755 7.060686206896575 0.53412193729673141 0.54816830087850121
leaf_count=2774 32 2 12 32 57 16 4 10 4 7 11 59 28 62 29 31 2 41 41 22 147 755 38 12 54 28 37 149 40 97
internal_value=-1.39986e-07 0.000179975 0.0422384 0.000138195 0.002745 0.0237857 0.00567668 -0.0177533 0.0112243 -0.0256098 0.0200568 0.0780692 3.96983e-05 0.000356432 -0.000632623 -0.00268401 0.0768172 0.0566369 0.000120475 -0.00142617 -0.0768237 0.000193099 0.0315581 0.0748835 -0.000110339 0.001118 0.000301241 0.000183367 0.000331903 0.00166111
internal_weight=43.6005 16.5313 0.0164056 16.5149 0.601285 0.062053 0.0496836 0.039812 0.0271211 0.0174857 0.0108462 0.00963532 15.9137 10.8175 5.09617 1.03418 0.00637757 0.00341423 10.272 1.07492 0.0226002 1.05232 0.0238637 0.0114211 4.06199 1.03935 9.19711 8.6676 8.14298 1.08229
internal_count=4633 1859 44 1815 213 156 140 136 126 63 56 63 1602 1432 170 59 45 43 1370 1006 169 837 82 44 111 82 364 323 286 137
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=19 2 7 7 0 18 18 12 7 7 15 7 3 9 5 10 9 7 8 6 17 9 12 9 19 10 10 15 6 7
split_gain=8.74054e-05 0.000187018 9.68086e-05 0.000271661 0.000924566 0.000247089 0.00149272 0.0184011 0.00308256 0.000854882 0.0211442 0.00574577 0.00446076 0.00255869 0.00219498 0.000673456 0.0151022 0.00555184 0.003311 0.00186439 0.00552578 0.00337197 0.00218926 0.0020185 0.00268208 0.0013201 0.0012256 0.000937277 0.00113097 0.000729417
threshold=14.651182102100002 241.49325970385004 25.334697901700004 25.554696898500001 98.031937268650012 13.988302431200003 14.295312909150001 103.28033049195001 23.781511574300001 24.581118242250003 30.505324983850006 23.989000783400005 90.988176966900014 204.20786774030003 17.886193876600004 62.907231794400012 197.20558004415003 23.032419884600003 9.0429429770000009 15.785368822600002 182.75517825115003 188.55070358395002 142.16329074190006 190.64005357525002 12.951044929850001 65.644082171150004 64.294476189700006 26.564181852100003 13.855323727400002 21.833224794850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 15 7 8 -7 10 14 -12 -13 -14 -9 -1 19 18 -18 20 23 22 -22 24 27 -24 -20 28 -17 -27
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 11 12 13 -15 -16 16 17 -19 26 -21 21 -23 25 -25 -26 29 -28 -29 -30 -31
leaf_value=-1.5804028788795478e-05 0.0021847297061200334 -0.00048501317343643341 0.0048621473629774179 6.2972780035273049e-07 -0.00029482682062848117 -0.041663889676675774 -0.00019555601114100036 0.09188928210891939 -0.10064729219912075 0.00042460819704316551 -0.088770790649967776 0.030627123123633082 -0.010503416591674732 -0.10021935226815824 0.028266148622475409 -0.04897778082697464 -0.07837380369148117 0.074816149887022079 -0.013035348925020644 0.00041561150491328564 0.075403316176018989 -0.068206895114829455 -0.095321238152493645 0.074633401152173082 0.065459530787862374 -0.046300132687774019 0.079330830326063667 -0.083712233086778914 0.080785804135335773 0.066936712210895505
leaf_weight=25.43028625478512 0.54563032241799081 0.50545799778774381 0.53145906008123889 6.0838454942814737 1.0052224845005091 0.015814573702201296 8.2736531018452162 0.013840676805493474 0.020149366893747356 0.50827988345554331 0.021448963984106229 0.010656582220747168 0.0061259042048895651 0.0066080071264877915 0.0089153867433934553 0.0019165715562043939 0.0040788042533677071 0.037809998311104209 0.0025480540352873504 0.51493892433320776 0.0030533293966072952 0.020685480205429485 0.0019789180469160783 0.005659178626956419 0.0037330935228965245 0.0010324820688509817 0.0032932357108435006 0.0028777100336583317 0.0010340275762166229 0.0012668123118357855
leaf_count=1325 70 10 73 1366 69 21 1024 30 30 17 31 16 19 23 38 83 5 43 10 53 11 35 9 7 19 35 38 8 94 21
internal_value=3.24298e-08 0.000900877 -2.22247e-05 0.000300701 0.00148871 -9.26927e-05 -0.000548024 -0.0053143 -0.0747103 -0.000980457 -0.0115457 -0.051389 -0.0171101 -0.0570597 0.066963 6.27002e-05 0.00335757 0.0573468 -0.00923691 -0.00125908 -0.0212039 -0.0475533 0.0107195 0.0272983 -0.000718269 -0.0354449 0.0390394 -0.0431058 -0.00350257 0.0160885
internal_weight=43.5933 1.05109 42.5422 7.62053 1.53668 34.9217 8.88549 0.611839 0.0359639 0.575875 0.0675955 0.0448395 0.0233905 0.0127339 0.0227561 26.0362 0.605907 0.0477301 0.00992009 0.558177 0.0432376 0.028017 0.00733154 0.0152206 0.0095614 0.00427821 0.00584129 0.00582831 0.0029506 0.00229929
internal_count=4633 80 4553 1508 142 3045 1249 225 51 174 157 89 58 42 68 1796 471 96 53 375 322 111 76 211 204 65 48 185 177 56
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=8 19 2 8 5 7 9 7 3 14 15 16 5 0 6 6 18 16 7 4 6 15 3 16 9 18 15 13 4 19
split_gain=8.47262e-05 0.00011052 0.000177664 0.000105974 0.000225509 9.92183e-05 0.000935687 0.000202002 0.00071609 0.000124235 0.00035635 0.000359988 0.000242734 0.000232575 0.00294451 0.00793362 0.00463959 0.0108433 0.00232514 0.00315925 0.00191416 0.00102928 0.000990059 0.000690336 0.000619019 0.00135594 0.000313775 0.000292696 0.000332093 0.000339156
threshold=8.8430989333000021 14.651182102100002 241.49325970385004 8.7431769115000026 21.990725385850002 25.334697901700004 207.89602404040002 25.554696898500001 81.549000470900012 300.29716420680006 43.79812286300001 22.644947046300004 24.082771358500001 86.162394622750014 16.505385645700006 16.475384944750001 14.122113655700002 22.654947022900004 24.775165158000004 348.46570331020007 16.285380505300001 26.564181852100003 82.441568570200005 11.864972254500001 191.20686769655003 13.602243858600003 21.881081380950004 116.05804903335002 306.04362940745006 12.651020723000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -7 10 -1 -12 -13 -11 15 16 17 24 19 22 21 23 -18 -21 25 -15 -25 28 -20 -30
right_child=-2 2 -4 4 -6 7 -8 -9 -10 13 11 12 -14 14 -16 -17 18 -19 27 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-3.0389256089387845e-05 -0.0012268347833961583 0.0023037455504308717 -0.00031136078310655736 0.001758591304718983 -0.0001597691560872286 -0.00026528726041717617 -0.0041955231880105434 1.5777542304498865e-05 0.004284176550439874 -0.00018561473808093186 -0.0036952899737658761 0.0010520411972102159 -0.0020106373207913982 -0.10014453617577679 0.00046258979535350502 0.08324280360090508 0.0068804416020746819 0.049951044963899148 0.09752431326281083 -0.031387576445648095 0.10005802748436504 -0.078133877217840486 -0.10006105166217139 0.024594381999794471 -0.10013309494143263 0.035754390315556384 0.095642991314684928 0.10002082929961265 0.072936984328429641 0.0030828913796063714
leaf_weight=27.112243232171135 0.55590876968182712 0.53504198680866355 0.5049823711742647 1.0288030541196342 1.5153601437626347 1.0054158615127846 0.55554080770639913 6.0829184053489502 0.52749475784153066 1.5227963048182389 0.5320445563667765 0.51239084629560216 0.5228287698460754 0.0019638402231793037 1.0086237033819996 0.016125780699439929 0.0012874150802471016 0.0098953545093536377 0.0016057093198469374 0.001257342517325899 0.0035019399365410209 0.0011791431944203623 0.002642837297148759 0.0012641101004646771 0.010207317743578415 0.0011725495311409873 0.0012229503161158561 0.0035041742958128452 0.0014947642321345711 0.0012991295585607077
leaf_count=1921 204 41 8 33 35 69 133 1357 70 227 57 11 41 37 32 10 43 16 2 41 3 38 22 25 32 27 45 10 27 16
internal_value=-1.87796e-07 1.56608e-05 0.00103398 -9.56377e-06 0.000615973 -4.99134e-05 -0.0001275 0.000274314 0.00130024 -5.52286e-05 -0.000115139 -0.00158124 -0.000494738 0.000607907 0.00173908 0.0233326 0.00112267 -0.0293709 0.0361008 0.0090056 0.0435414 0.00334325 -0.0650307 0.0290011 -0.088194 -0.0493383 0.0595308 0.078458 0.0612838 0.0404556
internal_weight=43.582 43.0261 1.04002 41.9861 2.54416 39.4419 31.8261 7.61583 1.53291 31.2706 28.6795 1.56726 1.03522 2.59104 1.06825 0.0596244 0.0434986 0.0232391 0.0202595 0.0123557 0.00842549 0.00492355 0.00393025 0.0037444 0.0133437 0.00313639 0.00248706 0.00790378 0.0043996 0.00279389
internal_count=4633 4429 49 4380 68 4312 2816 1496 139 2683 2030 109 52 653 426 394 384 112 272 217 152 149 65 111 96 64 70 55 45 43
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=12 13 17 2 3 9 16 19 5 5 2 8 5 5 3 19 13 9 9 2 16 16 18 8 19 7 5 2 16 16
split_gain=7.86968e-05 0.000712716 0.000176565 0.00016523 7.88155e-05 0.000408915 0.00474505 0.00282127 0.00304 0.00193081 0.00296224 0.00127618 0.00182431 0.0012288 0.000183112 0.00010886 0.00037025 0.00114932 0.00069841 0.000530031 0.000419156 0.000147586 0.000535604 0.00110763 0.000386743 0.000374843 0.000521436 0.00100417 0.000795088 0.000340019
threshold=82.846568806150017 104.55682515125001 183.93802912725002 62.357017394150006 93.883646373400012 184.83999455315004 22.834946602000002 14.351157895250003 23.286780469550006 23.636018850950002 193.30716668855004 8.543332867800002 24.148799123900002 22.382820633700003 93.82450029455002 14.451165964200003 117.53132408880002 196.51002155900002 201.16241229375001 185.00267682035005 22.574947209950004 22.574947209950004 13.552878921100001 8.4434108459500017 14.351157895250003 23.365573965200003 20.769304081650002 136.64906039505004 22.624947093000003 22.534947303500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 7 9 13 -7 -11 12 -10 -9 15 21 19 -18 -19 20 -17 22 23 29 -24 26 -23 -28 -29 -5
right_child=3 2 -4 4 5 6 -8 8 11 10 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 25 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0038098491936097139 0.0018067084074256197 0.0019876784791775623 -0.00028730896010869454 0.0025648065716825956 0.00019357779348180761 0.068840389626896245 -0.00013855617024727379 -0.044771870273085962 0.012622354030710542 -0.10014035315936297 0.043841509178912608 -0.10019201027633824 -0.10012098156638008 -0.00053328226832872398 0.0013632548149805639 -0.0020038219425334565 0.0053190043677577683 -0.0015053701784615047 0.0029878276005291839 -0.003154809099987662 0.0012316703813974928 0.00072831186109664737 -1.6501593471616089e-06 0.0054622878116805211 -0.0027558578132666754 0.00018113553621404243 -0.004121022993541802 -0.0023362103818008653 0.00066676246273569112 -0.00038499381440134755
leaf_weight=0.51815587156393261 0.51674175556625712 0.5161025166130323 1.0063837306661296 0.5287813852332518 1.8764112987171966 0.0040566767276484228 0.56075166481036831 0.012296639833948547 0.0030210731310944547 0.0026060283242372861 0.003163465658142961 0.0098656571253563641 0.0027340927595171094 0.0128300395590486 1.021935942445906 0.54268365738972013 0.56104262969438456 1.0116234133952273 0.52571392345134871 0.53226315917628442 1.527181821526028 1.5122562135802562 16.464727768722149 0.54529758483204194 0.52612572016181403 7.0765294148151838 1.0557703897065946 1.5376194910913912 2.0668019026177973 1.4971613353000064
leaf_count=57 26 56 32 174 656 8 74 24 7 33 32 46 39 17 33 57 59 27 44 70 48 12 2643 47 47 118 39 42 57 9
internal_value=-8.33389e-08 -0.000606374 0.000483881 2.9702e-05 7.31717e-06 -0.000538212 -0.00278438 -0.0321208 -0.0437193 0.0159763 -0.0211938 -0.0783612 -0.0409384 -0.022183 4.25367e-05 6.55614e-06 0.000456635 0.00144495 3.11414e-05 -0.000340354 0.000383379 -5.79221e-05 0.000116618 0.00146171 -8.69348e-05 -0.000315631 -0.000885159 -0.00140874 -0.000614284 0.000384919
internal_weight=43.5786 2.04064 1.52249 41.538 41.0213 2.48774 0.611325 0.0505737 0.0407475 0.00982617 0.00576949 0.0156208 0.00575517 0.0251267 38.5335 37.5116 4.70051 2.09838 1.53734 2.60213 2.06987 32.8111 19.5621 2.57124 16.9909 13.249 6.17245 4.66019 3.60442 2.02594
internal_count=4633 145 88 4488 4462 936 280 206 133 73 65 92 46 41 3526 3493 305 130 71 175 105 3188 2920 230 2690 268 150 138 99 183
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=15 13 7 19 15 5 5 17 9 12 18 2 7 8 7 16 18 18 6 5 10 0 6 7 18 12 12 0 13 15
split_gain=0.000105214 0.00039092 0.000175424 0.00017458 0.000104246 0.000149065 0.000391963 0.00058984 0.000222218 0.000162206 0.00438738 0.00432914 0.002283 0.00385148 0.00151298 0.000890266 0.00523961 0.00170271 0.00114742 0.000881225 0.00074283 0.000688673 0.00263839 0.000630236 0.000591923 0.000545543 0.000490859 0.00188609 0.000359388 0.00098315
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 45.793006327050001 23.714185006400005 22.958759589950002 192.64609805285002 194.29956510785004 226.26044291545003 13.278511569200001 210.71970372160004 23.736034462250004 8.1436447804000007 24.385896469550001 22.604947139800004 15.015859748200002 15.711526640050002 13.825323026450002 22.825270530250005 73.448676123850007 89.057864029250013 15.885371159150003 25.459519683700005 17.108018746400003 217.54417277160005 258.77736187310006 91.886121982450007 98.599201934150003 12.38011581135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 9 -8 -7 25 -11 14 13 19 -12 16 21 26 23 20 -13 -14 -23 -19 -25 -1 -18 -28 29 -26
right_child=1 2 -4 -5 -6 8 7 -9 -10 10 11 12 15 -15 -16 -17 17 18 -20 -21 -22 22 -24 24 28 -27 27 -29 -30 -31
leaf_value=-3.0806467622551964e-06 -0.0030473989132764065 -0.00098664670684857673 0.0016334904587692511 0.0018079075541220396 0.0013921740749952142 -0.00028867807520487851 -0.00039435546609758684 0.0042662410073166096 -0.0025526121863552929 0.066756075068987994 0.080231497854677022 -0.075326021873591525 -0.10008099302315084 -0.10021397224355083 0.018888764490587264 0.00073346758153796981 0.074093401445610496 0.05800041804741151 -0.10002941799245753 0.10002650315603973 0.022178416281797717 -0.10004232384554396 0.082969022251510913 -0.059114927416834842 0.037519231813637359 -0.0032487604020185069 0.10000637782322648 -0.056767498735948121 0.042173216944248922 -0.078923840411812274
leaf_weight=35.361403505887992 0.51880049857168842 0.51121659098127359 0.51089842710382527 0.54488441303465052 0.53570091427724165 2.3684529301809749 0.54850802740769633 0.53780158125353417 0.53071386220072359 0.010111143823743229 0.0087089826993177466 0.001051720358949626 0.0056161879729188513 0.0059393373609566424 0.007469067540128548 1.0175323175572542 0.0042023992752575614 0.0015862131165746973 0.0012911499036007976 0.0010444285580888391 0.0030392564880656892 0.0026032352322120644 0.0011295415824861266 0.001911507348790753 0.0016166203929688372 0.52556335575147173 0.0015322372892114799 0.0015373229265519539 0.0017884412885678103 0.0013148154659843314
leaf_count=2335 112 41 25 70 80 579 84 38 93 17 11 67 43 11 36 56 42 35 25 2 66 83 4 104 229 79 14 58 38 156
internal_value=-1.69343e-07 -0.000811748 0.000323014 2.95821e-05 6.22704e-06 -1.19021e-05 4.07574e-05 0.00191298 -0.000703108 -1.4258e-05 0.00119264 0.000573616 -0.000213818 -0.045378 0.0519108 0.000265438 -0.0179604 0.0154637 -0.012393 0.0180423 -0.00288831 -0.0779541 -0.0446629 0.00137641 -0.0121679 -5.06135e-05 0.0518888 0.0214896 0.00684518 -0.0147081
internal_weight=43.575 1.54092 1.02212 42.0341 41.4892 40.9535 38.0543 1.08631 2.89917 36.968 1.08103 1.07091 1.05474 0.0110747 0.0161781 1.04366 0.0261297 0.0167807 0.00950875 0.00513541 0.00409098 0.00934896 0.00373278 0.0082176 0.00663138 35.887 0.00727196 0.00306956 0.00471988 0.00293144
internal_count=4633 178 66 4455 4385 4305 3633 122 672 3511 1097 1080 1033 146 47 887 831 701 587 135 133 130 87 562 527 2414 114 72 423 385
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=15 8 19 15 5 5 0 9 19 3 19 7 18 4 2 7 16 6 6 5 17 0 13 18 18 16 10 19 0 7
split_gain=8.51486e-05 0.000357697 0.000141596 8.45255e-05 0.000120667 0.000318029 0.000544884 0.000179582 0.00015912 0.00063285 0.000171966 0.000715917 0.000555986 0.000218095 0.000324868 0.000551528 0.000297353 0.000194409 0.000479786 0.00199003 0.00028354 0.000175051 0.00798595 0.00876684 0.0124996 0.00901707 0.0115201 0.00553556 0.00385536 0.00225644
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 45.793006327050001 23.714185006400005 22.958759589950002 86.780739992750014 194.29956510785004 14.551174033150001 92.813640037450014 14.351157895250003 22.773029501100002 13.845746551550002 249.12803587805004 143.79541367925003 23.131311951800004 22.574947209950004 16.445384243750002 16.100376182700003 21.438877744300004 162.04221493815001 95.988709089550014 109.47132661375001 15.015859748200002 15.398663672050001 18.734956189500004 71.053259929650025 13.351077205700003 94.604153152350008 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -6 10 -10 17 -12 13 14 15 -13 -17 18 20 -20 -1 22 23 25 27 26 29 28 -25 -22
right_child=1 -3 -4 -5 7 6 -8 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.051496063219398973 0.00037763959350234079 -0.0028246748338617866 0.001629066469788505 0.0012541101396699207 -0.00025976370286851435 0.0038216204837511567 -0.00067034086006489675 -0.002293657023730915 0.00020714736067193137 -0.003689845473978175 0.0038829939147272544 0.0038161288976473287 -0.0029250858561162669 0.0014742281355760783 -0.00065617736994853381 0.0010637706815588704 -0.0018988154708699093 -0.00052759233392773194 0.0066881541428848237 -0.00033061255409034228 -0.049227683239530015 6.2859915748096902e-05 5.0698600420885843e-05 0.092902697259376277 -0.10012781722082385 -0.09359317216435506 -0.087811673031719814 0.092408364490245004 -0.10008464208344531 0.056094508415775228
leaf_weight=0.001072569291504232 1.0083586050044808 0.53327980832436539 0.54426663416938836 0.53523558147598649 2.3688402876429211 0.57833546493873889 0.5065799472553314 0.53152315423270469 1.5233140018056013 0.57364352294007392 0.56714361512513178 0.52996104202611638 0.53011095058747049 1.553753156792254 2.525398297351785 1.0095472797402179 0.50990852827089828 7.0777626900449624 0.54856237382773487 1.5324443810895898 0.0023791817249330096 15.241699589856612 3.1594474622008342 0.0015700840500386662 0.0065994909433584317 0.028104599596190383 0.012095242364543068 0.013661717170634802 0.0030383498896355832 0.014026909940925592
leaf_count=251 51 127 70 80 579 86 36 93 41 66 94 25 105 45 23 65 9 96 54 30 106 1776 219 20 48 85 226 7 52 68
internal_value=-1.77208e-07 -0.000730097 2.65959e-05 5.57247e-06 -1.07463e-05 3.66465e-05 0.00172419 -0.000632497 -1.28822e-05 -0.000858914 3.79976e-05 0.000472358 0.000181862 0.000450608 0.000102954 0.0010384 6.95674e-05 -7.55455e-05 8.00356e-05 0.00151956 -8.20353e-05 -7.90517e-05 -0.000746446 -0.031658 0.0178305 -0.0534006 -0.0137675 0.060439 -0.0343342 0.0408209
internal_weight=43.5717 1.54164 42.03 41.4858 40.9505 38.0502 1.08492 2.90036 36.9652 2.09696 34.8683 7.22582 6.65868 6.12857 4.57482 2.04942 1.51946 27.6425 20.5647 2.08101 18.4837 18.4826 3.24092 0.0814756 0.0248696 0.0566059 0.0285013 0.0182702 0.00460843 0.0164061
internal_count=4633 178 4455 4385 4305 3633 122 672 3511 107 3404 366 272 167 122 99 74 3038 2942 84 2858 2607 831 612 127 485 400 79 72 174
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=8 16 13 18 18 16 15 10 16 5 2 5 18 3 12 8 4 8 16 16 16 15 0 10 17 4 18 3 12 9
split_gain=0.000171484 0.000129167 0.000148696 0.000424183 0.000788463 0.000632643 0.000358235 0.000380286 0.000539122 0.00129096 0.000364687 0.000288075 0.000222818 0.000168132 0.000149952 0.000105676 0.000130768 9.6945e-05 0.000624493 0.000355847 0.000510714 0.000385238 0.000938441 0.00035531 0.00027678 0.000209799 0.000652159 0.00042108 0.000199156 0.000397264
threshold=8.8430989333000021 22.764946765650006 117.60660091645001 13.602243858600003 13.391483899700001 22.604947139800004 46.674706678850008 62.041548276350007 22.604947139800004 23.714185006400005 35.561888367500011 21.556055031700001 13.141419083100002 93.499196860750018 66.834523482800009 8.7431769115000026 143.58239362595003 8.4434108459500017 22.614947116400003 22.514947350300002 22.594947163200004 31.584168001000005 87.380266155850009 71.053259929650025 162.04221493815001 161.08698257945002 14.295312909150001 82.705037467000025 94.177001085000015 196.40176798710004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 8 13 -10 -9 -5 -7 -1 -12 16 -16 24 19 21 -21 23 -23 -19 -18 26 -26 -28 29 -27
right_child=-2 -3 3 11 -6 12 -8 10 9 -11 14 -13 -14 -15 15 -17 17 18 -20 20 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.00051959743734988982 -0.0017489710308707992 0.001507003776362269 0.0029186083789945441 -0.00025969548103221303 -0.0044172885607936347 -0.00038754573591074639 -0.0025244550558280211 -0.04624819940631289 0.0061887575906123607 0.00028750154696631053 0.026621222417837653 0.0030824772488214215 -0.0020372956299288016 -0.0014736232062085859 0.02230380201720181 0.00099596153098001675 -0.050139800187905703 0.0025983656568283309 -0.0036490806772232357 0.0025239722721605174 -0.00062839280795370283 -0.00027565868589729748 -0.0050674480249328921 -0.00058741973975633328 -0.0039376715354206612 -0.00051112116205992756 -0.0021945625776552484 0.0013188602732643103 7.9995744076491308e-05 0.0034090829875323171
leaf_weight=2.5305250058374558 0.55373085792037002 0.57794575099614931 0.52456962507399651 0.50305703933418022 0.53165851733319858 3.8966330447303825 0.51830069081492425 0.0017053110714176914 0.5861704487215319 1.0084753235923924 0.0021153529944929464 0.52919797600804941 1.0364323100339445 0.50817883388598994 0.0026192254663425221 1.0203311512159405 0.0010985669948045942 0.53483276560655202 0.53768247493348997 1.040741672364675 1.0152972909424631 1.5104411292486477 0.56032282575319259 1.0134784266107777 0.52811077462839451 0.50316965069137853 0.51372381957298774 1.0152597221385802 19.926668223095209 0.53161598278795097
leaf_count=37 204 49 113 5 39 90 104 6 68 39 5 38 35 424 8 32 269 52 52 40 23 12 77 81 60 26 36 35 2540 34
internal_value=-3.96381e-07 2.21154e-05 1.89065e-06 -0.0004185 -0.000741176 -0.000383065 8.52491e-05 0.000124014 0.000967679 0.00245672 -5.16948e-06 0.00145371 -0.000734157 0.00018626 -2.56322e-06 -4.42467e-06 -3.93391e-05 -4.1341e-05 -0.00039188 -8.32797e-05 0.000967296 -0.000680124 -0.00157226 0.000513045 5.32662e-05 5.56617e-05 -0.000908048 0.000138384 0.000150237 0.00150286
internal_weight=43.5641 43.0104 42.4324 7.02155 5.98929 5.45763 35.4109 34.8926 4.63335 1.59465 30.2592 1.03226 4.93307 3.0387 30.2575 30.2554 29.2351 29.2324 6.2128 5.67511 2.05604 3.61908 2.07076 1.54831 23.0196 23.0185 2.05709 1.52898 20.9615 1.03479
internal_count=4633 4429 4380 320 277 238 4060 3956 568 107 3388 43 125 461 3382 3377 3345 3337 337 285 63 222 89 133 3000 2731 131 71 2600 60
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=8 16 18 18 3 16 5 5 0 16 3 14 18 9 0 7 15 6 12 9 9 9 17 10 16 10 15 16 15 16
split_gain=0.000138761 0.000114076 0.00050553 0.000240242 0.00778225 0.011013 0.00357644 0.00110694 0.000167601 0.000145126 0.000356107 0.000520835 0.000807546 0.000145219 0.00325964 0.00700532 0.00064554 0.00121854 0.000263651 0.000142992 0.000364274 0.000706487 0.000435074 0.000571323 0.000936491 0.000418847 0.00122608 0.000272744 0.000201358 0.000940973
threshold=8.8430989333000021 22.714946882600003 12.743963501900001 12.880535946600002 93.636308225400015 22.634947069650003 22.053438739150003 26.429611911700004 71.249517373150013 22.664946999500003 92.367355987800025 202.57660084575005 12.917213570250002 186.70853236170004 85.866664228400012 22.375171215700004 38.567335632300008 16.505385645700006 66.834523482800009 199.17419511990002 197.47612518640003 196.40176798710004 197.02652249450003 61.987779113750001 22.584947186600004 62.009286778800011 33.995989817300007 22.634947069650003 41.54912092575001 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 -9 13 -11 -12 -13 14 15 16 17 -5 -15 20 21 22 23 24 -20 -22 -27 -25 -21 -30
right_child=-2 2 -4 9 5 -7 7 8 -10 10 11 12 -14 18 -16 -17 -18 -19 19 28 25 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.075033628919140796 -0.0015724006361426562 -0.00065676095254759662 0.0031332934898123613 0.052307576542543734 0.097230790039845805 -0.10027756784714897 -0.10004625984517219 -0.013376964869815808 0.029608711538277939 0.001716570245633718 2.2128354504535802e-05 1.2874641755801384e-05 -0.0055612357486345991 -0.037682725708140477 0.00046898969194453352 0.076485914991976156 -0.1000975676443393 -0.10016764110085891 0.00084789459036838555 6.4959370505146351e-05 0.00044059088463558363 0.0034688725990485282 -0.0028879547519092977 -1.4082769857545468e-05 -0.0051544317166292101 -0.00060319607296342086 -0.0061761432936468519 0.0014578040238694826 0.0045349593510225937 -0.00057655592339491963
leaf_weight=0.011434715279252727 0.55429060195071755 0.86250537725572829 0.59450819149788003 0.0010374247866516044 0.0057920659481298662 0.010464283207070935 0.0012515577210741782 0.0017427042463110361 0.0018915767985535625 0.5161583314329613 1.5115533478092404 0.50004254459590292 0.54120815339451767 0.001857682451386177 2.0504376771496426 0.014360573740205669 0.0024809399656078313 0.0010593412881928794 0.50620974323719348 20.90417584561067 1.0174064956481754 0.56064945082124573 0.55956394334679771 7.1302533950405245 0.53428694429746315 1.5328948172679182 0.53170685750441027 1.5288875733139091 0.55840110732534753 1.0143754834134595
leaf_count=25 204 18 64 47 12 28 167 219 86 37 22 3 51 3 1261 33 9 107 8 1324 13 59 147 379 53 45 46 27 117 19
internal_value=-2.84036e-07 1.99772e-05 0.000889703 -1.05198e-05 0.00857368 -0.0273711 0.0440769 -0.0189361 0.00899629 -1.72552e-05 -0.000679017 -0.00116339 -0.00288437 3.55646e-05 0.000850417 0.0421474 -0.0655749 -0.0247269 -1.07852e-05 -8.86153e-06 -0.000260956 1.22458e-05 -0.000176653 -2.02408e-05 -0.00223425 -0.00122007 -0.00203842 0.000245799 0.000147057 0.00123824
internal_weight=43.5629 43.0086 1.45701 41.5516 0.0325769 0.0211422 0.0106779 0.00488584 0.00363428 41.519 3.06896 2.5528 1.04125 38.45 2.06938 0.0189383 0.00457771 0.00209677 36.3807 36.3788 13.9019 10.8199 10.2592 9.69964 1.0405 3.08201 2.0646 8.65914 22.477 1.57278
internal_count=4633 4429 82 4347 537 512 484 472 305 3810 113 76 54 3697 1457 196 163 154 2240 2237 777 673 614 467 61 104 91 406 1460 136
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=8 12 13 2 4 8 3 6 4 6 2 4 3 5 14 9 9 6 16 9 6 17 8 16 19 9 17 2 2 6
split_gain=0.000112297 9.37265e-05 0.000575367 0.000162074 0.000617098 0.000113138 0.000241749 0.000126488 0.000301621 0.000225007 0.00127255 0.00382632 0.000862643 0.000436617 0.00740195 0.0102663 0.0052767 0.00339123 0.00577736 0.000642936 0.000311505 0.000342234 0.00112669 0.00186918 0.000387387 0.000182984 0.000472702 0.000329013 0.000699227 0.000247334
threshold=8.8430989333000021 82.846568806150017 104.55682515125001 62.357017394150006 156.40313730310001 8.7431769115000026 93.776108048150022 16.465384711100004 161.08698257945002 16.285380505300001 63.548891378550003 162.32075757215003 92.813640037450014 20.769304081650002 278.93283044720005 198.14098854835004 191.20686769655003 16.165377701450002 20.804951349000003 72.954963414400012 16.375382608200002 191.06791329340004 8.3434888241000014 22.494947397000004 14.451165964200003 190.36745536595001 187.52613723835003 217.42844949650001 192.72744941785001 16.565387047600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -6 10 -10 -12 -11 -13 15 16 17 18 19 -15 -14 22 -22 -24 -23 26 -9 28 29 -27
right_child=-2 3 -4 4 5 6 -8 25 9 12 11 13 20 14 -16 -17 -18 -19 -20 -21 21 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0035185671483504623 -0.0014138030287575414 0.001812888621058128 0.00033929222576974637 0.020248502470345948 -0.0022675156178561507 0.0018226841057335378 -0.0003536244582067883 -0.00017976742739934058 -0.10015134052840198 0.0043330985567334142 0.051672670179495665 1.3604897140701801e-05 -0.0013287476222570444 -0.0085464912008356986 0.00084869705962202415 -0.088875562788544291 0.031746786415779653 -0.10028620781425179 0.10001628336416533 -0.10018774881642781 -5.2787624837362916e-05 -0.00054825024570407364 -0.0004830584742115598 0.0079334894477694276 0.002379794753184348 -0.00070659208334106422 0.0030817752346556293 0.00066950503297726895 -0.0031788295856286898 0.00072465235303374059
leaf_weight=0.51888835488382667 0.55479415608619476 0.51551182220372638 1.5162646423536261 0.015087944893514726 0.52102569171713753 1.0319918031527771 1.0099125005898058 2.3854127758702415 0.0012698602658919303 0.5731665183793665 0.014295053200842456 15.87838522065886 1.0062985845234447 0.0010033550273839814 0.54238194088693481 0.022869710739087168 0.019463956278411132 0.0066782320521951988 0.0031723859792691655 0.0032304132133710722 2.023682424472069 3.0185829207108856 0.49840972572565079 0.56072194667487385 0.53138745027678203 5.6293922667609859 0.54609526917578266 2.0362042308265211 1.0361444475757098 1.5370992304156859
leaf_count=54 204 23 56 23 91 40 25 486 2 69 8 2464 40 46 278 18 32 9 8 82 47 92 2 57 42 88 88 89 35 35
internal_value=-1.78788e-07 1.80584e-05 -0.000644318 5.09623e-05 2.85094e-05 2.09652e-05 0.000746296 -1.76077e-05 0.000113538 0.000163754 -4.92023e-05 -4.14943e-05 0.000591436 -8.63598e-05 -0.00273712 -0.0372099 -0.00198964 -0.0486118 -0.00201626 -0.0784698 0.000310696 0.000559426 0.00133024 0.0039728 -0.000109957 -0.000268799 0.000427808 -0.000468246 -0.000750679 -0.000399613
internal_weight=43.5588 43.004 2.03515 40.9689 40.4534 40.4383 2.0419 38.3964 25.226 24.705 16.4928 16.4915 8.21225 16.4772 0.5988 0.0564181 0.0335483 0.0140844 0.00740615 0.00423377 7.63908 6.63278 3.08281 1.05913 3.54997 13.1703 2.93151 10.2388 8.20264 7.16649
internal_count=4633 4429 110 4319 4296 4273 65 4208 3387 3296 2947 2945 349 2937 473 195 177 145 136 128 280 240 106 59 134 821 574 247 158 123
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=15 8 19 0 6 18 12 9 6 5 8 16 5 10 7 14 4 7 18 16 5 3 13 7 9 6 18 5 3 0
split_gain=0.000116771 0.000369525 0.000195413 0.000118525 0.00029276 0.000240001 0.000296548 0.000967552 0.000270623 0.000545196 0.000889392 0.000447244 0.000876945 0.000350989 0.000316029 0.0114447 0.000667503 0.000291081 0.000274534 0.00040348 0.000222696 0.000439195 0.000244911 0.000229327 0.000209304 0.000199445 0.000193356 0.000583469 0.000687297 0.00431724
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 85.968825637350008 16.445384243750002 13.075178189100003 102.11013250220002 185.62570708695003 16.455384477450004 21.191508333600002 8.543332867800002 22.624947093000003 21.869642762900003 62.020040611300011 23.695207782600004 156.96193988595004 179.89634997090005 23.822419043000004 13.531614672700002 22.574947209950004 23.374630421750002 93.794927255050013 117.67650082785001 22.375171215700004 196.40176798710004 15.155354102400002 13.713893333650001 20.743195000100005 85.589753040950015 89.711159354950013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 11 10 -10 13 25 -7 16 -16 -15 -17 19 -11 21 -6 -22 -23 -18 -13 -19 28 -28 -30
right_child=1 -3 -4 5 20 8 7 -9 9 18 -12 12 -14 14 15 17 24 26 -20 -21 22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0026165583618475573 0.00027043149395458677 -0.0029864308548215668 0.0019118391622212955 0.00012168897854507881 -0.0033810140295860501 -0.0025632278978730107 -0.00083579134151127521 0.0052860128590033091 -0.0054951461485534085 0.0010950681179466115 -0.00045392397452309678 -0.00058700232877813914 0.0049168623953609351 0.0040586659989098779 -0.10047140629467988 -0.0023958905740863231 -0.00014023897889091198 0.0019325916464240124 0.00035741575430840001 -0.0023187254119294443 -0.00016328387776956506 -0.0013601259596811458 0.001829904606076778 0.00055643657365326952 0.0015469740822938835 0.0012227765184758838 -6.4500606510406767e-05 -0.0032726219370909112 -0.00025999925480599365 0.023209822059748357
leaf_weight=0.53898710733110711 1.0076693762496092 0.53245509341797848 0.54523720142878929 1.5106939490206408 0.53425047411496995 0.52057145243638459 0.50085297713282961 0.5328393445824986 0.53528342603931456 0.51494870068995613 1.0108375686034969 1.0087703282479195 0.54758196397142445 0.56057999962246796 0.011357686858757599 0.51611194564534812 2.5436240698820183 0.50992730027065292 4.042820297225262 1.0566054518558301 2.0168167994080801 1.0595827458473519 0.88785533529322869 1.5198255108625742 1.0341980519588103 1.5363415591855298 15.280199358318679 0.54150213078175014 0.50292229762999419 0.09284599950315453
leaf_count=222 51 127 70 26 35 32 27 34 39 21 38 18 60 88 17 43 485 4 49 38 472 51 155 30 22 56 2064 140 6 113
internal_value=-3.30165e-07 -0.000855538 3.10196e-05 6.29025e-06 -0.000383801 7.956e-05 0.00101471 0.00231983 6.04718e-06 -0.000536473 -0.00219925 0.000160162 0.00128653 2.63648e-06 6.44944e-05 -0.000121784 0.000850176 -5.64451e-05 -7.85673e-05 -0.00120013 -0.00018384 -0.000771372 0.000445963 -0.000230859 0.000347463 0.00050546 1.4884e-05 -4.46801e-05 6.54195e-05 0.0033976
internal_weight=43.5541 1.54012 42.014 41.4687 6.55732 34.9114 2.54439 1.03369 32.367 7.1605 1.54612 25.2065 3.09269 22.1138 21.5933 17.4549 4.1384 17.4435 5.61437 1.57155 6.01833 3.11366 2.90467 2.57941 3.57782 2.54511 16.9274 16.4175 15.876 0.595768
internal_count=4633 178 4455 4385 965 3420 87 61 3333 185 77 3148 134 3014 2982 2387 595 2370 108 59 743 116 627 81 507 74 2327 2323 2183 119
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=8 17 17 16 4 3 19 18 19 18 17 17 13 9 9 15 4 18 6 0 16 17 8 16 10 18 14 9 16 2
split_gain=0.000111826 0.000105622 0.000706461 0.000308557 0.00179078 0.000181458 0.000253718 0.000231488 0.000215312 0.000270829 0.000616109 0.000611051 0.000546936 0.000270748 0.000614581 0.00238902 0.00434262 0.00162421 0.00117141 0.00387029 0.00163085 0.000586709 0.000423197 0.00222079 0.000478997 0.0164581 0.00596576 0.00335786 0.00124393 0.0100276
threshold=8.8430989333000021 183.58889821140002 182.37451917730002 22.714946882600003 143.58239362595003 93.883646373400012 14.351157895250003 12.917213570250002 14.451165964200003 13.602243858600003 195.59800312745003 203.65799419860002 117.53132408880002 199.17419511990002 200.84251237905002 20.538897842700003 261.61825292320003 17.448621627850002 12.255286342800002 97.886760529650019 14.684965660200001 196.81899330385002 8.4434108459500017 22.574947209950004 70.128430332750014 15.220675120050002 170.02574192850003 53.361180680650008 22.514947350300002 90.828344481500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 -6 13 10 12 -11 -10 22 21 16 18 -18 -16 -20 -21 -15 24 -24 28 27 -27 -26 29 -9
right_child=-2 3 -4 -5 5 6 -8 8 9 11 -12 -13 -14 14 15 -17 17 -19 19 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-3.6151696888763622e-05 -0.0014109490481966594 -0.10005357080540384 -0.0037870038906248392 0.0023520772047582353 0.0021768516656732353 0.0003516918168119236 -0.0027808175529171943 -0.00012913614816978901 0.00042669904794872859 0.0044159509958246841 -0.0012480815675501699 -0.00033372803335253188 0.0041248247372300878 0.0033919837474327575 0.098937638838315273 -0.00010638969181736318 -0.10004698292802446 0.019098033159281894 0.099574293775004263 -0.100090958720122 0.029411003147483433 0.00048235495397971445 0.00079655867785756755 -0.007074518448753145 0.030714445660590464 0.09585590039555511 -0.00035275303346484963 -0.09140930276062828 -0.00032633214326005701 0.041336344879650239
leaf_weight=5.9061312936963466 0.55482977360064367 0.0017871124073199898 0.54880352888782358 0.58999602663061423 0.52366187536973186 0.5045892209159698 0.53030116388950088 0.53498201741322304 1.5208903696620844 0.54949512516031951 1.5318719489261514 0.53417163824042291 0.54259639819611027 1.0553736116280732 0.0055115167289575559 15.807101432263254 0.0026383743788684902 0.0020203080087775049 0.0048614859570079716 0.0019126052288811479 0.0019782478339038789 2.0184785656698097 1.0257358797733598 0.55102049965925903 0.0024845285936371244 0.0065265269916707771 0.51732628785925439 0.023999888010223458 8.0862775104881148 0.065456828879945306
leaf_count=1293 204 7 110 64 18 69 130 40 53 43 35 94 48 40 36 809 24 134 8 37 3 33 37 34 157 5 678 95 118 177
internal_value=-3.39944e-07 1.7862e-05 -0.000355052 8.37333e-05 4.65093e-05 5.14852e-05 -0.00125348 9.01632e-05 5.83913e-05 0.000688915 0.000271232 0.00207469 0.00139913 -4.08975e-05 0.000187433 -6.388e-05 0.0354469 -0.0483779 0.0628248 0.0400838 -0.0342476 0.00148134 -0.000439964 -0.0019541 -0.000181501 -0.00304247 0.000845882 -0.0799528 -2.47704e-07 0.00439122
internal_weight=43.5528 42.998 6.45493 36.543 35.9531 35.9513 1.03489 34.9164 34.3927 4.67903 3.59536 1.08367 2.06349 29.7137 18.8999 15.826 0.0189225 0.00465868 0.0142639 0.00875234 0.00389085 3.07385 10.8138 1.57676 9.23705 0.550337 0.523853 0.0264844 8.68672 0.600439
internal_count=4633 4429 1403 3026 2962 2955 199 2756 2738 273 136 137 101 2465 1124 1051 242 158 84 48 40 73 1341 71 1270 935 683 252 335 217
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=8 0 18 17 7 9 18 17 12 9 6 15 0 13 18 13 4 13 9 0 12 18 5 7 14 4 7 18 6 10
split_gain=9.04997e-05 9.35942e-05 0.000295612 0.00115046 0.000462104 0.0110509 0.000389895 0.000763426 0.000286385 0.000844831 0.000203378 0.000198398 0.000631504 0.000271451 0.000331018 0.000192627 0.000359799 0.000332739 0.000398162 0.000648632 0.000305314 0.000240289 0.000347384 0.000258094 0.0109694 0.00148236 0.000241237 0.000604541 0.00022044 0.000187023
threshold=8.8430989333000021 85.990333302400003 13.304953393500002 189.44392401325004 23.109894804950002 190.64005357525002 13.075178189100003 188.27285108100003 102.11013250220002 185.62570708695003 16.405383309150004 42.80317728375001 85.799452775150016 117.71413924170001 12.964611930900002 117.54207792135001 286.34948838025008 117.48293184245001 197.61184394335004 86.036037090600004 238.25888830085003 13.391483899700001 22.127107789600004 23.695207782600004 156.96193988595004 215.30949546175 23.883283491600004 13.829007611650001 16.505385645700006 61.885617704800005
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -4 8 -8 -3 -10 -1 12 13 14 -12 17 -17 21 -19 -20 -18 -6 23 25 -25 -23 27 -26 -22 -13
right_child=-2 2 4 -5 15 -7 7 -9 9 -11 11 29 -14 -15 -16 16 20 18 19 -21 28 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0021945984737345632 -0.001268762416592433 1.9590496724668725e-05 0.00078982634747088462 0.0051414032719463328 -0.0021172229469871321 -0.057332239781258357 -0.0040514271016228029 0.0013213534669126641 -0.00077023632670655861 0.0049434725237852391 -0.00028180398553696639 0.0016184959800418877 -0.0038228022413948856 -0.0021252989439758158 0.0025315705905051642 0.0012932799485718023 -0.00165156130157232 -0.00013911622485705073 -0.00011622874323697151 -0.005150425472152869 0.0022379443509253825 0.0054627970457305879 0.0025987126691983382 -0.1004084204350225 0.00095484597886001665 -0.00054251956901339726 5.0255448082185978e-05 -0.0038804267703249416 -0.00029103081875002905 -3.6732545750487885e-05
leaf_weight=0.52460483525889667 0.55528181629502782 1.5054160237873011 0.5171177192739681 0.54947742762305996 0.5061382565181799 0.034921889142697893 0.53276271983187917 0.52515320289603551 0.50123122078563731 0.53499542043391557 2.0069131835562057 0.88120675303798668 0.54666971489905325 0.56165897356584071 0.52830323248888733 3.0565006427932522 1.0237188925966623 1.5046448389693972 0.49961673468351342 0.52475981702446006 0.52599739112429211 0.56305441754227503 0.53696398446305948 0.01089429236299011 0.50518431037199352 1.5224628878535247 17.903533549250049 0.52968904015935436 0.99980704110930674 3.0290572342350934
leaf_count=225 204 20 301 71 5 38 39 15 28 23 331 30 40 126 113 36 19 10 2 46 58 134 83 18 6 99 2287 57 7 162
internal_value=-2.92474e-07 1.60908e-05 8.70635e-05 0.000879411 -1.97942e-05 -0.00288696 0.000228813 -0.00138436 0.000900268 0.00217971 -0.000290646 -0.000158418 -0.000689335 -0.000136206 0.000304463 3.25935e-05 0.000561602 -8.79267e-05 -0.00117442 -0.00269511 -0.000315571 3.65306e-05 8.7064e-05 2.29482e-05 -9.32581e-05 0.00107881 -3.55519e-05 -0.00152004 0.000580794 0.000336285
internal_weight=43.5477 42.9925 34.914 4.14904 30.765 0.55204 3.59956 1.05792 2.54164 1.03623 8.07841 7.55381 3.64355 3.09688 2.53522 30.213 5.60602 24.6069 2.52902 1.02438 2.54952 22.0779 21.5718 21.0348 18.9493 2.08552 18.9384 1.03487 1.5258 3.91026
internal_count=4633 4429 3402 196 3206 339 125 54 71 51 1027 802 610 570 444 2867 120 2747 58 48 84 2689 2684 2601 2368 233 2350 63 65 192
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=5 6 5 0 3 15 10 8 2 5 3 3 5 0 6 6 18 18 18 6 9 19 9 6 15 7 18 10 9 18
split_gain=0.000105286 0.000542065 0.000463432 0.000244266 0.000804907 0.000346933 0.000596789 0.00144878 0.000754898 0.000455669 0.000878782 0.000340683 0.000254428 0.00136299 0.000424697 0.000272912 0.000218426 0.000202245 0.000307723 0.000219997 0.000184231 0.000172939 0.000166281 0.000335762 0.000159978 0.000155545 0.000421403 0.000241355 0.000256917 0.000215535
threshold=23.605484525250002 16.405383309150004 23.374630421750002 85.968825637350008 93.794927255050013 37.491361913600009 62.041548276350007 8.6432548896500023 154.46567853970001 20.911722254300006 92.695347879750017 93.077108934250006 19.897785533950003 88.350799540950007 14.995350363950001 14.745344522600002 13.015629076450002 13.565012728250002 13.360173059150002 16.445384243750002 193.70978346765003 14.251149826300002 201.16241229375001 16.375382608200002 45.793006327050001 24.653703271800001 14.830595894550003 71.658163008950012 213.52050414910005 14.718816667350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 9 7 -7 -8 12 -11 21 14 -14 15 25 -6 18 19 -3 24 -10 -23 -24 -21 26 29 28 -27 -5
right_child=1 17 -4 5 16 6 8 -9 11 10 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0042804538252904402 -0.0034616602737842952 0.0019363499137760585 0.0029891998371142869 -0.00043720691025172798 -0.0005189323926450089 0.0063624255750812809 0.0020483884852261708 0.00013842388253250876 -0.0018724179581814722 -0.0047722079693083928 -0.00045872022848105837 -0.0029850008898271089 0.00015827381716102508 0.0053748881051011131 -0.0027287115845448565 0.0021372174336758052 0.0017043249427192979 0.0017570875705513215 -0.0025720386447869192 -0.0003666672276365589 -0.0020058047930986435 -0.00085262778244390254 0.0028103350001461185 -0.00028196402629129168 0.0016299715752514426 0.0031539805969029826 -0.0031484083044474374 3.6090727821882666e-05 1.9049148009265424e-05 0.0011470485614307731
leaf_weight=0.55214513921737518 0.52821597199244674 0.51225098044819883 0.53108573383149504 5.5523511797445035 2.5696696222483215 0.59037301618081772 1.5604701634401861 1.0203995476840646 0.50952647423943087 0.54539550737439668 3.524396829536272 0.50853168115372671 4.5338242698082514 0.56305918679493849 0.57916728670022166 0.59024844512952412 0.53367527932033754 0.53137318620030916 0.52627027619735844 1.8633107838084 0.52553995001516707 1.0099566572557424 0.53939370699958988 1.0060263997584113 0.51143806000763081 0.54097525132324686 0.52039686853201139 9.142104911918306 0.50587639862419564 1.0158703691920719
leaf_count=52 167 31 48 391 151 68 43 16 74 106 99 22 108 135 138 102 72 76 48 489 111 23 68 8 51 62 219 1609 17 29
internal_value=-3.75795e-07 -0.000432187 5.56202e-05 1.46356e-05 -0.000762513 9.73189e-05 0.000740285 0.00241962 0.000213392 -5.97265e-05 -0.00103677 -0.000587927 0.000109166 0.00073456 -6.36299e-05 2.2756e-05 -0.000136604 -7.42111e-05 -0.000321266 2.58403e-05 -0.000311595 -0.000190202 0.000145222 0.000797333 6.33391e-05 -4.94796e-05 -0.000409205 0.000200787 0.00163907 -0.000192179
internal_weight=43.5433 4.9984 38.5449 38.0138 3.65549 34.3583 6.74468 1.61077 5.13391 27.6137 4.06979 3.57343 23.5439 5.09688 18.447 17.8678 3.10334 4.47018 3.93881 3.41254 2.90029 3.0649 2.55538 1.54542 2.37475 17.2776 7.08862 10.189 1.04685 6.56822
internal_count=4633 973 3660 3612 275 3337 322 84 238 3015 205 195 2810 243 2567 2429 223 806 730 682 651 173 99 76 540 2327 639 1688 79 420
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=15 13 7 19 16 16 18 6 12 17 2 6 10 18 0 18 2 7 12 2 10 2 6 18 13 15 15 3 16 15
split_gain=0.000104192 0.000279621 0.00024903 0.000176269 0.000124405 0.000345454 0.000527103 0.000262664 0.000700702 0.000328557 0.000703706 0.000237099 0.000910794 0.000341828 0.000236275 0.000214991 0.000636132 0.01333 0.00492028 0.00465463 0.00393209 0.00227372 0.00220967 0.00328615 0.00211262 0.00188328 0.00134281 0.00130987 0.00123143 0.00116108
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 22.624947093000003 22.614947116400003 13.531614672700002 16.545386580300001 146.06315430690003 187.32964365115004 147.79312796670004 16.455384477450004 62.068432857650002 13.602243858600003 85.968825637350008 13.829007611650001 172.99241708655003 24.613673730750005 227.12825541940001 175.26802860955004 62.245871094250013 184.20633225945002 13.345311811050001 17.108018746400003 113.98793627290001 26.384523135650003 21.288946184100002 81.075831839950027 17.684958644900004 20.343341900300004
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -7 9 -9 14 -11 12 -12 -14 -6 -1 -17 18 21 -19 -20 -18 23 26 25 -22 27 -21 29 -25
right_child=1 2 -4 -5 7 6 -8 8 -10 10 11 -13 13 -15 -16 16 17 19 20 22 24 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00036827412138619713 -0.0026967399159078557 -0.0014109598406316553 0.0017126990899718796 0.0018170880555637607 -0.0016230375374293089 -0.0029404230870803323 0.00027360364524915991 0.00019568226869947511 -0.0037803015629019341 0.0043181778429128743 0.0049800842352381684 0.0001427185919784011 -0.00086586320305275541 0.0022686097681026882 0.00053274011221662474 -0.00010419604524190896 -0.042737341742227354 0.080968391787550234 -0.10012157648212715 -0.064620657549855895 0.023595806342547602 -0.10032661990249202 0.00087333806769085474 0.014927183600933465 0.086223520305874587 -0.088466722795080027 -0.10009533247973729 0.065530708063997994 0.10001078745639864 -0.10001027748220026
leaf_weight=9.7416730193715591 0.51949301164854134 0.50972726898635989 0.51117888476562712 0.54439571915759088 1.0235140172298982 1.036374607746722 1.0051664276670633 2.4349971403134982 0.54188496710776224 0.55233303172281001 0.5426184494099292 4.0250388431431929 1.0084500198572639 0.53117882003880357 1.0101927043870089 17.40072841494678 0.01072137114927621 0.0071429955204018727 0.0035069338893825045 0.0024622513023722647 0.0052129049160973533 0.019014500617265284 0.53484228616182228 0.0052034820659648253 0.0034560675849206746 0.0021053262648713655 0.0064304370122161281 0.0011272962510062712 0.0013754566243733279 0.0010575250445628015
leaf_count=1148 112 41 25 70 33 37 36 75 60 60 48 44 11 52 10 1416 26 22 40 122 158 60 215 472 3 30 110 16 15 66
internal_value=-2.49292e-07 -0.000808003 0.00015309 2.93745e-05 5.89942e-06 -0.000102528 -0.00135798 0.000282654 -0.00052807 0.000560273 0.000900001 0.000590867 0.00145715 0.000215544 -0.000552209 -1.01524e-05 -0.000214908 -0.00340624 -0.0563926 0.000761253 -0.00814874 -0.0795626 -0.000275707 -0.0350821 0.0217876 -0.00864261 -0.0727443 -0.0237467 0.0143352 -0.00448651
internal_weight=43.5426 1.5404 1.02091 42.0022 41.4578 29.7876 2.04154 11.6702 2.97688 8.69333 6.65962 6.10729 2.08225 1.53963 2.03371 27.7461 18.0044 0.603659 0.0440171 0.559642 0.0142812 0.0297359 0.552499 0.0176564 0.0107743 0.00731823 0.01002 0.00358955 0.00763646 0.00626101
internal_count=4633 178 66 4455 4385 3992 73 393 135 258 215 155 111 63 43 3919 2771 1355 317 1038 231 86 1016 801 191 188 248 138 553 538
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=8 8 5 16 13 6 0 12 12 17 15 5 13 0 0 2 18 13 17 6 9 18 18 13 18 18 4 19 7 14
split_gain=0.00013077 9.36376e-05 0.000226683 0.000154284 0.000162348 0.00035353 0.00124102 0.00029364 0.000405957 0.000264619 0.000251601 0.000304386 0.000250393 0.000134918 0.00025474 0.000640989 0.00101159 0.00026344 0.000208651 0.000178291 0.000243458 0.000150594 0.000329391 0.000191266 0.000241055 0.000363655 0.000841905 0.000402931 0.000266924 0.00358995
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 117.60660091645001 16.515385879350003 85.769879735700016 198.57093999515004 243.44243106745003 185.54770736950005 46.674706678850008 24.225659292200003 117.60122400020002 85.823648898300021 86.264556031700025 151.08605618930002 13.122774073950001 117.55283175385001 162.04221493815001 16.445384243750002 189.34276022045003 13.278511569200001 12.964611930900002 117.48293184245001 13.360173059150002 13.829007611650001 240.79927845295001 14.351157895250003 23.883283491600004 156.96193988595004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 7 -7 9 -9 -6 11 12 13 -1 15 19 -17 18 -16 -15 -21 22 -20 24 -23 26 -26 -28 -27 -30
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 14 17 16 -18 -19 21 20 -22 23 -24 -25 25 28 27 -29 29 -31
leaf_value=0.0015588240187343681 -0.0015269416919521731 0.0017536481402445022 -0.0001694893332532128 0.001609183471148833 0.00030560068535683319 -5.241855579600133e-05 -0.0057377647051334753 0.0032051754875414315 9.1175961707072387e-06 -0.0019723943119104989 -0.0021414895494482568 0.0024767580223247192 0.0015797240119039904 -0.00081473315366085942 -0.045233584689276546 0.00028679586724336713 -0.0059812450651165004 0.001329252803643855 -0.00069409451715030785 -0.00048918467570880069 0.0025937783846108286 -0.0021180511292852584 0.001633208751876402 -0.00083610813862378347 0.0046126123227764448 -0.0016203880689262596 -0.00034194573867217071 0.0027842760905973313 -0.10011236254695102 1.4742220538508866e-05
leaf_weight=0.53895385014542085 0.55407021351913854 1.0284128109778969 1.5170329688967283 0.57455458864569564 1.0071707746419609 1.3686629931068308 0.53364166172832472 0.53826449413816169 1.5188269206731577 1.0328952420095445 0.51884600319115648 0.52059723583471296 1.0227712273481291 1.0136639513657462 0.0010204559030907437 0.50101416077359295 0.52970073911205873 1.5392554088157329 1.0032193487477905 0.51112023746827595 0.51346856181044132 0.51689690286958168 1.5442660812469737 3.0197422848277702 0.55093551787263217 1.0940559189531303 2.0115168419137626 0.51856324780965213 0.003581622024742325 16.389717997203608
leaf_count=175 204 34 38 36 11 126 46 27 51 39 101 486 16 19 192 4 41 47 26 33 8 24 55 49 120 354 84 15 11 2161
internal_value=-4.63213e-07 1.92141e-05 0.000607498 -1.78176e-05 -4.12683e-05 -0.000520723 -0.00164729 2.34201e-06 0.000845407 -0.000847759 4.36763e-05 7.76783e-05 3.96277e-05 -9.90479e-06 -3.69497e-05 -0.000902145 -0.00293445 5.72325e-05 -1.62274e-05 0.000125561 0.00105583 -1.44962e-05 0.000716699 -9.17709e-05 1.48299e-05 6.84306e-05 0.00107018 0.000298802 -0.000108063 -7.13363e-06
internal_weight=43.5364 42.9824 2.54545 40.4369 39.8624 5.99946 1.9023 4.09716 2.05709 2.04007 33.8629 33.3441 32.8235 31.8007 31.2617 3.06897 1.03071 28.1928 26.6535 2.03825 1.02459 26.6525 2.54749 24.105 21.0853 20.5684 3.08102 2.53008 17.4874 16.3933
internal_count=4633 4429 72 4357 4321 300 172 128 78 50 4021 3920 3434 3418 3243 105 45 3138 3091 60 41 2899 81 2818 2769 2745 219 99 2526 2172
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=8 15 16 2 9 19 6 8 15 14 9 0 13 15 5 6 13 10 16 10 0 3 6 5 17 5 2 17 6 0
split_gain=0.000105826 9.19512e-05 0.00361576 0.00337787 0.00112688 0.00111523 0.00185278 0.000673964 0.000171364 0.000674962 0.00029399 0.0002287 0.00117371 0.000151133 0.000641151 0.00881754 0.00726689 0.0152201 0.00571994 0.00330017 0.00399963 0.00239533 0.000316677 0.000276234 0.00219106 0.000656586 0.00123218 0.000574839 0.000208191 0.000186049
threshold=8.8430989333000021 19.846565044850003 14.184966829400002 138.24741514690001 194.29956510785004 11.950964240300001 14.195331671650001 3.4473097536500004 23.884857921950005 144.12207640715005 206.39860865795001 97.615226258450022 104.55682515125001 34.563011034450007 19.221712148250003 16.495385412050002 116.56347916185001 66.235542959850008 20.504952050500005 70.182199495350019 94.985914206850012 89.732667019950014 14.995350363950001 21.191508333600002 180.19381692845005 20.911722254300006 103.92649527695001 180.67147619190004 16.565387047600002 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -4 -7 -5 10 -10 11 12 -3 14 22 16 17 21 19 -19 -21 -16 -11 25 -25 -15 -27 -26 -17 -29
right_child=-2 8 3 4 -6 6 -8 -9 9 13 -12 -13 -14 23 15 28 -18 18 -20 20 -22 -23 -24 24 27 26 -28 29 -30 -31
leaf_value=0.00015980648650974741 -0.0013729688308610436 -0.0050568383252481836 0.099795353909321843 -0.036778842597295296 -0.073862588399482093 -0.015502420175782534 0.096458022951784531 0.060247727454137395 -0.032403765253490424 0.00020192997978467077 -0.0028021348603230623 0.00029150966993821413 0.00075007490529900795 -7.2900940319198614e-05 -0.10029538865266208 -0.001029530934728292 0.096044228319742159 0.050946923022588256 0.08840429253969713 -0.10010847577487658 0.042539060161695987 -0.023711694241117808 -0.0023180275478479552 -0.10017449373186382 0.05607650648547851 -0.00035618510188013689 -0.0062551811440781039 7.8763018764443522e-05 0.0014477222926249581 0.0019198600444390213
leaf_weight=1.0218988834526772 0.55455961627276096 0.53157052870841615 0.0069839905422325946 0.0012427099862790671 0.0023471463434532325 0.0029403863425940813 0.0029720647954441792 0.0016887862779789351 0.0064013042072933448 10.210766628624658 0.5279090930882705 2.5274486071620457 1.0083290428366207 5.0799658344006966 0.0080621584217498987 0.50808009676429033 0.015975308564520674 0.0094992655713213026 0.02126980060711503 0.0043989498473067101 0.0035533123860744809 0.0082769514124089727 0.52429559827396666 0.0021775492568875112 0.0018370865145723716 1.011927038489375 0.5446890772032108 17.796431486805737 1.0209559295185302 0.56634308267316669
leaf_count=1260 204 91 35 51 23 13 27 57 32 669 129 237 216 198 16 40 35 7 25 20 20 30 61 4 2 76 61 548 259 187
internal_value=-3.89628e-07 1.73203e-05 0.000946131 0.0451574 -0.0222266 0.0727384 0.0407777 0.0191166 -5.71327e-06 6.5193e-05 -0.000581957 -0.000293795 -0.00125446 7.07594e-05 0.000357196 0.00222461 0.0366655 0.0194373 0.0535902 0.011159 -0.0363692 -0.0615002 7.88564e-05 -7.0551e-05 0.000129249 -0.000623498 -0.00242035 0.000141142 0.000624561 0.000135546
internal_weight=43.5348 42.9802 1.04007 0.0181751 0.00527864 0.0128964 0.00591245 0.0029315 41.9402 37.3449 4.59526 4.06735 1.5399 37.3385 12.3351 1.60007 0.0710357 0.0550604 0.0387213 0.0174515 0.00795226 0.0163391 10.7351 25.0034 18.3668 6.63658 1.55662 18.3646 1.52904 18.3628
internal_count=4633 4429 1466 206 131 75 40 108 2963 2290 673 544 307 2258 1182 452 153 118 72 47 40 46 730 1076 741 335 137 737 299 735
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=19 2 5 17 18 15 15 7 7 12 10 5 17 16 6 6 10 12 16 3 2 9 10 0 17 5 3 16 15 6
split_gain=8.95207e-05 0.000275815 8.39644e-05 0.000713548 0.0005839 0.00845956 0.00870045 0.00703263 0.00997108 0.00271034 0.000374706 0.000307656 0.00082068 0.000208264 0.000216124 0.000187241 0.00489676 0.000343598 0.00717342 0.00524842 0.0040666 0.00130966 0.00183594 0.00218689 0.00188678 0.00164246 0.00095078 0.001658 0.0012753 0.00141743
threshold=14.651182102100002 241.49325970385004 23.714185006400005 193.94976740385002 12.854871756700001 42.968808980200009 39.558912554250007 22.375171215700004 22.093462376800005 74.22129117770001 64.108972578700019 22.958759589950002 192.64609805285002 22.564947233300003 16.505385645700006 16.455384477450004 61.86411003975001 226.26044291545003 22.624947093000003 90.461239173300015 202.79020479645001 207.40106631805003 62.186725015400008 97.491557184450016 216.28597325495002 16.222050829800004 84.643415779050017 18.924955745200005 26.003567713650003 13.005303866850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 13 5 6 7 8 9 -1 -11 15 -13 -4 -15 16 -6 -18 20 -20 -19 26 -23 24 -24 -25 27 28 29 -22
right_child=1 -3 3 -5 11 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 17 18 19 -21 21 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.02484592097442935 0.0024703290165082612 -0.00077377982103187806 0.0019120645445032337 -0.0038271312589817797 -0.094581216086813247 0.10010392554768731 -0.10021116304634779 -0.10035589409781076 0.097375677804698413 -0.10008736883292985 -0.040495042397775273 -0.0011040524349213096 0.0044293454026125088 -0.0020946085402377109 9.7308850035562728e-05 -0.00040041594504568607 6.9873888849643207e-05 0.091457300227614877 0.0015629501163704818 0.10004250044003848 0.0028941841771518081 0.10003427825703444 -0.09607194368573034 -0.038791150924882049 0.017004476583466151 0.076840765845725689 -0.00042558692880546287 0.097841093318860525 -0.094462702217350272 0.10001522146479187
leaf_weight=0.003922176141722588 0.54563308112642406 0.50429813994560391 0.51503186855357252 0.54388642166924528 0.0054608812722339852 0.0086486858781427145 0.0082330634904792532 0.0042468254811645059 0.012819838780160353 0.0039826548449579564 0.0014354344456504742 0.53229978216984875 0.53988988471437782 0.5331781343297205 2.8777970538634872 10.206797240750381 26.119677741331376 0.0048479911201864114 0.0093889763920742553 0.012775319381034933 0.0083624408432558806 0.001006969017907978 0.0065958809302816279 0.0027574373503620473 0.0019008913261444604 0.0022152785761022642 0.50757985023486851 0.0026147803710046 0.0010689695334267233 0.0018318997772439624
leaf_count=20 70 10 583 142 5 3 11 3 16 25 71 61 50 94 89 227 2109 4 28 22 521 1 82 138 25 29 129 3 42 20
internal_value=-4.45713e-08 0.000912134 -2.25897e-05 -0.000432564 2.56219e-05 0.011633 -0.0104558 0.0175278 0.0401194 -0.0384669 -0.0842994 1.23876e-05 0.00168223 3.76998e-05 -0.000245315 -3.61392e-05 0.000103178 0.000122556 0.0025669 0.0583258 0.000281584 -0.000543179 -0.0302121 -0.0399492 -0.0707746 0.0127213 0.000280475 0.0261041 0.00945038 0.0203466
internal_weight=43.5302 1.04993 42.4803 4.46989 38.0104 0.0432887 0.03464 0.0264069 0.0221601 0.00934027 0.00541809 37.9671 1.07219 3.92601 3.41098 36.8949 26.6881 26.6826 0.562947 0.0221643 0.540782 0.535934 0.0144765 0.0134695 0.00849677 0.00497272 0.521458 0.0138781 0.0112633 0.0101943
internal_count=4633 80 4553 908 3645 149 146 135 132 116 96 3496 111 766 183 3385 3158 3153 1044 50 994 990 275 274 107 167 715 586 583 541
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=8 19 2 2 2 13 10 9 9 18 3 19 15 15 13 10 19 4 3 2 8 7 16 15 16 12 9 7 19 4
split_gain=9.6115e-05 0.000110924 0.000253513 7.91312e-05 0.000334514 0.000198466 0.000871836 0.000823987 0.000230567 0.000244589 0.000457072 0.000203385 0.00041987 0.000191515 0.00441423 0.00445055 0.00115649 0.00189876 0.000882708 0.000790804 0.000679362 0.000615464 0.000424357 0.000361983 0.00793033 0.0150384 0.0118156 0.00883079 0.0102614 0.0017777
threshold=8.8430989333000021 14.651182102100002 241.49325970385004 85.298498744850022 88.501682544250016 109.64607639220002 72.04530097975001 193.49750438550004 199.17419511990002 14.766942149300002 82.912048743050008 12.751028791950002 17.661843862450002 20.538897842700003 101.03763345850001 76.621056717750008 10.650859343850001 301.3713391001001 93.499196860750018 268.76591569135002 7.4441906275000003 26.041753980350006 12.284971272400002 25.716185026400002 14.504966081100003 198.57093999515004 202.16842692300003 24.872345000050004 12.751028791950002 271.42658756670005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 11 -10 -11 12 -8 14 16 18 -6 20 -16 22 21 -18 -19 24 -15 26 27 28 -26 -27
right_child=-2 2 -4 4 13 7 8 -9 9 10 -12 -13 -14 23 15 -17 17 19 -20 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0039420649771381459 -0.0013078618086730879 0.0025538568568770634 -0.00057177104471819909 -0.0026092237118225375 0.00081951871362016663 0.00017979318185611535 0.00041540730298095338 0.0043438532186378795 0.00023457336018322381 0.0040224318801348356 -0.0001835805944648911 0.00035855302600726265 -0.0036458077059956955 -2.7260882941507688e-05 -0.10005804736829271 0.073129821203490417 -0.088831182491203531 -0.019868847416206172 0.00070412617274058498 -0.046432561492297533 -0.10004814167919314 0.011501234844730313 0.054850117205702445 1.7073477040390889e-06 0.087216110129919033 0.099142622244552489 -0.10025681892241307 -0.10024489253622049 -0.074824532196679103 0.02782493302834629
leaf_weight=0.54013703724402429 0.55462349511563402 0.53497914673357516 0.50392001561704092 0.51781133027108595 0.51044524130276248 3.038581871021091 0.50148816762627835 0.56330797084228823 3.5068843540084349 0.53321254534989415 0.50125861648120917 1.0058703820737822 0.51701811326244851 1.5063367456657475 0.0018303295313728415 0.015133258026253316 0.0010669129350081696 0.0010326400094787871 0.0016560046053182404 0.0017075459109242384 0.0033921492098842876 0.0014319959148441086 0.0028799499414446927 28.588193951868853 0.011392328395699189 0.0055958403242115659 0.030445581368553576 0.007180458438789116 0.0059487168121076786 0.0093102828891288431
leaf_count=114 204 41 8 92 579 155 21 68 21 137 5 22 22 124 20 28 135 84 131 158 69 110 42 1585 157 9 74 32 186 200
internal_value=1.49766e-07 1.70328e-05 0.00103777 -8.25756e-06 -8.87068e-05 0.000226325 -8.0189e-05 0.00083102 0.000237512 0.000633161 0.00198439 -0.000650061 -0.00164616 -4.62006e-05 0.00181939 0.0496638 0.00011265 -0.0312323 -0.0521961 0.0103489 -0.0709013 -0.0313358 0.0351297 -7.96338e-05 -0.00155494 -0.0344889 -0.0586478 -0.00698651 0.0316293 0.054598
internal_weight=43.5241 42.9694 1.0389 41.9306 31.2228 10.7078 7.10587 3.60189 6.56573 4.54136 1.03447 2.02438 1.01851 30.705 0.540576 0.0186196 0.521956 0.0115112 0.00348633 0.00562014 0.00589106 0.00249891 0.00391259 30.1644 1.57621 0.0698732 0.0549671 0.0245215 0.017341 0.0149061
internal_count=4633 4429 49 4380 3815 565 342 223 228 163 142 65 43 3723 1356 179 1177 598 151 284 314 245 126 2367 782 658 449 375 343 209
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=8 19 9 15 9 17 13 19 17 13 16 13 13 13 18 8 15 15 15 15 6 4 18 18 6 0 3 17 0 12
split_gain=7.77534e-05 9.31246e-05 0.00033503 0.00057386 0.000397875 0.000459198 0.00166263 0.00022379 0.000109848 0.000358193 0.000105889 0.000237601 0.000359528 0.000190876 0.00218056 0.00326122 0.00125574 0.00090068 0.000334336 0.000539161 0.000101966 0.000821081 0.00239619 0.00244984 0.000545824 0.00184183 0.000232019 0.000190361 0.000531908 0.000164115
threshold=8.8430989333000021 14.451165964200003 201.16241229375001 46.723315192750007 196.51002155900002 188.27285108100003 117.53132408880002 14.551174033150001 195.44378352670003 117.71413924170001 22.714946882600003 117.71413924170001 117.67112391160002 117.64961624655002 12.783127173500002 8.4434108459500017 34.139075990150012 30.108785229950005 20.734744936600006 25.186533201700005 16.455384477450004 128.88186563570002 12.854871756700001 12.880535946600002 16.505385645700006 85.882794977150013 93.14163192940002 195.44378352670003 86.208098410950015 228.97256901260002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 5 -3 7 -7 -6 -10 11 12 13 14 15 16 17 18 -1 -20 21 -16 -23 -24 25 -22 -26 28 -28 -25
right_child=-2 2 3 -5 8 6 -8 -9 9 -11 -12 -13 -14 -15 20 -17 -18 -19 19 -21 24 22 23 29 26 -27 27 -29 -30 -31
leaf_value=-0.044646979812558621 -0.0011761352768647818 -0.0010387246809335036 0.0041969307470855156 -0.000438645831092891 -9.8458838878166013e-05 0.00065682084005127021 0.0060911175942909802 -0.0018997409786524475 -0.0037338351386432844 1.2709511714148839e-05 0.0010368907863207611 -0.0021990130537542741 0.0025494447317782561 -0.0014213649187035983 -0.071801291756863783 0.10004307106160418 -0.10010065833950446 0.099692691894018942 0.055857714039053645 -0.036385550640983692 0.00049594109873675376 -0.086104588517251293 0.093098227024517421 -2.1041388629335248e-06 -0.00071465179278900693 -0.0066816944427004164 0.00025627313411189493 -0.0013081353796865214 0.0037075233573415933 0.0012668572474138153
leaf_weight=0.0014320193839889236 0.55504266265231095 1.0539232914128871 0.55979338057255723 0.51067522972789448 0.5087451927972565 1.0130989053591295 0.57721810484778746 0.51718755245667392 0.5205109788781781 0.50061702344100922 0.88656877983521454 0.51637151069779363 0.52887218535490532 1.0259102172312839 0.0015905783075095261 0.0054081652197055519 0.0011593226367949683 0.0010114616734542281 0.0014526810785127423 0.0011238778029628582 1.0121878445007499 0.0032279042909973956 0.0028298553876336943 25.023206066815149 2.5195871321626253 0.55273706182060767 3.0224090527767014 0.50546001026330767 0.52398305212409457 1.0624544922751251
leaf_count=124 204 45 110 26 17 29 103 53 39 3 28 105 25 28 4 6 5 8 183 87 34 12 7 2050 39 35 141 6 11 1066
internal_value=-1.30864e-07 1.50628e-05 0.00038916 0.00198549 2.49055e-05 0.000665544 0.00151782 -0.000207215 -0.00129895 -0.00189706 -4.28812e-05 -6.92439e-05 -3.85211e-05 -7.73307e-05 -3.70618e-05 0.0433355 -0.00629489 0.0153685 -0.00590853 0.0156218 -5.17444e-05 4.46336e-05 4.90134e-05 5.96731e-05 -0.000360828 -0.00203923 3.88658e-05 0.00050743 0.000766199 4.958e-05
internal_weight=43.5158 42.9608 5.76177 1.07047 4.6913 3.16143 2.1075 1.53029 1.52987 1.02113 37.199 36.3124 35.796 35.2672 34.2413 0.0115875 0.00617936 0.00502004 0.00400858 0.00257656 34.2297 26.0933 26.0917 26.0885 8.13636 1.56492 6.57144 4.05185 3.54639 26.0857
internal_count=4633 4429 425 136 289 230 185 82 59 42 4004 3976 3871 3846 3818 413 407 402 394 270 3405 3139 3135 3123 266 69 197 158 152 3116
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=6 5 8 15 5 7 10 4 2 9 6 7 10 2 9 6 18 10 17 2 0 3 15 0 6 0 5 18 7 2
split_gain=8.78477e-05 0.000372166 0.000263169 0.000432686 0.0004267 0.00039537 0.000324875 0.00038669 0.00924535 0.00735311 0.00506906 0.00296417 0.00152432 0.00147949 0.000311051 0.000403674 0.000216414 0.000185902 0.000528531 0.000292476 0.000568693 0.000502162 0.000236092 0.000223244 0.00021126 0.000406 0.000397479 0.00333778 0.0104178 0.0125213
threshold=16.485385178400005 20.201591378100002 8.4434108459500017 41.831907381600011 24.082771358500001 23.131311951800004 62.046925192600007 158.55438663830003 216.39684782960003 190.64005357525002 16.565387047600002 22.995234593000003 61.821094709650005 121.84632764400003 198.14098854835004 16.565387047600002 13.304953393500002 62.041548276350007 196.70927211395002 200.24623605120004 85.931187223550012 93.077108934250006 42.33967733730001 86.393602021950016 15.205355270700002 89.576736448400013 19.426367441400004 13.845746551550002 24.385896469550001 129.01927736685002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 6 14 16 7 -3 9 10 -9 12 13 -12 15 -4 -5 18 19 21 -21 -1 23 -19 26 -26 -25 -28 29 -29
right_child=1 2 4 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.003630620839342315 0.0024008793073645156 0.00013265249746238482 -0.0037335564972174329 0.001905316489030107 -0.003408844405630683 0.0038415566990845115 0.00023580623162298742 0.040501462101685204 -0.00014765578625563881 -0.10035797078769393 0.078867584577954841 0.10003587904422334 -0.10020583473403724 -0.077040995942926474 -7.3932032770170159e-05 -0.00061320995214581497 -0.0010021250948566748 -0.0019943796310402028 0.0036165571413307369 0.00052352229564267886 -0.0035582140564810421 0.00030027438854865956 -0.0020825834281538134 -1.7034916983762993e-05 0.0003128803944228392 0.0030978878895125891 -0.00041797136077966732 -0.10021169300493296 -0.073382542505652154 0.071398978825209111
leaf_weight=0.53088359558024079 0.52214119275688275 0.50281358279179833 0.59453303668124124 0.52069744318468714 0.53957841652376703 0.52937729023506097 2.5283592028498401 0.0098191908378737619 0.50192746729263515 0.016961584333330393 0.0010789894647515869 0.0010538657661527404 0.0071039261034488987 0.0013963257730059686 5.0347476294135811 1.3698728216686502 0.50364360707962419 0.53706383979163774 0.53013176610322421 1.0051375260203173 0.51686596761781967 3.0765482656328107 0.54527734010162632 17.360006381065592 5.0929163896374581 0.58341039615646639 0.50586040448365976 0.0059283108130330211 0.024263934273155652 0.015033245045309895
leaf_count=15 33 23 33 46 125 29 56 31 78 11 93 1 106 162 116 33 12 190 79 70 26 113 137 2424 163 135 70 10 143 70
internal_value=-1.97397e-09 -0.000215497 -0.00032338 0.000229567 -0.00069923 0.00162257 -0.0003766 -0.00186235 -0.00372224 -0.0516772 -0.0113051 -0.0591462 -0.0766587 -0.00908047 -0.000490341 -0.00155759 0.000475798 9.36806e-05 0.000610575 0.000299904 -0.000862618 0.000790381 -2.49017e-05 2.16074e-05 6.75095e-05 0.000599122 -0.000100968 -0.00274497 -0.0287731 0.0228643
internal_weight=43.5144 13.1851 12.663 5.12423 7.53873 1.55372 3.57051 1.04215 0.539341 0.0374139 0.0204523 0.0106331 0.00957924 0.00247532 6.99915 1.96441 1.02434 30.3293 5.65957 5.12944 1.522 3.60743 24.6698 24.1245 23.5874 5.67633 17.9111 0.551086 0.0452255 0.0209616
internal_count=4633 988 955 648 307 87 561 505 482 404 393 362 361 255 182 66 58 3645 303 224 96 128 3342 3205 3015 298 2717 293 223 80
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=5 6 5 14 18 18 18 5 18 10 7 7 7 0 6 12 16 6 2 9 16 6 6 16 19 6 6 18 15 16
split_gain=0.000109621 0.000528253 0.000378676 0.000879865 0.000238593 0.000381388 0.000215311 0.000198888 0.000215963 0.000165388 0.00280979 0.00231671 0.000458305 0.000119783 0.000112177 0.000328601 0.00435277 0.0048391 0.0014184 0.000875227 0.00133064 0.00200097 0.00185351 0.000982679 0.00276687 0.00211117 0.00157648 0.000730673 0.000254195 0.00032049
threshold=23.605484525250002 16.405383309150004 22.958759589950002 289.07138706530003 13.565012728250002 13.360173059150002 13.220529463200002 24.650863849000004 12.631308162550003 61.944763783650011 21.698399695800003 20.797746106000002 20.090200465600002 71.340924949550015 16.465384711100004 226.26044291545003 22.624947093000003 15.695366719750002 210.71970372160004 205.73475031020004 22.544947280100004 13.775321858200002 13.665319288000001 22.554947256700004 14.651182102100002 14.325334709150001 13.005303866850001 17.448621627850002 10.623212892000003 12.344971132100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 -4 5 6 7 8 -3 10 11 12 13 -9 15 -1 18 -18 -17 23 21 22 27 24 25 26 28 -21 -20 -30
right_child=1 4 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=5.9108363577921747e-05 -0.0034326170582645366 -0.00034048434358691809 0.0046335189190963187 -0.001082837365837987 0.001900788097498464 -0.002865497445774772 0.00091570830007181657 0.0061684070889498994 -0.0029325227138490371 0.00064696894392105703 0.048756197906171639 -0.10013504000207041 0.056017424536335861 -0.029130492833258855 -0.00027877744026032935 0.040328829628553338 0.0023324897042119879 0.094887514881780488 -0.048996020687791117 -0.10001613834680012 0.025326847457638409 -0.087449528158126177 0.10001482029863139 -0.00014529235366755866 0.10003482924282286 -0.090684185372776338 0.079260572317654432 0.0051750967109207013 0.027478878562790673 -0.013140368555681216
leaf_weight=26.641090519556315 0.52788229694439781 0.85513033542454298 0.56382756635793174 0.51539984303827779 0.53167272164149437 0.52491454150286099 1.520942118194484 0.0021788807778606676 0.51503560160361594 0.50326116283999212 0.00919670651742166 0.0030869846166603487 0.0014761173698519727 0.001720362324722835 10.224627930662125 0.0088842539431810419 0.012142305055931502 0.010563140203885268 0.0010293876150062617 0.0012045796009658716 0.003652469254348035 0.0051412293367896211 0.0013919284247094765 0.5029322441550903 0.0037519104080274692 0.0020386484809485914 0.0032226259147165601 0.0014615192040126068 0.003332279487411105 0.0046572724775653107
leaf_count=2212 167 18 74 38 76 48 36 240 79 135 26 23 33 92 278 37 35 18 191 49 21 108 4 17 4 27 28 99 166 254
internal_value=-3.18372e-07 -0.000440998 5.68573e-05 0.00190359 -8.75949e-05 -0.00035612 2.99283e-05 -0.000682477 -0.00131481 0.000980743 0.0104929 -0.0310909 0.00856008 -0.00940561 3.61151e-06 0.000109738 0.00249532 0.0453914 0.000700636 4.11072e-05 -0.0257392 -0.0460144 0.00648088 0.000677084 0.0236139 0.00353546 0.0192263 -0.0423517 -0.00222497 0.00380109
internal_weight=43.5068 4.9965 38.5104 1.07923 4.46862 3.93694 3.41203 1.89109 1.37017 0.52092 0.0176591 0.00846235 0.00537536 0.00389924 37.4311 27.2065 0.565406 0.0227054 0.5427 0.533816 0.0128517 0.00919926 0.00405803 0.520964 0.0180321 0.0142802 0.0122416 0.0026661 0.00901894 0.00798955
internal_count=4633 973 3660 112 806 730 682 646 97 549 414 388 365 332 3548 3270 1058 53 1005 968 281 260 152 687 670 666 639 148 611 420
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=5 6 5 14 18 18 6 9 15 8 19 17 10 9 6 9 10 13 17 19 9 9 6 6 7 19 17 5 7 9
split_gain=8.88627e-05 0.000426743 0.000307203 0.000715351 0.000193495 0.000308219 0.000187536 0.000147298 0.000143909 0.000104697 0.000132011 9.6651e-05 0.00129651 0.00771918 0.00956774 0.00402815 0.00676583 0.00964458 0.000158349 0.000332408 0.000176127 0.000417396 0.000317838 0.000366009 0.000302159 0.000160229 0.000535669 0.00138851 0.000347049 0.000883435
threshold=23.605484525250002 16.405383309150004 22.958759589950002 289.07138706530003 13.565012728250002 13.360173059150002 16.445384243750002 193.70978346765003 45.793006327050001 8.8430989333000021 14.651182102100002 204.55825889135002 71.830224329350003 199.39609444495002 14.135330269750002 204.51365672970005 67.181880221750006 117.22752832010001 198.26219854015002 14.451165964200003 207.52229237540004 202.13708171315002 13.745321157250002 16.455384477450004 24.385896469550001 14.351157895250003 191.06791329340004 22.458857822500004 23.164713644150002 189.68479361675003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 5 6 -3 8 -8 10 11 18 13 -13 -15 -16 17 -17 25 20 21 24 -22 -24 -20 -1 27 -27 29 -28
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11 -12 12 -14 14 15 16 -18 -19 19 -21 22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00020647731257140989 -0.0030827364519275709 0.0017916821903234182 0.0041831923614015819 -0.00097384372673688731 0.0017129027630087873 -0.002574257211491821 -0.00035724368548103259 -0.0017999417821750914 0.0015369370436321042 -0.0013854589719511389 0.0016034954666790469 0.056724617266155242 -0.00023646121677024166 0.044585430527021554 -0.098893470700715885 0.063717799829826338 -0.10014233430300579 -0.10025252608617544 0.0023652677527035404 0.0028921534362776353 6.147764208663101e-05 -0.0028566721158528835 0.004029009559675065 0.00027465312660621388 -0.00040590147662430872 0.0058307423999990528 0.0010799400217416726 0.00027605722240208591 0.0001504340634079456 -0.0047592823309105161
leaf_weight=19.421341921701707 0.52895569232129869 0.51172794775803998 0.56216529580508845 0.51575068831638538 0.53102657489198346 0.52581994615685035 1.8631880800737946 0.52534475448323537 0.51112294373893252 0.53502499602190212 0.5213508544547939 0.012253076532093732 3.0223577505108525 0.012504773704733907 0.013995037993709047 0.010465057979672565 0.0092170874155144134 0.0054580799587711218 0.5317776180110706 0.53428363208513463 2.0111736383783949 0.52063256176734274 0.53737437491012874 0.50247534070513211 1.5128126049356962 0.57564034959796062 0.50763003870088119 2.0620959682564717 4.0404962310421979 0.52921244544086221
leaf_count=1912 167 31 74 38 76 48 489 111 51 94 27 24 580 27 27 38 37 24 75 34 51 51 62 4 203 95 29 22 95 37
internal_value=-1.70188e-07 -0.000396906 5.1315e-05 0.0017157 -7.89537e-05 -0.000320629 2.67386e-05 -0.000284737 5.05206e-05 3.38303e-06 2.35233e-05 8.76934e-07 -0.000534468 -0.0146312 -0.0315624 -0.0558937 -0.0319566 0.0075126 5.05123e-05 0.000508644 0.000281897 -0.000328834 0.000795384 0.00221483 0.000314852 -5.33244e-05 0.000332211 0.00148827 -0.000268375 -0.00190044
internal_weight=43.5047 4.99719 38.5075 1.07792 4.46823 3.9372 3.41138 2.89966 2.37431 37.4296 36.8945 36.3732 3.08625 0.0638931 0.05164 0.0391353 0.0251402 0.0159231 33.2869 6.15053 5.61625 2.56522 3.05102 1.03985 2.04459 27.1364 7.71508 2.63774 5.07734 1.03684
internal_count=4633 973 3660 112 806 730 682 651 540 3548 3454 3427 757 177 153 126 99 62 2670 480 446 329 117 66 278 2190 278 117 161 66
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=15 13 7 19 15 5 18 15 15 7 7 2 18 5 3 7 15 15 2 17 5 3 9 3 5 6 0 3 2 10
split_gain=8.74881e-05 0.000296204 0.000311921 0.000146213 0.000102188 0.00012221 0.000496526 0.00763773 0.00773642 0.00604042 0.00843338 0.00227077 0.000278994 0.000240173 0.000492008 0.000151325 0.000209858 0.000560358 0.000474896 0.000666881 0.00034682 0.00100277 0.000312309 0.000274521 0.00026895 0.000186703 0.000428586 0.000183696 0.000125082 0.000116825
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 45.793006327050001 23.714185006400005 12.854871756700001 42.968808980200009 39.558912554250007 22.375171215700004 22.093462376800005 52.497771754550008 13.405741979600002 22.958759589950002 92.813640037450014 22.502236473750006 37.882159664350006 38.469938489650012 154.46567853970001 190.19286262750003 20.911722254300006 92.738363209800013 198.44478460200003 93.077108934250006 22.825270530250005 16.495385412050002 86.624809421150005 93.394346993650018 186.79363985910004 64.108972578700019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 9 10 11 -1 28 15 -15 -8 20 -18 19 -19 27 -22 24 -23 -20 26 -24 -17 -7 -13
right_child=1 2 -4 -5 -6 12 13 -9 -10 -11 -12 29 -14 14 -16 16 17 18 22 -21 21 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013493894536551091 -0.0026854292399324312 -0.0015045404581372106 0.0019907172356721996 0.0016566111291227755 0.0013786197055833289 -0.0011369324930241731 -0.00084736084420876053 0.1000930417143048 -0.10019279106117002 -0.10030745529397674 0.096784557922180006 -0.1000729964003968 -0.0027410010643817997 -0.00076207196364626707 0.0035357819598287308 2.0687581470664262e-05 0.0036336511570871049 0.0046322133026823085 -0.0032640499640576221 -0.00035399087703392047 -0.0049103051031202747 0.00029805172486005232 0.00014342004651269209 -0.0013999789877603959 -2.9945737943483957e-05 -0.00066528369011578041 0.0032323542965456949 0.0019329134756726979 0.00036882737826704308 -0.061912190441937034
leaf_weight=0.0045069688058004768 0.51914425222053395 0.50916595325480762 0.51212672369263146 0.54333615631048715 0.534942293356372 0.86865094990352143 2.0812959192233853 0.0077512857969850293 0.0073854242946254081 0.0036817959779025236 0.011096628606537706 0.0029471606953274162 0.51823922733660799 0.50568635551387819 0.56280686205952546 22.489397056333342 0.53227423776694838 0.54734338123307658 0.52547497363121898 0.52600233768316684 0.54620347318950635 2.5122571563406382 2.5137779821525337 1.5331392572115872 0.50353676110543688 1.5039945768148753 0.54690503011869607 0.51384554782941805 1.5118403948955179 0.0011022864180462166
leaf_count=22 112 41 25 70 80 445 308 3 11 3 16 24 74 34 65 2581 32 35 46 24 58 71 21 38 9 11 119 32 153 70
internal_value=-3.39297e-07 -0.000740495 0.000248155 2.68337e-05 5.45272e-06 -1.25156e-05 3.52487e-05 0.0113901 -0.0109913 0.0172408 0.0392622 -0.0353372 -0.000638377 2.3736e-05 0.00150173 -1.90901e-05 3.04549e-05 0.00051127 0.000261989 0.00218868 -9.49864e-05 -0.000888493 -0.000107714 -0.000345474 -0.00168147 0.000247057 0.000695373 6.34028e-05 -0.000180631 -0.0896854
internal_weight=43.4999 1.54044 1.02129 41.9594 41.4161 40.8811 37.9824 0.0384716 0.0307203 0.0233348 0.019653 0.00855642 2.89873 37.9439 1.06849 36.8754 34.7942 7.19931 6.66704 1.07335 27.5948 4.5916 5.59369 4.0454 1.02901 4.56468 3.06068 23.0032 2.38049 0.00404945
internal_count=4633 178 66 4455 4385 4305 3633 149 146 135 132 116 672 3484 99 3385 3077 297 265 59 2780 167 206 109 55 151 140 2613 598 94
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=16 3 3 8 3 17 2 7 7 16 14 18 16 16 18 17 10 10 7 9 5 18 9 16 4 14 7 6 15 9
split_gain=0.000100678 0.000387469 0.000242377 0.00525554 0.00333013 0.00275591 0.0017304 0.00101843 0.000123606 0.000105489 0.000311832 0.000885092 0.000111097 0.000395168 0.000445307 0.00022189 0.000296292 0.000312881 0.000346222 0.000273985 0.000497798 0.000192843 0.00095093 0.00123601 0.000871933 0.000461126 0.000267848 0.000261176 0.000280367 0.000749615
threshold=22.704946905950003 95.002044955650021 93.883646373400012 8.2435668022500028 94.227769014100019 188.51582982015003 135.87377242040003 22.598495330900004 22.343045670750005 22.664946999500003 202.57660084575005 13.531614672700002 22.624947093000003 22.614947116400003 13.531614672700002 185.88129754265003 62.079186690200011 61.987779113750001 22.835261448650005 194.57718764590001 20.608876568850004 13.304953393500002 190.64005357525002 22.494947397000004 141.79569928155004 144.12207640715005 22.929105819350003 16.565387047600002 11.870705757150002 38.778344353800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 6 7 -5 -6 -1 12 -11 -12 13 21 -15 -14 17 -17 -19 -18 -21 22 -10 -24 -23 -26 -27 28 29 -28
right_child=1 -3 3 4 5 -7 -8 -9 9 10 11 -13 15 14 -16 16 19 18 -20 20 -22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0015366114543609831 0.0027728921419401405 -0.00052617781727918949 -0.00033474935261029379 -0.041641897336818445 -0.10007458514500223 0.078538637991778557 -0.10010865685305209 0.01398888452728789 -0.0012344989643348178 0.0012026794116184155 -0.0047107481986197533 0.0011279916722744209 -0.0010183039550480243 -0.0028652875173456969 9.1661626715428457e-05 0.00027607408045579167 0.0007465409671454158 0.0006252941476342852 0.0032206432283141692 0.00068645656748116211 -0.0036991873556660145 0.067383209731024574 -0.0005391772040965147 0.0062482380434809373 -0.06451846091071288 -0.0022906309115901125 0.024659108990711748 0.0015631446193999515 -5.7013920806361747e-05 -0.088512138140188878
leaf_weight=0.52326246563669698 0.59873702094728176 0.87813350255601108 1.0099718495198957 0.014305768134363378 0.0017721169776798709 0.0035511444017970462 0.0078341940186983094 0.0014021232108660797 1.0176108803531456 0.51113582961261173 0.52339640836279933 0.51517738757138432 1.0083789475393121 1.0334297392655565 1.0041823254268818 2.5341929230053211 1.0073277635310662 1.0175630383891987 1.0386512095356009 0.50312981451861538 0.53298370302036346 0.0019179875962355144 0.51027492002322083 0.56576561005340409 0.0011092355416683066 0.51920993382523306 0.0011172816265618965 1.0310529124744778 25.578639621554668 0.0012291872089099515
leaf_count=289 65 101 668 36 41 9 92 7 38 8 24 35 11 30 18 38 27 19 28 8 40 5 23 53 6 111 214 39 2305 245
internal_value=-2.14895e-07 0.000811296 -2.87372e-05 -0.0015372 -0.04361 0.0180172 -0.0623303 -0.0496905 9.50151e-06 -1.02496e-05 -0.000819341 -0.00181448 2.19768e-05 -6.15663e-05 -0.00140803 0.000363765 0.000573846 0.00101974 0.00193628 -0.000427817 -0.00156955 3.23022e-05 0.000957022 0.00302954 -3.90482e-05 -4.38143e-05 -4.11783e-05 2.70928e-06 -6.01848e-05 -0.0346251
internal_weight=43.4964 1.47687 42.0196 1.03884 0.0288653 0.00672538 0.02214 0.00317424 40.9807 40.4575 1.54971 1.03857 38.9078 31.2655 2.03761 7.64223 6.63385 4.59041 2.05621 2.04344 1.03611 29.2279 2.09365 1.07604 27.1343 27.1324 27.1312 26.612 25.581 0.00234647
internal_count=4633 166 4467 853 185 57 128 48 3614 3325 67 59 3258 3087 48 171 160 85 47 75 48 3039 114 76 2925 2920 2914 2803 2764 459
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=15 13 7 19 17 7 17 4 4 18 17 9 16 5 16 8 6 15 16 3 6 5 5 15 10 2 16 3 18 15
split_gain=0.000123222 0.000356859 0.000245724 0.000123098 9.12576e-05 0.000393032 0.000215805 0.000357174 0.000334065 0.000274957 0.000188148 0.000222793 0.000186867 0.00482509 0.00726514 0.00219603 0.000131026 0.00079215 0.000446485 0.00117261 0.00090572 0.000388154 0.000190174 0.000435996 0.00026026 0.00018519 0.000557924 0.00100935 0.00047685 0.000161948
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 202.45551457875004 24.775165158000004 198.39433209390003 215.88508760445004 233.57190478505004 13.845746551550002 199.73283952805005 212.49340169810003 18.684956306450005 13.713273242250002 15.664963368500002 8.2435668022500028 16.345381907250005 36.548474543700003 22.544947280100004 93.181958801350021 16.535386346650004 20.201591378100002 21.757682542950004 39.864684991950007 62.084563606450011 200.24623605120004 22.594947163200004 93.668569722950011 13.317304170000002 30.054399297400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 16 -8 -9 -10 -11 -12 13 -7 15 -15 17 29 19 20 -18 -20 24 -24 -23 28 -27 -28 -25 -1
right_child=1 2 -4 -5 5 12 7 8 9 10 11 -13 -14 14 -16 -17 18 -19 21 -21 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.00011849376005710138 -0.0030173040528312482 -0.0013482601552587221 0.0017546270000048823 0.0015285562319854028 -0.0028956385141883953 9.3026718663594821e-05 0.0031304420262392796 -0.0019727630273349383 0.002854294283742227 0.0020461276487876161 -0.0018825807351781553 0.00052603660321980247 0.00015372816150124516 -0.042314810825086667 -0.10004686656564515 0.058943227419682304 0.006564563029129414 -0.0039605182057032978 0.002706369633786938 -0.002138989166835842 0.00067557736072342695 -0.00016172039395941909 0.0029676653243719976 -3.365716718627499e-05 -0.0016130049700382302 0.0011471578343784945 -0.0054290375548423347 -1.6471965365593737e-05 0.0022933924835128231 -0.00072630618022856853
leaf_weight=8.7403213318427024 0.5178706008799584 0.50967933965284096 0.51120577234337361 0.54250952203437819 0.55495310287382604 0.50770869762341497 0.54624181096150604 0.51450990662988294 0.52920013467246496 0.51981966804575552 0.51504317392648413 1.5097223950601089 4.0425942860218811 0.0035335898375024044 0.011932736652145337 0.0054377986015410329 0.5347810404928206 0.55682723057326811 0.51544990613183728 0.51560428735833808 0.51044110594739323 6.5574871976659797 0.54583980545680688 5.4908570487964408 1.5225761495457844 1.0188644989821116 0.52452005801205803 1.0040607294608888 1.0487775773895007 3.0648811413426875
leaf_count=1613 112 41 25 70 176 468 105 12 33 77 111 21 125 30 136 18 79 133 31 541 20 100 60 112 22 21 35 38 33 235
internal_value=-2.42525e-07 -0.000879138 0.000205503 3.19925e-05 1.23871e-05 -0.000382565 6.81826e-05 0.000748244 0.000385605 0.000780363 0.000349046 -8.66476e-05 -7.74727e-05 -0.00184559 -0.0489298 0.0190604 -1.92708e-05 -0.000274687 0.000140284 0.00176354 0.00368864 1.29127e-06 -7.74268e-05 0.000222668 -0.000435195 5.77823e-05 -0.000665521 -0.00187375 0.000339538 -0.000100834
internal_weight=43.4933 1.53876 1.02089 41.9545 41.412 5.12616 36.2858 4.13454 3.5883 3.07379 2.54459 2.02477 4.57121 0.528613 0.0209041 0.00897139 32.1513 12.362 19.7893 1.56083 1.04522 18.2284 17.713 9.63292 8.08006 9.08708 2.54745 1.52858 6.53963 11.8052
internal_count=4633 178 66 4455 4385 953 3432 359 254 242 209 132 777 652 184 48 3073 1981 1092 640 99 452 421 299 122 239 94 73 145 1848
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=15 13 7 19 18 18 7 5 5 15 13 3 17 4 18 16 6 7 18 12 17 10 15 16 19 2 6 13 10 17
split_gain=9.97098e-05 0.00028837 0.000199128 9.98274e-05 0.000399388 7.94047e-05 0.000566468 0.0124617 0.00481497 0.00512611 0.00100843 0.00046474 0.00025082 0.000250251 0.000153882 0.000940715 0.000418163 0.000372363 0.000210928 0.000231085 0.000366962 0.00018562 0.000163939 0.0052382 0.00396152 0.00194147 0.00129971 0.000227978 0.00152762 0.025205
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 11.207537862500002 13.956123578150001 23.853977146050003 17.687678651600006 19.480650800750002 30.505324983850006 96.975373223400013 89.103567817450013 199.89028782265004 317.3249521597001 14.380989918050002 19.134955254150004 14.375335877400001 24.581118242250003 14.598777227650002 94.177001085000015 184.16216363550004 72.04530097975001 20.538897842700003 14.184966829400002 12.250988447150002 155.18475231920004 13.185308072600002 104.04332964835001 80.538140213850014 204.73764675200002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 -7 -9 10 -10 -6 13 -13 17 16 18 -8 -16 20 -20 -21 23 -23 26 -26 -25 28 29 -24
right_child=1 2 -4 -5 5 6 14 8 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 21 -22 22 27 24 25 -27 -28 -29 -30 -31
leaf_value=0.055429438743048176 -0.0027103370375594076 -0.00121234253022948 0.0015811098120547225 0.0013770978924210261 0.003029601552104948 0.00060994961709790732 -0.0030635665374690005 -0.098082461070420415 -0.013914131339997452 -0.060904626031923231 0.077302028203952183 5.8313325130399107e-05 0.0022254945249311933 -0.0021735700306726546 -0.0013812412033654892 0.004022266546233901 -0.0028211971491305483 0.00015007048642172425 0.00014477118161467911 0.0012345352127988605 0.003408156084181413 -1.9070110573185731e-05 -0.084982912446015635 0.093140995705542018 0.050973372840716784 -0.080506904634373183 0.032178082714696493 5.722004737112365e-06 0.00015593054845309748 1.7120468948692082e-05
leaf_weight=0.0013003904614156117 0.51881787626903531 0.51011553032190782 0.51061346371955096 0.54198868502316955 0.5377942311660594 0.52709677494204055 0.55841254756068792 0.017366084981149613 0.0016905954322519691 0.012668376359897593 0.0042812720437724883 23.381035743077206 0.52233878022252511 0.51341256861184703 1.0210057570855742 0.57304530372516715 0.54744123482210483 1.0176026012609041 1.0038818190574397 1.0174580063586223 0.52466328765009906 1.0160707161709943 0.037452692302805235 0.011124769560987846 0.001825646510226874 0.0029183283960421136 0.0051005442219320676 6.0384286208250302 2.0044806646763083 0.50899071113423133
leaf_count=95 112 41 25 70 180 200 184 45 41 18 37 1203 30 130 32 163 226 38 34 35 60 998 140 52 11 44 10 141 125 113
internal_value=-2.6916e-07 -0.000790668 0.000185065 2.87375e-05 1.10892e-05 9.34884e-06 -0.000161195 -0.00327816 -0.0601962 -0.0248996 0.0514793 0.000121791 5.77451e-05 1.03575e-05 -5.07365e-05 5.2524e-05 -0.000113029 -0.000988583 -6.57748e-07 0.000115144 0.00126491 -4.99716e-05 -0.000185737 0.00100192 0.0504744 -0.0299087 0.0739769 -0.00032913 -0.00112178 -0.0058087
internal_weight=43.4904 1.53955 1.02073 41.9509 41.4089 41.4076 16.453 0.563103 0.0360063 0.0186402 0.00597187 24.9546 24.4168 23.8944 15.8899 14.3139 13.7408 1.57602 13.1934 12.1724 1.52855 10.6439 9.62639 1.03704 0.0209693 0.00474397 0.0162253 8.58935 2.55092 0.546443
internal_count=4633 178 66 4455 4385 4290 2747 341 141 96 78 1543 1363 1333 2406 2184 2021 222 1795 1763 94 1669 1634 1115 117 55 62 519 378 253
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=6 18 18 13 3 12 5 13 5 7 5 5 7 5 5 8 5 15 7 10 2 3 0 18 6 6 6 15 7 7
split_gain=9.30616e-05 0.000230707 0.000405646 0.000498918 0.000551401 0.000382993 0.000251354 0.000353106 0.00513872 0.0145683 0.002084 0.00207286 0.00107503 0.000213649 0.000205247 0.000215388 0.000438501 0.000372629 0.000356576 0.000340389 0.000289042 0.0120807 0.000222416 0.000193889 0.000186039 0.000653874 0.000162846 0.000314477 0.000247963 0.000289783
threshold=16.485385178400005 13.480563334700001 13.531614672700002 117.55283175385001 93.077108934250006 66.834523482800009 20.389142059250002 117.46680109370001 20.852055640250004 22.929105819350003 21.556055031700001 21.612734424500001 22.343045670750005 23.374630421750002 20.201591378100002 8.4434108459500017 24.082771358500001 41.831907381600011 23.131311951800004 62.046925192600007 216.39684782960003 93.668569722950011 86.866770652900016 13.304953393500002 16.375382608200002 16.245379570700006 16.405383309150004 40.726271367500011 22.626138143200006 22.276766275150006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -1 8 -8 10 -10 -12 13 -13 -2 17 22 19 23 20 21 -16 -17 -19 25 -7 27 -9 29 -28
right_child=14 2 3 -5 -6 24 7 26 9 -11 11 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.002644630765752672 0.0017253710704218236 -0.0028429928610846167 0.053866605958820646 0.003009874163511784 -0.0033274512049910419 -5.7799841206856532e-05 -4.4801720992158005e-05 0.00078458900963139652 -0.10009613951376101 0.081475190734703107 0.070448290556860471 0.05497460654696279 -0.052140157253128185 -0.001653647494432039 -0.074538148609631025 -0.00019810921445564749 -0.0033915325869992388 0.0017571829190104712 0.0036013761120226848 0.00026116822619160065 -0.00016537481551436983 -0.00033067646082083349 -0.0017967451470826447 -0.00099565379347184356 -0.0018498452112610019 0.0034693534084626076 0.00068158802340767153 -0.0026917530577100649 0.00066387062298107786 -0.0026826676722651044
leaf_weight=0.52806073091413352 0.5196410697870445 0.51839882583407515 0.0013195066126944202 0.53272833481651005 0.51290390088352822 18.944784797331106 0.50201640145769488 0.52320772083839928 0.0038722098643932485 0.027043727804409556 0.0022622435672957084 0.0010144618948200223 0.0085868208053483386 0.0019409849684480646 0.022918430273420665 5.9802036494682991 0.53872208468713001 0.51997118976410639 0.52836930396915693 2.5284342151356398 0.50185279715481312 0.51281240436542885 1.0185187613697051 0.50370268255818473 0.53517212891892896 0.54058557877578906 0.50362472338986186 0.51770994245670943 5.5801720490262934 0.52079152449335453
leaf_count=92 33 26 6 97 41 2779 9 28 18 32 6 97 28 70 20 148 125 46 29 56 78 407 34 12 86 49 19 32 99 31
internal_value=-5.64559e-07 9.58951e-05 -7.9471e-05 -1.14702e-05 -8.98522e-05 -6.91401e-06 0.000529989 0.000393683 0.00284876 0.0353309 -0.0352656 -0.0170804 -0.0342358 0.0177841 -0.000222446 -0.000302425 -0.000642372 0.000198221 0.0014916 -0.000364698 -0.00188984 -0.00350525 -0.000430757 0.000402639 -1.04647e-05 4.00545e-05 0.000218118 -0.000944402 0.000401337 -0.00102873
internal_weight=43.4813 30.3062 21.5859 21.0675 20.5348 20.0219 8.7203 8.19224 0.546737 0.0447204 0.0176767 0.0138045 0.0115423 0.00295545 13.1751 12.6555 7.53744 5.11806 1.55204 3.56602 1.03758 0.535731 6.99872 1.02367 20.0205 19.4854 7.64551 1.04092 6.60459 1.02442
internal_count=4633 3645 3084 3058 2961 2920 561 469 260 251 219 201 195 167 988 955 307 648 87 561 505 427 182 58 2914 2828 209 60 149 50
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=15 8 19 16 3 0 6 15 4 5 18 18 15 5 4 0 5 3 7 8 16 9 17 3 8 3 5 0 6 13
split_gain=0.000117492 0.000373904 0.00010389 8.67381e-05 0.000317534 0.00020809 0.000390737 0.000228679 0.000737289 0.00119153 0.000877074 0.000649176 0.000423452 0.000282828 0.000332277 0.00027576 0.000236645 0.00126098 0.000209433 0.00390678 0.000987099 0.001489 0.000254855 0.000181751 0.000178199 0.00012443 0.000110907 0.000528773 9.35993e-05 0.00102757
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 22.704946905950003 95.346167596350014 85.968825637350008 16.445384243750002 37.882159664350006 242.83931210760002 21.757682542950004 13.24088655595 13.360173059150002 38.567335632300008 21.950234501100002 285.22127102665007 86.692020874450009 20.911722254300006 92.738363209800013 22.502236473750006 8.1436447804000007 22.624947093000003 190.07378137140003 189.19102531915004 93.394346993650018 8.3434888241000014 93.077108934250006 20.315138807500002 88.350799540950007 14.995350363950001 115.13321943645001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 16 9 -9 -10 -12 -13 -14 -15 -16 23 -18 19 -8 21 -21 -20 26 -24 -19 28 -28 -7 -30
right_child=1 -3 -4 4 -6 7 18 8 10 -11 11 12 13 14 15 -17 17 25 22 20 -22 -23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0031716982137387942 0.00027304694403177245 -0.0030056410043791046 0.0014064280669695466 0.0025597205947782802 -0.00044769626215545737 5.9649348096463063e-06 -0.00048455258035182667 -0.00049305727692145623 -0.0037636804779889281 0.0062118572647186085 0.0038107973067163545 0.0028393571593922726 -0.0023846632899799151 0.00096516186001514837 -0.002848249600827382 -2.2840412815597327e-05 -0.0052000150935768413 0.0003352050838785522 0.00039248074299975955 0.032642608891416867 -0.061985065059151571 -0.061379933939393963 -9.9639659159565254e-05 0.0019447480611047314 -0.0027382140144787625 -0.00080781245315446587 3.7725644655006733e-05 0.003465914143460383 -0.0041568038789446581 0.0011253066541599358
leaf_weight=0.53352435455858138 1.0077158582841548 0.53116045490534869 0.54208884430386106 0.59027329933814943 0.86637155851508396 17.846672096196702 0.50327342978450618 0.50676306738750898 0.52173777407460864 0.55566712503423332 0.54257440339006269 0.52087173431996792 0.51267013506841186 2.0364856074702407 0.52268248821928853 1.0186662071817409 0.5503234464013208 2.5125283878296614 3.0269437475635641 0.0033374167833244419 0.012977957041584887 0.0034005278445170539 0.50666157180535243 0.50899222106090647 0.51727435018710821 1.5338113133725526 3.0210288309722055 0.52865890811128213 0.57854645691521867 1.0134371683734569
leaf_count=221 51 127 70 56 61 2465 484 11 39 33 33 28 57 31 18 94 140 71 38 5 22 39 16 27 46 37 69 77 140 27
internal_value=-4.51206e-07 -0.000858629 3.10387e-05 1.30277e-05 0.000770993 -1.46162e-05 -0.00061071 7.27883e-05 0.00059598 0.00301371 0.000143405 0.000538922 0.000153953 -0.000187997 0.000126764 -0.000980957 -5.2695e-05 -0.000708886 -0.000311981 -0.00219523 -0.0458626 -0.014809 -6.88429e-05 7.56722e-05 -0.0014326 -9.80688e-05 3.42884e-05 0.00054829 -5.95732e-05 -0.000794277
internal_weight=43.4771 1.53888 41.9382 41.3962 1.45664 39.9395 5.10739 34.8321 6.73812 1.06243 5.67569 5.15395 4.61138 4.0905 3.57783 1.54135 28.094 4.59666 4.57387 0.522989 0.0197159 0.00673794 4.05088 23.4973 1.02394 4.04634 22.9883 3.54969 19.4387 1.59198
internal_count=4633 178 4455 4385 117 4268 871 3397 344 44 300 261 228 200 143 112 3053 248 650 550 66 44 100 2805 62 108 2778 146 2632 167
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=8 16 6 18 16 16 2 18 13 18 16 3 3 16 5 18 15 16 5 6 19 9 0 4 9 16 10 2 5 16
split_gain=0.000104831 8.80281e-05 0.000356185 0.000958729 0.00163857 0.000327941 0.000604024 0.000304978 0.000561211 0.000277247 0.000751049 0.00218545 0.011334 0.0152621 0.0113309 0.0112927 0.00499654 0.00386805 0.00454958 0.00127408 0.00166812 0.00116244 0.000802332 0.010484 0.00903904 0.00830443 0.00774467 0.00292179 0.00334625 0.00144925
threshold=8.8430989333000021 22.594947163200004 16.565387047600002 12.783127173500002 20.834951278800002 22.624947093000003 199.01127796720002 13.807773949150002 117.46680109370001 13.781134552700001 20.834951278800002 85.589753040950015 88.813214339350012 19.224955043700003 17.640922824350003 14.390586827150001 31.445204138150004 18.664956353200004 20.315138807500002 16.245379570700006 14.351157895250003 214.65309737590005 95.988709089550014 162.32075757215003 214.52351813370004 18.044957803000003 71.053259929650025 181.47666917450002 19.768819263000005 15.054964794950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -7 -5 11 22 13 17 -15 16 -16 18 -13 20 -14 -12 23 -11 25 26 -25 -27 -29 -28
right_child=-2 5 -4 9 -6 7 -8 -9 -10 10 21 12 19 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 29 28 -30 -31
leaf_value=-0.0088240901349680417 -0.0013683462471238313 -0.00046655551241767958 0.0027216827359728929 0.0005121200848576769 0.10002112824276083 -0.0031802073842736355 -0.0040487379442093506 0.0024517099132681007 0.0001623904249292991 0.00059821530065170495 -0.0059610652294305152 0.071001099471870277 -0.019449782423268724 0.043333086273061198 -0.032841536201685902 0.021302487045196855 -0.10029912065790939 0.098516492529337613 -0.10032445575408309 0.10003349506918283 0.10007879224948149 0.00069446926884595057 3.1846915763106771e-05 0.094209396166234305 0.053764069464712808 -0.097200674532965464 0.029069657583986976 0.087915745353825472 -0.10004639128863638 -0.10010403030856502
leaf_weight=0.0029861580544182633 0.55306052476772194 4.0749962943499884 0.51962400983181112 9.1592062853487324 0.002576344006229192 0.5272525120328283 0.53219074152309254 0.53348804853612897 10.611153934806149 0.51076458531134372 0.54552707819611856 0.0042436602126082459 0.0023581587527856654 0.022073438532970613 0.020907364225422498 0.020688550106100934 0.023124900355270483 0.016595550640431611 0.0024418697723760374 0.014023064273260388 0.0023125784937292337 0.50568361288969754 15.213860400049956 0.0056616029369394583 0.0077640185045790835 0.030821678700931443 0.0010918982234573993 0.0019335257942785225 0.0018566235499274386 0.004246228724491985
leaf_count=161 204 85 443 440 6 51 104 79 324 60 93 41 53 14 17 38 33 28 16 21 1 20 1935 14 26 168 22 8 59 69
internal_value=-3.72635e-07 1.72543e-05 0.000129199 7.76298e-05 0.041589 -0.000165954 -0.000880345 0.000116034 4.16374e-06 6.87886e-05 -0.00017066 4.2073e-07 0.0129752 0.000749045 -0.0185359 -0.0396367 -0.068269 0.0726453 0.00842495 0.0849667 0.0397313 -0.00275943 -0.00010547 -0.00380867 -0.0459793 -0.0629576 0.0127324 -0.0870121 -0.00415844 -0.0736819
internal_weight=43.4745 42.9215 26.6424 26.1227 0.0055625 16.2791 4.60719 11.6719 11.1384 26.1172 16.958 15.9068 0.128769 0.110075 0.0867943 0.0647208 0.0440323 0.0232811 0.00668553 0.0186938 0.00467074 1.05121 15.778 0.56414 0.0533756 0.0456116 0.0109997 0.0346118 0.00379015 0.00533813
internal_count=4633 4429 3786 3343 167 643 189 454 375 3176 2736 2623 262 187 102 88 50 85 57 75 54 113 2361 426 366 340 105 235 67 91
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=15 8 19 5 16 4 16 9 6 16 9 15 16 9 2 17 9 7 5 19 9 9 19 8 6 17 9 9 2 14
split_gain=0.000125045 0.000337401 0.000108963 0.000730244 0.00025417 0.00046548 0.000165307 0.000136529 0.000316872 0.000126248 0.000169896 0.000410221 0.000946778 0.000404663 0.000578629 0.00125396 0.000342188 0.000372011 0.000302765 0.00615787 0.000798427 0.00852807 0.000239244 0.000166147 0.000379773 0.000220511 0.00697805 0.00520831 0.000139589 0.000301997
threshold=46.723315192750007 8.3434888241000014 14.451165964200003 22.887221773600004 22.534947303500005 237.11242894575003 22.674946976100003 195.74493321760002 16.385382841850003 22.714946882600003 199.17419511990002 42.33967733730001 22.644947046300004 197.47612518640003 161.07012613040004 195.59800312745003 200.84251237905002 24.176603375500004 21.701709660250007 14.351157895250003 194.03220695150003 185.00606802455005 12.651020723000002 8.543332867800002 16.535386346650004 198.79333437865003 193.49750438550004 196.40176798710004 63.108627198800008 170.46434352985003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 -4 6 7 8 -6 10 11 13 -13 18 15 -15 17 -12 23 20 21 -20 -19 24 25 -1 -27 -28 -18 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 16 12 -14 14 -16 -17 28 22 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.00011843848909016417 0.00018966867482301034 -0.0029249412155694411 -0.001991994548208257 0.0038383300438257686 -0.00055546608379705568 0.0030082124428445962 -0.0011527312016984203 -0.00027025788461717301 0.0029562675322723202 0.0011501145859817031 0.0016838418908128533 -0.0052665164248737514 -6.3537500716141847e-05 -0.0063804028771801734 -1.9826400868914054e-06 0.00050157573964789803 0.00084361187195706457 0.0014751554925658628 -5.8623507747651159e-05 0.047522104273724518 0.0032353276630407105 -0.075526025055417723 -0.001182553771800649 0.0016996028858956758 -0.0027788023370154823 -0.0005089963819779103 0.0059765792059011981 0.098811541970805661 -0.0025355368488988823 -8.0855595153321764e-05
leaf_weight=7.6349310124318146 1.0071395629547941 0.53128056501063525 0.54084281093662312 0.56972691861838587 0.5071725199668442 0.55501847377422553 1.0589102377361994 1.5108853524761796 0.52078960223298054 0.88600734477631604 2.5495781627687419 0.53464275312302212 1.011257964165452 0.5473860983230765 1.5057130573169244 0.51279234152752906 1.5146272514812515 0.50927889459866182 0.50614596745333595 0.028585455902998436 0.52407166142074857 0.015430282241140958 1.0112986550327745 0.51606058171232305 0.51582787532243024 0.50948936025438918 0.011579139558051565 0.012640569013456115 0.518192139640825 15.285390533675463
leaf_count=1165 51 127 79 150 16 94 45 16 43 38 28 57 23 32 20 21 56 31 692 27 13 22 32 21 19 419 38 7 97 1154
internal_value=-4.73492e-07 -0.000885936 3.20187e-05 0.000457497 4.71206e-05 0.000312688 -0.000103145 0.000334619 0.00122366 -2.90665e-05 -5.82703e-05 -0.000323983 -0.00186296 -0.000138704 -0.00126207 -0.00305169 0.000120458 0.000945526 0.000141831 0.00173047 0.000478635 -0.00229125 -0.000292421 -4.36546e-05 -0.000147245 1.89309e-05 0.00198406 0.0544283 -7.34514e-05 -0.000161343
internal_weight=43.4627 1.53842 41.9243 5.26335 4.69362 4.15278 3.59776 2.53885 1.02796 36.6609 35.7749 14.3866 1.5459 12.8407 2.56589 1.06018 21.3884 4.07016 10.2748 1.07423 1.04565 0.521576 1.52058 9.20053 8.68447 8.16864 0.533709 0.0242197 17.3182 15.8036
internal_count=4633 178 4455 443 293 214 120 75 59 4012 3974 2576 80 2496 73 53 1398 91 2423 754 727 714 63 1669 1648 1629 464 45 1307 1251
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=18 7 7 7 3 17 9 15 8 19 0 5 18 4 19 18 15 15 8 19 12 3 3 4 17 18 17 8 7 9
split_gain=0.00016136 0.00184857 0.00411169 0.000942073 0.000336225 0.00110699 0.000452968 9.63723e-05 0.000261148 0.000104722 9.36964e-05 0.000302536 0.00230637 0.000943393 0.000383263 0.000459732 0.000366821 0.000430525 0.00019378 0.000150532 0.00015245 0.000370492 0.000178149 0.00010665 0.000208926 0.00010141 0.000250671 0.000313553 0.000216288 0.000372732
threshold=12.514699516150001 21.698399695800003 20.714163848350005 20.466661678250002 103.28787291370001 167.73286393055002 66.544071737050004 46.723315192750007 8.3434888241000014 14.651182102100002 85.990333302400003 22.458857822500004 12.854871756700001 271.78757961535001 14.251149826300002 13.744231039150002 39.864684991950007 39.203018015350004 8.6432548896500023 14.551174033150001 145.32166322050003 93.883646373400012 94.227769014100019 235.16798915710004 189.19102531915004 13.278511569200001 188.51582982015003 8.8430989333000021 23.299327580650004 198.44478460200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 9 -9 10 19 12 -12 -13 -15 -16 17 25 -18 20 21 -2 -23 -22 -25 26 -14 -28 29 -27
right_child=7 -3 -4 -5 6 -7 -8 8 -10 -11 11 13 16 14 15 -17 18 -19 -20 -21 23 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.092448328713205796 0.0027642070985866522 0.066770352057606938 -0.10012553369565001 0.094519240623866629 0.016242523723485582 -0.02794270334338908 -0.059517635664791894 0.00017073054913004673 -0.002572638307166105 0.0014143368826525181 0.058463603765710574 0.0047714074489403789 4.3643340905189793e-06 0.0024677275998425527 -0.0018685969714656925 0.0017699404455434721 -0.0032087844724495961 0.0028833189180618602 -0.00046854574662556574 -0.0018779682739121098 -0.0018491358491318736 -0.0017968282449591353 0.00055980493084370237 9.5202829832975462e-05 -0.0015614500823422001 -0.0032860588402052362 0.0035326435481455804 3.8266169204729027e-05 -1.6565123313263712e-05 0.0004732612814107339
leaf_weight=0.0013833763197945138 0.5477705913362948 0.0025668524622233244 0.0046937067309330699 0.0013541905844185465 0.0016310265800427715 0.0017051863108159537 0.0015290564552408619 1.0070145056094504 0.5294139712566549 0.54082039970125961 0.006745408099702809 0.55569228945660043 3.0352262407706254 0.52656820671440563 1.0388203445882025 0.52162669656053129 0.52817898362065807 0.52568050513900644 0.50462552642375158 0.56901020287477866 0.51720365824571768 0.50859910911252815 0.8685977251956587 3.010095874363937 1.0189475284053817 0.54816326275763916 0.52134822358129873 0.50602371094282717 25.001186563414347 0.50830545763892587
leaf_count=11 50 7 25 13 62 34 247 51 124 60 15 51 51 71 36 58 71 29 11 60 48 27 247 85 92 349 48 8 2568 24
internal_value=-2.68091e-07 -0.0104178 -0.0265305 0.0189043 0.00251726 0.0259808 -0.0204152 3.29589e-06 -0.000774564 3.18129e-05 1.37388e-05 8.18933e-05 -3.84159e-06 0.00110984 0.0001349 -0.000652306 -1.62912e-05 4.6178e-05 -0.00186991 -0.000318583 -0.000181467 0.000564441 -0.0003105 -0.000497299 -0.000323766 -3.3378e-06 0.000461367 0.00181152 -7.5789e-05 -0.00147731
internal_weight=43.4605 0.0148634 0.0122965 0.00760284 0.00624865 0.00308856 0.00316008 43.4457 1.53643 41.9092 41.3684 34.3282 31.6855 2.64271 2.08702 1.56045 31.6787 30.6459 1.0328 7.04022 6.47121 1.92497 1.3772 4.54625 4.02904 30.1203 4.0626 1.02737 26.0577 1.05647
internal_count=4633 399 392 367 354 45 309 4234 175 4059 3999 3390 3174 216 165 94 3159 3077 82 609 549 324 274 225 177 3048 107 56 2941 373
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=6 6 7 3 6 19 17 8 15 10 2 10 17 14 6 19 2 7 16 0 7 6 13 19 13 13 10 13 13 5
split_gain=0.000117473 0.000195742 0.00045827 0.000923516 0.000192578 0.000645395 0.000299961 0.000785212 0.000249417 0.000677529 0.000223866 0.00505145 0.00172333 0.00425933 0.00245998 0.00337015 0.00218144 0.00114292 0.00119614 0.003387 0.00106434 0.000811057 0.000560427 0.00173922 0.0015682 0.00102691 0.0005161 0.000489543 0.00204269 0.00172326
threshold=16.485385178400005 16.505385645700006 23.493869161500005 93.776108048150022 16.425383776450001 14.451165964200003 192.19686994285004 8.3434888241000014 42.076928760450009 61.917879202350001 197.03438354685002 62.041548276350007 198.90226058785004 300.29716420680006 15.695366719750002 14.451165964200003 205.16057895720004 26.826254787300005 22.634947069650003 94.985914206850012 27.410003572300003 13.665319288000001 117.54745483760001 14.351157895250003 117.35926276845002 114.86706208155002 78.962703749400006 103.39541123890002 104.72350955535002 20.971847224900007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 6 7 -6 10 -10 -1 -12 22 -14 15 16 -15 18 19 -18 -19 26 23 24 25 27 -21 -13 -29 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 12 13 14 -16 -17 17 20 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-5.5862338003074744e-06 -0.0055013851147311032 -6.0292570621246771e-05 8.2488594038457192e-05 0.00043352530694648335 -0.00042537205461979505 0.0038529317483694155 -0.0005509004787619448 0.0025641707405549708 0.0011101584016933045 -0.0039603055981027382 0.080131688050475283 -0.021312322863452256 0.090444631149183163 -0.10017089497015674 0.049249279452569655 -0.092908012155202266 -0.10003769568308339 -0.10004426368983779 0.10002319989820828 -0.033202765502169995 0.011610113536971351 0.089842137199133532 6.067706645211218e-05 -0.10024661661167059 0.10004360510294617 -0.10018856146351307 0.051505137234704117 0.092517025125343086 -0.10005510885218637 0.039141922122939592
leaf_weight=22.032244683631497 0.54357514762546022 10.61015193152909 1.5070814949986013 0.50649463047142618 2.0195993464550628 0.55363454372167087 2.5112285141572368 1.5550583457645837 0.50656574025924916 0.5492883502664665 0.0081576253445718727 0.0096405357612741049 0.0072631032826393693 0.0016972726373021265 0.0086685738642700016 0.0043054788129666113 0.0018479280866870798 0.0013117247585086042 0.002333710915991106 0.0012125968904683759 0.0024452909623891017 0.0031453327983541612 0.50020027160644531 0.0022292433714028439 0.00128068565391004 0.0012983066023650727 0.0017679057743649196 0.0021529249106606594 0.0017899495999529336 0.0017677339799480052
leaf_count=1995 35 911 17 25 35 90 99 49 6 181 52 460 20 40 31 14 41 31 6 45 284 12 2 2 1 5 40 23 42 39
internal_value=-2.05523e-07 -0.000249575 -0.00103495 -0.00263872 0.00010819 0.000584083 0.000286715 0.000875148 -2.53981e-05 -0.00152766 4.47963e-05 0.00201115 0.000865707 0.0220256 0.00473244 -0.0144978 0.00692074 0.0198443 0.0370547 0.0186255 -0.0273729 0.0544217 -0.000598155 -0.0169453 -0.00658847 -0.0147907 0.0170423 -0.00756824 0.0156343 -0.0308912
internal_weight=43.4594 13.1673 2.55715 1.05007 30.2921 6.63952 6.08589 3.57466 23.6526 1.05585 22.5968 0.564516 0.556359 0.0359989 0.0287358 0.0200672 0.0157618 0.0140645 0.0103075 0.00797376 0.00375702 0.00612584 0.52036 0.0201594 0.0179301 0.0166495 0.0029805 0.0153511 0.00571061 0.00355768
internal_count=4633 988 77 60 3645 273 183 84 3372 187 3185 1190 1138 564 544 513 499 459 144 138 315 97 574 572 570 569 85 564 104 81
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=8 19 18 17 18 17 9 13 2 6 6 3 18 10 4 4 4 3 0 6 13 3 8 7 13 7 7 0 7 2
split_gain=0.000115708 0.000104811 0.000337231 0.00065797 0.000418546 0.000271429 0.000781713 0.000141996 0.000201693 0.000128542 0.000484321 0.00187874 0.000439737 0.00113602 0.000724666 0.00101857 0.000190626 0.000189663 0.00019519 0.000185967 0.000426954 0.000231921 0.000419813 0.000244183 0.000327588 0.000222799 0.00324985 0.00322814 0.00356631 0.000896024
threshold=8.8430989333000021 14.451165964200003 13.602243858600003 203.65799419860002 13.511883313150003 188.27285108100003 192.39832633775004 117.59047016770002 147.79312796670004 16.465384711100004 16.505385645700006 93.668569722950011 12.783127173500002 65.036490633650018 128.88186563570002 141.79569928155004 143.58239362595003 93.017962855400015 86.103248543850015 16.285380505300001 117.46680109370001 93.077108934250006 8.4434108459500017 22.812602664350003 117.57971633515002 23.131311951800004 22.435297587800004 87.380266155850009 22.995234593000003 110.58799860680001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -7 8 -8 12 11 -11 13 -1 -14 -16 -17 -12 -19 25 -21 22 -22 24 -23 26 -18 -28 29 -29
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 17 -13 14 -15 15 16 19 18 -20 20 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.015056439611330803 -0.0014390599654594122 -0.00080598906151460375 0.0044267276684786076 -0.00049955622532180599 -0.0017446417454552142 0.004476205850819758 0.00077491283899546804 0.0010325649815194639 -0.0020358995894913952 -0.0066909298361564106 -0.00089561508927462469 0.000578895291655023 -0.068671224356806171 0.098995456731099898 0.10001739510564947 0.034504312204021968 -0.00027132884939634367 -0.00022994304591153551 0.000895865124678181 0.0031608061771839766 9.1815244145069424e-05 0.0028605176339578809 0.0025759428395698437 -0.00067312297465617777 -0.00069371786858583992 -4.3827429682573619e-05 -0.10029863818173881 -0.00047076978511376556 0.05264005058643996 -0.053580629529709156
leaf_weight=0.0019778572550163123 0.55171828994915628 1.0542883789397146 0.55125668189257104 0.53352794110082868 1.0196524574139307 0.54161151068041169 0.51049193157814465 1.031987666527687 0.51065388943780832 0.54704363392101996 2.0214801525808683 1.0151587616838638 0.0015336870710623831 0.0015638726334827879 0.0010195898939880923 0.0016071681166093246 0.50817342623148987 3.900391948967397 2.5448160716478014 0.55166942045515899 2.0052962921909061 0.5247495649581102 1.0296182050951754 3.0343110297659477 0.51266950627905317 18.919577607434899 0.0059830359728962881 0.0042375150378330942 0.005463085347216178 0.012688775191860624
leaf_count=112 204 45 75 103 27 102 16 31 26 33 37 48 4 10 2 4 302 551 33 66 67 33 15 54 14 2507 13 18 14 67
internal_value=-1.00459e-07 1.84034e-05 0.00041557 0.00200384 4.65297e-05 0.000547038 0.0010968 0.000205316 -0.000630716 -4.31045e-05 -0.000349 -0.00196681 7.00058e-05 0.0353039 6.54042e-05 6.92918e-05 6.55336e-05 -5.04949e-05 0.000214569 6.34923e-05 0.000480918 0.000272885 0.000934575 -0.000220313 0.00110409 -0.000100814 -0.00211028 -0.0350475 -0.0176106 -0.0402845
internal_weight=43.4562 42.9045 5.75347 1.08478 4.66869 3.64903 2.59474 2.05313 1.02115 37.151 10.0289 1.5622 27.1221 0.00354173 27.1186 27.1171 27.116 8.46669 6.44521 27.1144 7.65831 7.10664 3.03491 4.07173 1.03742 19.4561 0.536546 0.0283724 0.0223894 0.0169263
internal_count=4633 4429 425 178 247 220 175 73 42 4004 702 81 3302 122 3180 3176 3174 621 584 3170 249 183 82 101 47 2921 414 112 99 85
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=8 16 3 7 0 0 7 9 5 15 4 0 7 10 19 10 13 15 15 18 13 15 10 10 3 15 17 12 16 5
split_gain=9.36383e-05 9.64246e-05 0.000116413 0.000198678 0.000167655 0.000135432 0.000475034 0.000610579 0.000224994 0.000475169 0.000792679 0.000445946 0.000268327 0.000184737 0.000246335 0.000624584 0.000335493 0.000192698 0.000334299 0.00244099 0.000161643 9.35268e-05 0.00309135 0.00356895 0.00140188 0.000147774 0.00161702 0.000320506 0.00963913 0.00630695
threshold=8.8430989333000021 22.764946765650006 93.883646373400012 22.227765484150002 85.769879735700016 85.990333302400003 22.958251375150002 200.52256857420005 23.605484525250002 40.856592954650004 271.78757961535001 86.692020874450009 23.602039070650005 61.917879202350001 14.451165964200003 62.068432857650002 117.22752832010001 39.864684991950007 39.203018015350004 12.854871756700001 117.58509325145 20.538897842700003 78.537927364800012 76.621056717750008 83.613736315050019 23.884857921950005 170.27155321280003 111.22210529245002 14.334966478600002 16.222050829800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 9 13 -11 -10 -12 -7 17 -16 -17 18 19 -15 -19 22 23 24 -21 27 -27 -23 -29 -30
right_child=-2 -3 3 -5 5 8 -8 -9 11 10 12 -13 -14 14 15 16 -18 20 -20 21 -22 25 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.001302198931596419 -0.0012940177675281207 0.0013033069101861701 -0.00012391586006658864 -0.0023943016890877553 -0.0046644947167895747 -0.0018703503859365028 4.7990372321417464e-05 0.00015726447695293435 -0.0033122961520129996 0.0048465833779946883 -0.00054049087589499783 0.00076997792188387873 0.0022278213351127458 0.06209499881006611 0.004024934194114811 0.0023363094174294976 -0.00057289127681202313 -0.0026280039270825529 0.0025164002579697703 -0.10004224400825371 -0.00010579686059984963 -0.0002997025697426387 0.00021975442213274105 0.06559319763922257 0.017734946100093806 0.063252659336345177 -1.1000760262459842e-06 0.0005880487225540849 -0.01474323394423918 -0.10028679043759106
leaf_weight=1.0178658552022088 0.55217996547570081 0.57457592842911154 1.3634923363313256 0.53732755729226456 0.55253845255928868 0.50955719032345115 3.5219232430899865 0.50051922351121902 0.55856498444700153 0.5467793555653776 1.0121319281215049 0.51369346004116778 0.53532048795458087 0.0063223014376586608 0.53550907379485524 0.53717977731520283 1.5126017052289169 0.51658442115195302 0.52391956011410812 0.0020167108424585236 0.50006067828508094 3.5390578955707488 1.5244596351345052 0.014061527046806077 0.0020257840675324545 0.004042256885564365 21.399599230148311 0.50512246513050385 0.018839343903469974 0.015886751024140722
leaf_count=29 204 49 658 167 89 10 35 2 56 34 22 56 87 18 37 65 41 46 25 62 3 66 1190 36 105 10 1111 81 208 31
internal_value=-9.17477e-08 1.65622e-05 -9.04975e-07 -0.000765713 3.50559e-05 2.32727e-06 -0.0005092 -0.00237271 6.95108e-05 0.000114804 0.00157364 -0.00135658 0.00041717 1.83262e-05 4.92143e-05 0.000983971 0.000189514 -3.53657e-05 1.45171e-05 -3.39741e-05 -0.0013874 -4.85087e-05 0.0007076 0.0417869 -0.0410215 -9.4279e-05 1.08459e-05 -0.000645911 -0.00291554 -0.0538783
internal_weight=43.4538 42.9016 42.327 1.90082 40.4262 39.4083 4.57498 1.05306 34.8333 33.7611 2.09423 1.07226 1.54745 31.6668 31.1573 2.58529 2.04978 28.572 27.5554 27.0314 1.01665 27.0251 1.54256 0.018104 0.00404249 25.4825 21.4036 4.07891 0.539849 0.0347261
internal_count=4633 4429 4380 825 3555 3526 126 91 3400 3288 143 112 109 3145 3135 143 106 2992 2943 2918 49 2900 1393 203 167 1507 1121 386 320 239
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=6 4 7 6 17 7 6 0 6 19 13 16 5 13 18 19 9 16 5 12 17 17 16 15 14 18 16 8 5 8
split_gain=7.78419e-05 0.00109764 0.00340247 0.00264115 0.0011864 0.000842425 0.00016467 0.000231168 0.000731157 0.000820044 0.00040611 0.000401781 0.000438871 0.000197734 0.000663076 0.00029391 0.000205565 0.000197222 0.000552686 0.00540675 0.00716847 0.00213175 0.00110762 0.000139677 0.00050593 0.000424801 0.000326682 0.000516873 0.000620117 0.000311068
threshold=16.465384711100004 157.77812180380002 22.343045670750005 16.625388449550005 181.57898176000003 20.869210126600006 16.425383776450001 86.538778761000017 16.245379570700006 14.351157895250003 117.51519334005 22.644947046300004 25.546339592900001 117.56896250265002 13.328768336950002 14.351157895250003 200.77913281735002 22.654947022900004 20.852055640250004 216.20511703005005 190.03457182425004 186.34046889365004 20.904951115100005 41.54912092575001 274.15552132740009 13.531614672700002 22.674946976100003 8.3434888241000014 21.363989181350004 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 10 17 -10 -1 12 -12 14 -8 -16 -15 18 -9 20 21 22 -20 24 26 -25 27 28 -3 -29
right_child=1 23 -4 4 -6 -7 13 8 9 -11 11 -13 -14 16 15 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.0033647934577667963 -0.10009843052819961 -0.00050072764918566071 0.066671371361577955 0.025122734324149434 0.079553181656880731 -0.070336858179696274 0.0043862379548310661 -1.065618744270686e-05 0.0053477908597368727 -0.00014912527081819643 -0.0036998162708388235 0.0011383139415574812 0.00044257374173318261 -0.0007858160505123346 -0.00030271238751454049 0.0024479347831815618 0.00085969186031603553 0.0018709598189480883 0.016752354392618254 -0.00081639032566182689 -0.082962896819925011 0.059242066167698462 -0.067290568361820943 -0.00011806010788766036 -0.0034652299921285471 0.0028542030453689786 -0.0027047192459689253 -0.0011920007219659793 0.0043657424223186485 0.00014964156749177433
leaf_weight=0.53646789050100396 0.0028157945355499203 0.51865561734302079 0.0092588762636296451 0.0021900081778771785 0.0020305855978222098 0.0015997861911560829 0.5278908671235415 18.913650787584192 0.54579281088808673 0.53981340526297572 0.52199296511058102 1.0141253532170251 0.50146308317765786 1.5208307527518274 1.5044670313037278 0.52367293334418707 1.5159231909082089 0.52039933394553273 0.0031826951370065304 0.52063171982756873 0.018609601210982873 0.005854562929016538 0.0030912360525690019 4.503037718540166 0.52661161662512945 0.53833712597872807 0.51898906887026974 3.0202248701098142 0.52882614227119529 4.0395595254713896
leaf_count=246 9 22 12 37 8 18 59 2639 55 51 37 30 3 38 11 70 27 47 37 186 27 11 3 174 162 63 50 30 377 94
internal_value=-1.65089e-07 -0.000192145 0.0245587 -0.0205904 0.0178742 -0.0151736 9.31536e-05 -2.22656e-05 8.70191e-05 0.00261447 -0.000916864 -0.000272358 -0.00167017 0.000581121 0.00122923 0.000407514 3.56083e-05 -5.02718e-05 -0.000101636 -0.00322252 -0.0439768 0.0158423 -0.0246565 -0.000223349 -0.000456159 0.000199329 -0.000272462 -0.000116761 0.00195613 -0.000424322
internal_weight=43.45 14.2121 0.0178951 0.00863617 0.00582038 0.00378979 29.2379 23.6451 21.071 1.08561 2.57405 2.03758 1.02346 5.59278 2.55603 2.02814 3.03675 19.9854 19.465 0.55137 0.0307381 0.0121285 0.00627393 14.1942 9.15287 5.04137 8.62626 8.10727 1.04748 7.05978
internal_count=4633 1056 84 72 63 55 3577 3372 3056 106 316 70 40 205 140 81 65 2950 2903 264 78 51 40 972 735 237 573 523 399 124
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=8 19 3 5 5 19 3 13 9 16 13 13 16 18 9 19 10 10 10 0 6 13 16 8 10 7 16 10 12 2
split_gain=8.90308e-05 0.000110341 0.000304219 0.000237679 0.000480086 0.000171701 0.000378886 0.000145154 0.00044636 0.000115275 0.000194796 0.000291228 0.00017485 0.000443883 0.000784461 0.00034466 0.000206907 0.000189853 0.000165787 0.000828955 0.00886494 0.00846229 0.00721499 0.00678235 0.00665511 0.00657801 0.00263377 0.00246153 0.00129734 0.000432229
threshold=8.8430989333000021 14.451165964200003 92.585121096400016 24.393336510100003 22.887221773600004 14.551174033150001 93.345954747300013 117.53132408880002 197.20558004415003 22.714946882600003 117.71413924170001 117.67112391160002 22.574947209950004 13.552878921100001 194.43273554075003 14.351157895250003 62.165217350350012 61.944763783650011 66.859265246100009 95.988709089550014 15.105352934150002 109.34496908160001 18.754956142750004 7.943800736700001 71.053259929650025 24.799466712900003 18.474956797500003 67.254468591300011 219.88098848225005 158.58656282205001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -4 -9 10 11 12 13 14 -1 16 -15 -14 29 20 21 22 23 26 25 -25 28 -22 -20 -18
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 17 15 -16 -17 18 -19 19 -21 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00047091747297683213 -0.0012619243783171998 0.0026445457389850015 -0.00015959959022137141 -0.0018457966864878857 0.003182320028299027 0.00022877484714148167 -0.002796559115597114 0.0035579088813638008 -0.00060434663249769773 0.0010804912278259992 -0.0020040731429175943 0.0022872667328561009 -0.0016808585928408907 -0.0020043583488073211 0.0046804799508162855 -0.0026216829342011467 0.0033409842238666361 -0.00025983095828735551 -0.10003010089380258 8.0025215318196846e-05 -0.10018915363543041 0.0016569754788222997 -0.10009682689756616 0.08085632721210996 -0.10006371927142821 -0.10005142763639892 0.099658679320695762 -0.031949502000092771 0.036166572271244556 2.375124830880176e-05
leaf_weight=2.5355019638090286 0.55215053667627856 0.55701917248052257 1.0106352136499475 0.51855662817900583 0.5512852737563988 1.5144540717155908 0.56968171433072701 0.52798390025054664 0.50320547099727264 0.88505693625847826 0.51580119428854132 0.52671179835097248 1.0188836067266596 0.50995247245838626 0.53632790713072598 0.52288880680992988 0.53094339103700461 12.172290733918357 0.0011481301374595132 15.215933507111423 0.010936609566300576 0.59734244162625316 0.015043406713630247 0.0057250030755682246 0.010663603010712563 0.0030973371089132451 0.0056535890900022423 0.01023110896657578 0.0017894509852922624 1.509566531082849
leaf_count=687 204 120 21 84 74 20 58 32 16 28 105 25 24 14 83 45 24 288 117 1947 19 127 91 6 145 68 5 25 73 58
internal_value=-2.01075e-07 1.60403e-05 0.000423568 0.000185467 0.000410669 4.03376e-05 -0.000598176 0.000692083 0.00152679 -4.70814e-05 -7.46066e-05 -4.6761e-05 -8.16722e-05 9.07852e-05 0.00120589 -8.99663e-05 -1.81298e-05 -0.000369591 3.83988e-05 -7.06466e-05 -0.00353574 -0.00143138 -0.0442139 -0.0142725 -0.0469071 0.0173434 0.0597474 -0.0672065 -0.0170648 0.0008869
internal_weight=43.4465 42.8943 5.75282 5.1958 4.67725 4.12596 2.08414 2.04182 1.03119 37.1415 36.2564 35.7406 35.2139 22.0227 3.07183 18.9509 18.428 13.1912 17.9181 15.8776 0.661631 0.640463 0.0431205 0.0280771 0.0194859 0.00882234 0.00859117 0.0211677 0.00293758 2.04051
internal_count=4633 4429 425 305 221 147 78 69 48 4004 3976 3871 3846 3534 770 2764 2719 312 2705 2623 676 632 505 414 219 74 195 44 190 82
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=16 3 0 14 6 3 2 5 18 0 5 12 6 13 3 17 6 13 7 0 12 2 10 17 6 12 0 16 7 17
split_gain=8.57191e-05 0.000419471 0.000139586 0.000236775 0.000448825 0.000297899 0.000228859 0.00020413 0.00230589 0.000588916 0.0003242 0.000498813 0.000184866 0.000541166 0.000477773 0.000959868 0.000200669 0.000215857 0.000374646 0.000935186 0.000135266 0.00194279 0.0025404 0.000655261 0.00278931 0.00242221 0.00230654 0.00185749 0.000755395 0.000535552
threshold=22.704946905950003 95.002044955650021 85.968825637350008 309.54214150395006 16.445384243750002 93.716961969300016 113.96113505555 23.605484525250002 12.854871756700001 86.692020874450009 22.958759589950002 227.12825541940001 16.455384477450004 117.55283175385001 93.469623821300004 190.03457182425004 16.565387047600002 117.59584708395001 23.853977146050003 86.036037090600004 226.26044291545003 210.71970372160004 69.633754036750005 198.90226058785004 15.695366719750002 386.53797981375004 96.870523356300012 22.664946999500003 26.709562027450005 204.45912381470004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -4 -9 12 -12 13 20 15 -15 17 18 19 -14 -10 22 -22 -23 25 26 27 -25 29 -28
right_child=1 -3 7 -5 5 6 -8 9 10 -11 11 -13 16 14 -16 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0035501462626434752 0.0027926286933397876 -0.00064335686383048683 0.053165285473429615 0.00061590384428601176 -0.0027162264656923939 0.0017664224611165524 -0.00047913435020803698 -0.0035523651634450995 -1.6195455486391155e-05 0.0011276517884474292 0.0039809267352624014 -0.00040048784072436137 0.00034188864236653186 6.4691097773909487e-05 0.00016338849313299891 0.0061463319551117749 0.00046840321077334219 -8.0135702297894377e-05 -0.00046551245173247734 -0.0056078781518335433 0.10002991387013818 -2.195292024387761e-05 -0.0042136586468183362 -0.089048178600726197 0.056132571156333612 0.084836628256725985 -0.0013411320492408051 0.013520861928379736 -0.020240746787516632 0.078110344581772212
leaf_weight=0.53422540788226047 0.59737397686421789 0.87680466320193773 0.00818389702550959 1.5159887361153659 0.51459367543429779 0.53402348173257586 3.0234136983872029 0.56046303643597528 22.997117230209497 0.51682395271946291 0.52622206466003152 0.51330635594568719 0.50170374568551623 0.50021351873874575 1.0065551507286727 0.53933646321820561 2.0358862668076334 3.0303428408162745 2.0005560327813328 0.55800259228954019 0.0045740904752158418 0.51149939858337201 0.0047816193794005812 0.0059196205333328367 0.01057900355590391 0.002360500731283465 0.0013057542529821839 0.0025160467776004225 0.0025632394537653536 0.0024221526524996762
leaf_count=204 65 101 23 196 20 194 374 78 2012 63 22 30 3 2 8 51 55 31 35 47 6 481 34 75 35 64 34 8 248 34
internal_value=-5.01022e-07 0.00074899 -2.68294e-05 -0.000468119 -0.000824887 -0.00046735 -0.000142043 4.85455e-05 9.05541e-05 -0.00130715 7.80574e-05 0.00181744 2.44326e-05 0.000156379 0.00171631 0.00321995 -0.00039109 -0.00067839 -0.0012708 -0.00279104 2.08214e-05 0.00157278 0.046752 0.00078882 0.0157785 -0.00920527 -0.0242789 -0.0584556 0.0215481 0.0502813
internal_weight=43.4397 1.47418 41.9655 6.12224 4.60626 4.07203 3.55744 35.8432 34.7659 1.07729 34.7578 1.03953 33.7182 25.5917 2.04611 1.03955 8.12649 6.09061 3.06026 1.05971 23.5456 0.548521 0.00935571 0.539166 0.0276663 0.0170873 0.0147268 0.00843567 0.00629115 0.00372791
internal_count=4633 166 4467 988 792 588 568 3479 3338 141 3315 52 3263 3092 61 53 171 116 85 50 3031 1019 40 979 498 463 399 83 316 68
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=8 19 5 9 9 17 13 9 19 16 16 13 13 16 18 9 19 10 16 6 15 3 10 10 0 18 13 15 16 2
split_gain=7.52936e-05 9.86795e-05 0.000267479 0.000559895 0.00045584 0.00031918 0.000526805 0.00102942 0.000370479 0.000295604 0.000104485 0.000154855 0.000240924 0.00014912 0.000350707 0.000644306 0.000275383 0.000203175 0.000168845 0.00037027 0.000243921 0.000684839 0.000165924 0.000143778 0.00103647 0.0110104 0.00652887 0.00833243 0.00897089 0.00361211
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 201.16241229375001 199.39609444495002 188.27285108100003 117.53132408880002 196.51002155900002 14.551174033150001 22.624947093000003 22.714946882600003 117.71413924170001 117.67112391160002 22.574947209950004 13.552878921100001 194.43273554075003 14.351157895250003 61.944763783650011 22.624947093000003 16.475384944750001 37.882159664350006 93.716961969300016 62.165217350350012 69.999384342500022 95.988709089550014 14.349689277800001 109.34496908160001 27.063546193350003 18.044957803000003 84.740378741850009
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 -8 -7 -10 11 12 13 14 15 -1 22 -15 19 -19 -20 -22 -16 -24 25 29 27 -27 -29 -25
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14 17 16 -17 -18 18 20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0004073282494302083 -0.0011603585249514981 -0.00090155265836747058 -0.0017658551496184862 0.0036148366140116728 -0.0025665897810733126 0.0015125925972689983 0.0058171030162291132 -0.00037915174140695437 -0.0028738431954974481 0.00053617324003157527 0.0010285417013659213 -0.0017905225805497004 0.0020780263974344549 -0.0017007206094505883 -0.001792801147629844 0.0042274300787745762 -0.0023407414519752106 -0.000158312346185434 -0.0005538785478281207 -0.0019285889424278287 0.0039452288343836276 6.9141287256299064e-05 0.00072004136326499126 -0.10036286462615329 8.1461237179057263e-05 0.052269257945561802 0.0011069490019571325 0.090183150214066948 -0.10007596025017927 -0.01575566451592661
leaf_weight=2.5345219755804567 0.55241083911357591 1.0533655414765259 0.51874968312225522 0.55598233982078671 0.50910949674174322 1.0209984625762454 0.56989602994553912 0.50634739473753143 0.51299334780821892 0.5039396365173161 0.88485391085850906 0.51644615026433527 0.52594213894469177 1.0186233506930733 0.51056250486261134 0.53464642627113779 0.52369030750537504 5.0271416114097409 2.5316086774982978 1.5445064659647867 0.55678594125949166 2.5139092736694817 2.6191367331463153 0.015246092963186575 14.712748255974761 0.0064962720395597686 0.52679968236598995 0.0028333507776707725 0.019773701441603786 0.0075422402610073594
leaf_count=687 204 31 84 118 27 30 74 8 26 27 28 105 25 24 14 83 45 80 39 51 70 48 235 48 1931 103 53 21 183 131
internal_value=-3.30246e-07 1.46123e-05 0.000400054 0.000614776 0.000258115 0.000603183 0.00111216 0.00290191 0.000166979 -0.00118401 -4.50859e-05 -7.12937e-05 -4.64454e-05 -7.81824e-05 8.11382e-05 0.00107279 -7.95143e-05 -0.000344035 -0.000230518 -0.000574373 0.000172832 0.000771963 -1.52304e-05 3.54413e-05 -8.18178e-05 -0.00423305 -0.00144028 -0.0475477 -0.0762307 -0.0723605
internal_weight=43.4376 42.8852 5.75138 5.23263 4.67665 4.16754 3.11417 1.07624 2.03793 1.01693 37.1338 36.249 35.7325 35.2066 22.014 3.06917 18.9448 13.1926 12.174 6.57165 5.6023 3.0707 18.4211 17.9106 15.2914 0.578691 0.555903 0.0291033 0.0226071 0.0227883
internal_count=4633 4429 425 341 223 196 165 82 83 53 4004 3976 3871 3846 3534 770 2764 312 288 131 157 118 2719 2705 2470 539 360 307 204 179
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=5 5 14 6 18 6 9 15 15 19 6 3 6 7 16 8 7 3 6 7 7 18 18 19 6 19 10 0 5 2
split_gain=8.7907e-05 0.000373317 0.000740321 0.000338413 0.00039674 0.000390564 0.000596904 0.000193183 0.000131459 0.00012865 0.000101248 0.000344415 0.000331754 0.000174097 0.000474481 0.00611414 0.00414963 0.00269014 0.00805063 0.00197226 0.000395447 0.000438507 0.000626317 0.000942951 0.00034525 0.00652762 0.0172767 0.00989925 0.00610399 0.00738171
threshold=23.605484525250002 22.958759589950002 289.07138706530003 16.405383309150004 13.565012728250002 16.445384243750002 193.70978346765003 41.831907381600011 45.793006327050001 14.651182102100002 16.455384477450004 92.738363209800013 16.565387047600002 23.695207782600004 20.834951278800002 8.3434888241000014 23.263685695600007 86.26455603170001 15.345358541850002 20.797746106000002 23.989000783400005 14.442085364750001 13.829007611650001 12.551012654050002 14.815346158200002 14.351157895250003 67.031326566450005 92.464140480550014 18.678742451450002 161.07012613040004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 5 -5 8 9 -7 10 13 12 -12 14 15 17 -17 -1 19 -19 21 22 -15 -24 -22 26 -26 -28 -29 -30
right_child=3 2 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 20 -16 16 -18 18 -20 -21 24 -23 23 -25 25 -27 27 28 29 -31
leaf_value=0.0022742285264443734 -0.0027873883227374258 0.0044009623557334249 -0.00084725433979560049 0.002115214939692881 0.0024477660663670842 -0.00058492002220305423 -0.0038850908186530749 -0.0019191887242982016 0.001184690954695655 0.0015822605246724492 -0.0037587434539240617 -6.8773487751795753e-05 -0.00019199748363988016 -9.3825673741448825e-05 0.00027566326273564557 0.0088594764774715465 0.082192017188869981 0.020475308106635549 0.03477122319334059 -0.098564419369119069 2.410690437543751e-05 0.0014081886987173586 -0.00046770284527531449 -0.0064652859366524304 0.098615605940704842 -0.0016719741621237603 -0.10016839193947347 0.049161537584856155 -0.07328072636816578 0.045034918867191159
leaf_weight=0.52036473517585546 0.5288004958790421 0.56093519400110248 0.51605389333367691 0.51245889851032078 0.53317042698561179 2.3643232125149938 0.54326636987239307 0.51841400804840887 0.51042093689917667 0.52279772250403667 0.5247857222350365 9.1744349534036722 0.51836670029998366 1.0114131477894295 8.1284755336127983 0.015022494524600916 0.015866252368141431 0.0015829806284515689 0.010051398756195132 0.011524718620616024 14.237263321811268 0.50879579981132739 0.50508161494508363 0.54500427073435276 0.024687722339875928 0.51268375547078904 0.0086521304692723788 0.025645657254244725 0.012410752053256147 0.0091689630462177263
leaf_count=271 167 74 38 33 76 500 142 63 55 36 47 183 34 11 251 31 14 37 26 162 2083 45 3 46 39 47 14 54 22 29
internal_value=-5.96637e-07 5.06747e-05 0.00188621 -0.000395362 -0.000111983 -0.000459214 -0.000845196 -2.23528e-06 -0.000270719 2.47372e-05 2.31865e-06 -0.000264546 -0.00198634 0.000106775 0.000471947 0.00324955 0.0465273 0.000790053 -0.0325581 -0.0841883 -7.58626e-05 -0.00122097 -0.00186987 -0.0035805 0.000122597 0.00248625 0.0289475 -0.00183321 0.0161827 -0.0230098
internal_weight=43.4319 38.4395 1.07699 4.99244 4.46364 3.93047 3.41801 37.3625 2.87474 36.8441 36.3213 10.2176 1.04315 26.1037 8.70289 0.574413 0.0308887 0.543524 0.0231591 0.0131077 17.4008 2.57029 2.0615 1.05009 14.8305 0.593249 0.0805652 0.0558775 0.0472254 0.0215797
internal_count=4633 3660 112 973 806 730 697 3548 555 3485 3449 264 81 3185 792 541 45 496 225 199 2393 105 60 49 2288 205 158 119 105 51
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=12 13 2 12 12 5 5 2 19 4 7 17 19 12 4 13 7 6 6 10 9 0 5 9 2 5 17 19 16 8
split_gain=9.5936e-05 0.000325513 0.000137513 0.000105569 0.000590491 0.000733527 0.000913285 0.000395957 0.000506974 0.000328021 0.000364616 0.00103928 0.000304851 0.00083588 0.000538949 0.000307703 0.000237116 0.000819352 0.0005986 0.00666494 0.0119448 0.0126418 0.0108823 0.0117186 0.00426046 0.00349647 0.000633397 0.000368027 0.000226166 0.000172715
threshold=82.846568806150017 104.55682515125001 62.357017394150006 147.73915704645003 144.66294237600002 12.679739965100001 13.039146929800001 135.87377242040003 14.551174033150001 228.08113677860004 23.109894804950002 190.37043331840002 14.451165964200003 216.20511703005005 292.86872700255009 117.69263157665002 24.209421447000004 14.325334709150001 16.405383309150004 70.077349628250019 200.15236065845002 93.501885318850015 19.688300142250004 190.07378137140003 74.766480717350007 20.769304081650002 186.34046889365004 12.851036860900001 22.594947163200004 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -9 11 28 15 -14 -15 -12 18 29 19 20 21 22 24 25 -8 -24 -27 -21 -11 -18
right_child=2 -3 3 7 -6 6 16 9 -10 10 12 -13 13 14 -16 -17 17 -19 -20 27 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0028339500508549323 0.0016579082837068699 6.8922095283613399e-05 -0.081212226404639834 -0.0041023818409533777 0.0034839463030927535 0.053041977008028429 -0.01293223932285603 0.0024323367791242835 0.00028311199173306905 -0.0022054778030605009 -0.00012304432572582627 -0.0050282546808631404 0.0045340183549422474 -0.002579884223628742 0.0019240270269560746 0.0023535709503149076 0.00022051092339475491 -0.0040619570928751699 6.3670663324833787e-05 0.0026959432443399152 0.093064936603693804 0.10008005806550534 0.072959247462579077 0.06605786100313453 -0.087214592928973905 -0.029051683727595329 -0.10015058992482291 -0.00058263606807469495 9.2587932305563316e-05 -0.00097983087794472289
leaf_weight=0.51838687028833996 0.51409562270614984 1.5158992749489835 0.0011095271955977584 0.55502649008407334 0.5296804291025009 0.0032577349047667728 0.014770061388845158 0.52460983092841829 0.50203757621579825 0.51555641014118325 15.763048394229184 0.54769677931007832 0.55659087056829903 0.51328923732626186 0.55077369065867288 0.51815673295323073 5.5311291193869456 0.54555116306983098 8.0307319783435105 0.51735862875842942 0.021566502597124781 0.012795888585969806 0.0016221332916757101 0.025132234659395181 0.016178918502584239 0.0015292597049938669 0.0069360218039946631 1.0123148209250983 2.5290785478881275 1.5304022025263178
leaf_count=57 26 88 237 98 73 10 11 53 7 415 1787 148 50 18 142 21 157 183 568 31 19 7 5 34 35 94 18 57 124 60
internal_value=-3.51646e-07 -0.000670802 3.25989e-05 1.21584e-05 0.000195123 9.42667e-05 9.949e-05 -0.000128991 -0.00201955 -3.82302e-05 -9.85294e-05 -0.00101796 8.59707e-05 0.00139393 -0.000248597 -4.42249e-05 8.9502e-05 -0.000328098 0.000418323 0.00216541 0.0271071 0.00909298 -0.00850238 0.0295136 -0.0517642 -0.0615346 -0.0873065 0.000526229 -0.00029655 -3.96318e-05
internal_weight=43.4263 2.03429 41.392 40.8779 17.8021 17.2724 17.2713 23.0759 1.05706 22.0188 21.4942 3.59233 17.9019 1.62065 1.06406 16.2812 17.268 7.60708 9.66094 1.6302 0.100531 0.0789645 0.0661686 0.0352196 0.030949 0.0100874 0.00846528 1.52967 3.04463 7.06153
internal_count=4633 145 4488 4462 1599 1526 1289 2863 105 2758 2705 687 2018 210 160 1808 1279 400 879 311 223 204 197 151 46 117 112 88 539 217
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=12 13 2 12 12 12 13 17 0 15 9 4 12 4 3 17 17 19 10 3 7 18 18 7 7 6 2 7 7 7
split_gain=7.77337e-05 0.000263067 0.00011148 8.58358e-05 0.000479416 0.000355083 0.000191213 0.000369177 0.000200236 0.000807936 0.00027372 0.00768778 0.00190512 0.00500817 0.000998815 0.000731671 0.00060266 0.000536176 0.000449001 0.000840219 0.00042125 0.000397254 0.000339792 0.000436 0.000635342 0.000213766 0.000218766 0.000209606 0.000267238 0.000180126
threshold=82.846568806150017 104.55682515125001 62.357017394150006 147.73915704645003 144.66294237600002 155.27099795600003 117.69263157665002 190.4716172434 86.345209775600011 41.29990759910001 189.68479361675003 233.57190478505004 178.58312952045003 269.33704784675007 92.585121096400016 201.39543491635001 210.59174899425003 12.851036860900001 78.290589216800015 83.613736315050019 23.109894804950002 13.304953393500002 17.370891598500005 24.103872582350004 27.410003572300003 16.405383309150004 156.09660346185004 23.276000438150003 23.445318439400001 24.209421447000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -5 8 -8 9 -7 11 -10 -13 -14 15 17 -17 18 19 -15 -12 -22 23 -20 -25 -11 -27 -23 -29 -4
right_child=2 -3 3 5 -6 6 7 -9 10 25 20 12 13 14 -16 16 -18 -19 22 -21 21 27 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0025459250599572138 0.0014938366554409124 6.2037032903051e-05 0.00037225219531671788 -0.0026585091074436871 0.0031431467439714798 -0.0043117269715801784 -0.00064124030930578775 0.0031030390552443986 0.10024054118578579 -0.0021855525787783363 -0.0028164099677800277 -0.00041373225197142256 0.095693845533364463 -0.098430302282789914 -0.10004968947655812 -0.094198328281230245 0.0073183395481226645 0.058886138491407218 0.069162678048384982 0.011457655391844797 0.0028124582180665591 -0.0014058493708051702 -0.02752474316369044 -0.053066105516513987 0.057891949771687656 0.0019181570085878949 -0.00027177922501873578 0.0016387255038729947 -4.0074715207064677e-05 -0.00027828436316336793
leaf_weight=0.51928045536351897 0.51353727450812314 1.5158310791276592 9.6546338343061233 0.53653234130625449 0.52846862637775416 0.53955642908520118 0.51864522554204373 0.53492211306570425 0.0078940998355375713 0.50950672955621268 0.51878508709341886 0.50428989458049134 0.0075242383636719415 0.0010995546150638358 0.0010433334761188471 0.0012947076024592006 0.0010664983105233006 0.002068529909264428 0.0018567496166923547 0.0018949801730381299 0.51456069275445671 1.008053462835959 0.0011640534218561593 0.0010327743709241943 0.0010314175905108414 0.51370669932703084 4.0719477118761915 1.0277513252876804 12.250113162794891 7.6121695350428622
leaf_count=57 26 88 930 121 73 260 46 62 2 44 23 158 28 65 8 143 118 40 41 109 12 12 180 90 45 18 198 17 1023 596
internal_value=-3.78352e-08 -0.000603412 2.96323e-05 1.12356e-05 0.000176264 -0.00011602 -5.55021e-05 0.00125982 -0.000119995 -0.000632024 6.20031e-05 0.00228917 0.000817364 0.0302729 -0.00604801 0.00179219 -0.0483458 0.0134581 0.00182752 -0.0288918 -1.55242e-05 8.26522e-05 0.019918 0.0340029 0.00237646 -0.000242358 -2.64522e-05 -1.5672e-05 8.98701e-05 8.54594e-05
internal_weight=43.4213 2.03511 41.3862 40.8726 17.7953 23.0773 22.5408 1.05357 21.4872 5.63472 15.8525 0.533261 0.525367 0.0210768 0.0135526 0.0125093 0.00236121 0.0101481 0.00807953 0.00299453 15.3193 14.8005 0.00508499 0.00392094 0.00206419 5.09516 4.58565 14.2859 13.2779 17.2668
internal_count=4633 145 4488 4462 1599 2863 2742 108 2634 520 2114 1027 1025 867 839 831 261 570 530 174 1087 1064 356 176 135 260 216 1052 1040 1526
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=15 13 7 19 17 10 15 5 9 9 4 8 18 7 0 19 0 6 6 3 2 0 13 13 15 6 6 5 15 9
split_gain=8.66295e-05 0.000336666 0.000176342 0.000123903 9.08074e-05 0.00108295 0.00584593 0.00630529 0.00854132 0.00674247 0.00172644 0.00195873 0.0017281 0.00066137 0.00141835 9.67134e-05 0.000539281 0.000441889 0.000429166 0.000828528 0.000175092 0.00565285 0.00191667 0.00237032 0.00149116 0.00100416 0.000315031 0.000234009 0.000611713 0.000623194
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 204.55825889135002 71.830224329350003 24.941885346000003 21.869642762900003 199.39609444495002 223.65407503400004 325.36462540085006 8.6432548896500023 14.646070254650002 24.374195395050005 89.057864029250013 14.451165964200003 87.028078140750011 16.435384010100005 16.535386346650004 93.077108934250006 223.87650328090004 86.345209775600011 117.55283175385001 104.55682515125001 25.186533201700005 15.885371159150003 5.0851188130000002 14.608687763150002 21.881081380950004 56.26909282270001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 15 6 -6 8 -8 10 11 -10 -12 -9 -15 20 17 -17 19 -19 -1 24 23 26 -22 -25 -23 -28 29 -29
right_child=1 2 -4 -5 5 -7 7 13 9 -11 12 -13 -14 14 -16 16 -18 18 -20 -21 21 22 -24 25 -26 -27 27 28 -30 -31
leaf_value=1.9131169966744204e-05 -0.0028132057652779617 -0.00099804149229336999 0.0016302856164630024 0.0015293606683141174 0.099311891962055115 -0.00024376129150443585 0.052591452112116924 0.091804470403692884 -0.10027300884116655 0.032242440307522463 -0.078245508945636352 -0.04391430464815882 0.02960702982300922 -0.04067463604312558 0.087186612036960931 -0.0026256608243327567 0.003459469946782698 2.8031245820218862e-05 -0.00046009653096832709 0.0048500344802939795 0.021962128770855145 -0.028395732113137478 0.00063853812197857862 -0.10009734144193488 -0.10015873142655546 -0.037080761701156387 0.050062686266124284 0.023407033876402673 0.056379831427660225 -0.074287487140415637
leaf_weight=33.02920662365343 0.51799671262300861 0.51029700169942749 0.51077603102942248 0.54200244493017535 0.0042825749631990586 3.019965149941835 0.0092754518263973296 0.0039762927926929583 0.019466330515797381 0.0075346843686929779 0.002909510608560594 0.0090260488941567019 0.0030356510847262541 0.0015182522020040778 0.0020243438755187526 0.5237706966396577 0.53620121636777174 1.0061464988830269 2.0763136165153355 0.55172518095309886 0.001160446515597463 0.0017175668678937042 0.50590411480516195 0.0043862249682721233 0.0072259084350319858 0.0059710159621317871 0.0018239588817010599 0.0013913993651186729 0.001576926825396896 0.001230316950907917
leaf_count=2591 112 41 25 70 10 584 14 8 46 16 17 19 30 15 28 45 52 9 94 96 66 317 18 54 70 19 59 22 47 39
internal_value=1.38997e-07 -0.000736691 0.000316739 2.72166e-05 7.52166e-06 -0.000514565 -0.0134857 -0.0217057 -0.0342524 -0.053444 -0.0721916 -0.0824192 -0.0231751 0.0638103 0.0323891 4.95964e-05 0.000474742 8.98376e-05 0.000481204 0.00173576 -9.8674e-06 -0.00180893 -0.000505344 -0.032482 -0.0832605 -0.0637679 0.00938209 0.0201558 0.0071638 -0.022439
internal_weight=43.4198 1.53907 1.02107 41.8808 41.3388 3.08301 0.0630491 0.0587666 0.0512477 0.0419722 0.0344375 0.0284924 0.00594516 0.00751889 0.0035426 38.2558 4.69416 4.15796 3.63419 1.55787 33.5616 0.532388 0.524002 0.0180974 0.00838635 0.0103572 0.00774017 0.0060226 0.00419864 0.00262172
internal_count=4633 178 66 4455 4385 787 203 193 142 128 112 65 47 51 43 3598 296 244 199 105 3302 711 575 557 136 73 484 167 108 61
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=8 16 3 17 2 19 18 17 16 13 2 13 17 13 6 6 3 4 0 15 9 15 5 15 9 4 16 5 3 19
split_gain=7.34305e-05 8.27465e-05 0.00013068 0.000192081 0.000145079 0.000118865 0.000268013 0.000558219 0.000491961 0.000363498 0.000115873 0.000105222 0.000188942 0.000157376 0.000118916 0.000434715 0.00101855 0.000345163 0.000291553 0.000255642 0.000614623 0.000174658 0.000217992 0.000501636 0.000386348 0.000327092 0.00053301 0.000293744 0.000176389 0.000284274
threshold=8.8430989333000021 22.764946765650006 93.883646373400012 185.88129754265003 35.561888367500011 14.451165964200003 13.602243858600003 195.59800312745003 22.534947303500005 117.53132408880002 147.79312796670004 117.71413924170001 162.43086425485004 117.67112391160002 16.455384477450004 16.505385645700006 93.668569722950011 143.58239362595003 86.624809421150005 11.870705757150002 38.778344353800001 43.376643616500012 21.252944829650001 12.537637863700001 209.24553857890001 228.08113677860004 22.624947093000003 21.100330328400002 93.181958801350021 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 9 -8 10 -7 12 -6 14 17 16 -16 -14 -17 20 -19 22 23 24 -21 -24 28 -25 29 -27
right_child=-2 -3 3 -5 5 6 8 -9 -10 -11 -12 -13 13 -15 15 18 -18 19 -20 21 -22 -23 25 27 -26 26 -28 -29 -30 -31
leaf_value=-0.033236728634753819 -0.0011463907576385538 0.0012070390795052553 -0.00018037698993965824 -0.0024125904059414203 -0.041578831910859607 0.0016007923244649178 -0.00030298165917325192 -0.0013509428747357673 0.0039780073018487556 0.0033961945676209957 -0.00024398779661758313 -0.0014430700924282591 0.031487075491113931 0.0017192490794516236 -0.0038005198582623124 0.00049025883903777614 0.00064833040418756213 0.022303218286068151 -0.00095290435695257023 0.0084372349535570546 -0.079206261611951378 -0.0017168133857309972 0.0030681271591354959 3.1741495240855364e-05 0.09045115345802289 -9.4068486328936684e-05 0.0034010957718874713 -0.0023962360705884855 -0.00083292440497049016 0.0026199358007926855
leaf_weight=0.0013103819219314463 0.55174963133096966 0.57418373882319329 1.3622084121680866 0.53763364641670031 0.0010930652252331132 0.51413738887640703 0.5221548180949751 1.5281157058883739 0.55244682936313438 0.5413368745689694 1.0080552241051919 0.51522905248566431 0.0034983722289209087 0.52311928054405044 1.0489010623150519 4.558742522576722 1.0103116576647151 0.0011038117498071145 2.0202185366152605 0.00123477723514298 0.0012977707362040736 0.53160677103805554 0.53276772544290985 20.400683108591842 0.0010739666449239849 1.5158755585614248 0.52645181278785447 0.51076178384117099 1.4985497472334826 0.51775523672949919
leaf_count=5 204 49 652 173 201 42 41 36 103 55 17 12 8 16 39 59 9 198 37 65 167 78 40 2109 32 103 32 15 13 23
internal_value=-1.13611e-07 1.46421e-05 -1.5483e-06 -0.000812068 3.65785e-05 3.76581e-05 0.000512317 9.7772e-05 0.00189785 0.0011706 0.000379107 -2.4348e-05 -3.58486e-06 -2.29397e-06 -2.82614e-05 -0.000349781 -0.00161778 7.83843e-05 4.7103e-05 7.41645e-05 -0.0325506 7.71738e-05 0.000114566 -2.24158e-05 0.0465879 0.000738516 0.000432713 -2.75618e-05 -9.70768e-06 0.000596907
internal_weight=43.4136 42.8619 42.2877 1.89984 40.3878 40.3865 4.66625 3.59165 1.0746 2.06353 1.52219 35.7203 35.205 35.204 34.6808 8.63817 2.05921 26.0427 6.57896 26.0392 0.00240158 26.0368 25.5052 20.9138 0.00230874 4.5914 4.05863 20.9114 3.53218 2.03363
internal_count=4633 4429 4380 825 3555 3550 294 150 144 114 59 3256 3244 3043 3027 144 48 2883 96 2875 365 2510 2432 2221 97 211 171 2124 139 126
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=15 8 19 0 5 4 7 16 7 18 15 15 6 17 2 17 9 17 2 19 16 17 6 17 19 16 5 9 18 17
split_gain=9.14849e-05 0.000384022 0.000118587 8.96362e-05 0.000233108 0.000528401 0.00181657 0.000814125 0.000612282 0.000361167 0.000359219 0.000314651 0.000221147 0.000146406 0.000114449 0.000140416 0.000285983 0.000575266 0.000210279 0.000266279 0.000144102 0.000104437 0.000559646 0.000149821 0.000220717 0.000208171 0.000554324 0.000157195 0.000115688 0.00027426
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 85.968825637350008 22.458857822500004 286.34948838025008 23.109894804950002 22.594947163200004 22.907491544400003 13.659439901750002 39.864684991950007 39.203018015350004 16.445384243750002 191.86029796145002 86.916594916350007 187.52613723835003 185.00606802455005 182.37451917730002 188.61740261325005 14.551174033150001 22.644947046300004 203.09927826650002 14.195331671650001 198.26219854015002 14.451165964200003 21.004950881300005 18.331716563250001 210.09631269260004 13.278511569200001 189.19102531915004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 10 6 8 9 -6 -7 11 21 -1 -12 -14 16 -16 -18 19 -17 -20 23 -23 28 25 26 27 -25 29 -5
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11 13 -13 14 -15 15 18 17 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022760104561415297 0.0003883024055516581 -0.002935747063690423 0.0014975120895628974 -3.3118601423839926e-05 0.0021123316183864461 0.0030852749026131989 0.0067914523523229606 -0.0035866974809822868 -0.0027852898790378007 -0.00065828919978718706 -0.00063941648389288363 0.0024830493417533038 0.001260961174036246 -0.0030242738603250378 7.9696378453429271e-05 0.0028891017803290846 0.00027026176219906362 -0.0044722665483113528 -0.0019089224506014296 -0.00025274295177641292 3.9184477926343659e-05 3.1757713728787315e-06 -0.0034199799088038213 -0.00068827470163644285 0.0025061903197647968 -0.00041228738161010127 0.0038107691846768054 0.0010700592298496258 -0.00015032744350348344 0.0018569475616488453
leaf_weight=0.53665659555531942 1.0084270744437502 0.530331037251074 0.54187708527433542 3.0421201149895323 0.51471179991472282 0.5201876520152523 0.554965201719824 0.53177218199925835 0.50639206720370566 0.51075298093501098 0.50871183381354812 0.52357628339001294 0.51976156101927617 0.52109590362971092 1.3646678203745084 0.526364121537654 0.50499203336185849 0.51825760487849948 0.50697778971717933 0.55332323131460726 1.5125080557822912 3.5312310418360502 0.55229279100917583 1.0166418090421103 0.52756278627930431 2.02277813773253 0.53421451740690429 1.0171071436819827 16.825678971123107 1.026878996966843
leaf_count=222 51 127 70 78 27 33 32 78 14 51 16 29 117 66 438 28 32 37 43 12 36 639 171 223 22 29 55 36 1766 55
internal_value=-5.3055e-08 -0.000757327 2.77747e-05 8.50602e-06 7.23741e-05 0.000894362 0.00218633 -0.000408653 -0.000316527 0.00123062 -9.14398e-06 5.2639e-05 -0.00033105 -0.00184618 -0.000157286 -0.000291628 -0.000867931 -0.00213174 0.000152414 0.00127895 -0.000449874 1.03581e-05 -0.000459803 8.41641e-05 0.000569058 0.000346445 0.000944096 0.000191093 -3.46142e-05 0.000443871
internal_weight=43.4128 1.53876 41.8741 41.3322 34.7887 3.13878 1.57607 1.56271 1.0211 1.03094 31.6499 30.6201 6.54351 1.02981 6.00685 5.48709 2.38792 1.02325 3.09917 1.07969 2.01949 30.0965 4.08352 26.013 5.1183 4.59074 2.56796 2.03375 20.8947 4.069
internal_count=4633 178 4455 4385 3420 235 73 162 41 84 3185 3103 965 82 743 626 507 69 119 40 79 3074 810 2264 365 343 314 259 1899 133
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=6 2 7 19 6 5 5 13 8 15 6 18 2 4 16 6 2 10 17 14 6 6 19 2 7 16 0 7 6 6
split_gain=8.24641e-05 0.00062474 0.00342234 0.0019496 0.000155683 0.00026285 0.000405406 0.000290447 0.000347832 0.000205248 0.000846478 0.000176298 0.000153133 0.000899088 0.000200712 0.000285663 0.000131183 0.00410262 0.00124498 0.0037455 0.00177452 0.00412233 0.0026444 0.00173899 0.000918268 0.00103361 0.00270352 0.00100003 0.000744811 0.000693138
threshold=16.465384711100004 71.708303056200009 22.343045670750005 14.451165964200003 16.425383776450001 21.482549112100006 22.127107789600004 117.61735474900001 8.6432548896500023 42.076928760450009 16.405383309150004 13.360173059150002 216.39684782960003 284.07887079910006 22.614947116400003 16.515385879350003 197.03438354685002 62.041548276350007 198.90226058785004 300.29716420680006 16.265380038000004 15.695366719750002 14.451165964200003 205.16057895720004 26.826254787300005 22.634947069650003 94.985914206850012 27.410003572300003 13.665319288000001 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 11 -7 8 -8 16 -11 -6 13 -3 15 -14 -1 29 -19 -20 21 22 23 -21 25 26 -25 -26 -28 -18
right_child=1 12 -4 -5 5 6 7 -9 -10 10 -12 -13 14 -15 -16 -17 17 18 19 20 -22 -23 -24 24 27 -27 28 -29 -30 -31
leaf_value=9.167491505574622e-06 -0.072735871740503874 -0.00017478888458338952 0.050967713163316622 0.019212359742901811 0.00023725213571060153 0.0028105584616610157 0.003350978888461636 -0.00083349740878068768 -0.00033133395510394977 -0.0041284217853955908 0.0015411709498664797 -0.0018394243503331382 0.0032046700975487626 -0.0043907855245949572 -0.00041596302471619007 -0.00013202386728926427 0.036096259614722986 -0.00059993275513518113 0.088562971617384467 -0.10013752011567958 -0.089745687748812419 0.081685428190468298 -0.09101276021254058 -0.10003411685005162 -0.1000424147114195 0.10001872398142422 0.013784416218919158 0.011892780297195085 0.087753143982023649 0.10005585489823088
leaf_weight=22.00225411055979 0.0048835074542726842 11.608164996434523 0.012458591023460031 0.0043690740803867811 2.016933569917458 1.0295220841753692 0.52675822705133402 1.0052351090241645 0.50003459113804638 0.54321393899281278 0.51111187874339947 0.51271912738593517 0.52175079626785259 0.5288723874293354 1.0217764707214128 0.50484291004219728 0.002697259132126594 0.51822437664827758 0.0063397239018741528 0.0014037896218894739 0.0019218254383304148 0.0060035692567907964 0.0035792938674035204 0.0015444514424819943 0.0011971111111748209 0.0018946108757518232 0.002791550450143454 0.0023948528928752211 0.0026569253950583516 0.0045569944195449352
leaf_count=1995 31 708 19 29 49 17 44 20 7 157 30 68 43 43 88 95 49 574 20 40 6 25 14 41 31 6 85 284 12 3
internal_value=2.6079e-08 -0.000197581 0.0167527 -0.0293179 9.61544e-05 0.00057064 0.00119389 0.000374806 0.00155774 -1.61928e-05 -0.00137994 -0.000183656 -0.000223524 -0.000358501 0.000576247 0.0015638 4.75425e-05 0.00156284 0.000577345 0.0198064 0.00263695 0.0102029 -0.0143725 0.00538631 0.0172564 0.0345014 0.0167506 -0.0254124 0.0498549 0.0762746
internal_weight=43.4121 14.2071 0.0217112 0.00925258 29.205 5.5912 3.06155 2.03203 1.02679 23.6138 1.05433 2.52965 14.1854 12.137 2.04837 1.02659 22.5595 0.557206 0.549952 0.0317277 0.025388 0.0234662 0.0174626 0.0138833 0.0124795 0.00888754 0.00699293 0.00359196 0.00544848 0.00725425
internal_count=4633 1056 79 60 3577 205 88 71 51 3372 187 117 977 751 226 138 3185 1190 1138 564 544 538 513 499 459 144 138 315 97 52
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=8 8 5 16 2 7 12 17 2 2 9 0 5 7 18 18 13 13 13 13 10 10 7 17 9 16 4 2 9 18
split_gain=8.45094e-05 0.000111047 0.000247605 0.000133016 0.000134485 0.000423055 0.000141187 0.000816327 0.000786498 0.000622166 0.000286771 0.000254728 0.000946091 0.000314807 0.000293668 0.000989729 0.000304222 0.000847108 0.000274641 0.000542679 0.000338459 0.00042452 0.000271132 0.000426936 0.000874087 0.000409894 0.000179533 0.000229884 0.000173129 0.000456451
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 60.643165405350004 23.781511574300001 131.68113967665002 166.68115439205005 167.53567362910005 114.84516036250001 210.61272793875003 86.345209775600011 22.627560662300002 22.958251375150002 13.304953393500002 13.164254432300002 95.811270852950017 93.431985407500022 92.146902421150017 89.208417684550014 90.937096262400004 84.92839234085001 23.276000438150003 192.28474763930004 197.89372115420002 22.584947186600004 259.68081077110008 206.22726210890002 185.62570708695003 13.304953393500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 10 8 -8 -9 28 12 -11 -14 15 -13 17 18 19 20 21 -16 25 24 -24 -18 -15 -28 -6 -30
right_child=-2 2 -4 -5 6 -7 7 9 -10 11 -12 14 13 26 16 -17 22 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00022251785940510319 -0.0012302993105178009 0.0018562545421641715 -0.00015505749866531469 0.0014902491123053553 -0.00036089719986627392 -0.0032959070016559248 -0.10004138090000358 -0.0035022140322112615 0.00062879872687857693 -0.004646706768030957 -0.0020860581813078156 -0.00041012386792574709 -0.0025158886115843522 0.0018131935330099925 -0.030190965945015899 0.0049276440425639135 0.00041992839802043933 -0.092943885036126883 0.032297442741051507 -0.074531391505877106 -0.046855658442935655 0.043964082303579337 -0.00011376314508730126 -8.015181156835634e-05 0.0047944788001780762 -0.003555453192025717 -0.0011154429589314591 0.00050800802793905028 0.0024859756282075195 0.00029778927556763589
leaf_weight=1.0113951266028109 0.55110680450871186 1.0264629419325495 1.5161103606042159 0.57153733621816982 2.8719544561567938 0.51614485645122865 0.00160632761728564 0.541228326577463 0.0015014567444693208 0.54192910728453192 0.5101932343363903 1.0116611345399018 0.53288042330812935 0.51531771733985188 0.0012208569114249279 0.52902482152084918 0.51656483854628976 0.001308511389950695 0.0015189313288175299 0.0012243608960662566 0.0011206832523941168 0.0020997769632060681 1.0065199125104296 14.230103043957358 0.56734568291184917 0.52091975079383701 1.5196116306049172 2.0473964138312084 1.0573649607431423 9.6851536860974434
leaf_count=46 204 34 38 36 432 53 131 91 144 57 53 36 318 25 104 26 157 92 78 154 393 91 73 820 117 13 31 95 89 602
internal_value=1.40291e-07 1.59622e-05 0.00065693 -2.44612e-05 -4.62433e-05 -0.000966333 -9.46697e-06 -0.000156638 -0.0514048 -0.000150026 0.000241559 -7.29789e-05 -0.000694073 -0.000229945 0.00010119 0.0014227 -1.9644e-05 -0.018941 -0.00546309 -0.0155864 0.000663219 0.0167004 -1.0102e-05 9.27016e-05 0.00165556 -0.00157611 6.84474e-05 -0.000183612 0.000328785 0.000513168
internal_weight=43.4095 42.8584 2.54257 40.3158 39.7443 1.52754 38.2168 24.0921 0.00310778 24.089 14.1247 23.5478 5.15714 4.61521 18.3906 1.54069 16.8499 0.00849312 0.00718461 0.00566568 0.00444132 0.00332063 16.8415 15.804 1.57387 1.03748 4.08233 3.56701 13.6145 10.7425
internal_count=4633 4429 72 4357 4321 99 4222 3046 275 2771 1176 2680 526 469 2154 62 2092 912 820 742 588 195 1180 1010 190 170 151 126 1123 691
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=10 5 7 7 17 6 19 16 3 0 6 17 12 10 6 15 15 14 5 18 10 5 13 9 2 5 9 5 5 2
split_gain=0.000876812 0.00487907 0.00257895 0.00204162 0.00168727 0.000861296 0.000765938 0.000110008 0.00042484 8.71458e-05 0.000202981 0.000485079 0.000196881 0.00022835 0.000283685 0.000164483 0.00025505 0.00071916 0.000981713 0.000614329 0.000577462 0.000559411 0.00112104 0.000337982 0.000237715 0.000213126 0.000251645 0.000116863 0.000657325 0.00134122
threshold=60.87206898960001 30.133297129900004 21.698399695800003 21.207505591350003 162.43086425485004 17.370405856750004 13.451085274650001 22.704946905950003 95.346167596350014 85.968825637350008 16.445384243750002 185.31329674715002 134.67483745670003 61.987779113750001 16.505385645700006 45.102215827400009 37.882159664350006 244.17581037495003 21.757682542950004 13.24088655595 62.041548276350007 23.499898996300001 117.73026999045001 201.16241229375001 191.54391932205002 21.438877744300004 190.64005357525002 21.191508333600002 20.911722254300006 103.92649527695001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 -3 9 -9 10 11 -2 -12 14 -14 16 25 18 -18 -19 21 22 -21 -22 -25 27 -27 28 -11 -30
right_child=7 2 -4 -5 5 -7 -8 8 -10 15 12 -13 13 -15 -16 -17 17 19 -20 20 23 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.04216911810047607 0.00057748896073750043 -0.020783234874581273 0.10002265334053631 -0.10013851930081152 -0.0040184972001871466 -0.10008684369692174 0.078474823030749138 0.0029110721381687458 -0.0005601356657775929 5.415726071625243e-05 0.0017004268429802077 -0.0037542839056734496 4.1215573541165527e-05 5.8544053114649425e-05 -0.0032882925123404829 -0.0016656685759083311 -0.00017847162489059511 -0.0031150064210641315 0.0059018837639417572 0.0064901867354157528 -0.0014318997031626784 0.00011151924140529212 -3.4417577443722456e-05 0.0015601587238430708 -0.001062109720820585 0.00011715498281401006 -0.0030166317491038025 0.00063562848225927728 7.044130527853025e-05 -0.0061370248055081841
leaf_weight=0.0011417549041371653 0.50366001514002545 0.0013875754292425879 0.0034256516519235447 0.0017380759963998571 0.0010732282327540572 0.0071545563283199358 0.0017680180492174458 0.59766837398910755 0.85982912658073474 23.454142322608362 0.53753950935814199 0.53111666782831124 0.50737969386099935 3.524767207176724 0.51631386128191448 0.5571385042076703 0.50716574094258404 0.5167571952115394 0.5573525862491806 0.55649520485894732 1.5138635388432784 1.0104322684146607 0.49988645315170288 1.0198240465779234 0.52298442336573581 0.50281550501766747 0.52253021248465359 2.5334906102052406 1.0045549626811396 0.53262795609369096
leaf_count=66 133 102 7 4 107 132 55 66 13 2809 188 94 27 115 47 103 11 22 38 50 49 14 2 21 105 76 35 35 61 46
internal_value=1.49255e-07 -0.0222593 0.0334764 -0.0131071 -0.0717477 -0.0875557 0.0348291 9.22373e-06 0.000863284 -2.04616e-05 -0.000369166 -0.00164587 -0.000109414 -0.000323302 -0.00163807 3.91368e-05 6.60781e-05 0.000621106 0.00300504 0.000171172 0.000502618 0.0017937 0.0034027 -0.000370364 0.000671257 -6.42655e-05 -0.00147987 -1.15321e-05 -7.71378e-05 -0.00208042
internal_weight=43.408 0.0176889 0.00831932 0.00489367 0.00936954 0.00822778 0.00315559 43.3903 1.4575 41.9328 6.12078 1.03478 5.086 4.54846 1.02369 35.8121 35.2549 6.70476 1.06452 5.64024 5.12349 2.06681 1.05638 3.05667 1.54281 28.5502 1.02535 27.5248 24.9913 1.53718
internal_count=4633 473 168 161 305 239 157 4160 79 4081 604 227 377 189 74 3477 3374 312 49 263 241 66 52 175 126 3062 111 2951 2916 107
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=10 5 7 7 7 15 0 19 15 9 8 7 16 2 6 10 18 16 8 4 4 2 4 3 15 0 6 6 5 16
split_gain=0.00077607 0.0043161 0.00235235 0.00182741 0.00156788 0.000753715 0.000391513 0.00013905 0.000172778 0.000104683 6.962e-05 0.000175852 0.000183193 0.000182938 9.93434e-05 0.00129438 0.000312117 0.00389642 0.00133456 0.000403946 0.000356335 0.000265215 0.000367604 0.000904658 0.000269178 0.000221592 0.000254732 0.000207188 0.000331639 0.00019786
threshold=60.87206898960001 30.133297129900004 21.698399695800003 21.207505591350003 19.627338137150002 30.632308446700005 75.994645973400011 14.651182102100002 46.723315192750007 195.34352961910002 8.7431769115000026 24.277136467000002 22.574947209950004 166.17270395525003 16.455384477450004 61.821094709650005 12.880535946600002 22.634947069650003 5.1459841250500009 128.88186563570002 143.58239362595003 217.42844949650001 274.52314445175006 93.716961969300016 41.831907381600011 86.162394622750014 16.515385879350003 16.565387047600002 21.363989181350004 22.564947233300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 -1 10 -9 -6 14 12 -12 -14 15 -2 17 18 -17 -18 -21 22 24 -24 27 -23 -27 28 -16 -29
right_child=7 2 -4 -5 9 -7 -8 8 -10 -11 11 -13 13 -15 21 16 19 -19 -20 20 -22 25 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.039332446483436208 -0.084981376754442339 -0.0054849743209050075 0.10002049281671953 -0.10012532589365782 -0.065029940177112042 0.097560849901199703 0.045852511659587342 0.0023935292488597498 -0.0001807718024566923 -0.10008853638455364 -0.0015727664635394158 0.0021136724721142605 0.0014682448569128209 -0.00043081534539294837 -0.0019964095975586954 -0.030305911523691914 -0.057098571339744511 -0.10025404121297013 0.10002823232928509 0.036570890179050138 5.6575007027206893e-05 -0.00027921747333992152 -0.0052145088715836686 -0.00013670120190407783 0.0014079188632105495 0.0033539985398572123 0.00019878791509123832 0.0021001114315217467 -0.00030005677620656662 -9.6854981150886087e-05
leaf_weight=0.0010684448527933021 0.0017897777234442405 0.0019203621208438567 0.0030997212888905779 0.0015728728758404031 0.0010076270028145035 0.001126026777368283 0.0010899142775322446 0.53907194178464013 0.50491336551158383 0.0055037608972270391 0.52251659298507735 0.52059456108459823 1.0233771176062876 1.0057997395620661 1.539272945243275 0.0010060498003764398 0.0012364502908920319 0.0018549711523974111 0.0035859805793734267 0.0026728597949866586 26.116114898728664 1.0135770489058509 0.53790270522404227 1.0089989195591134 0.89730236606681124 0.52172621727117963 0.50214413759385934 0.51410385292901262 4.5863667528500187 2.0230851166215871
leaf_count=142 15 143 7 4 89 14 15 51 10 59 95 39 20 24 45 84 3 15 9 9 3279 90 29 27 54 26 18 131 48 39
internal_value=1.56718e-07 -0.0217567 0.0326305 -0.0125911 -0.0701795 0.0326035 0.0036837 8.37462e-06 0.00114849 -0.0946633 -1.97342e-05 0.000438704 9.69778e-05 0.00052694 -5.55975e-05 5.72106e-05 6.30361e-05 0.0220632 0.0714738 5.76059e-05 6.03117e-05 -0.000279835 -0.00047222 -0.0019024 -0.000240805 0.000768943 0.00180657 -0.000411582 -0.000726322 0.00034831
internal_weight=43.4054 0.0163887 0.00771898 0.00461926 0.00866975 0.00304639 0.00215836 43.389 1.04399 0.00651139 42.345 3.07229 2.55169 2.02918 39.2727 26.1283 26.1265 0.006447 0.00459203 26.12 26.1188 13.1445 11.107 1.5469 9.56013 2.03745 1.02387 8.66283 6.12564 2.53719
internal_count=4633 473 168 161 305 157 157 4160 61 148 4099 178 139 44 3921 3414 3399 108 93 3291 3288 507 373 56 317 134 44 263 93 170
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=8 8 5 19 4 7 16 18 19 16 5 7 17 18 15 15 10 6 6 16 16 0 9 13 2 12 12 3 18 7
split_gain=8.0987e-05 0.00010553 0.000170714 0.000113162 0.000157501 8.6416e-05 0.00061494 0.0016834 0.000490585 0.000696434 0.000583912 0.000187855 0.000787337 0.000211876 0.000331781 0.000978479 0.000303182 0.000283784 0.000583633 0.000221631 0.000205499 0.00041137 0.000175534 0.0003709 0.000320996 0.000175951 0.000388974 0.00033681 0.000293692 0.000402055
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 14.651182102100002 264.40103451365002 22.502236473750006 12.604970524100002 16.060787203800004 10.250827068050002 10.424975621900002 13.477720021600001 22.721067571950005 185.31329674715002 13.24088655595 41.195083317300011 42.33967733730001 61.998532946250002 16.425383776450001 16.505385645700006 22.644947046300004 22.624947093000003 86.393602021950016 190.90230715925003 110.07622969305001 60.643165405350004 148.96091148645004 145.32166322050003 93.216908757050007 13.713893333650001 23.913271136350005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -9 10 -10 12 -8 16 19 -16 -13 -17 -19 22 21 -18 23 -15 -24 26 -26 28 -27 -30
right_child=-2 2 -4 4 -6 6 11 8 9 -11 -12 13 -14 14 15 17 20 18 -20 -21 -22 -23 24 -25 25 27 -28 -29 29 -31
leaf_value=-0.0005703559464492879 -0.0012066849671578798 0.0016375137845285753 -3.3167185678437038e-05 -0.0002348324556203788 0.002232072670322461 -0.10002915011564165 -9.89097068580008e-05 -0.040524082170221853 0.0043399281102175918 -0.042790654778010896 0.099299466517199259 -0.0022351582412491202 0.0041563826071219197 5.3982581530748306e-05 0.00491307703987999 -0.0018383733415036968 -0.0033787300020287053 0.0035461068121053173 -0.00026650981043750829 -0.0020932443084130852 0.00034196778235250427 0.00061505338548003218 -0.0025768576505377045 0.0031417547080043956 9.5054834424758322e-05 0.0004236733391962908 0.0029001335828779465 -0.0028353727276777701 -0.0032702012013354452 -0.00039566733072544279
leaf_weight=2.9622047767982869 0.54903336614716991 1.0249541153643797 1.5166444348035524 0.51363832613446792 0.52165566985786427 0.0022955291549461923 2.007205563556576 0.001837244865028724 0.0013116174318135165 0.0011324214175796321 0.001278974647391351 1.0189747919729284 0.55505096717621949 1.5209490746738077 0.53084712500293374 0.53988327600476704 0.51847082359803376 0.54469206132855452 1.5273871653046596 0.53970181739714362 2.0247197219805315 0.51318432917469181 0.52097142152342968 0.52270969048004179 10.215491826734558 4.5356173274922158 0.51948338747388412 0.51061284865863932 0.52227174173458468 7.1190707461034011
leaf_count=1040 204 34 38 24 21 203 28 434 164 170 11 28 107 420 33 123 22 71 36 48 38 19 56 29 517 35 28 13 21 618
internal_value=1.3927e-07 1.56007e-05 0.000640571 -2.38019e-05 0.00100817 -5.10033e-05 -8.63997e-06 -0.0279839 0.00175965 0.022626 0.0512214 -2.58698e-06 0.000822897 -6.52658e-05 2.76012e-05 0.000999125 -0.000741364 0.000203665 0.000735721 -8.75014e-05 -0.000243343 -0.00139207 -4.58461e-05 0.000843747 -0.000121776 -6.71691e-05 0.000230797 -0.000319279 -0.000213772 -0.000592136
internal_weight=43.4033 42.8542 2.5416 40.3127 1.03529 39.2774 36.3152 0.00785579 0.00556026 0.00372301 0.00259059 36.3073 2.56226 33.745 29.6697 3.14281 4.07535 2.61196 2.07208 26.5269 3.05637 1.03166 25.9872 2.04366 23.9435 23.4225 10.735 12.6876 12.177 7.64134
internal_count=4633 4429 72 4357 45 4312 3272 982 779 345 175 2290 135 2155 2048 263 107 230 107 1785 79 41 1737 449 1288 1232 545 687 674 639
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=10 18 6 13 16 2 7 18 3 5 15 9 5 3 18 0 4 2 15 17 15 9 5 6 3 16 9 8 14 8
split_gain=8.65704e-05 0.000250441 0.000525141 0.000255719 0.000392839 0.000638399 0.00033191 0.00662525 0.00672495 0.00164256 0.000299599 0.000289575 0.00110311 0.000252517 0.000231955 0.00183223 0.000348239 0.000224812 0.000217379 0.000340162 0.000196042 0.000495319 0.000164434 0.000136513 9.35329e-05 0.000479773 0.000394644 0.00315521 0.0015522 0.000658468
threshold=62.041548276350007 13.602243858600003 16.505385645700006 117.60660091645001 22.594947163200004 188.61740261325005 22.835261448650005 13.055593598800002 93.905154038450021 26.429611911700004 42.968808980200009 198.91155909545003 21.482549112100006 93.216908757050007 12.722397935550001 87.028078140750011 143.58239362595003 210.71970372160004 42.33967733730001 189.19102531915004 11.870705757150002 38.778344353800001 30.922794813800003 16.485385178400005 93.216908757050007 22.644947046300004 184.83999455315004 7.8438787148500007 195.37489133290003 6.6448144527000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 10 7 8 -1 -10 11 12 -6 -8 15 -2 -16 -15 20 -20 21 -18 -11 -13 26 -26 27 28 -22 -30
right_child=14 2 -4 4 5 -7 13 -9 9 22 -12 23 -14 17 16 -17 18 -19 19 -21 24 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.080120223569602675 0.084385711704348998 0.0039349408747514046 6.9433365516370911e-05 0.0023237832831183528 -0.00015508438894077108 -0.0038281920430565512 0.0016832365765999955 0.00052638356190317032 -0.10012692302675073 0.032883715824381883 0.0014644707962725631 0.0011334657490149128 -0.005067127408536566 -0.00099224517294859262 0.024319441149912118 -0.069194819004047656 0.019436847670040565 0.00072828794875748381 0.00034197104889549502 -0.0032472867991976111 -0.10016671324943022 -0.075080460529364457 -0.014659911823619719 -0.00036943954874824975 -0.003239693189842071 0.00022088899765236364 -8.2273602565878189e-06 0.10001791800385869 -0.0019083710274237474 0.069513639529644136
leaf_weight=0.01983197918206403 0.0020572793233942779 0.53726055107822901 1.016190844639709 0.51936533863437695 2.0162297618589951 0.5396200220561872 1.0191785624073135 0.52647631896774638 0.0026966650038653317 0.0013991290178076293 0.88238164505219163 1.011343806923833 0.59125789856716426 1.5256567544602009 0.0058405807503935083 0.0012480375999075477 0.0010653192799354233 1.5121569673758868 0.51187024039041007 0.5453660103964677 0.0015443412589621905 0.0011561962816716773 0.0015153243271501457 1.5019422285331527 0.54547676620302654 1.5086441329331135 27.035998885647604 0.0035086854404653414 0.012372949077601558 0.0014411897865898035
leaf_count=13 99 84 38 113 38 81 19 117 117 137 37 9 57 34 21 9 229 30 41 123 29 259 103 47 159 17 1752 9 802 10
internal_value=1.6865e-07 0.000213513 0.00140632 5.47476e-05 -0.000323397 -0.00053353 0.00063417 0.00293495 0.0527738 -0.0438798 -0.000237375 -0.000530626 -0.00126891 0.000321169 -9.33238e-05 0.026396 -9.62255e-05 -0.000135802 -0.000100952 -0.00150952 -4.97973e-05 -0.029755 0.00816415 0.000235328 -4.75303e-05 -0.000698077 1.86196e-06 0.0144595 -0.00508653 0.00554288
internal_weight=43.4021 13.2245 1.55345 11.6711 7.06214 6.54278 4.60891 0.551919 0.0254431 0.00561112 6.00316 5.12077 2.60749 4.05699 30.1776 0.00330532 30.1743 3.03781 30.1684 1.05724 29.1112 0.00222152 0.00291445 2.51329 29.109 2.05412 27.0549 0.0188672 0.0153585 0.0138141
internal_count=4633 1074 122 952 382 269 570 487 370 357 188 151 95 83 3559 108 3451 64 3430 164 3266 488 240 56 2778 176 2602 850 841 812
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=8 8 16 19 2 13 6 0 15 10 16 19 12 0 17 0 8 5 14 15 16 5 5 12 18 7 2 4 3 13
split_gain=7.89782e-05 0.00010605 0.000159221 0.000140452 0.000531366 0.000134909 0.000317246 0.00102169 0.000312324 0.00036442 0.000616704 0.00141151 0.000230781 0.000312814 0.000195885 0.00019237 0.000161917 0.000103989 9.571e-05 0.00045703 0.000162387 0.000221738 0.000850441 0.000455726 0.000240035 0.000707774 0.000212873 0.000509175 0.00552706 0.00769192
threshold=8.8430989333000021 8.7431769115000026 22.764946765650006 14.151141757350002 201.25557642380002 117.60660091645001 16.515385879350003 85.769879735700016 46.674706678850008 62.041548276350007 22.604947139800004 14.351157895250003 198.57093999515004 86.208098410950015 185.54770736950005 85.931187223550012 8.4434108459500017 23.195398057700004 233.54966403025003 37.882159664350006 22.594947163200004 17.352342178450005 17.640922824350003 120.41084184385001 14.598777227650002 23.567644028800004 80.759923107050014 197.71977442185002 93.292185584700022 113.95029785905002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 17 9 10 16 -12 14 15 -7 -14 -1 -8 19 20 21 23 -23 24 25 -11 -24 28 29 -28
right_child=-2 3 -4 4 -6 6 7 -9 -10 18 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0018215977745159773 -0.0011916034167734225 2.4678842476288395e-05 0.0016325596716182606 0.0037499561445432901 -0.00077742451539001764 0.00024966772216749732 0.0010272088246190613 -0.0052852940424200712 -0.002409927235967676 0.0012152190632258846 -0.00071428792077858822 0.0065178221356892996 0.00088260733642019106 0.0019797828570249066 -0.0017118189557479399 -0.0018710119646490339 -0.00011432902567916285 -0.00077890253741432955 -0.00026246291178241837 0.0029580683604032657 -0.0009763191560918813 0.0043613287433650946 -0.00081970070085371223 -0.0030845839065320444 0.00019290816986767206 -0.0040151183761517606 0.0093473044805044685 0.00015285720874308074 0.00044306120817652237 0.10003568428946033
leaf_weight=0.5216699946746951 0.54889908330797155 1.5040480090101476 0.57202964826865255 0.5304022777945645 0.50707643499036692 1.0054154162453408 0.50609754203287605 0.52916918633036392 0.51667205707962338 0.50684149016710633 0.52540646047600581 0.55487956360866519 0.50916395644654089 1.0376148824748268 1.0314497765793929 0.50566880104997836 2.5142562157416251 0.86132292322579362 12.72952938657639 0.54213984481612065 1.5231084194601869 0.53311713303128261 1.5410001004941154 0.53105442472952535 6.0598635238184917 0.52850482976828062 0.030094564513152289 4.0769715379919171 0.50387859189567175 0.01356966097955592
leaf_count=430 204 16 36 26 30 11 10 46 101 25 39 65 30 37 39 11 31 116 2061 63 41 31 105 216 327 49 122 165 82 68
internal_value=3.07181e-07 1.55746e-05 -2.39265e-05 0.00064209 0.00153716 -4.77714e-05 -0.000485296 -0.00155428 2.98222e-05 6.77496e-05 0.000948478 0.00300042 1.04898e-05 0.000758865 -0.000743611 -0.00048946 0.000218326 -0.000110441 -5.67457e-05 0.000103026 5.35881e-06 0.000109737 0.000529532 -0.000258996 -4.75094e-05 -0.00145467 0.000198205 0.000537396 0.00340065 0.0375308
internal_weight=43.4009 42.852 40.3105 2.54153 1.03748 39.7385 5.9859 1.89659 33.7526 33.2359 4.11621 1.08029 4.08931 2.05245 2.03687 1.01483 3.03593 1.36742 29.1197 16.3901 15.848 14.3249 6.69863 7.62626 7.09521 1.03535 6.16551 4.62451 0.547543 0.0436642
internal_count=4633 4429 4357 72 56 4321 300 172 4021 3920 565 104 128 78 50 41 461 126 3355 1294 1231 1190 573 617 401 74 542 437 272 190
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=12 13 8 2 18 18 9 0 7 7 9 17 17 15 6 18 4 7 2 16 2 15 14 18 9 8 2 0 17 16
split_gain=7.52824e-05 0.000214815 0.000372236 0.00011354 0.000463054 0.000290826 0.00058696 0.000356223 0.000117145 0.000115768 0.000601306 0.000815272 0.000297073 0.00120175 0.000433546 0.000246095 0.000294379 0.000172235 0.000508532 0.000240221 0.000211066 0.000157968 0.00437131 0.000130534 0.000184246 0.000102052 0.000179759 0.000244148 9.05571e-05 8.91354e-05
threshold=84.828830943350013 104.55682515125001 8.543332867800002 78.110129541750013 14.766942149300002 13.758874730250001 185.98753508445003 96.631250582750013 22.435297587800004 23.109894804950002 194.82237869650001 189.31980273685002 188.13858192940003 40.957632625650007 16.525386113000007 13.055593598800002 203.05109110260003 23.156313609200001 79.152355410850021 22.674946976100003 79.265746973750012 11.870705757150002 177.36626049935003 13.015629076450002 185.62570708695003 8.7431769115000026 193.30716668855004 86.103248543850015 184.89106522365003 22.594947163200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -2 10 12 -12 15 -14 -15 16 23 -11 -19 20 -20 -22 -23 24 -5 29 27 -27 -3 -24
right_child=3 28 -4 9 -6 7 -8 -9 -10 17 11 -13 13 14 -16 -17 -18 18 19 -21 21 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0035401099158476989 -0.0013298041556805765 0.00076979175383335807 0.00028711871565678063 -0.00042286821866288653 0.0032674028365450494 -0.0028639293116450547 0.0038561408762761763 0.00012975688320492849 0.00082331957354629746 0.0018523367063573008 0.0001592898435353315 -0.005348536852634562 0.0049411249957891576 -0.0028272587220137925 0.00072326755053282092 -0.0025313098977843571 0.0019573539138224515 0.041394822132034229 -0.030045253371157227 0.0021163965846695745 -0.028469140079208501 0.059193912355336158 3.570743793019775e-05 0.00086704639781879896 -0.0024977990065500372 -6.2792780599025649e-05 -0.00077738742775305958 0.0030206267107679044 -0.00086725868537075547 -0.00036815965865048399
leaf_weight=0.51547823168252216 0.50594495269351092 1.0140305565693593 0.5012261335099728 1.8562613031095923 0.53772130230639392 0.54023497044909197 0.52927895632041089 1.504133650364565 0.5048115420358954 0.52932194499211505 0.5436249912646296 0.53149550775148313 0.55795085570877745 0.51960693719199147 1.0171142139251967 0.52111149437516058 0.53459257077896793 0.0029720517923078607 0.0023397445141196673 0.54049662104171048 0.0019501618758529507 0.012466988267994306 19.356110951911059 0.50482906940979244 0.556170342817495 0.50011250925308626 0.50903194731290557 0.52781769548258772 0.50678529314063769 7.6146142280965412
leaf_count=54 32 64 9 253 89 66 65 11 8 33 98 64 175 74 24 320 333 12 58 92 401 21 1935 16 18 3 27 43 36 199
internal_value=4.98028e-07 -0.000528019 -0.00165332 3.33187e-05 0.000530968 0.000120456 0.00115828 -0.00066134 -0.000254449 -2.25161e-05 -0.000383857 -0.00256355 2.36239e-06 0.000966016 -0.000477261 -0.000505706 -0.00019991 6.46869e-05 3.21341e-05 2.79045e-05 -1.16694e-05 -9.20565e-06 -7.25961e-06 -0.000595231 -0.00090123 -3.31495e-05 0.000759434 0.00152047 0.000224273 -7.83159e-05
internal_weight=43.3996 2.53752 1.0167 40.8621 4.12213 3.5844 1.54004 2.04437 1.01076 36.74 7.14276 1.07512 6.06764 2.09467 1.53672 3.97296 3.45185 29.5972 29.0679 29.0649 28.5244 28.5221 28.5202 2.91726 2.41243 28.5077 1.53696 1.02793 1.52082 26.9707
internal_count=4633 163 63 4470 271 182 105 77 40 4199 1375 162 1213 273 98 940 620 2824 2791 2779 2687 2629 2228 287 271 2207 73 46 100 2134
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=8 16 8 7 7 19 9 8 9 9 0 5 15 9 2 6 13 5 17 10 6 17 5 7 18 19 15 10 15 4
split_gain=0.000102664 0.000109495 0.000122613 0.000219599 0.000276071 0.000318269 0.000496189 0.000303776 0.000239484 0.000407046 0.000194176 0.000655334 0.00121046 0.000541652 0.000215386 0.000205875 0.00049234 0.00017062 0.000419309 0.000784627 0.000154572 0.000131562 0.000315204 0.000175248 0.000110529 0.000283876 0.000135819 0.000443328 0.000131155 0.000120276
threshold=8.8430989333000021 22.764946765650006 8.543332867800002 22.791048179400004 23.109894804950002 14.451165964200003 201.16241229375001 8.7431769115000026 201.65416293750005 205.73475031020004 86.135510041400025 22.665750084250003 46.674706678850008 193.70978346765003 45.979371440700014 16.455384477450004 117.55283175385001 21.191508333600002 187.32964365115004 61.93938686740001 16.395383075500003 187.14705358135004 23.803605515150004 22.343045670750005 13.204116077450001 14.051133688400002 11.870705757150002 89.052487112950018 39.558912554250007 285.22127102665007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -7 -5 -6 -10 13 14 -13 20 -12 16 24 18 -17 -20 -1 23 -23 -22 25 -16 27 -26 29 -28
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 11 12 -14 -15 15 17 -18 -19 19 -21 21 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0019497702658203449 -0.0013591663785479475 0.0013896747287641905 0.0022663681304315036 -0.0030363412261133742 0.00093162818319745188 -0.00024618585820353065 0.0041211763955145931 0.0004039091345761383 -0.0029092934726133442 5.7809715240554705e-05 0.033392395122353237 0.0055805421558144273 -0.001118637766970812 -0.0036505607292506835 -0.00070992614238813128 7.8152181229478073e-05 0.0030795262043941977 -0.00015009737060131363 4.2992551518104024e-05 -0.0054814488443754176 -0.00015705168988545509 0.0025119809460782913 -0.00022248640151561187 -0.0023193732529242384 -0.070631969293588115 0.002636767107104648 -8.2018249601349043e-05 0.020385980127516742 -0.0016578208136036208 0.0014280582842569067
leaf_weight=0.51406985551403561 0.54828783912823453 0.57410557564798992 0.5424448365159894 0.52338847336658278 2.5276585044048243 0.50079578636177735 0.54134619236054959 0.50366608501644805 0.52212537455761765 4.0391093432280663 0.0019217738705837864 0.57293933553213239 0.50962873526214025 0.5377941387893167 0.50014672335584609 1.0005140230059617 0.52105946980009221 2.5425258894319995 0.500141881406307 0.52903178084352476 1.3613754253115837 0.533442235448775 2.0096702895014551 0.51720925383202132 0.0010738031089800029 0.51384757815685589 18.851943131953362 0.0010667957746965662 0.51423695852590512 0.54263202158400758
leaf_count=201 204 49 57 36 23 5 64 4 22 127 9 116 32 67 24 4 41 37 2 38 499 72 69 29 85 20 1375 403 66 853
internal_value=5.36691e-07 1.79344e-05 -6.93375e-07 0.00031139 0.000195594 0.000390727 0.00202246 -0.00134925 0.000150845 -0.000281835 -9.36252e-05 1.60923e-05 0.00242684 -0.000636899 -8.4207e-05 -8.66796e-05 4.32035e-05 -0.000695898 -0.0013796 -0.00279677 -0.000308534 -0.000117723 0.000351094 -0.000752379 -3.2405e-05 0.00098603 -8.42704e-05 -0.025272 -8.15622e-05 -3.97685e-05
internal_weight=43.3992 42.8509 42.2768 9.70053 9.15809 8.13104 1.04214 1.02705 7.08889 4.56123 32.5763 27.1027 1.08257 5.47356 26.0201 26.0182 21.446 4.57221 2.02969 1.02917 4.93577 4.4217 2.54311 1.87858 20.9249 1.01399 19.911 0.0021406 19.9088 19.3946
internal_count=4633 4429 4380 338 281 241 69 40 172 149 4042 3105 148 937 2957 2948 2867 81 44 40 870 669 141 528 2826 44 2782 488 2294 2228
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=12 13 4 6 10 13 7 15 9 16 15 15 16 18 14 8 5 8 5 2 9 3 17 0 15 6 18 6 19 16
split_gain=8.7084e-05 0.000338363 0.000105734 9.8688e-05 0.00019267 0.0004566 0.000325083 0.000271269 0.000258995 0.000642502 0.000227857 0.000167218 0.000442609 0.000376405 0.000373077 0.000338882 0.000432454 0.000222406 0.000192516 0.000494958 0.000179827 0.000321505 0.000166242 0.000407438 0.000140404 0.000120632 0.00222156 0.000435088 0.000352283 0.000190271
threshold=82.846568806150017 104.55682515125001 157.77812180380002 16.465384711100004 62.041548276350007 117.57433941890001 23.299327580650004 42.33967733730001 206.78020849415003 22.604947139800004 40.856592954650004 41.54912092575001 22.674946976100003 13.531614672700002 274.15552132740009 8.3434888241000014 21.363989181350004 8.543332867800002 23.636018850950002 106.26660184425002 193.24048816455004 93.716961969300016 186.34046889365004 86.624809421150005 39.864684991950007 16.405383309150004 12.899561312100003 16.245379570700006 14.351157895250003 21.374950016100005
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 10 9 -8 24 12 14 18 15 16 -5 -17 19 -13 -20 -22 -7 -24 25 26 29 -28 -27 -6
right_child=2 -3 3 11 7 6 8 -9 -10 -11 -12 13 -14 -15 -16 17 -18 -19 20 -21 21 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0028454429256171351 0.0014405259470027573 0.00011546917171066313 0.0034771500336664013 -0.00048336696682066567 0.048256339100948648 0.00038017067400843645 -0.00019967072781489742 -0.0022154802773611975 9.880330349669835e-05 0.0047633171997683689 0.0015140161879634868 -0.0010103979663705844 -0.0032897782284492848 0.0027644986026974269 -0.0028688270062973914 -0.0010135911546412656 0.0035874923275569467 0.00012071991112439255 7.412211804799005e-05 0.0032404436638511034 -0.0032565112253649118 0.0002671152560340947 -0.0033814530112511974 0.00058554279896814759 -0.0016529584121237003 7.3505399001600404e-05 9.1520500010902617e-06 0.0028763897694730357 -0.0029359541047674176 0.10003390323994606
leaf_weight=0.51775605054228968 0.52613126049499115 1.5160808192275879 0.52967368082719168 0.5184825531032381 0.0010545803851752513 1.0040362353925618 0.50788835801847676 0.5371738346786924 1.0021923883396082 0.53627613320895762 1.0258075303679266 0.54715774557553121 0.51918676449895507 0.53749778534324821 0.52423743442209492 3.0223532503005117 0.52538900326976734 4.037941026408971 2.36989374520298 0.54851111274911091 0.52105479709462066 0.51476482778120669 0.52511665185543932 0.51069825887680054 0.50922242319318911 1.5113330039166606 17.379640269527737 0.54585807548937637 0.52377043284013769 0.0021703459424315952
leaf_count=57 58 88 101 22 87 22 28 134 11 37 37 5 66 63 146 30 377 94 65 41 15 48 36 9 38 14 2733 77 91 3
internal_value=5.41151e-07 -0.000638293 3.19518e-05 1.38048e-05 0.00012722 0.000714685 0.000356601 4.16369e-06 0.00124712 0.00234929 5.96241e-05 -0.000199267 -0.000454077 0.000263318 -0.000283448 -0.000116207 0.00156553 -0.000364853 -3.53415e-05 0.00111765 -0.000406275 -0.0015054 -0.000536763 -0.00142557 -1.32486e-05 2.85759e-05 0.000111394 9.64637e-05 -0.000701033 0.0831022
internal_weight=43.3984 2.03384 41.3645 40.8384 26.6519 4.61588 4.08621 22.036 2.04636 1.04416 21.4989 14.1865 9.14759 5.03888 8.6284 8.10417 1.04387 7.06029 4.50138 1.09567 3.40571 1.03582 2.03985 1.03581 20.473 19.9638 17.9287 17.9255 2.0351 0.00322493
internal_count=4633 145 4488 4430 3458 244 143 3214 76 65 3080 972 735 237 669 523 399 124 174 46 128 63 67 45 3043 3005 2900 2810 105 90
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=5 6 7 9 12 5 8 8 5 9 19 5 5 5 6 0 3 15 4 18 6 3 9 13 3 14 2 10 17 14
split_gain=8.87718e-05 0.000862505 0.00530715 0.00300636 0.00291013 0.000882182 0.000683083 0.000509219 0.000144192 0.000352724 0.000183724 8.81621e-05 0.000109284 0.000529882 0.000252802 0.000138281 0.000968293 0.00036677 0.00088734 0.000189092 0.000178811 0.000302993 0.000339343 0.000239846 0.000277093 0.000695442 0.000230918 0.000129736 0.000128053 0.000226838
threshold=25.546339592900001 16.475384944750001 23.473156321500003 227.40597858270002 197.98050398640004 31.794087907800002 3.9469198629000002 9.3427090425500019 24.453399453300005 192.57902085675002 14.651182102100002 24.310960779100004 23.714185006400005 23.374630421750002 16.525386113000007 85.968825637350008 93.794927255050013 41.54912092575001 284.07887079910006 13.015629076450002 16.455384477450004 92.738363209800013 205.22231928645002 117.55283175385001 93.469623821300004 244.85040433755003 154.46567853970001 62.046925192600007 162.43086425485004 129.42733769190002
decision_type=2 2 2 2 2 2 2 2 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 -6 -3 10 -10 11 12 13 15 -14 16 -1 20 -19 -18 23 22 -22 28 25 -25 27 -23 -17 -30
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 -12 -13 14 -15 -16 17 19 18 -20 -21 21 26 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0045122115374725243 0.00047642471563830369 0.041713566994096146 0.094449607562698046 0.1000112754185099 -0.0094010210247886181 0.081706196024702596 -0.10012100442677799 -0.029014741065059815 0.00068455652477477508 -0.003026686886280076 0.0018478838364247294 0.0012871328568408848 -0.0025881047034422432 0.0031409483082312849 -0.00017578486152415143 -0.035217745963597218 -0.00028415499268915999 0.0047344886996919903 -0.0010673287274150355 0.0017938645378787364 -0.0037953270147861374 -0.00039752152795347208 -0.00018398927005472206 -0.0003455128933171611 -3.8274321521735627e-05 0.0048345095296269975 -0.0010867123211847141 0.00067629495317101491 -0.031078567994383733 1.8900472844234093e-05
leaf_weight=0.54183216994487393 0.51259674185538362 0.0014909347310702835 0.0067010493421548736 0.0019867305309162484 0.0010067714549930606 0.0014910390714361066 0.004726458859199565 0.0032085727435990918 0.50768643391098389 0.51676124392479572 0.53885388222795327 0.51692911781923712 0.532250577025425 0.5356958084733624 2.363513732730365 0.0010315658703764488 2.5682357721304228 0.53431029492639914 0.5203151576801579 0.52791105719268916 0.53284684029078622 2.0271770730469143 0.50851130206501693 0.50907372115761884 1.0050712099764496 0.52798145067208679 2.0171077157388027 2.5284619403391844 0.0023459012154586336 23.000730532336476
leaf_count=47 112 294 14 7 59 30 75 32 86 66 55 46 69 73 43 197 147 24 61 65 49 28 32 16 8 36 31 27 7 2797
internal_value=5.71952e-07 0.00128292 0.0213399 -0.013879 -0.0328553 0.0146875 -0.0841903 -0.00657594 -1.53796e-05 -0.0011875 1.33196e-05 -1.06158e-05 -2.70643e-05 1.81898e-05 -0.000619177 -2.65951e-05 -0.000612328 3.66079e-05 0.00187208 7.01594e-05 -2.26607e-05 -0.000447034 -0.00203185 0.00010635 0.00114497 0.00229172 -0.000195942 0.000198466 1.41491e-05 1.57291e-05
internal_weight=43.3978 0.533208 0.0206116 0.0139105 0.0119238 0.00619055 0.00573323 0.00469951 42.8646 1.02445 41.8402 41.3013 40.7844 37.8886 2.89576 37.3529 3.63798 33.715 1.05463 3.09615 32.6603 7.6141 1.04136 25.0462 2.04213 1.03706 6.57275 4.55564 23.0041 23.0031
internal_count=4633 623 511 497 490 356 134 326 4010 152 3858 3803 3757 3645 112 3572 259 3313 85 212 3228 167 81 3061 60 52 86 55 3001 2804
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=8 19 5 5 9 9 19 9 0 15 9 15 5 17 15 16 14 14 18 7 8 5 16 16 3 6 6 6 6 16
split_gain=8.7197e-05 0.000108223 0.000297149 0.000626084 0.000191071 0.000212383 0.000269501 0.000578742 0.000239913 0.0001295 0.000424609 0.000422558 0.000114954 0.000175023 0.00012594 0.000480433 8.89086e-05 0.00561571 0.00121337 0.00102408 0.00297933 0.000489255 0.000766926 0.000212713 0.00269933 0.00139796 0.00229337 0.000959173 0.000573733 0.000539943
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 22.887221773600004 201.16241229375001 196.51002155900002 14.551174033150001 182.80199813410005 86.264556031700025 11.870705757150002 38.778344353800001 12.537637863700001 24.393336510100003 187.52613723835003 44.483611103700007 22.644947046300004 301.50888169040007 305.77019055010004 12.560600218600001 23.781511574300001 8.1436447804000007 22.533652790000001 13.419968618300002 22.614947116400003 91.496295553550013 15.885371159150003 14.745344522600002 13.665319288000001 13.775321858200002 18.924955745200005
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 -8 10 -1 -11 14 -14 16 -16 18 -18 -13 20 21 22 -19 24 25 26 27 -21 -29 -30
right_child=-2 2 -4 -5 -6 -7 8 -9 -10 11 -12 12 13 -15 15 -17 17 19 -20 23 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.020809010833817324 -0.0012528799474232652 1.7585238167581165e-05 -0.0018647844258122663 0.0038165327081102355 0.0020495002755230155 -0.00090355300368955352 -0.0020462933210238393 0.0040887642504710458 0.00093122462765911785 0.044839688746473906 -0.068672029116305031 -0.073684794943705598 -0.0003255858323152447 0.0022770442990227074 -0.0034655396180917359 5.8258222413509841e-05 0.079028373293843643 0.045078598279145767 -4.6793953535825166e-05 -0.011988004590951042 -0.10016246651606985 0.071367003306488749 -0.050081974131831443 0.00084360715031036671 -0.1001499503486571 0.078525223405513461 -0.10006517356898728 0.10001081247162154 -0.018233483142355931 0.069094630670950216
leaf_weight=0.0010415756235846313 0.54795658706778638 1.0032378792166157 0.51773120512958204 0.55676655491250659 0.53383343606981259 1.5146568053601184 0.56637081207463758 0.53558677998080373 0.518209348381788 0.0020973703430148252 0.0010803606630774973 0.0022377901350826282 0.51012101353595929 0.52360190340551083 0.51944649885540806 1.5164170334315017 0.0091242143435177336 0.0017485420550050756 33.482664422988258 0.0063372682688835891 0.0038125209794088732 0.0012888621239549591 0.0016424339404021993 0.50749974152131472 0.0028147579469077746 0.0022875401737110232 0.0021688306721631143 0.0014648938313257531 0.0015007410635172747 0.0013403539251157781
leaf_count=229 204 16 84 94 74 40 52 44 21 100 275 22 535 78 56 23 22 33 1928 395 10 24 85 27 14 15 52 21 53 7
internal_value=6.03086e-07 1.66331e-05 0.000420458 0.000646738 0.000268982 3.92856e-05 0.000583646 0.00143456 -0.000623644 -4.59122e-05 -0.0247493 -4.44993e-05 -4.70369e-05 0.0009927 -7.68396e-05 -0.000840832 -3.11306e-05 0.00123818 -5.17152e-05 -9.12229e-05 -0.0345397 0.0189211 -0.00101284 0.000465574 -0.0102438 0.00651584 -0.00634111 0.0127575 0.0491763 0.0229656
internal_weight=43.3961 42.8481 5.74639 5.22866 4.6719 4.13806 2.6234 1.53882 1.08458 37.1017 0.00212194 37.0996 37.0975 1.03372 36.0638 2.03586 34.0279 0.543031 33.4849 0.533906 0.00849236 0.00467984 0.00339098 0.525414 0.0179144 0.0150996 0.0128121 0.0106433 0.00430599 0.00284109
internal_count=4633 4429 425 341 247 173 133 60 73 4004 504 3500 3400 613 2787 79 2708 758 1950 736 152 142 118 584 557 543 528 476 81 60
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=16 19 15 19 8 5 16 19 5 9 9 9 7 15 12 18 18 16 9 17 15 12 5 6 6 3 7 2 16 15
split_gain=9.74398e-05 9.46729e-05 0.000152385 0.000111424 0.000371106 8.04789e-05 0.000238069 0.000221579 0.000391802 0.000359824 0.000128326 0.000310057 0.00382262 0.00222838 0.00296433 0.00230811 0.0015022 0.00121733 0.00172505 0.000278244 0.000433165 0.00023719 0.000330485 0.00028256 0.000410056 0.000646339 0.000339791 0.00513633 0.00365092 0.0051146
threshold=22.764946765650006 14.651182102100002 46.723315192750007 14.551174033150001 8.543332867800002 24.453399453300005 22.544947280100004 14.451165964200003 22.825270530250005 197.00658341100004 199.17419511990002 200.95377551580003 23.131311951800004 20.538897842700003 189.11492007315005 16.060787203800004 17.370891598500005 14.184966829400002 202.16842692300003 192.19686994285004 22.248428019100004 87.111491403900018 17.886193876600004 16.435384010100005 16.375382608200002 93.609423644100005 23.131311951800004 177.45016916930004 20.864951208700003 39.203018015350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 10 9 -9 21 19 -13 14 15 -14 -16 18 -17 20 -12 22 -1 24 26 -26 27 28 29 -23
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 11 12 13 -15 16 17 -18 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0034946064581200735 0.0012835373942400258 0.0021044688806643899 -0.00032002400734484118 -0.0029955377779778431 0.00025061884668074882 0.00066423959073215987 -0.0023727806623108018 0.0010614569081215856 0.0033266926107198822 -0.0019555220286633919 0.00022034230356290691 0.063784462098809364 -0.055871295649209618 -0.00016410915919304632 -0.10003582014256979 0.099761789953825286 0.018597883374435697 0.083977076133950265 -0.05734780773515176 0.00013563248020958431 0.0031276576806905966 -0.041002527730760609 8.9468646921434219e-05 -0.00058684653412239716 0.0045489791036252168 -0.00039872295365901505 0.00021919532777871014 -0.00011648438123645208 -0.085666053797946645 0.10004415858806415
leaf_weight=0.52440158787834157 0.58399031461931272 0.53357401894754619 0.50421234894156441 0.53789305196627779 1.02000095439935 0.50775063436246592 0.5249823282003937 1.533793570910351 0.53214314344948466 0.53258497585466091 1.0038503480179621 0.0093642600721243197 0.0016827914331292307 16.766846517912875 0.0021027093748671169 0.0012279916705146702 0.0021677124469574593 0.010587370827124687 0.0016219440000285745 2.5186924940677216 1.0469394750074164 0.012886847651444322 0.50506107561328928 7.4801436588942005 0.53680101612553677 0.51959910544974264 5.1190027800917344 0.50492552745601282 0.012040190083176583 0.0032116157999553243
leaf_count=48 120 45 10 106 39 556 121 54 57 85 24 34 13 873 24 8 129 41 160 50 33 247 23 166 78 17 1258 182 25 7
internal_value=5.47877e-07 -1.69539e-05 0.00092652 -4.03935e-05 -0.00087018 -8.24782e-06 -0.000879608 1.47191e-05 0.000906997 0.000283866 -4.86599e-05 0.000109408 -8.92949e-05 -0.000124927 0.0337555 0.0545346 -0.0398161 0.068361 0.0103482 0.000839762 0.00170454 -0.000270576 -0.00173624 -0.000164234 0.000306991 0.00211541 -3.10117e-05 -0.00243374 -0.0440151 -0.012864
internal_weight=43.3941 42.8101 1.03779 41.7723 1.55789 40.2144 1.03273 39.1817 2.59852 2.06638 36.5832 21.3651 16.7956 16.7862 0.0193905 0.0151201 0.00427042 0.0134373 0.00284994 4.56948 2.05079 15.2181 1.02946 14.1886 6.70847 1.0564 5.65207 0.533064 0.0281387 0.0160985
internal_count=4633 4513 55 4458 145 4313 677 3636 196 139 3440 1389 1282 1248 375 222 153 209 168 107 57 2051 71 1980 1814 95 1719 461 279 254
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=16 3 3 8 6 6 3 18 7 17 19 2 17 19 8 19 2 13 6 6 0 0 3 13 5 18 5 18 16 2
split_gain=9.60568e-05 0.000377484 0.000108381 0.00434995 0.00318903 0.00247488 0.00215834 0.00160057 0.000939053 0.00108763 9.57688e-05 0.000188 0.000124108 0.00011397 0.000352962 0.000144286 0.000662896 0.000691942 0.000123901 0.000452988 0.000318854 0.000228119 0.000187819 0.000187643 0.000131432 0.00189011 0.000523623 0.00180708 0.00041226 0.0014367
threshold=22.704946905950003 95.002044955650021 93.883646373400012 8.2435668022500028 16.445384243750002 16.485385178400005 94.227769014100019 13.391483899700001 22.703933514050004 187.81654873955003 14.651182102100002 156.09660346185004 162.43086425485004 14.551174033150001 8.543332867800002 14.451165964200003 191.54391932205002 117.53132408880002 16.465384711100004 16.505385645700006 86.624809421150005 86.103248543850015 92.367355987800025 117.67112391160002 24.393336510100003 12.854871756700001 23.435546682850003 12.880535946600002 12.604970524100002 156.97960885415003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 -5 7 -7 -6 9 -8 12 -12 -1 15 -15 18 17 -17 23 -20 21 -21 -22 24 25 -14 27 -27 29 -29
right_child=1 -3 3 4 5 6 8 -9 -10 -11 11 -13 13 14 -16 16 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.034952160932845137 0.0027376256140513974 -0.00052713072187424235 1.1347607010049665e-05 -0.10010390462024482 -0.01456053990747791 -0.078384629964254132 -0.10006412777159146 0.080015926440670598 0.060448802226539533 0.036728595591427625 -0.00041919795334585078 0.0022807106744177387 -0.057165842075713735 -0.0029588281195403535 0.00022403303657598261 0.00034702790026120204 -0.0022357828731746684 0.0047915310487616613 -0.0019159881349117116 -0.00028031341771193131 -0.00012711379150349419 0.0010616362823957866 -0.00205337750588329 0.0019415151239388327 0.0016121192706385385 0.097253512436146605 -0.0031450807827930883 -0.10002988110310468 7.3482010292080812e-05 -8.0146283954187232e-05
leaf_weight=0.0010174030895048194 0.5952564876101849 0.87439553347576293 1.0114548093351083 0.006795585121647795 0.0042396377306079805 0.0080797507808512137 0.0011950271971608037 0.0030962001192165189 0.0019579273250442952 0.0011316478194203228 0.50875100630218983 0.52306799445068464 0.0057828640827101143 0.53014697237300268 1.0163670078609355 1.0343715244234766 0.53147578202424473 0.52965053165007692 1.5519243475432629 2.5208006991274488 1.0120272631929643 2.5463002825890726 1.0127069838963505 0.5230237305368054 0.51454716691894375 0.0019133386464379445 0.51548585152823889 0.0018452567524559482 25.995279276057715 0.0065183924021070538
leaf_count=201 65 101 668 47 18 38 41 32 7 2 14 27 18 78 31 60 81 23 42 40 27 34 27 14 45 4 39 250 1922 637
internal_value=5.53412e-07 0.000795201 -2.73051e-05 -0.00103643 -0.0410345 -0.0206585 -0.0479596 0.0253569 0.00941484 -0.0335309 -1.68513e-06 0.000949488 -2.63127e-05 -2.5421e-05 -0.000867056 8.56007e-06 0.000815333 0.00185214 -3.81308e-05 -0.000368468 -2.98205e-05 0.000394038 -0.00109057 6.54578e-05 2.91718e-05 -1.53301e-06 1.09316e-05 7.34905e-05 6.634e-05 -0.0221319
internal_weight=43.3906 1.46965 41.921 1.03795 0.0264958 0.0197002 0.0123644 0.00733584 0.0042846 0.00232668 40.883 1.03182 39.8512 39.8502 1.54651 38.3037 2.0955 1.56402 36.2082 8.64376 7.09184 5.0671 2.02473 27.5644 27.0414 26.5268 26.521 26.0056 26.0036 0.00836365
internal_count=4633 166 4467 853 185 138 88 50 50 43 3614 41 3573 3372 109 3263 164 83 3099 170 128 74 54 2929 2915 2870 2852 2813 2809 887
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=8 8 5 16 6 2 4 16 10 16 10 15 12 6 3 13 6 7 5 13 7 0 0 8 18 10 4 4 18 9
split_gain=9.78571e-05 8.07505e-05 0.000164331 0.000125495 9.44899e-05 0.000231813 0.000830388 0.000206823 0.000253302 0.000168161 0.00433535 0.00300727 0.00290276 0.000444352 0.00040117 0.000161414 0.000152675 0.000302317 0.00045507 0.000240267 0.0003107 0.000200405 0.000671133 0.000140324 0.000778748 0.00322648 0.000347705 0.000254357 0.000175625 0.000632206
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 16.465384711100004 216.39684782960003 284.07887079910006 22.614947116400003 62.025417527550012 22.644947046300004 61.928633034850002 40.957632625650007 175.541285848 16.405383309150004 92.367355987800025 117.56358558635002 16.505385645700006 23.493869161500005 21.072048321250005 117.61735474900001 21.554186973500006 86.538778761000017 86.162394622750014 8.6432548896500023 12.880535946600002 65.036490633650018 128.88186563570002 143.58239362595003 13.781134552700001 200.77913281735002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 16 8 -7 10 11 12 -1 14 -11 -16 17 18 -6 21 -21 22 -18 24 25 -12 -26 -28 29 -29
right_child=-2 2 -4 -5 5 7 -8 -9 -10 13 23 -13 -14 -15 15 -17 19 -19 -20 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.1002322634293899 -0.001327737605913951 0.0015429263540822685 -9.6860499613256925e-05 0.0014548149571584033 -5.2927987651025136e-05 0.0032687571133682225 -0.0043193647673233039 -0.0003015014549864376 0.00012382162175960222 0.0023271362746714159 -0.089675995164144678 -0.10034977063469064 0.068439336505022513 0.0034300695356058956 -0.0023288355822354829 0.00018148423038375142 0.00013993585788470839 -9.0643362943479242e-06 -0.0042239650732435975 -2.5975835342570677e-05 -0.0031005148083034467 -0.00032738010861964149 0.0040477741276282826 -0.0011181568624319812 -0.053961804575797051 0.085418808659058279 0.031288847644372828 0.00022609882500551474 -0.0001132819298100613 0.0038098230028055569
leaf_weight=0.0016385591876838523 0.54774800880541263 1.0240226964087917 1.5157794454446785 0.57105439150836801 0.50313511583953674 0.51787635763035711 0.52780796238176542 1.0130716723425761 0.50665990376199832 0.52367544455955739 0.0036323724002923488 0.0072803048525429404 0.0027040740414441267 0.53008786383172779 0.51292394106831174 0.51164950269776455 2.5203077450396205 1.5044624260626731 0.54480675464750661 0.8549281254848935 0.53398167329225998 3.0222291095146012 0.53229475370608259 1.0323997130591411 0.0011904648854387237 0.0014816957273922071 0.0026117846864533991 7.5975791889271775 15.891521791069096 0.52635780843593227
leaf_count=17 204 34 38 36 7 90 39 58 42 54 76 20 43 39 28 13 338 11 48 84 55 33 16 62 3 17 9 421 2674 24
internal_value=4.11651e-07 1.73936e-05 0.000564285 -1.70734e-05 -3.82303e-05 -0.000264765 -0.00045346 0.00071167 0.0017135 6.67605e-05 -4.90312e-06 -0.0610645 0.00479629 0.00093115 7.55724e-05 -0.00107524 -0.000249743 -0.000917375 -0.00222138 -2.14307e-05 -0.00120802 0.000249863 0.000821362 2.34202e-05 7.24772e-05 -0.0389459 8.07848e-05 8.34635e-05 8.00697e-05 0.000458292
internal_weight=43.3869 42.8392 2.5398 40.2994 39.7283 12.5816 10.544 2.03761 1.02454 27.1467 25.0684 0.0116229 0.00434263 2.07834 1.54825 1.02457 10.0161 2.5524 1.04794 7.46374 1.38891 6.07483 3.0526 25.0568 24.0244 0.00511407 24.0193 24.0181 24.0155 8.12394
internal_count=4633 4429 72 4357 4321 821 631 190 132 3500 3366 80 60 134 95 41 592 66 55 526 139 387 354 3286 3224 93 3131 3128 3119 445
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=13 14 3 9 17 7 14 19 12 0 15 6 9 3 6 15 18 16 19 7 3 18 18 5 10 7 16 16 3 19
split_gain=8.25251e-05 0.000297056 0.00856894 0.00111113 0.00105045 0.00226597 0.00223516 0.00339821 0.00178944 0.00239811 0.00153624 0.00138096 0.00120371 0.00119143 0.00128043 0.000987804 0.000330468 0.000299511 0.000443453 0.00043553 0.00031253 0.000224192 0.000563237 0.000252338 0.00021927 0.00013134 0.000127342 0.000228153 0.000376322 0.000570672
threshold=117.55283175385001 296.81449678410007 93.077108934250006 76.741624327400004 204.73764675200002 24.385896469550001 335.96614052160004 14.251149826300002 386.53797981375004 96.870523356300012 42.80317728375001 13.005303866850001 209.03603029655002 91.80009132230002 16.100376182700003 26.003567713650003 18.037292123150003 14.504966081100003 10.650859343850001 22.995234593000003 73.733652685700008 13.602243858600003 13.758874730250001 20.389142059250002 64.369753017350021 24.068567769550004 22.574947209950004 22.624947093000003 93.794927255050013 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 13 9 10 12 16 -7 14 15 17 -11 18 20 -20 -8 23 -23 -2 -14 -24 -25 28 29 -28
right_child=21 2 3 -5 5 8 7 -9 -10 11 -12 -13 24 -15 -16 -17 -18 -19 19 -21 -22 22 25 26 -26 -27 27 -29 -30 -31
leaf_value=-4.7524689753776625e-05 0.002224235441113448 -0.00042105204866480162 -0.0031685021030947308 -0.10022455350071463 0.086184139844929716 0.00082682235669058685 -0.0016736849644684731 -0.10012612053307157 0.087055504883884499 -0.035519316631324099 0.035940672130946039 0.083924759648212416 -0.060264056469487938 -0.100102177568779 0.10001752295122349 -0.094388647515484689 0.026290985007350737 0.058282784686879377 0.0088768683114755949 -0.076867236390646243 0.069666206360076297 0.0039921814312783533 0.0011048182463521171 0.00081036491721052622 -0.10008316846996734 -0.0011603143682583068 -0.0033009960174088613 0.00015733012781121551 0.00069566100754431389 2.7699884661062444e-05
leaf_weight=29.604720081890889 0.51424583072457508 0.51672669222080081 0.0013385886368851513 0.009928866214381861 0.0042397156583433562 0.0025388957390788391 0.0014657592930638619 0.0057285910312288033 0.0023756719065843859 0.0017511698111349885 0.0023229596138207862 0.0035274810414875901 0.002509661946533015 0.0011053058005927605 0.0013381853204919025 0.0010862962866081127 0.0017092744304054719 0.0010325377803894753 0.001242733834587284 0.001132001515038894 0.0010568522808439562 0.52763331243437406 0.51108686698717043 1.5162745041527603 0.0030802527944615576 0.51284774845714765 1.0459365507558671 6.5610108665855655 1.0084239946483431 1.014686185197206
leaf_count=2589 15 263 67 75 25 36 218 18 64 88 13 14 13 5 4 78 178 54 25 90 29 39 14 123 30 65 38 316 31 16
internal_value=3.09096e-07 -9.09577e-05 -0.00235777 -0.0886942 -0.000608052 0.0198318 -0.00153242 -0.0393427 0.00563505 -0.00545622 -0.0357773 0.0398947 -0.056272 -0.00253338 0.0103752 -0.00672209 -0.00498833 0.00933755 -0.000981873 -0.0319961 0.0282143 0.000208731 0.001338 5.84688e-05 -0.0822059 -2.96958e-05 -4.14508e-05 -0.000175571 -0.000887248 -0.00166189
internal_weight=43.3841 30.172 0.567237 0.0112675 0.55597 0.0240551 0.531915 0.0151883 0.0198154 0.0174397 0.0104518 0.00698793 0.00812881 0.00945967 0.00835437 0.00701618 0.00346044 0.00592988 0.00489735 0.00237474 0.00252261 13.2121 1.55157 11.6606 0.00558991 1.02393 11.1463 9.63006 3.06905 2.06062
internal_count=4633 3976 1387 142 1245 461 784 521 436 372 92 280 79 503 498 494 266 416 362 115 247 657 118 539 43 79 524 401 85 54
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=8 19 2 9 9 18 3 9 17 9 9 15 16 16 5 3 17 8 2 15 16 6 4 16 17 4 10 3 0 6
split_gain=7.90617e-05 7.27053e-05 0.000154621 7.73663e-05 0.000416371 0.000592983 0.0002683 0.00014343 0.000176807 0.000122067 0.000111441 0.000109236 9.08229e-05 0.000409379 0.000783116 0.00134512 0.000279579 0.000831376 0.000225133 0.000288792 0.000213141 0.000196098 0.000339082 0.000663229 0.000253838 0.000480728 0.000267592 0.000356646 0.000243846 0.000194468
threshold=8.8430989333000021 14.651182102100002 241.49325970385004 214.18224820805003 210.61272793875003 13.934548574650002 84.737511813600022 209.24553857890001 200.85989963400002 207.40106631805003 206.57490536735003 37.882159664350006 22.594947163200004 22.624947093000003 20.971847224900007 93.668569722950011 197.02652249450003 8.1436447804000007 60.643165405350004 21.881081380950004 22.614947116400003 16.545386580300001 185.92218515570002 22.794946695500006 187.32964365115004 234.32920076730002 62.025417527550012 93.668569722950011 85.968825637350008 16.545386580300001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 12 -11 16 14 -14 -16 18 -18 19 -1 -17 24 -23 -24 28 -26 27 -27 -15 -20
right_child=-2 2 -4 6 5 -7 -8 8 -10 11 -12 -13 13 21 15 20 17 -19 29 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0001707366179065393 -0.0011935059603875046 0.0020328995425794283 -0.00041198771060616294 9.7231325013607205e-05 0.00044186380163517542 -0.0043453224042451499 0.0025274178690974582 0.0024722513320169517 -0.00016004671730932536 -0.0021231349183403764 0.0014608817462170036 -5.6589705299837458e-05 4.2411982895765413e-05 -0.0025214322495086031 -0.0067476758276092969 0.00080506681264088699 -4.6987843492739735e-05 -0.0040939894651782598 0.00039158976319034617 -0.0027348241317849582 -0.0020867082949490088 0.00025027047394229093 -0.004456418057578607 0.00046898018312536375 0.0035118917293824117 0.0020977734480302915 -0.00036118741578608412 -6.2941937455024394e-05 0.00014358221206631357 0.0023735719354660545
leaf_weight=1.0096583368085568 0.54788737527357412 0.53157655990525998 0.503858239389956 3.5241940932226608 0.5017917869263343 0.53422613323457313 0.52152872942027473 0.51772195454614578 0.50316273893147923 0.51850148361968595 0.51756158018772325 0.50482007778170868 2.507519677492382 0.52033280885281019 0.55814929741609365 0.5097533399204377 4.054858310517897 0.5802498259002985 12.773852726669434 0.51736365273609397 0.50977331291281125 1.8664214532109329 0.54095029175095077 0.55273258563829586 0.54499880331976402 1.5455476150618781 2.5262347613440852 1.510492611723343 1.0093102982782509 0.51500845600975331
leaf_count=22 204 41 8 318 3 162 79 41 35 150 42 22 19 55 70 27 705 132 1664 38 43 35 46 12 60 55 69 32 12 432
internal_value=1.45517e-07 1.54141e-05 0.00084318 -5.09224e-06 -4.96311e-05 -0.00202666 0.000410503 6.15659e-06 0.00117487 -2.72698e-05 4.5008e-06 -0.00110368 -1.75694e-05 -0.000205139 -0.00105582 -0.00280132 0.000124207 -0.000553615 0.000336261 -0.000813684 -0.000640849 0.000122184 -0.000569024 -0.00196719 0.0003894 0.000677082 0.000400319 0.00102981 -0.000762966 0.000468401
internal_weight=43.38 42.8322 1.03543 41.7967 37.751 1.03602 4.04572 36.715 1.02088 35.6941 34.6708 1.02332 34.1532 14.7022 4.0852 1.57768 19.451 4.63511 14.8159 1.52702 1.01953 10.617 2.9601 1.09368 7.65692 6.12727 5.58227 3.05604 1.52964 13.2889
internal_count=4633 4429 49 4380 3983 165 397 3818 76 3742 3570 172 3528 535 159 140 2993 837 2156 60 70 376 93 58 283 216 156 87 67 2096
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=6 14 7 7 4 13 13 7 17 3 8 0 6 7 19 7 3 3 9 16 14 2 6 3 18 18 6 17 17 18
split_gain=6.84449e-05 0.000368668 0.00168754 0.000772302 0.000493179 0.000200563 0.00042386 0.000302679 0.000393017 0.000359265 0.00070558 0.000174763 0.000148655 0.000598884 0.000298906 0.000566312 0.000161657 0.000265662 0.000156404 0.000202981 0.000132659 0.00101666 0.000188469 0.000144327 0.000105556 9.18041e-05 0.000330005 0.000259211 0.000354539 0.000762656
threshold=16.465384711100004 147.98468416440002 22.126303133300002 20.965117707800005 157.77812180380002 117.55283175385001 117.57433941890001 23.109894804950002 186.34046889365004 93.216908757050007 8.7431769115000026 85.990333302400003 16.505385645700006 23.109894804950002 14.451165964200003 23.602039070650005 92.316275283350009 92.738363209800013 201.11092673680002 22.614947116400003 192.18609222900002 156.97960885415003 16.535386346650004 93.668569722950011 13.258241318650002 13.552878921100001 16.375382608200002 193.50449793755004 189.31980273685002 12.899561312100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 11 -7 8 -8 10 -9 -1 13 -6 15 -15 -14 -18 20 -20 -19 -22 24 -24 -23 27 -27 28 29 -13
right_child=1 4 -4 -5 12 6 7 9 -10 -11 -12 25 16 14 -16 -17 17 18 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018345951644989655 0.020728219214434018 0.024364629549409558 0.08083703230851183 -0.061562186551370024 -0.0038225385995423727 0.003360537013489066 0.00087020831927596192 0.004873376681917529 -0.0030275203146361259 7.0862780866970301e-05 -0.00034705941843760974 -0.0011031572535256217 0.0017054578719686937 -0.0039128966173861855 0.00048941062829561423 0.00078170943987277113 -0.002312072518270699 -0.00017613540490097208 -8.7535869776812335e-05 -0.0025190642900689065 0.0046180747778307241 -0.00023500229377259319 -0.0023726670434786028 -1.244966165681183e-07 0.001209006101364858 2.0086384608436757e-05 -0.0018165112045757676 0.00252522603378199 -0.00050143622184595574 0.0043120821679148262
leaf_weight=0.52278584766926073 0.0025619775540918202 0.0081738662711295929 0.0029584388175862841 0.0020555067403620342 0.54267981314861247 0.52748474286226965 0.50440070432313155 0.5381700412326611 0.53106523286907859 2.0127714825463272 0.49891735029814299 0.50380809087922696 0.51805154775327622 0.52269857960709509 2.0203621647765431 0.50541263669038017 0.51775776298563769 4.4245566861054213 1.0122103390591046 0.51953144587218947 0.54543705028408984 1.0081634962617023 0.50737869720614959 0.51834477619586661 1.0167646785484974 18.933908686440002 1.0316521167715098 0.52263579773847357 2.518411401612596 0.53757454337635246
leaf_count=242 33 27 11 13 68 43 20 48 43 34 3 28 39 17 28 26 36 238 46 75 163 54 11 155 16 2835 33 95 51 102
internal_value=1.9643e-07 -0.000179911 0.0218739 -0.015904 -0.000191688 8.78021e-05 0.00069284 0.000348395 -0.00112884 0.000849935 0.00236195 -2.5785e-05 -0.000205844 -0.000761819 -0.000216959 -0.00160506 -1.72758e-05 -0.000105901 1.36781e-05 -0.000912254 0.000190508 0.000641619 -6.93463e-05 -0.00117371 0.000490069 1.35372e-05 -7.48135e-05 0.000445626 0.000140307 0.00169226
internal_weight=43.3787 14.1951 0.00757592 0.00461748 14.1875 29.1836 4.61281 4.08532 1.03547 3.04986 1.03709 24.5708 14.1793 3.59115 3.04847 1.02811 10.5882 10.0701 9.55239 1.53174 8.02065 3.59609 3.05065 1.02572 2.02493 24.048 19.9656 4.08243 3.55979 1.04138
internal_count=4633 1056 57 46 999 3577 191 148 63 85 51 3386 972 139 71 43 833 794 758 121 637 399 236 166 70 3144 2868 276 181 130
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=15 12 5 0 0 7 7 5 7 9 6 15 18 18 3 10 2 2 15 8 10 16 13 9 10 17 10 18 15 5
split_gain=7.69083e-05 0.00126923 0.000351012 0.000716434 0.000283213 0.00694104 0.0114597 0.000178205 0.000457671 0.000741122 0.000192432 0.00056934 0.000239346 0.000777597 0.000610774 0.000259056 0.000191648 0.0002517 0.000144396 0.000122485 0.00168455 0.000369071 0.000216854 0.000152211 0.000200467 0.000129948 0.000117942 0.000298364 0.000179857 0.000110932
threshold=37.491361913600009 102.11013250220002 20.911722254300006 86.904409066750006 86.904409066750006 23.883283491600004 23.109894804950002 21.950234501100002 23.602039070650005 185.00606802455005 16.405383309150004 42.076928760450009 13.24088655595 13.328768336950002 93.668569722950011 61.907125369850007 198.08048018110003 210.71970372160004 45.102215827400009 8.543332867800002 61.821094709650005 22.624947093000003 117.56896250265002 211.36251378275003 62.907231794400012 184.16216363550004 61.987779113750001 13.023955459300002 42.629181320700006 20.852055640250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 -4 7 6 -6 8 9 -3 11 -9 14 -14 -12 -15 -17 -18 -19 20 -1 23 29 24 -21 -25 27 28 -16 -22
right_child=1 4 3 -5 5 -7 -8 10 -10 -11 12 -13 13 15 26 16 17 18 -20 21 22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.099222826858716806 -0.080026286496676979 -0.00032643653084160889 -0.00044055397493398293 -0.0043109630118183806 -0.022246326923341549 -0.00049886420751586995 0.090030684899974622 0.00028275125098342234 -0.00025795189136695477 0.0049714928335833873 -0.0035686983356171494 -0.0037729252664255131 0.004212204603261209 0.0022639753630903526 -0.00081375977913205548 0.00078462665203000873 -0.0018546152178880474 -0.00051986374630081647 0.0015307644032070212 -4.6481879520299152e-05 -2.4846520214533369e-05 0.0030856131470791718 -0.0020700716276211522 0.00035718177648135689 0.0023522452769409799 -0.0018978850375503899 0.00046457342952224538 -0.0026371032509540124 0.0011266043607302786 0.0014711056997877519
leaf_weight=0.0017098469800903562 0.0019727095223086568 0.50284007450682044 4.0425548043991801 0.54243066718072785 0.015422734508319103 0.54932375972790115 0.022141066542118892 1.0159433724693341 1.5051583864260463 0.55600766341558483 0.5358697701976779 0.52500610687642191 0.53082214905823288 0.52345512876468081 1.0570420424407987 1.5309489581654814 1.0125210983619584 1.0090411023138584 0.52052204190350426 1.0080198415707862 19.363432789555866 0.51618105093803013 0.51242152700433408 0.50180724403360766 0.53242406282061505 0.52068497842185479 2.5224714978703489 0.51940618508229786 0.87160875624778089 0.50872790950472691
leaf_count=4 14 9 821 135 25 200 23 19 10 41 48 68 30 47 35 31 17 15 61 20 2612 20 21 7 60 70 72 32 36 30
internal_value=2.52291e-07 0.000180382 -9.81757e-05 -0.000898446 0.000190706 0.00234498 0.0439326 0.000104924 0.000862628 0.00245554 -5.46497e-05 -0.00109903 9.66933e-05 0.000588347 -0.000361113 0.000169849 -9.92825e-05 -0.000631609 0.000177981 5.81918e-05 -3.05997e-05 0.000646065 -3.8925e-05 0.000154734 0.000782591 -0.000791169 -1.53051e-05 -0.000509771 6.31425e-05 1.34499e-05
internal_weight=43.3779 15.3275 28.0504 4.58499 15.3256 0.586888 0.0375638 14.7387 2.56401 1.05885 12.1747 1.54095 10.6337 5.12731 5.5064 4.59649 4.07303 2.54208 1.52956 23.4654 20.3863 3.07912 20.3846 2.56294 1.54044 1.02249 4.97053 2.44806 1.92865 19.8722
internal_count=4633 833 3800 956 819 248 48 571 60 50 511 87 424 201 223 171 124 93 76 2844 2667 177 2663 157 80 77 175 103 71 2642
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=8 8 2 3 16 16 6 16 5 17 13 18 19 3 9 13 6 18 5 8 15 15 5 13 17 16 13 18 18 4
split_gain=0.000109133 0.000125175 0.00010757 0.000334464 9.90395e-05 0.000115536 0.000307729 0.000238127 0.000685314 0.000297483 0.000497732 0.000217703 0.000872599 0.000264525 0.000827948 0.000202082 0.000175878 0.000165351 0.00100822 0.0125585 0.00615189 0.00626322 0.00661173 0.00320039 0.00115282 0.00083958 0.000384833 0.000303812 0.000529656 0.00029633
threshold=8.8430989333000021 8.7431769115000026 74.766480717350007 93.776108048150022 22.764946765650006 22.594947163200004 16.565387047600002 22.624947093000003 22.665750084250003 199.05253715360001 117.46680109370001 13.781134552700001 14.351157895250003 92.813640037450014 193.00469145105004 117.45067034490002 16.455384477450004 14.380989918050002 17.687678651600006 8.6432548896500023 30.247508226550003 29.712811603950005 18.331716563250001 113.0174028878 180.19381692845005 19.134955254150004 109.64607639220002 14.598777227650002 14.414681958350002 169.30632827135003
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 16 10 -9 13 17 14 -1 -15 -7 18 26 20 21 22 -20 -22 -24 27 -13 28 -19 -29
right_child=-2 2 3 -5 -6 7 -8 9 -10 -11 -12 12 -14 15 -16 -17 -18 25 19 -21 23 -23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=-6.6832060697288951e-05 -0.0014031906683903779 -0.00010599537788150657 0.0032696076530735691 0.00016103662071907191 0.0012840474973343111 9.8348260264800177e-05 0.0024960673455849524 -0.0031103838383408767 -0.0041946691492482863 0.0023189146504054704 6.1128871429554562e-05 -0.00068889233173825056 -0.004161059244766902 -0.0017340746402412953 0.0047698873181685449 0.0003175866441129203 -0.0012614035112622182 0.0005799194956773822 -0.1001256172030741 0.00039352177558202637 -0.10015957682236974 0.086558862940022546 -0.0061300637421654426 -0.040684399612346434 0.096846469318923822 0.0039060192203602853 0.0026482554094914759 0.0023700733210208717 -0.0039655008531617854 -5.1384788980575854e-05
leaf_weight=1.0229734935236354 0.54691615059814935 1.0042077387370221 0.52615555848387874 1.0115423707208178 0.5701724660138997 2.5135432472520733 0.5180188171706267 0.52537987127905772 0.54468526434937459 0.52792403092962636 8.51203188348879 1.0201543854273927 0.5347129252098729 0.51509061554095037 0.54113166200113472 7.0638730676592951 1.530431202492309 0.50301558722109374 0.007425607652113024 0.50395724504414829 0.020269030897409834 0.0055253480386454603 0.0018675074617959808 0.016342359661390304 0.0026016577027951418 0.54945432869085031 0.52256938233040262 0.52935136234325852 0.52279502896774011 11.162464309209556
leaf_count=179 204 12 35 25 36 51 441 51 102 59 271 119 91 222 43 159 27 15 20 10 108 7 34 20 19 92 11 94 67 2009
internal_value=4.67768e-07 1.83919e-05 0.000698994 0.0012247 -2.45498e-05 -4.33356e-05 8.35746e-05 -0.000272549 -0.000864754 1.15426e-05 -0.000123243 3.36769e-05 -0.000189876 0.000422501 0.00160652 0.000178149 -0.000416246 -5.17007e-05 -0.000876031 -0.00451875 -0.050336 -0.00141861 -0.0422858 -0.0736114 0.0538162 7.8824e-05 0.000441505 -8.65268e-05 -0.00173661 5.82476e-05
internal_weight=43.3766 42.8297 2.54191 1.5377 40.2878 39.7176 25.5636 14.154 4.58866 9.56534 9.03741 25.0456 15.9025 9.14307 1.56411 7.57896 4.04397 15.3678 2.10071 0.557989 0.0540315 0.0174201 0.0118948 0.0366114 0.00446917 13.2671 1.54272 12.7176 1.02581 11.6918
internal_count=4633 4429 72 60 4357 4321 3760 561 180 381 322 3319 2716 603 222 381 78 2625 348 218 208 80 73 128 53 2277 130 2185 82 2103
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=8 8 5 12 7 2 17 6 9 12 12 17 8 8 14 2 10 2 7 5 15 6 7 10 17 15 16 9 10 2
split_gain=8.82889e-05 0.000101529 0.000120598 9.27773e-05 0.000366864 0.000136819 0.000136433 8.56492e-05 0.000149486 0.00797864 0.0026833 0.00338025 0.0040155 0.00022155 0.000683502 0.000689586 0.000196329 0.00375514 0.000173904 0.000786287 0.00759188 0.0121962 0.0092619 0.00897668 0.0100282 0.000378346 0.000148033 0.000305638 0.000696238 0.00140366
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 82.846568806150017 23.781511574300001 62.357017394150006 183.32030055335002 16.465384711100004 201.65416293750005 92.791843202150019 94.177001085000015 182.75517825115003 8.1436447804000007 8.4434108459500017 258.81881833755006 147.79312796670004 61.950140699950005 63.19085977000001 25.121320584100001 21.869642762900003 22.853312863800003 14.605341251450001 23.989000783400005 67.031326566450005 194.56623159050002 43.376643616500012 22.594947163200004 196.40176798710004 61.928633034850002 223.32247823975004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 13 -10 -11 12 -12 16 15 -15 -7 -18 19 20 -13 -22 -23 -24 -25 -21 -9 -28 -29 -30
right_child=-2 2 -4 5 -6 7 -8 26 9 10 11 18 -14 14 -16 -17 17 -19 -20 25 21 22 23 24 -26 -27 27 28 29 -31
leaf_value=0.0014745869560161863 -0.0012617677574149973 0.0014683280374608769 6.3627444373404941e-05 0.0016304307256209975 -0.0029548766885935589 -0.0017921349087277293 -0.00084989201984460522 0.0002395111341137844 -0.1004323200668214 0.078636004537304793 0.071294877031355675 0.00076277629358152471 -0.098552799017030193 0.0033463754023134468 0.0043143482288676227 -0.00080209919972937423 -0.10014276993330534 0.00022251339125626884 8.3382320055930213e-05 0.002516631345470303 -0.098317920652251561 -0.059263106781046626 0.071026383092277948 0.058567329594347843 -0.071761835484908415 -0.0013024013926904714 -7.672790462034902e-05 -4.1078962189730322e-06 -0.0069246737663883513 0.00039103600766017175
leaf_weight=0.50903937827675527 0.5473664196720226 1.0234358997076918 1.5172968316670532 0.51277039305594385 0.51649596489921901 0.51839053327830242 0.50104285452606834 4.5624029044652543 0.0079388687775460154 0.0043220314123563188 0.0017561471142489848 0.50738572761565315 0.0067117181783942215 0.54542329059040806 0.53398605959111289 1.5100325246454849 0.003728949130162528 12.740449911090559 7.592707669032138 0.51919322481262475 0.020628256637792219 0.024739033309742808 0.018140711319574621 0.0096160072519992923 0.015293925305968514 0.51843638395064318 6.0254450763221481 1.5066214375547136 0.53806366807657446 0.51167966648441876
leaf_count=36 204 34 38 22 53 84 16 567 56 7 112 12 25 60 34 26 7 2012 670 44 100 10 23 14 35 63 191 18 26 34
internal_value=2.22773e-07 1.63536e-05 0.000629457 -2.23167e-05 -0.000786983 7.80324e-06 0.000321549 -1.39533e-05 9.43459e-05 -0.000225188 -0.000139082 -0.000175951 -0.0633282 0.000280738 0.00112681 0.000298715 0.000115548 0.000193146 -0.000117989 -0.00105402 -0.00394943 -0.0309904 -0.0105028 0.0175173 -0.0214507 0.000608508 -0.000220751 -0.000465442 -0.00138166 -0.00335875
internal_weight=43.3705 42.8232 2.54073 40.2824 1.52658 38.7559 1.01008 38.2431 25.0989 9.24687 9.23893 9.23461 0.00846787 15.852 2.58944 2.05546 13.2626 12.7442 9.22614 1.63343 0.595804 0.0884179 0.0677897 0.0430506 0.0249099 1.03763 13.1442 8.58181 2.55636 1.04974
internal_count=4633 4429 72 4357 105 4252 52 4230 3394 1171 1115 1108 137 2223 120 86 2103 2019 971 301 194 182 82 72 49 107 836 269 78 60
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=8 19 5 5 5 13 6 13 13 17 16 18 9 19 16 7 18 9 10 18 2 18 13 6 16 7 12 15 15 2
split_gain=7.141e-05 9.63113e-05 0.000300218 0.000232711 0.000503516 0.000169496 0.000270556 0.000133016 0.000190008 0.000118023 0.00011152 0.000406881 0.000884909 0.000299899 0.000206715 0.000307129 0.000895091 0.00182911 0.000181123 0.000210919 0.000312142 0.000158775 0.000622937 0.000576076 0.000432485 0.00875759 0.00712929 0.013883 0.000538402 0.00222081
threshold=8.8430989333000021 14.451165964200003 20.315138807500002 24.393336510100003 22.887221773600004 117.22752832010001 16.425383776450001 117.61735474900001 117.55283175385001 162.04221493815001 22.574947209950004 13.552878921100001 194.43273554075003 14.351157895250003 22.624947093000003 23.393539929150005 13.055593598800002 200.15236065845002 62.165217350350012 13.956123578150001 157.69206214580001 14.380989918050002 109.34496908160001 14.375335877400001 20.629951758200004 23.695207782600004 103.28033049195001 31.445204138150004 32.548041893900006 111.53582144370002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 8 -8 -1 11 12 -11 18 15 16 -12 -18 -13 20 -20 24 23 -23 25 -21 -27 -28 29 -29
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 14 13 -14 -15 -16 -17 17 -19 19 21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.029726123489790229 -0.0011347092116926524 0.0026662780768747611 0.0016977114208451929 -0.0018485887998426641 0.0032186179215658432 -0.0023303578156427937 -0.00037632157353153221 -0.00078206614088981987 0.0015589064594638087 0.00038742480581925847 0.0003269361987766515 -0.0018666233387704624 0.0048621923548019469 -0.0024382951740831789 7.2660645243085591e-05 -3.6043400593971928e-05 -0.0077425345232285201 -0.0005608985633003791 0.0031268218452784671 0.0005682548488474946 0.00013143684713541151 5.6545825068751237e-05 0.0033421675191805098 -0.0033225827436504369 1.017842066400876e-05 -0.10041418812435438 0.042919365215957656 -0.1001527563856294 -0.10025022043268497 0.044125899880398493
leaf_weight=0.0013396179254020471 0.54777150643364692 0.52860624722398686 0.51932593440324115 0.51693004593045344 0.5538617729293519 0.52622427482856471 1.0083342814127725 1.0662514377329442 1.0211461828585013 2.5316830554781329 1.5124286959890283 0.50875478000888463 0.5353930745004617 0.52133542508215569 8.511140593291918 3.5195750360364961 0.54744680959534697 1.0069829973217563 0.53149987266814402 0.51880154295929282 1.0070821767604634 13.183802626466067 0.55582908199246439 0.52458485034453772 1.505984026871374 0.01527589093620918 0.017625107554977149 0.0039517681989309503 0.010155383358252834 0.0014613944076700136
leaf_count=375 204 71 37 84 94 53 29 38 19 588 24 14 83 45 236 65 48 9 63 100 66 1812 116 186 17 34 31 65 20 7
internal_value=-1.71249e-07 1.43447e-05 0.000395493 0.000165191 0.000386906 8.18805e-06 -0.00023406 0.000122276 0.000597401 -4.46768e-05 -4.36042e-05 0.000100166 0.00116855 -7.31538e-05 -0.000252849 -0.00067348 -0.00140501 -0.00309016 -6.08581e-06 4.68653e-05 0.00116619 -5.85468e-05 6.03038e-05 -7.27648e-05 -0.000876251 -0.00322953 -0.0438798 -0.0178623 -0.0866731 -0.0612018
internal_weight=43.3606 42.8128 5.74068 5.21207 4.69514 4.14128 3.62196 3.09573 2.02948 37.0721 37.0708 21.9732 3.06708 18.9061 15.0976 6.58643 3.06686 1.55443 18.3848 17.8761 1.53858 16.3375 14.2642 13.7084 2.07326 0.567271 0.0484695 0.0331937 0.0155685 0.00541316
internal_count=4633 4429 425 354 270 176 139 86 48 4004 3629 3247 671 2576 382 146 81 57 2531 2517 129 2388 2114 1998 274 257 157 123 92 72
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=12 13 15 2 7 18 9 6 18 18 5 15 4 4 5 3 0 6 6 6 6 6 6 14 4 7 4 0 10 10
split_gain=7.32277e-05 0.000329361 0.000106125 8.96594e-05 7.22556e-05 0.000575989 0.010618 0.00307386 0.000287848 0.000450184 0.00024456 0.000204327 0.000666436 0.000342598 0.000333588 0.000862526 0.000299973 0.00312748 0.012429 0.00360242 0.00204264 0.00176473 0.00026685 0.000261801 0.00408234 0.000263224 0.00649752 0.000684948 0.00780649 0.00979486
threshold=82.846568806150017 104.55682515125001 30.247508226550003 62.357017394150006 23.109894804950002 13.317304170000002 190.64005357525002 16.535386346650004 13.256376188400003 13.140498728250003 20.315138807500002 37.882159664350006 244.71629622840001 156.40313730310001 20.911722254300006 92.695347879750017 86.904409066750006 16.535386346650004 15.205355270700002 16.245379570700006 15.975373262050001 13.855323727400002 14.705343588000002 162.62753922915002 162.32075757215003 24.176603375500004 169.78554988275002 88.350799540950007 70.128430332750014 69.545034918450014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 8 -7 -8 9 10 -5 13 -13 -6 23 -16 -14 18 21 20 -20 -18 -23 -15 -25 27 -27 -26 29 -29
right_child=3 2 -4 4 11 6 7 -9 -10 -11 -12 12 16 14 15 -17 17 -19 19 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0027661347544369243 0.0013424722278620295 0.00074769353077636363 -0.00102798017952991 0.002129369316691573 0.028480481299042244 0.0002498656876575315 -0.075928301464393652 -0.011525811814239638 0.002234203693394908 -0.0029530606806209871 -0.00013883752162317887 0.003932983680806041 0.0001153657332405056 -0.0021253820431584242 -0.0046345313334303397 -0.00033638900085249454 -0.011224157747238315 7.763875366965505e-05 0.04999960513220552 0.087434139706354677 -0.023586514527475899 -0.098819963214697937 -0.062679787023200359 0.10013926239064511 0.00016007519376349692 -0.10010633355113552 -6.7301662167526999e-05 0.013604391150450671 0.00074785475374052556 0.10009535162057551
leaf_weight=0.51691684332788268 0.51280102287785823 1.011632085425952 0.50440522220651463 0.51265739551342449 0.0041995894862435481 0.51666732453250963 0.024586942206475726 0.010608737854202577 0.5243872269531592 0.54653594423994167 6.5333370387634853 0.52656623901202415 8.1373585914929354 0.51749359450696886 0.53835118604423371 3.5170650097032166 0.0081930570026149119 0.50551257977349451 0.010768107173134922 0.019767586220041267 0.0058062802854692555 0.0031655234210876682 0.0057619508312904411 0.0040827421471466554 4.5136154213811208 0.0064957698461957083 12.723543705284749 0.052004741855707581 1.0235725819767969 0.017499463234798895
leaf_count=57 26 50 38 28 3 331 39 30 57 149 846 23 215 61 60 86 29 8 35 34 20 37 43 1 55 21 1989 87 167 8
internal_value=-4.04125e-07 -0.000586334 0.000156904 2.84221e-05 1.19101e-05 -0.000244305 -0.00337044 -0.056516 -3.1761e-05 -0.000188263 2.61943e-05 8.10144e-05 0.000478469 -7.8934e-05 -8.41683e-05 -0.000906962 0.000269297 0.00251018 0.0255109 0.0586048 0.0242212 -0.0447378 -0.0754945 9.27706e-05 0.000155357 0.000133095 -0.000118349 0.000704 0.00295001 0.0353807
internal_weight=43.3554 2.03295 1.51604 41.3224 40.8096 8.66878 0.551863 0.0351957 8.11692 7.59253 7.04599 32.1408 9.2229 22.9179 22.9137 4.05542 8.69633 0.558975 0.0534625 0.036342 0.0165744 0.0171205 0.00892747 18.8583 18.3408 18.3367 12.73 5.60669 1.09308 0.0695042
internal_count=4633 145 88 4488 4462 1480 400 69 1080 1023 874 2982 444 2538 2535 146 421 206 198 89 55 109 80 2389 2328 2327 2010 317 262 95
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=5 5 14 6 2 17 17 18 6 19 6 4 19 6 9 5 16 8 3 17 13 15 3 19 9 7 14 12 13 3
split_gain=6.60585e-05 0.000406317 0.000609284 0.000332298 0.000216726 0.000380068 0.000122193 0.000120163 0.000316504 9.73658e-05 9.78612e-05 0.000260731 0.000313771 0.000197407 0.000290372 0.000289067 0.000127507 0.000337379 0.000198654 0.000467808 0.000199376 0.000145089 0.000233817 0.00011778 0.000324805 0.000131376 0.000107964 0.000623346 0.000235067 0.000913011
threshold=23.605484525250002 22.958759589950002 289.07138706530003 16.405383309150004 206.22726210890002 191.75825325995004 188.85216786605002 13.220529463200002 16.505385645700006 14.651182102100002 16.455384477450004 265.91245918190003 14.251149826300002 16.515385879350003 200.52256857420005 20.911722254300006 22.624947093000003 8.543332867800002 93.292185584700022 186.34046889365004 117.55283175385001 37.050691080100002 93.499196860750018 14.351157895250003 194.29956510785004 23.602039070650005 227.64501646235001 144.66294237600002 109.58961877145002 83.17551763980002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -6 -9 10 16 13 -13 14 15 -12 18 21 20 -20 26 -18 -23 25 -25 -15 27 28 29 -1
right_child=3 2 -4 4 7 -7 -8 8 -10 -11 11 12 -14 23 -16 -17 17 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=7.9817410474257054e-05 -0.0027188324878860172 0.0042483896739895699 -0.0005212765571914889 -0.00072195446566677285 -0.00083165768699808729 -0.0031781980058320268 0.0012276079613988305 0.0029857645456819221 0.00014616453635863077 0.0013442796960224147 -0.0004500723158357737 -3.406188485905659e-05 -0.003533706344669923 -0.00060357250538006964 1.3526202154570319e-05 -0.0037843224962699415 -0.00047723900821801607 0.0029463982402739668 0.00079636617714797886 -0.0034749368752002583 0.0019919605419691042 0.0026064816798587083 9.8612143228524893e-06 0.0029283397428447808 6.082793667416929e-05 0.00047990421778214216 -0.00028495045831308178 0.0034797608572355067 0.0011750863446973493 -0.004089482243009551
leaf_weight=10.602558540501732 0.52638968957824595 0.55888301956706266 0.51425512834339893 0.87314053912554068 0.51118845837884519 0.51889059945743543 0.50885506545205317 0.52996654634016427 1.5135124288024082 0.52274095850225322 0.5078080396342568 0.50596221068917546 0.51896919749060544 2.5255103452676524 1.5104450033788905 0.53286525048315525 1.5072516854825151 0.53334441821471035 0.50427267347333771 0.52169073289606771 0.51525858759123266 0.52882927611790354 1.0073804050553006 0.52795652169515994 1.5687239600665632 2.0096627913299017 8.1587038682365769 0.54794671850718479 1.584031053809668 0.55260564477533414
leaf_count=474 167 74 38 487 151 37 17 60 54 37 12 9 55 43 15 29 39 39 89 42 29 44 14 40 53 10 1901 81 187 306
internal_value=-1.73607e-07 4.43088e-05 0.00196273 -0.000342748 -6.2032e-05 -0.000870557 -4.11954e-06 0.000539578 0.000882601 -1.08932e-05 -3.01581e-05 -0.000293321 -0.00180609 -0.000124478 -0.000872031 -0.00215734 7.09697e-05 0.000626381 -1.54528e-05 -0.00137554 4.8087e-05 0.000219815 0.000903729 0.000163088 0.000782884 -0.000123453 1.3834e-06 0.000177201 3.51491e-05 -0.000126722
internal_weight=43.3496 38.3677 1.07314 4.98194 4.45555 1.90089 1.382 2.55467 2.04348 37.2945 36.7718 10.2079 1.02493 9.18297 2.55112 1.04067 26.5639 3.57681 22.9871 1.02596 21.9611 3.04346 1.53621 6.63185 2.09668 4.53517 21.4458 13.2871 12.7392 11.1552
internal_count=4633 3660 112 973 806 541 504 265 114 3548 3511 266 64 202 56 41 3245 136 3109 131 2978 97 58 146 93 53 2949 1048 967 780
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=8 19 18 17 5 17 5 15 2 15 15 14 16 18 9 19 10 18 2 16 6 9 3 0 3 18 13 6 16 9
split_gain=8.78709e-05 9.81985e-05 0.000295251 0.000480948 0.000341774 0.000235634 0.000514495 0.000210542 0.000196658 0.000101216 0.000344148 0.000167958 9.74397e-05 0.000357994 0.000834108 0.000229456 0.00021438 0.000208482 0.000335716 0.000157329 0.0002825 0.00116543 0.000211352 0.000388619 0.000319132 0.000156567 0.000650333 0.00058585 0.000415734 0.00849312
threshold=8.8430989333000021 14.451165964200003 13.602243858600003 203.65799419860002 23.605484525250002 188.27285108100003 21.438877744300004 36.370482311550013 106.99702195580001 11.870705757150002 12.537637863700001 376.77911191245005 22.574947209950004 13.552878921100001 194.43273554075003 14.351157895250003 62.165217350350012 13.956123578150001 158.58656282205001 22.624947093000003 16.475384944750001 199.89081775665002 93.017962855400015 86.208098410950015 92.367355987800025 14.380989918050002 109.34496908160001 14.375335877400001 20.629951758200004 191.20686769655003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 8 -7 11 -11 -1 13 14 -12 16 -15 18 -18 20 -14 -22 24 -24 -21 28 27 -27 29 -19
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 12 -13 19 15 -16 -17 17 25 -20 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.050962153461011662 -0.0012596589104418689 -0.00093445777235465059 0.0039738203598361048 -0.00025141323058328475 -0.0023613203943783929 0.0026688390802973878 0.00354374456525024 -0.00055757856023588436 -0.00010590772578111547 0.040961856080604021 0.00033400108798539995 0.0066821101941048474 -0.0002441058605995686 -0.0020395051180443673 0.0046807084253857817 -0.0021403120259955045 0.0031893213195883599 0.00080657245510020587 8.2907444355624586e-05 0.00040943200009052692 -0.005564216784336249 0.00020475960531335033 -1.3906251204780281e-05 0.002103522111370043 -0.0020940364433517824 5.0952719086332982e-05 0.0034101245018604968 -0.0033586606348233721 -7.78204578781483e-06 -0.040926306283242592
leaf_weight=0.0010207089110205753 0.54688104759021072 1.0506333552912108 0.54690133923619277 0.53093258084447825 0.51967451051940017 0.51818693988025255 0.55937169574008283 1.5098788298491852 0.50371980428462848 0.0020467444409949511 2.5313179654549276 0.0010013301422583361 5.0395676469502595 0.5081448709132087 0.5347287873555614 0.52198375575164746 0.53160641793659191 0.50876811045128301 1.0067442170525858 1.016571413136717 0.53502721960890642 1.0135561470833634 5.4398751099996172 1.0310610150263526 1.0202263108221812 13.179862010419244 0.55572960430631546 0.52397140479927529 1.5058862558198596 0.053934923064666407
leaf_count=283 204 30 75 103 83 39 69 20 6 100 754 221 89 14 83 45 74 87 62 40 44 13 157 22 17 1422 116 184 17 160
internal_value=-9.80216e-08 1.59954e-05 0.000400906 0.0018925 5.60153e-05 0.000359321 0.000799055 0.000192644 0.00130111 -4.36095e-05 -4.23889e-05 -0.0224162 -4.46535e-05 8.97808e-05 0.00109208 -7.2846e-05 -1.41138e-05 4.34907e-05 0.00115639 -0.000240239 -0.000607099 -0.00178839 4.38468e-05 0.000323479 -0.000844548 -6.13605e-05 5.65806e-05 -7.94152e-05 -0.000874373 -0.00319351
internal_weight=43.3488 42.8019 5.7393 1.07783 4.66147 4.14179 3.09116 2.53179 1.02191 37.0626 37.0606 0.00202204 37.0586 21.9627 3.06605 18.8966 18.3746 17.8665 1.53835 15.0959 6.58815 1.54858 8.50773 6.47094 2.0368 16.3282 14.2596 13.7038 2.06859 0.562703
internal_count=4633 4429 425 178 247 164 134 65 45 4004 3500 504 3400 3018 837 2181 2136 2122 136 382 146 57 236 179 57 1986 1722 1606 264 247
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=12 13 15 8 2 2 3 9 3 19 18 16 18 17 4 16 18 8 16 14 7 17 0 7 7 0 0 18 7 18
split_gain=7.26096e-05 0.000245188 9.70895e-05 8.98446e-05 0.0011658 0.00134895 9.34959e-05 0.00024721 0.000239959 0.000176688 0.000258324 0.000556689 0.000272525 0.000324532 0.000247907 0.00017926 0.000369936 0.000750762 0.000263707 0.000207 0.000263287 0.00371918 0.00819524 0.00449204 0.00240468 0.00202522 0.00111635 0.000244694 0.00019341 0.000860443
threshold=82.846568806150017 104.55682515125001 30.247508226550003 8.8430989333000021 59.078594408600004 60.643165405350004 93.883646373400012 184.83999455315004 93.82450029455002 14.451165964200003 13.602243858600003 22.534947303500005 13.471502260950002 193.09202135800004 234.32920076730002 22.574947209950004 13.552878921100001 8.4434108459500017 22.534947303500005 156.96193988595004 23.666491602800004 193.09202135800004 93.308316333500017 23.432223030750006 23.493869161500005 90.490812212800009 97.32487278035002 13.713893333650001 23.276000438150003 13.122774073950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 8 -8 9 15 12 -12 13 14 -11 16 17 18 -7 -18 21 -21 23 25 26 -23 -24 -22 29 -17
right_child=3 2 -4 -5 5 6 7 -9 -10 10 11 -13 -14 -15 -16 28 19 -19 -20 20 27 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024624585274135762 -0.10011716359980544 0.00062385314097668481 -0.0010749633722044595 -0.0012491332432160494 0.092009336581441864 0.0023191155917480508 1.1442634599710166e-05 -0.0023326517904814865 0.0015976900874151798 0.0019865005444720612 -0.00036279442542017483 0.0041990368998737681 -0.00080277245471686062 0.0030858124528702611 -0.00069824784138806061 -0.00010174127317146031 -0.018044820756763554 0.0046030873102428458 -0.00028673444042731161 6.0726950261766543e-07 0.0022013634613952471 -0.055869196836703806 -0.10004891554054263 -0.1003792424098037 0.098974767161136401 0.018392738900516081 0.036648441706548324 -9.4920526231135235e-06 -3.8911473502486298e-05 -0.0033399067559345529
leaf_weight=0.51765669038306228 0.0011619842862263799 1.0107721810198742 0.5042482874887354 0.54304629668025128 0.0015950476739153832 0.52428346891381838 1.870792265654893 0.59235279453631551 1.0185164298522966 0.52269902729313056 0.52062973592484219 0.55021368162715589 1.5240609975603954 0.53289316196514835 1.0056929238116934 3.5500261570458624 0.0063678813603570408 0.5344778605222017 1.4978306889756821 0.5119131929858235 0.51646936219185846 0.0076469101424141428 0.0010460830524436906 0.013311820660263152 0.0050402591791396389 0.0070653245754783711 0.001392917473626909 16.305767900998742 8.0798278415446116 1.0672881009286355
leaf_count=57 5 50 38 169 4 174 656 193 29 25 37 102 26 53 31 68 7 40 9 251 8 18 15 17 11 24 37 2286 132 61
internal_value=-6.70272e-08 -0.000583557 5.84315e-05 2.86415e-05 4.5661e-05 4.85158e-05 4.49178e-05 -0.00055228 8.33202e-05 4.19531e-05 0.000618218 0.00198114 0.000211152 0.000960822 0.000219917 -4.02785e-05 0.000146792 0.00126991 0.000388897 -1.84561e-05 -1.18475e-05 -0.0021701 -0.033469 -0.0582894 0.0595309 -0.020206 -0.0219808 5.83847e-05 -0.000333951 -0.00085024
internal_weight=43.3461 2.03268 1.51502 41.3134 40.7704 40.7692 40.7676 2.46315 38.3045 37.2859 4.65619 1.07084 3.58535 2.06129 1.52839 32.6298 19.9326 2.55659 2.02211 17.376 17.3697 0.547417 0.0355033 0.0280241 0.00747926 0.0147122 0.002439 16.8222 12.6971 4.61731
internal_count=4633 145 88 4488 4319 4314 4310 849 3461 3432 274 139 135 109 56 3158 2897 223 183 2674 2667 373 122 59 63 42 52 2294 261 129
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=15 13 7 19 16 3 19 8 19 5 9 9 3 18 15 5 7 18 17 12 17 9 17 17 17 18 0 8 2 14
split_gain=8.79065e-05 0.00025509 0.000165167 0.000152167 8.2322e-05 0.000363486 0.000113137 0.000291889 0.000149033 0.000265721 0.000239397 0.000135882 0.000221146 0.000881883 0.000294751 0.000419425 0.000439842 0.000263621 0.000515048 0.000256891 0.000286545 0.000215894 0.000259142 0.000130339 0.00497864 0.00124735 0.00275373 0.000230932 0.000127567 0.00021453
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 22.704946905950003 95.346167596350014 14.551174033150001 8.543332867800002 14.451165964200003 22.825270530250005 197.00658341100004 199.17419511990002 93.394346993650018 13.122774073950001 37.491361913600009 20.911722254300006 23.432223030750006 13.193283301750002 191.20566072810004 86.655272465950006 183.32030055335002 200.84251237905002 192.19686994285004 196.01244718945003 197.02652249450003 14.390586827150001 93.972365491700018 8.4434108459500017 63.108627198800008 170.46434352985003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 8 -8 11 10 -10 12 14 -14 15 19 -17 -16 -19 20 -1 22 -13 27 -25 -26 -27 -21 -23 -30
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 21 13 -15 17 16 -18 18 -20 23 -22 28 -24 24 25 26 -28 -29 29 -31
leaf_value=7.8126984090165928e-05 -0.0025527532298491706 -0.0011001784673036735 0.0014470336952354503 0.0016952220998106664 0.0026663457750319675 -0.00055881056407039767 -0.0027526925896311344 0.00013545012875914464 0.00086686316780146657 0.0027400212838532279 -0.0015946874018843951 0.0017951606646899312 -0.00017694414599084458 -0.0047466027008619379 -0.00040434847185282755 -0.0043012219673401039 -0.00015906644585961081 0.0041845684168740488 0.0003549801363518665 -0.00020444404620501914 -0.0032668602192215397 0.00084166376684060174 0.00014948161935455367 0.056676299648598077 -0.027900782317520967 0.047291385491888938 -0.00035339110266033606 0.0020087691251669659 -0.0021283431299806504 -5.1601957816648927e-05
leaf_weight=0.51023524131745679 0.51682918187770432 0.50848144759369318 0.50976963241680551 0.53981818087890943 0.58665169116647919 0.8642700311434055 0.53375842101092885 1.0160434883807736 1.5288781046110704 0.53063643243005376 0.53277530710874987 1.5438390459022446 2.0547267690819209 0.53158121696958893 1.0134603221667942 0.5216806873337736 0.50404730088909044 0.53429485300661372 1.0247731402981797 6.0526406325612818 0.5141651923509899 1.5139764442297252 2.5166598088292176 0.01592138082841299 0.015625973813655492 0.012423137016916996 0.51555968324687185 0.51127610396360967 0.51418864691472066 15.253669305234913
leaf_count=26 112 41 25 70 56 61 85 30 50 51 84 43 611 165 20 92 68 25 35 889 30 56 47 39 24 25 502 21 97 1153
internal_value=-1.35801e-07 -0.000743351 0.000175039 2.71534e-05 5.33361e-06 0.000745218 -2.16277e-05 -0.000859239 1.22952e-05 0.000744389 0.000230746 -4.09021e-05 -0.000279058 -0.00111618 -9.47376e-05 -0.000360009 -0.00226575 0.000851216 0.00166739 -0.000120097 -0.00160078 0.000119031 0.000775184 9.28357e-05 0.00155792 -5.64077e-05 0.000767664 -3.20526e-05 -3.51369e-05 -0.000119324
internal_weight=43.3427 1.53508 1.01825 41.8076 41.2678 1.45092 39.8168 1.5498 38.267 2.59229 2.06165 35.6747 14.3324 2.58631 11.7461 9.17358 1.02573 2.57253 1.55907 8.14785 1.0244 21.3423 4.0605 7.12345 0.55953 0.543609 0.527983 6.56392 17.2818 15.7679
internal_count=4633 178 66 4455 4385 117 4268 115 4153 185 134 3968 2572 776 1796 1716 160 80 60 1556 56 1396 90 1500 590 551 527 910 1306 1250
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=9 17 15 2 12 16 17 17 10 13 2 16 15 18 18 5 8 3 8 10 5 9 19 19 9 9 8 9 10 10
split_gain=7.64222e-05 0.000564329 0.00176743 0.000431369 0.000498733 0.000555175 0.000308856 0.000451411 0.000317097 0.000225946 9.81361e-05 8.64021e-05 0.000296674 0.00180702 0.00112428 0.000655214 0.00022217 0.000113413 6.99075e-05 0.00448597 0.00145186 0.00146476 0.000518633 0.000124449 0.000316786 0.000239904 0.000387713 0.000227796 9.22251e-05 0.000475875
threshold=181.33671263215004 186.18082682465004 33.629340877950007 316.46407472665004 279.38363401210006 13.534968349350001 166.68115439205005 182.02915412410002 66.52858489605002 116.36722171835002 45.979371440700014 22.704946905950003 16.701926737050005 12.722397935550001 17.267778657600005 13.477720021600001 8.543332867800002 93.883646373400012 8.8430989333000021 61.821094709650005 13.153721664750002 202.05151640955003 12.050972309250001 14.451165964200003 192.39832633775004 201.16241229375001 8.543332867800002 198.14098854835004 61.885617704800005 61.923256118600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -2 12 14 -14 -12 -16 -13 18 19 -15 21 -21 -23 28 -25 27 -27 -26 -22 -30
right_child=10 -3 -4 -5 -6 6 7 -9 -10 -11 11 16 13 17 15 -17 -18 -19 -20 20 23 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.053192570165646637 -0.015889050673784925 -0.00057342688001791198 -0.083289347710780781 -0.06322831624967945 0.059234399014964571 -0.030953510927259339 -0.011030584809287178 -0.034826842796258174 0.075716498078252148 0.047706627982047743 -0.094811457023866244 0.0017746675480720259 0.06633492395027546 -0.10039578207295825 -0.035446408492433232 0.072460062209730294 -0.0007487955310272131 -0.0014627879597654311 -0.0011262340424899207 -0.019591713515823655 -0.0013730918254729781 0.099426418873921271 0.032068412894721308 0.0028009459102971614 0.00044984529431727085 -0.00047283272745883315 0.0033690786765054369 -0.0014794617151693708 0.0029918185496609784 -5.7799855922503765e-05
leaf_weight=0.00179659470403086 0.0038767037940335971 1.0158021490589151 0.0034195233847924564 0.0010064100037150718 0.0014698915482684862 0.0014672168976115757 0.0013992467741483772 0.0011273352969825845 0.0013752682971368557 0.0012311223020914641 0.0015111151918373996 0.88339223025468416 0.0041058757007509375 0.0044479219213816581 0.0011649812216353722 0.0010884731365194966 0.57663239442695158 0.52961782974040161 0.53417127519389751 0.0024124601298102224 0.5054984716407408 0.0031984352342036004 0.0017788309530715196 0.54194629680838247 1.5447435781716201 0.51675539361940515 0.53422747138938576 1.0135199452245158 0.51936704904073749 34.587925231690477
leaf_count=268 23 773 16 107 84 286 115 37 30 137 64 39 28 3 252 15 100 191 79 39 7 16 71 84 53 56 45 34 12 1569
internal_value=-2.89331e-08 -0.000851065 -0.0205833 -0.000862618 0.00549874 -0.00390791 0.00950755 0.021073 0.0368053 0.0164609 2.069e-05 2.21479e-05 -4.87e-06 -2.28267e-06 -0.0280761 0.016675 0.000778033 -8.95198e-06 1.01494e-05 2.54105e-05 3.66414e-05 0.0443574 0.0753533 2.84048e-05 0.000546568 0.000208062 0.00148006 -0.000314498 -3.19947e-05 -1.26847e-05
internal_weight=43.3415 1.03009 0.0142926 0.0108731 0.00986668 0.00839678 0.00660019 0.00513297 0.00400564 0.00263037 42.3114 42.3075 40.8475 40.8437 0.00376457 0.00225345 1.46002 40.8396 40.31 39.7758 39.7714 0.00738973 0.00497727 39.764 4.15119 3.60925 1.05098 2.55826 35.6128 35.1073
internal_count=4633 1853 1080 1064 957 873 605 319 282 252 2780 2757 2618 2287 331 267 139 2259 2068 1989 1986 126 87 1860 272 188 101 87 1588 1581
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=15 8 19 15 19 13 6 3 6 13 12 14 13 6 17 3 15 0 16 14 16 3 3 3 6 3 16 6 6 16
split_gain=6.72068e-05 0.000243145 0.000146492 6.3592e-05 0.000514827 0.0129017 0.00346535 0.00296973 0.00105373 0.000839345 0.000498707 0.000458784 0.00121946 0.000111721 0.00262683 0.000210908 0.000282641 0.000172882 0.000510642 0.000332228 0.00368467 0.00462077 0.00189221 0.00223092 0.00190806 0.00207563 0.002305 0.00107076 0.00214825 0.000575478
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 23.884857921950005 12.651020723000002 104.72350955535002 13.705320222600003 81.075831839950027 13.005303866850001 100.61016861575001 58.770113158150004 144.12207640715005 113.98793627290001 16.455384477450004 170.27155321280003 92.738363209800013 37.408632939650005 85.990333302400003 22.644947046300004 295.47576256845008 22.604947139800004 92.585121096400016 92.316275283350009 90.730084986350008 15.885371159150003 82.831394999100013 18.044957803000003 13.775321858200002 13.705320222600003 19.794953710800005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -9 -6 -5 12 -12 14 -13 16 -15 -16 19 -19 21 22 23 24 25 26 27 28 -21 -27
right_child=1 -3 -4 10 5 -7 -8 8 -10 -11 11 13 -14 15 17 -17 -18 18 -20 20 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-1.074163139069486e-06 0.00026200053776360386 -0.0023860660775829896 0.0016606860723829165 0.059409027928209436 -0.0186670930728168 0.00026937553894612409 -0.098029671921754769 -0.013618931036479541 0.097336419016382167 -0.10003118883304102 -0.06850514487821005 0.086809468850870208 0.012861588906874147 -0.0031330051654659026 -0.00083790968173866472 -5.4768311732885268e-05 0.00015973040013062036 0.00024748599842939773 0.0032702615652580799 -0.062401006229416113 -0.00035602850834839662 -0.10029479419334671 0.10004843660575953 -0.1000645834882604 0.10000982626365883 -0.10006744528645083 0.082410555359473114 -0.10004592395205048 0.10001340001995428 -0.033552032656635082
leaf_weight=5.0813510704180205 1.0071317912675346 0.52880295295338831 0.53969850420730736 0.0014153990500805893 0.0020876019726938332 0.50420098960321935 0.017216415638446701 0.0014821319149501688 0.0020258264694348327 0.003228869276426849 0.0034318818579684987 0.0035011632474163381 0.0039758009549342166 0.53612352225718207 1.5369799448369672 13.10731186866051 0.50741955795820104 18.866297896368572 0.54901605731538339 0.0020242202602001602 0.50991399635955759 0.0083012438226433005 0.0014223661273717872 0.0028977037218282922 0.0015730337381683066 0.0025091297875641802 0.0031320722606551499 0.0014382013901013124 0.0013626110703626182 0.0027008109602491004
leaf_count=1748 51 127 70 12 76 134 39 66 19 68 11 25 35 75 82 621 10 891 80 94 35 11 1 16 17 152 26 12 5 24
internal_value=-3.70094e-08 -0.000649695 2.38323e-05 2.42379e-06 -0.000310485 -0.00327559 -0.071913 -0.0209595 0.0504572 -0.0680822 5.16743e-05 4.93177e-05 -0.0248345 5.44892e-05 0.000198143 -0.0001637 -0.00153192 0.000184032 0.000262754 0.000177658 -0.00227435 -0.0380247 -0.0109043 -0.0198519 -0.00408312 -0.0165188 0.0156081 -0.0277553 0.00294257 -0.0655861
internal_weight=43.34 1.53593 41.804 41.2643 5.61159 0.530242 0.0260408 0.00882443 0.00350796 0.00531647 35.6527 35.6513 0.00740768 35.6439 21.4931 14.1509 1.04354 21.4896 19.9526 19.4036 0.537275 0.0273614 0.0190601 0.0176378 0.0147401 0.013167 0.0079571 0.00482503 0.00338683 0.00520994
internal_count=4633 178 4455 4385 2150 402 268 229 85 144 2235 2223 46 2177 1471 706 85 1446 1364 1284 393 358 347 346 330 313 137 111 99 176
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=13 4 16 5 7 18 19 3 0 7 9 3 14 3 16 17 6 15 14 2 15 4 19 5 8 9 8 6 17 18
split_gain=5.9139e-05 0.000255289 0.00019838 0.000206398 0.00020875 0.000642125 0.00128333 0.000344999 0.000489313 0.000538213 0.000191291 0.00029696 0.000176155 0.0076055 0.0010421 0.000782294 0.00183336 0.00175279 0.00239739 0.00179696 0.00289409 0.00157191 0.00348481 0.00142791 0.00103971 0.000709199 0.00128406 0.000439832 0.000418444 0.000340373
threshold=117.55283175385001 143.58239362595003 22.574947209950004 20.315138807500002 23.276000438150003 13.141419083100002 14.451165964200003 93.571785230250015 85.799452775150016 22.557405306150006 199.39609444495002 93.394346993650018 296.81449678410007 93.077108934250006 19.314954833200002 204.73764675200002 11.685273024550002 42.968808980200009 300.29716420680006 316.46407472665004 35.929665612950011 330.20885572415006 14.251149826300002 13.252098438300001 7.943800736700001 212.49340169810003 8.3434888241000014 8.5551998908500018 198.90226058785004 14.693728290050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 7 -7 -5 9 -9 11 -2 -3 15 -15 21 23 18 -18 20 24 -14 25 27 -20 26 28 -17 29 -23
right_child=2 12 3 4 -6 6 -8 8 -10 -11 -12 -13 13 14 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018729634257959423 0.003715066754318647 -4.8787604584204551e-05 0.0019968679539249458 0.0024692181335615529 0.00034043270429208092 -0.0061223273602287395 0.00079428987538483992 -0.00042572757521482541 -0.0031081025311821687 0.0031172973404960573 -0.00034513348919168978 0.00030686918575723759 -0.00010164645356399284 -0.0052807141891056866 -0.10019913708559561 -0.03429216004926576 0.10003021656290119 0.099099292912749729 0.09018846443652892 0.069012513183126331 -0.075069107533796017 -0.052650661731548823 -0.10010017459020887 -0.10005618118858456 -0.018189631331991456 0.06759769387872766 -0.10007787422934569 0.049333299277230784 0.04712570762151358 0.0075218592041676373
leaf_weight=0.0072156604723997422 0.51829691688180735 29.562236369848488 0.5131809475396939 0.51553826713643536 6.0901570697409966 0.54216565539334716 0.5309748433929542 2.4343236207310364 0.52749103513178841 0.5204096594582327 0.50474986645622255 0.50449595516739321 0.51536529088219241 0.0013318353125970914 0.0087945279131624587 0.0011333820462606772 0.0028297110984567561 0.0032719811264882983 0.0020271505291020731 0.0026445826513139545 0.0049339633502114566 0.0012489841613124719 0.0050978560317105357 0.0020472741016703822 0.0015712872404822775 0.0014084917452421583 0.0013082885282713619 0.0014131065153151212 0.0019552104607671872 0.0038007985582928505
leaf_count=33 18 2556 15 13 186 52 41 131 45 40 11 105 227 100 42 226 4 18 11 45 27 73 19 46 38 40 8 46 106 311
internal_value=-3.03003e-07 -7.76299e-05 0.000176187 3.59654e-05 -5.41961e-05 -0.000528145 -0.00270008 5.4879e-05 -0.00030256 0.000198296 0.00124783 0.00203396 -8.21347e-05 -0.00183568 -0.0877153 -0.000260396 0.0182731 0.0332012 0.0178074 -0.00300926 -0.0253321 -0.00102498 -0.0331349 -0.0378764 0.0428643 0.00198009 -0.00913729 0.0121136 0.00784725 -0.00736087
internal_weight=43.3334 30.1316 13.2018 11.6742 11.1611 5.0709 1.07314 3.99776 3.48222 2.95473 1.52754 1.02279 30.1244 0.562184 0.0101264 0.552057 0.0218724 0.0172787 0.0140067 0.011177 0.0085324 0.530185 0.0148196 0.00459376 0.00359844 0.00972177 0.00831328 0.00254649 0.00700499 0.00504978
internal_count=4633 3976 657 523 508 322 93 229 216 171 134 123 3943 1387 142 1245 461 143 125 121 76 784 557 318 49 538 498 272 490 384
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=16 3 3 6 19 9 8 13 18 18 2 2 12 18 19 4 7 17 15 5 4 15 2 5 4 3 16 15 10 16
split_gain=6.33713e-05 0.000330155 9.82384e-05 0.00243571 0.00295923 0.00241915 0.0015246 0.00137693 0.00134417 0.000671137 8.77399e-05 0.000458221 0.000404222 0.00209191 0.000351405 0.000243323 0.000294774 0.000504043 0.00022592 0.000761636 0.000471582 0.000241809 0.000175887 0.000193525 0.00035724 0.000166477 0.000151783 0.00014166 0.000162494 0.000161867
threshold=22.704946905950003 95.002044955650021 93.883646373400012 16.545386580300001 14.351157895250003 186.70853236170004 8.6432548896500023 117.67650082785001 13.007379166650002 12.252111811850002 121.84632764400003 135.87377242040003 145.32166322050003 12.783127173500002 14.551174033150001 228.08113677860004 23.109894804950002 190.37043331840002 37.882159664350006 20.872540794500004 244.71629622840001 38.567335632300008 173.47633273965002 23.195398057700004 274.52314445175006 93.776108048150022 22.594947163200004 46.674706678850008 61.987779113750001 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 7 -6 -7 8 9 -4 12 14 13 -1 -12 -13 17 26 19 -18 -20 -22 -23 24 -24 -15 -17 29 -29 -25
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 11 15 -14 25 -16 16 18 -19 20 -21 21 22 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.061884762831270139 0.0024685687750510658 -0.00058946437378589475 -0.0088276025262674484 -0.00019387803230511985 -0.0077606593444126837 -0.10008397883782164 -0.02123327940090174 0.098163376173750982 -0.091573232117326347 0.083012734016174455 -0.003907966139003286 0.0021028194856107028 0.0029159883459772386 1.1540314636097031e-05 -0.00024702828240579861 -0.0019408757858821908 -5.6560271195692314e-05 -0.0037917179714145456 0.0033364121796556501 -0.0039793571177873131 0.002336625649509119 0.0010774654645754251 -0.0001843365956970135 0.0014071433912484542 -0.0030821766120172566 0.0018233258344985707 -1.2101869467325242e-05 0.00028548359078607637 -0.0018968642090028396 -0.00022063834877910187
leaf_weight=0.0054753983167711287 0.59231290005027293 0.87398558435211271 0.0018113826539960225 1.0086948134844425 0.0082996063135283293 0.008695633998723612 0.0034152037694248358 0.0019673310946455302 0.0012231073825372373 0.0014190315089066428 0.55207464272749607 0.52136645396854575 0.51850031038702482 17.314142911589641 0.49934657287667505 0.5116276632575304 8.1217145373240562 0.53115231067349178 0.52170796238351513 0.52706341102192666 0.51758652828944285 1.520858254096537 2.0031779775054028 1.5513093471940922 0.54011854696620742 0.52245805382699373 2.0143843235969641 1.0106352679590598 0.51506927156627558 1.0077359582573988
leaf_count=16 65 101 60 496 38 56 21 7 68 107 156 15 22 1101 3 204 1516 105 13 59 29 15 15 48 140 28 53 17 48 11
internal_value=-3.57573e-07 0.000645832 -2.29911e-05 -0.000984872 -0.0307215 -0.0493483 -0.0778484 0.028489 -0.00228951 0.0315153 1.40555e-06 -0.000131118 0.000163568 8.35814e-05 -0.00216929 -3.10513e-05 -8.42973e-05 -0.00099156 7.12029e-05 -0.000295619 0.000416489 0.000240715 0.000107591 -0.000114955 -0.000799749 6.461e-05 -0.000402763 0.00031142 -0.000451265 0.000766133
internal_weight=43.3293 1.4663 41.863 1.03553 0.0268313 0.0204104 0.0121108 0.00642085 0.00445352 0.00323041 40.8275 22.4669 18.3606 17.8421 1.05142 21.4155 20.8941 3.05716 17.837 8.64878 9.1882 8.66649 8.1489 6.62805 2.5433 17.8366 2.52601 4.08475 1.5257 2.55905
internal_count=4633 166 4467 853 357 115 77 242 235 167 3614 2447 1167 1145 159 2288 2273 362 1911 1575 336 323 294 279 155 1129 257 124 65 59
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=13 13 19 16 8 5 18 15 15 13 3 17 9 7 19 9 14 14 14 5 5 19 12 16 18 15 15 3 7 8
split_gain=6.33585e-05 0.000270902 0.000370013 0.000490512 0.000859789 0.00025933 0.000218958 0.000362087 0.000292844 0.000213342 0.000190578 0.000174382 0.000162777 0.000345189 0.000499 0.000290227 0.00016138 0.000225553 0.000140218 0.000140558 0.000948997 0.000346343 0.000401814 0.000409788 0.000314066 0.00110587 0.000195628 0.00029629 0.000156934 0.000116887
threshold=117.55283175385001 117.60660091645001 14.351157895250003 22.614947116400003 8.7431769115000026 24.310960779100004 13.602243858600003 44.483611103700007 41.54912092575001 117.62810858150002 93.292185584700022 162.04221493815001 194.57718764590001 23.445318439400001 14.151141757350002 190.36745536595001 129.42733769190002 142.92771580715001 144.12207640715005 20.911722254300006 21.191508333600002 14.551174033150001 178.58312952045003 22.614947116400003 13.141419083100002 37.882159664350006 42.968808980200009 93.077108934250006 22.773029501100002 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 10 -5 -2 7 9 -8 -3 -4 -1 15 14 -14 -11 -13 -18 -19 29 -21 22 24 26 28 -26 27 -24 -22 -20
right_child=1 6 3 4 -6 -7 8 -9 -10 12 -12 16 13 -15 -16 -17 17 18 19 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.040220275108911858 -0.0023209303630355154 -0.002130458935904076 0.0012603067252131763 0.0058538888660123693 0.00013420433514378015 0.00040343652864802755 -0.00052643903029055865 -0.0028553359076210808 0.0028456135608337201 -5.2296205138431323e-05 -0.00051283061635417878 -0.025006322298320439 -0.00029443406477074594 -0.00025807348200921655 0.0040878396894096485 -0.0025824506652311514 0.02915713184714518 -0.026454005637154211 -3.3083037207712167e-05 -0.0044842052926417188 0.00090363024877229779 -0.0026101057953286902 -3.9130515029927844e-05 -0.0031664312828435272 -8.4112815834943547e-06 0.005613128890431314 0.001625510925125737 -0.0026876404127113905 -0.001575921381403095 0.00068383379045319336
leaf_weight=0.0010822643558573422 0.53604544474865079 0.51147511471994977 1.5201411030720926 0.55018030547279273 0.50317151705985452 1.0034698776786966 0.50794697612150208 0.54417133197596879 0.52242399829736996 2.3927384613765637 1.0081761711043382 0.0025969293637889681 0.49902992695569992 1.999479893353282 0.54210014821501318 0.5593398936507582 0.0026389784079609005 0.0020155868057142303 19.843933841047651 0.54109336661165564 0.51401921909710979 0.52638446402080852 2.5201507706101296 0.5265615198380259 1.0140194799563289 0.53434258544439206 0.51483465885504598 0.5074401057519754 0.50703838810841262 2.5685725332874609
leaf_count=357 39 18 33 80 11 24 32 96 33 160 23 11 2 14 72 20 10 13 2456 129 267 57 136 73 39 27 60 166 14 161
internal_value=-3.4228e-07 0.000182348 0.000751341 0.00130862 0.00312168 -0.000545164 -0.000178343 -0.000377393 0.00118328 -0.000170076 0.000553261 -8.03873e-05 -2.75744e-06 0.000510777 0.00198735 -0.000531693 -7.89452e-05 -7.67962e-05 -7.93576e-05 -7.75925e-05 -0.000446015 -0.000141046 5.47349e-05 -0.000563502 0.00103379 0.00193159 -0.000176591 -0.000483035 -0.000327669 4.90788e-05
internal_weight=43.3266 13.1999 5.12118 3.58167 1.05335 1.53952 8.07871 7.04833 1.03037 6.50416 2.52832 30.1267 5.99269 3.04061 1.04113 2.95208 30.1256 30.123 30.1204 30.1184 7.70588 7.16479 6.63841 4.06899 2.56942 1.54836 3.54243 3.02759 1.02106 22.4125
internal_count=4633 657 210 147 91 63 447 382 65 286 56 3976 268 88 74 180 3619 3608 3598 3585 968 839 782 435 347 66 362 302 281 2617
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=8 8 5 16 13 13 19 16 2 6 0 12 0 3 17 12 17 15 19 7 10 12 9 9 5 2 4 13 6 9
split_gain=9.99643e-05 7.18679e-05 0.000158105 0.000113222 0.000102636 0.000255193 0.000369436 0.00103216 0.000274414 0.000248017 0.000917828 0.000249749 0.000245885 0.000152332 0.000150911 0.000128519 0.00175754 0.002665 0.000896901 0.00146766 0.000961039 0.000368834 0.000273173 0.000414771 0.00034582 0.000245153 0.000183439 0.000151027 0.00106968 0.0100038
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 117.60660091645001 117.55283175385001 14.351157895250003 22.614947116400003 258.06114663960005 16.515385879350003 85.769879735700016 198.57093999515004 86.208098410950015 93.292185584700022 185.54770736950005 148.96091148645004 183.32030055335002 28.444110612900001 10.550851274900003 24.068567769550004 83.602982482550019 144.66294237600002 61.192192081150004 66.544071737050004 20.165068834500001 134.46474107450004 228.08113677860004 109.58961877145002 16.445384243750002 192.57902085675002
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 8 13 -7 11 -11 14 -13 -8 -6 21 17 18 20 22 -17 27 24 -24 -20 -18 -27 -1 29 -29
right_child=-2 2 -4 -5 9 6 7 -9 -10 10 -12 12 -14 -15 -16 16 25 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00016044771357118324 -0.0013445661321826821 0.0014934395188956871 -0.00011561233871516899 0.0013831353219967515 0.00010808257795079639 -0.0023706595670651884 0.001135277903996666 0.0052897671507878049 0.00043325353015155491 5.5043271509775611e-06 -0.0049004575659273384 -0.00030566464536499601 0.0018855864053728554 -0.00045014377813342842 -0.0016152983337411081 0.075915119322338076 -0.0023491315440642849 -0.093435686195728174 0.01618563265729461 -0.10003071780870598 -0.040944180464683899 0.0027498588381337603 0.062153030431049389 -0.018734231517069055 -0.053905426817238734 0.001678652477257962 -0.00023955363700296729 -0.00011335599936855812 -0.00016913092392990955 0.041193537395382868
leaf_weight=10.146196550825838 0.54616852281460282 1.0231109143205679 1.5148397792596169 0.57048247497004823 1.0042729990764194 0.53524363734455604 1.5188790905522189 0.54808373129510801 1.0033281988871747 1.3674570339708276 0.52880818913399696 1.014260378715756 1.0343029875639329 1.0083996032375493 1.0284538841660831 0.0022054007366277828 0.53561211685515075 0.0050658498110514047 0.0013866953486036948 0.0019057578238488304 0.0010335499325589415 0.52028313527305137 0.0014079908085307125 0.0011531291311774328 0.0014296489494363129 0.51733891078401839 13.720110272460763 0.52827738111895106 3.0305255353120986 0.065948915438639233
leaf_count=923 204 34 38 36 11 42 33 80 19 126 46 41 37 18 39 62 62 48 42 39 153 72 38 136 51 10 1725 77 246 145
internal_value=-2.40544e-07 1.69224e-05 0.000533036 -1.56276e-05 -3.57421e-05 3.20062e-05 0.000722914 0.00135583 -0.000542181 -0.00041762 -0.00136261 2.14463e-05 0.00080068 0.000502685 -0.000763858 -7.76161e-05 -0.000284277 -0.0338448 -0.00515505 -0.0246248 0.0386253 0.000136237 0.00209887 0.025734 -0.0193944 -0.000248865 -0.000169853 3.74917e-05 0.000591552 0.004471
internal_weight=43.326 42.7798 2.53795 40.2419 39.6714 33.6938 4.61393 3.07536 1.53857 5.97756 1.89627 4.08129 2.04856 2.52728 2.03273 29.0799 14.7886 0.015588 0.0105222 0.00728322 0.00323895 14.2912 0.00537746 0.00256112 0.00281634 14.7731 14.2374 13.7709 3.62475 0.594226
internal_count=4633 4429 72 4357 4321 4021 192 131 61 300 172 128 78 51 50 3829 2366 569 521 306 215 1463 267 174 93 1797 1735 1391 468 222
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=8 19 5 9 9 17 13 9 19 16 9 9 7 7 9 6 9 2 9 7 18 17 9 7 0 5 6 10 9 18
split_gain=8.09043e-05 6.8689e-05 0.000343956 0.000473018 0.00031899 0.000252691 0.00053785 0.000805857 0.000137126 0.000283327 9.02483e-05 0.000295667 0.000313229 0.00026625 0.000216332 0.000629308 0.000275538 0.000234243 0.000193168 0.000166325 0.000365536 0.000534846 0.000164404 0.000163897 0.000258097 0.000117198 0.00031026 0.000105831 0.00482046 0.00127372
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 201.16241229375001 199.39609444495002 188.27285108100003 117.53132408880002 196.51002155900002 14.551174033150001 22.624947093000003 199.17419511990002 201.65416293750005 23.602039070650005 23.736034462250004 197.47612518640003 16.415383542800004 197.20558004415003 100.92170827030002 199.39609444495002 25.334697901700004 14.766942149300002 209.54662559615002 205.22231928645002 25.554696898500001 98.230883170350012 17.456790312050007 16.100376182700003 61.93938686740001 185.00606802455005 13.023955459300002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 -8 -7 -10 14 13 -13 -12 16 17 27 -16 -15 20 22 -22 -14 24 -21 -24 -27 28 -1 -30
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 11 12 19 18 15 -17 -18 -19 -20 23 21 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.00029087078849633039 -0.0012090906048394989 -0.0007955684803136817 -0.0021270834370427784 0.0033558865679188554 -0.0021071483645644009 0.00086441525712848744 0.0054068648352691108 -8.558137905563247e-05 -0.0024310618666332608 0.00090443620522410745 0.0014349177093907711 -0.0026093799513745696 -0.0017449651505800651 0.0014141075598447833 -0.0020994606293879467 -0.0041519827185446936 0.0022094347490292988 0.00036037915207122071 -0.00012916473004254936 0.002988289142775886 -0.004384814464061945 0.00016612002211444582 0.0010337832171856257 5.0212839207627157e-05 -0.000187303694630658 -0.0024213272919889253 0.00020552855855867399 -6.5298748802228974e-05 -0.018196966659759103 -0.056203109576479296
leaf_weight=0.86327921635690863 0.54660058942012213 1.0525456222676464 0.51540931524922573 0.54953307559233611 0.50965402667028303 1.0156925645860619 0.56505618691608084 0.50665524408395868 0.51371971256071403 0.50500713012297638 2.5428521154663066 0.51122636245872755 0.55016839558015806 1.0146410492634457 0.51846645943106029 0.5221938869653967 0.51786736844573589 1.5281783194296563 4.0421127155036762 0.52055869119243492 0.53157759502622759 0.50222577413228464 1.012746898878049 5.5560887495843785 0.50347570757338644 0.52837627167499901 3.016867346811523 12.226831804129889 0.017431518909290844 0.017844964610958414
leaf_count=448 204 31 84 118 27 30 74 8 26 27 33 16 153 11 23 27 16 51 117 66 107 12 18 670 24 67 64 2039 25 17
internal_value=-1.81584e-07 1.52653e-05 0.000337369 0.000580802 0.000254133 0.000543512 0.000997274 0.00281029 4.21951e-05 -0.000777576 -3.45851e-05 0.000103104 -0.000182384 0.000600228 -0.000211519 -0.00105336 -5.3011e-05 -0.00026276 0.000180494 -8.48571e-05 -0.000459108 -0.00217395 -0.000112053 0.000264473 0.00142698 8.50465e-05 -0.000185973 -0.000142277 -0.00118973 -0.0374228
internal_weight=43.3249 42.7783 5.73327 5.21786 4.66833 4.15868 3.10613 1.07171 2.03442 1.01873 37.045 20.8329 13.2333 7.59961 16.2121 2.56884 13.6433 2.04664 5.05675 12.7221 6.14196 1.0338 5.10816 6.58012 1.02403 4.55799 3.54524 13.1254 0.898556 0.0352765
internal_count=4633 4429 425 341 223 196 165 82 83 53 4004 1358 1197 161 2646 101 2545 74 128 1181 421 119 302 760 90 149 131 2529 490 42
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=12 12 7 7 9 19 8 2 12 6 5 8 9 9 7 17 6 17 17 16 15 19 16 7 15 5 5 12 6 0
split_gain=7.71398e-05 0.000482547 0.000387842 0.00322764 0.0035426 0.00224325 0.00181822 0.00279089 0.000309512 0.000303415 0.000336072 0.000439552 0.000339393 0.000121443 0.000358519 0.000593701 0.000250415 0.00173622 0.00129915 0.000825716 0.000247945 0.0117989 0.000236919 0.000245734 0.000110405 9.80739e-05 0.000459332 0.000173226 0.000147527 0.000305394
threshold=147.73915704645003 144.66294237600002 22.502236473750006 22.172877373800002 185.62570708695003 13.651101412550002 8.4434108459500017 156.09660346185004 155.27099795600003 8.7252038630000026 20.872540794500004 3.0476216663000004 66.544071737050004 189.68479361675003 23.109894804950002 190.03457182425004 16.525386113000007 180.67147619190004 169.38704859920003 22.544947280100004 41.29990759910001 14.351157895250003 22.674946976100003 23.156313609200001 43.79812286300001 17.513369806650005 17.687678651600006 120.41084184385001 13.825323026450002 97.886760529650019
decision_type=2 2 2 2 2 2 2 2 2 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 5 9 7 -5 -4 -2 -11 -12 -13 20 15 24 17 18 -16 -18 21 -10 23 -19 -15 27 -27 28 29 -1
right_child=2 -3 8 6 -6 -7 -8 -9 13 10 11 12 -14 14 16 -17 19 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026925220426260786 -0.037175420200070877 0.0031287288666609473 -0.0025006738442403856 0.1000269062327493 0.067284089026140734 -0.10008838960398184 -0.10014498634747036 -0.087511467503061463 0.00017132784887230267 0.050870830431167961 -0.051007821482470996 0.049375866041950378 -0.02005712639896302 0.00023499326185606143 0.013053363942648161 -0.0042498723420971137 0.00048897673132033666 0.0022206523580450238 -0.10007989933748539 -0.004345110807639452 -0.00011127582249176418 0.096393351613208902 0.0022369273347158914 9.8685941382453223e-06 -0.0015662255100733703 0.0031451759672031345 0.00011547689435713141 -0.0019533989914981226 -0.00040762409760319613 2.0510894547636705e-05
leaf_weight=0.51526873356206326 0.0014267590545573696 0.52687660432253736 0.52986370563643248 0.0014260818425100297 0.0069768338639448748 0.0028727276164464965 0.0051568581578020911 0.0017889961215535877 0.51226688478772242 0.0017560744399802708 0.0012453237705951632 0.0016681550000612333 0.0012180342001064828 1.0141159581180637 0.0015348956556441298 0.53160899481259427 1.0130677220367932 0.51881685096305474 0.0029968245990090736 0.5426007973952095 1.0149593555488365 0.01306874374859035 0.52429734882025414 16.260199634039946 0.51215534081935121 0.52511509332361939 10.63738173009104 0.52384994374233151 5.0591522058475675 2.5181807553989182
leaf_count=38 62 73 82 2 19 55 16 47 839 53 50 49 171 19 26 61 23 17 32 68 39 11 56 1019 47 16 1064 193 111 275
internal_value=-1.42563e-07 0.000141925 -0.000125476 -0.0124427 0.0123871 -0.0252103 -0.0633479 -0.00432684 -0.000111795 0.00419828 0.0142245 -0.00135179 0.0200736 -5.54426e-05 -0.000118534 -0.00137185 1.81945e-05 0.000127428 -0.0617616 -0.0011971 0.000801512 0.00256504 0.000143637 7.82273e-05 -0.000369423 6.23619e-05 0.000258002 -0.000191088 -7.70098e-05 0.000474385
internal_weight=43.3229 20.3058 23.0171 0.0255358 0.0171639 0.0101871 0.00837194 0.00321508 22.9916 0.00731435 0.00588759 0.00413151 0.00288619 22.4617 20.9214 2.05788 18.8635 17.3078 0.00453172 1.55567 1.54029 0.525336 17.3033 16.779 1.52627 19.7789 11.1625 8.61645 8.0926 3.03345
internal_count=4633 1770 2863 524 459 440 65 49 2339 385 323 270 220 2257 1368 127 1241 1150 58 91 889 850 1092 1036 66 1697 1080 617 424 313
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=8 19 5 9 9 5 19 0 9 9 17 2 9 9 17 15 7 18 8 18 12 9 16 5 2 0 9 2 18 16
split_gain=7.14777e-05 7.94837e-05 0.000290556 0.000436045 0.000270879 0.000231779 0.000137609 0.000375967 0.000183136 0.000331212 9.02536e-05 9.57287e-05 9.01777e-05 0.000240568 0.000256828 0.000576268 0.000254745 0.00019584 0.00108372 0.00048843 0.000316418 0.000204707 0.000182817 0.00118835 0.0167614 0.0152968 0.00306422 0.00364156 0.0019392 0.00295909
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 201.16241229375001 199.39609444495002 22.887221773600004 14.551174033150001 86.264556031700025 182.80199813410005 197.00658341100004 162.04221493815001 35.561888367500011 199.17419511990002 201.65416293750005 192.19686994285004 22.151858238250004 23.602039070650005 13.055593598800002 8.4434108459500017 12.98549864095 87.111491403900018 193.49750438550004 22.534947303500005 19.897785533950003 164.37582864125002 93.308316333500017 190.07378137140003 97.889449657450015 13.453871405300001 20.804951349000003
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 -3 -10 -1 -12 17 14 15 -14 -15 19 20 21 -19 -13 23 25 28 26 27 -22 29 -25
right_child=-2 2 -4 -5 -6 -7 7 -9 9 -11 11 12 13 16 -16 -17 -18 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.026963744025104697 -0.0011360761756952563 -0.00016858085835479288 -0.0019026227562614309 0.0032502224731302005 -0.0019031618993280036 0.0024863117389263018 -0.0025082250812509068 0.00070270606056901128 0.0034677826880323867 -0.00010850171840590648 -0.027938693944547927 -0.00028246005783399432 -0.000138698749733881 -0.0023440711501985633 7.066520783990249e-05 0.0026041086240324402 -6.9154883216757782e-05 -0.0026225026744659068 -0.0047356790497671006 0.0031874629871740559 0.099991720136299977 0.0018311609344932131 -0.00041195929434140893 -0.050315627952357445 0.00048332768879671322 0.0003557341193578383 -0.09441458918679406 -0.077545329960840736 0.088112123815732565 0.10001665287846635
leaf_weight=0.0012449512583988511 0.54686962203270795 1.0017928576235173 0.51603452218375423 0.54917147911444875 0.51027911146080374 0.53247791988803772 0.56785462734205827 1.019091592315817 0.53214681841200195 0.50445515495084692 0.0012297190332749555 3.8823291516820291 1.5065787150825358 0.51205003591121467 4.5317782764652463 1.5583315385389154 12.722293980111358 0.52157872256803095 0.55922417531169166 0.52736303915315375 0.0019418421640395858 0.51954459034479317 6.5681580402602622 0.0027471227111067744 0.50999137519080717 3.0620652776946575 0.020565272920066491 0.0028524783853117741 0.025366629139559116 0.002501732171367621
leaf_count=375 204 16 84 118 27 48 57 23 44 8 6 407 20 16 83 45 1107 40 68 53 6 25 143 83 148 1195 31 61 86 6
internal_value=-5.95556e-08 1.44648e-05 0.000360951 0.000584838 0.000271273 0.000538136 0.000251995 -0.000446257 0.000795603 0.00172741 -3.9167e-05 -3.8262e-05 -3.73356e-05 0.000100295 0.000548837 0.00125586 -0.000157174 -0.000214242 -0.00044407 0.000311553 -0.000220146 -3.29935e-05 -9.7255e-05 0.000472483 0.00479756 -0.000284836 -0.077631 -0.00563755 0.0766638 0.0213364
internal_weight=43.3199 42.773 5.7333 5.21727 4.6681 4.15782 3.62534 1.58695 2.03839 1.0366 37.0397 37.0385 37.0373 20.831 7.59669 3.06491 13.2343 16.2062 11.277 4.92924 10.7178 4.40187 10.1962 3.62803 0.540607 3.08742 0.0253596 0.00479432 0.0306155 0.00524885
internal_count=4633 4429 425 341 223 196 148 80 68 52 4004 3629 3623 1271 148 65 1123 2352 1867 485 1799 432 1759 1616 323 1293 98 67 175 89
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=16 3 2 12 12 0 15 13 17 19 12 3 3 4 16 4 17 16 3 5 14 2 17 5 17 7 3 13 16 0
split_gain=9.00801e-05 0.000365357 8.16809e-05 0.000327896 0.000283427 0.000127956 0.000847699 0.000385153 0.00143591 0.00240969 0.00103005 0.000591221 0.00049957 0.000464855 0.000302204 0.000436976 0.000225884 0.000198742 0.000182971 0.000323261 0.000164365 0.000116627 0.000106984 0.000173381 0.000275424 9.49555e-05 0.000590812 0.0113832 0.00459158 0.00893189
threshold=22.704946905950003 95.002044955650021 121.84632764400003 155.27099795600003 145.32166322050003 86.345209775600011 41.29990759910001 117.55283175385001 183.32030055335002 10.650859343850001 214.56503753290002 78.322850714350025 83.613736315050019 286.34948838025008 22.644947046300004 228.08113677860004 192.92322630085002 22.604947139800004 93.668569722950011 22.705169530700005 240.47187913080003 282.08781659895004 190.37043331840002 22.127107789600004 195.14561408000003 23.695207782600004 83.17551763980002 109.47132661375001 18.754956142750004 94.985914206850012
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 6 -5 8 9 11 -11 -7 -12 -9 15 -10 17 -8 19 -19 -17 -15 -22 -24 -25 -1 -27 28 29 -28
right_child=1 -3 3 5 -6 7 16 13 14 10 12 -13 -14 21 -16 20 -18 18 -20 -21 22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00033017866731532912 0.0026865282591154597 -0.00052969160696597661 -0.0025991057769442476 -0.0042822865263666974 0.0024369226567332002 -0.028762297546174057 0.00091624515324112855 0.0022801900736019879 0.0027787839398566248 -0.095713964352922662 -0.065450905610744667 0.059800461785033857 0.021470449200464987 -0.00078009388706450425 -0.0025186987870538958 -0.0011689804378015784 0.0018163385109470521 1.0436054536043604e-05 -0.00025319870676448873 -0.0035534254286218947 -0.00082990949886989481 0.00073570120334118326 -8.3498490123044518e-05 0.0029203866487157466 -0.00034041769589429675 4.715274806494734e-05 0.042159764120589978 0.00045158403896036954 -0.10010156614457547 -0.084237181660385282
leaf_weight=7.6845546218115848 0.59283680318139775 0.87380898793071538 0.53549115977170814 0.53635595413388948 0.51672366409184078 0.0010963725685109171 1.022509252365303 1.5388734347070561 0.51447526118135734 0.0048459199779395945 0.0012190701984522434 0.0024123173985431956 0.001444947401969543 1.0178859624181771 0.52728104757443439 1.5199239954282777 0.54357054256523785 0.50003443658351876 3.01480663149332 0.51835261211181205 1.5126773405232619 1.0125183884174473 7.6151948921251238 0.51974943538561591 0.51638803604794192 10.092832486806437 0.010019425408700822 0.5402395766468544 0.01471643987497373 0.012648501082367147
leaf_count=757 65 101 282 281 22 193 34 23 11 79 28 33 36 31 44 47 107 2 87 39 233 36 1221 19 74 465 83 57 78 65
internal_value=2.39553e-08 0.000770345 -2.69729e-05 -0.000153585 0.000127183 -9.52316e-05 -0.000484499 5.12422e-05 -0.000206037 -0.0362898 -0.0682546 0.0321269 -0.0183053 0.000969324 -0.000174794 -7.34773e-05 -0.000120708 -0.000328972 -0.000644664 -0.00180355 -0.00019907 -2.41999e-05 -5.40299e-05 8.16319e-05 0.00129527 6.216e-05 -0.000130859 -0.00324127 -0.0566064 -0.0283686
internal_weight=43.3155 1.46665 41.8488 22.9771 18.8717 22.4416 6.13563 16.306 12.7367 0.0110186 0.00750994 0.00350869 0.00266402 3.56928 12.7257 12.1984 5.59927 5.0557 4.03319 1.01839 11.6839 2.0304 10.164 8.65133 1.03614 18.355 10.6705 0.577624 0.0373844 0.0226679
internal_count=4633 166 4467 2940 1527 2658 550 2108 2018 369 143 226 64 90 1649 1605 269 162 128 41 1594 67 1547 1314 93 1505 748 283 226 148
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=16 3 9 19 9 17 19 17 4 17 17 12 16 15 2 3 7 15 5 5 9 15 17 6 15 15 2 6 9 16
split_gain=7.30917e-05 0.000296666 8.41525e-05 0.000227981 0.000190941 0.000429996 0.000189902 0.000291202 0.000311198 0.000145762 0.000575718 0.000261893 0.000120955 0.000333465 0.000674349 0.000559266 0.0145559 0.000894672 0.00256412 0.00313003 0.000727625 0.000510017 0.000352256 0.000263795 0.000236697 0.000220783 0.000515462 0.000923008 0.000220427 0.000214941
threshold=22.704946905950003 95.002044955650021 199.17419511990002 14.551174033150001 198.14098854835004 182.02915412410002 14.451165964200003 193.58688265170002 234.32920076730002 204.55825889135002 209.54662559615002 79.204428604100016 22.554947256700004 35.293770423450006 161.07012613040004 86.26455603170001 23.432223030750006 30.247508226550003 17.886193876600004 20.769304081650002 53.996381295800006 27.063546193350003 171.19957438235002 14.325334709150001 21.086216674150005 35.645792850250011 140.61735485095002 16.415383542800004 197.47612518640003 22.624947093000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 12 8 -8 11 -11 -4 13 15 -15 23 17 18 20 -20 -17 22 -21 24 -1 -14 27 -27 -25 -28
right_child=1 -3 9 -5 5 -7 7 -9 -10 10 -12 -13 25 14 -16 16 -18 -19 19 21 -22 -23 -24 28 -26 26 29 -29 -30 -31
leaf_value=9.050166278052101e-05 0.0024232199366910553 -0.00047661362825487637 0.031097598347489167 -0.0022038099432730228 0.00065776255997277171 -0.0034155787617237464 0.0014362367793553858 0.0028542291359412602 -0.0010424392766845373 -0.0035169419517901584 0.00016100600043081911 0.00018472312721541889 0.00036968122321311375 0.0042515813009824125 0.00011728745897241757 0.0064774415242048414 -0.10023766677407156 -0.0012473596373020171 0.098589475073363866 -0.016342213605630807 -0.10005853972351471 -0.074775262065290768 0.050205062498345054 0.0028496167347505067 -0.0023846647160367211 0.00029848501744122747 -0.0011235957586752134 -0.0056351510785860905 -7.3168461544293806e-05 0.00020567175591800727
leaf_weight=1.5165295058842616 0.59159744671933256 0.87399654392129378 0.0027409519753963654 0.5426135561077875 0.50327010923501692 0.5342849415198998 1.0234211885835973 0.52396834792986258 1.0028690431789185 0.53835215734831576 2.0320204493132659 20.852385781380928 2.5131420729485399 0.53364366650203043 1.5134507387890961 0.0010195681875908432 0.01507903052283921 0.51396909802693602 0.0056078001024811872 0.0024564055916816152 0.0017269673446396183 0.0010214247314123959 0.001176337408280507 0.52836934597919316 0.51842945133816121 0.50850274736148982 2.0270956966943707 0.54114528807986062 0.50431405729614198 3.0418479753129777
leaf_count=968 65 101 38 109 10 52 38 30 35 177 353 1059 22 110 36 43 40 67 28 397 16 73 184 49 324 17 58 47 10 77
internal_value=-2.22887e-07 0.000693925 -2.45353e-05 -0.000184464 -0.000123169 -0.00143979 -4.20432e-05 0.000752853 0.000209469 0.000101213 -0.000609322 0.000188786 -0.000183919 0.000175484 0.00119503 -0.000402709 -0.00336381 -0.000591847 0.0253076 0.0482761 -0.0605103 -0.0123464 0.00520681 0.000120522 -0.000540076 -0.000419453 -0.000743581 -0.0027606 0.00142227 -0.000325909
internal_weight=43.31 1.46559 41.8445 18.419 17.8763 1.03756 16.8388 2.55026 2.02629 23.4255 2.57037 20.8551 14.2885 5.65679 2.04709 3.6097 0.542057 0.526978 0.0130085 0.010262 0.00274654 0.00465417 0.00363274 3.06764 2.03496 8.63173 6.11859 1.04965 1.03268 5.06894
internal_count=4633 166 4467 2840 2731 62 2669 103 73 1627 530 1097 2566 2345 146 2199 848 808 741 682 59 654 581 1351 1292 221 199 64 59 135
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=6 4 7 6 6 3 10 13 7 17 3 7 0 18 4 16 14 3 3 6 14 4 14 15 16 16 13 7 4 5
split_gain=6.481e-05 0.00054551 0.00207662 0.00219624 0.000924305 0.000244241 0.000160551 0.000287043 0.000302168 0.000342827 0.000284546 0.000550803 0.000185444 0.000179752 0.000758403 0.000573131 0.000493522 0.000290514 0.000144301 0.000363084 0.000191104 0.00103507 0.000216582 0.000193814 0.000199547 0.000168413 0.000180647 0.000141546 0.000118498 0.000141202
threshold=16.465384711100004 157.77812180380002 22.343045670750005 16.625388449550005 18.145423964950002 101.45434446875002 62.041548276350007 117.57433941890001 23.109894804950002 186.34046889365004 93.216908757050007 24.068567769550004 85.990333302400003 13.304953393500002 141.79569928155004 22.514947350300002 144.12207640715005 93.077108934250006 92.695347879750017 16.565387047600002 279.85995519795006 292.86872700255009 276.70898201215005 42.968808980200009 22.684946952700002 22.604947139800004 117.56896250265002 23.322419822750003 262.59164170980006 22.825270530250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 7 -1 9 -9 11 -10 -8 15 -15 -14 -16 -18 19 -3 22 -22 23 24 28 26 -23 -27 29 -20
right_child=1 18 -4 4 5 -7 12 8 10 -11 -12 -13 13 14 16 -17 17 -19 20 -21 21 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0028258739929971251 -0.1000792751371955 -0.003193178017452199 0.055250761882588519 0.0705641942878487 -0.046346002175884346 0.011250920242703711 -0.0018843271209058117 0.00073080686664008475 0.0044467361130001758 -0.0029150551045674282 0.00015172598128069344 -0.00017025163553258257 -0.00031975453043628496 0.067773856542654415 -0.068289403653505443 0.0037458580728914025 5.340751150851179e-06 -0.0024021674498687132 -3.7737605587023041e-05 0.00054088103861976678 -0.0048535162118115713 -0.00031080084090376027 0.0021127088050051993 0.0014019847577135989 -0.0019673504799462586 -0.0019862136440654413 0.0023524828819625645 5.4178989204507236e-05 -0.0014951802848579068 0.001674211243348988
leaf_weight=0.52580781917784847 0.0023032094562455141 0.52149979131399671 0.0076596984581556171 0.0020019482619353379 0.0014701472667013604 0.0014748277820777478 0.52036114713052839 0.50388440040518367 0.52923109557013981 0.52835069993620465 2.0132290069323631 0.50490860735772003 1.0156811919869273 0.0016486564709400344 0.001059869180607075 0.52646538702265377 21.941337267132695 0.51294170688373597 7.0665989895187407 0.52011022376020577 0.52192819106616806 0.5055867258751906 0.51000403423768226 0.89103199949028145 0.56296988590395436 0.51134548834766835 0.51319385834588027 1.0145911219501611 0.5103846015559047 0.51704414787704589
leaf_count=101 9 36 12 23 24 16 189 20 18 43 34 33 75 6 6 41 2988 23 95 42 40 93 14 60 58 47 21 59 22 385
internal_value=-2.84092e-07 -0.0001756 0.0189421 -0.0194176 0.0181373 -0.0175018 8.50791e-05 0.000626825 0.000343396 -0.00113533 0.000844285 0.00219254 -1.66751e-05 2.38202e-05 -4.78974e-05 0.00106818 -5.28768e-05 -4.9656e-05 -0.000195722 -0.00132864 -0.00010581 -0.000796869 0.00010489 -2.35632e-06 -0.0001469 3.51596e-05 0.00103078 -0.000629562 -2.02807e-05 7.89811e-05
internal_weight=43.3061 14.1812 0.0149098 0.00725013 0.00494692 0.00294498 29.1249 4.60541 4.0796 1.03224 3.04737 1.03414 24.5195 23.9991 22.457 1.54215 22.4553 22.4543 14.1663 1.04161 13.1247 3.06665 10.058 9.54803 8.657 2.54472 1.01878 1.52594 8.09403 7.58364
internal_count=4633 1056 84 72 63 40 3577 249 148 63 85 51 3328 3139 3023 116 3017 3011 972 78 894 260 634 620 560 220 114 106 502 480
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=8 19 2 8 5 6 10 2 4 17 3 6 15 18 6 5 17 12 2 6 15 5 4 2 18 2 2 16 10 0
split_gain=6.63893e-05 8.33459e-05 0.00020802 8.25946e-05 0.000113486 9.77965e-05 0.000228029 0.0110539 0.00997315 0.00374565 0.000204343 0.000182622 0.000162464 0.000212844 0.000359997 0.000987144 0.000229385 0.000163779 0.000165373 0.00013667 0.000293927 0.00026066 0.000128083 0.00011882 0.000170337 8.97176e-05 0.00210236 0.00198843 0.00182166 0.00175555
threshold=8.8430989333000021 14.651182102100002 241.49325970385004 8.7431769115000026 21.990725385850002 16.455384477450004 61.93938686740001 167.53567362910005 294.26523424930002 197.18249712500003 92.738363209800013 16.565387047600002 33.787611863550005 13.258241318650002 16.525386113000007 24.310960779100004 191.06791329340004 247.65401887280004 163.12111328040001 16.425383776450001 42.33967733730001 21.324133279950001 312.89209607035008 106.26660184425002 13.1052958007 199.01127796720002 207.58106365020004 19.224955043700003 71.658163008950012 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -9 -10 11 -7 -12 14 15 -14 -15 18 -18 20 25 -21 -19 -16 -25 -8 27 28 -27 -28
right_child=-2 2 -4 4 -6 10 19 8 9 -11 12 -13 13 16 23 -17 17 22 -20 21 -22 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.1002435809559086 -0.0010950499620900251 0.0022813713372725592 -0.00055650662601062443 0.0013591834061849025 -4.668191935150498e-06 -0.0029300605489713384 -1.5237603233135213e-05 0.098041324570338095 -0.093105144144837143 0.036940807035165717 0.0015928364084523605 -0.00026826321375782115 -0.0053775093023377026 0.0015487373959433655 -0.00049780930971092768 -0.00010350656525119848 0.00011747808186036696 -0.00010268101677692978 -0.0011989860382741583 -0.0004495236008545391 -0.0023567371500990029 0.0012104966556670774 0.0021415148340482755 0.0020283816331391688 -0.00054677672605638397 -0.10007901104507505 0.087516556799749831 0.097183013522935943 0.044450317010862141 0.0001182572695959802
leaf_weight=0.0070640725706525567 0.54686495211396291 0.53090953798903118 0.50302438097423874 1.0218641979845409 1.5141218888623198 0.52283655904056903 20.911870359545564 0.013383063459065703 0.0052094336291196308 0.0038528286031009884 0.51144834517712823 0.50837654986562697 0.54924075173403242 1.0178133077642995 2.9130159757842198 1.0029700352787747 2.5214758977526799 0.50025802228719818 1.5351840498447016 1.5072934109921323 0.53437601780312149 2.5396969125449189 0.51727902581408536 0.5185934124728282 0.50894684558807057 0.0012516336099607228 0.002308352572166549 0.004412424202200782 0.0028757662169374143 0.52771651593420343
leaf_count=23 204 41 8 33 35 44 1946 20 31 20 482 16 51 13 41 43 25 24 39 102 155 39 37 29 14 18 15 9 74 1002
internal_value=-2.13192e-07 1.37893e-05 0.000900701 -8.18827e-06 0.00054489 -4.39791e-05 6.81382e-05 0.00885368 0.0431892 -0.037816 -0.000266561 -0.00161782 -0.000151364 -0.000228368 -0.000679778 -0.00196968 0.000178639 -9.61832e-05 -0.000380719 5.8179e-05 -4.01289e-05 0.000592225 0.00103819 -0.000171677 0.00075289 1.75828e-05 0.00129196 0.0505138 0.000621812 0.000498892
internal_weight=43.3055 42.7587 1.03393 41.7247 2.53599 39.1887 26.0613 0.0295094 0.0224453 0.00906226 13.1274 1.03121 12.0962 11.5848 5.49277 1.55221 6.09201 5.0742 4.05666 26.0318 21.9848 4.04699 1.01754 3.94056 1.02754 21.4504 0.538565 0.00853982 0.0041274 0.530025
internal_count=4633 4429 49 4380 68 4312 3454 94 71 51 858 60 798 316 178 94 138 125 64 3360 3219 141 61 84 43 3064 1118 101 92 1017
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=5 6 7 9 12 5 7 8 5 9 19 10 17 7 15 12 2 10 17 15 2 5 18 16 5 5 7 9 9 19
split_gain=7.67672e-05 0.000853938 0.00444416 0.00254202 0.00259161 0.000764598 0.000436934 0.000429788 0.000140453 0.000234846 0.000138723 7.34551e-05 0.00035322 0.000517012 0.000258741 0.000206524 0.000156519 0.000150617 0.000231222 0.000115116 0.000850863 0.000458361 0.00189769 0.00093001 0.000389528 0.000140986 0.000137395 0.000294624 0.000602847 0.000216586
threshold=25.546339592900001 16.475384944750001 23.473156321500003 227.40597858270002 197.98050398640004 31.794087907800002 21.554186973500006 9.3427090425500019 24.453399453300005 192.57902085675002 14.651182102100002 61.93938686740001 188.27285108100003 23.602039070650005 42.629181320700006 160.67073594290002 199.01127796720002 61.987779113750001 185.54770736950005 37.882159664350006 147.79312796670004 20.911722254300006 12.783127173500002 22.584947186600004 21.191508333600002 21.363989181350004 23.131311951800004 200.84251237905002 194.82237869650001 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 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 -6 -3 10 -10 11 12 14 -14 15 -1 -15 18 -13 21 -21 22 -19 24 -23 -26 29 28 -28 -22
right_child=1 2 -4 -5 6 -7 -8 -9 9 -11 -12 17 13 16 -16 -17 -18 19 -20 20 26 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028361240126159931 0.00043113594334043525 0.040876073879150016 0.093339794526499764 0.10000999097298745 -0.029922118002682321 0.08126250137589168 -0.10010178293308179 -0.025128661007700837 0.00035807002789914495 -0.0026724652324727396 0.0016122606360174608 0.00015730230544998053 0.0040111330296468501 0.0014503888429899989 0.00081017733915281014 -4.6655963230580387e-05 -0.001031392378442154 0.071729549631770986 -0.0015872420939789301 0.0040978263219029346 -0.0016404784464670143 -0.0029852401459667236 6.1778058069747528e-05 -0.0050093466095609464 0.001522033023599507 -0.00033820975269131847 -0.00054726292291622149 -6.7373615298341095e-06 0.0042620544071438667 9.3020466090489352e-05
leaf_weight=0.56180352450495252 0.51077753742563348 0.0014342339391304323 0.0059687250441129427 0.0017609161222935663 0.0011639448288318791 0.0013425289879208657 0.0037304070267371037 0.0031602424551682162 0.50627949377814008 0.51665809260089546 0.53573541845980699 1.5056340175215148 0.55149718190163666 0.50778111416411753 0.86478285426710488 0.50310032327240684 0.5087025239293439 0.0036953020351536683 1.5335789466819276 0.55964471237278246 1.0092603889825107 0.51300800878567754 22.410517979005398 0.53052889680839133 0.51018549214592601 2.0225227326758044 0.51120528016781486 3.5538737923400157 0.53175732696895039 2.5212920593275001
leaf_count=56 112 294 14 7 102 30 32 32 86 66 55 9 45 10 12 18 32 19 46 77 27 88 2801 33 17 209 24 189 39 52
internal_value=-9.15228e-08 0.00119679 0.0222666 -0.011422 -0.0295381 0.0148746 -0.0834121 -0.0045243 -1.49035e-05 -0.00117257 1.3461e-05 -7.32139e-06 0.000431072 0.0015459 -0.000474787 -0.00151828 0.000208373 -4.79759e-05 -0.00072299 1.11838e-05 0.000326332 -9.41512e-05 7.35935e-05 -0.0011455 -0.000472457 3.65152e-05 6.66306e-05 0.000426961 0.00190478 -0.000402526
internal_weight=43.3024 0.529339 0.018561 0.0125923 0.0108314 0.00593701 0.00489435 0.00459448 42.773 1.02294 41.7501 41.2144 3.49767 1.56798 1.92969 1.0649 1.01648 37.7167 3.03921 34.6775 8.68703 25.9905 22.4142 3.57625 3.04572 2.53271 8.12739 4.59684 1.04296 3.53055
internal_count=4633 623 511 497 490 356 134 326 4010 152 3858 3803 173 87 86 74 42 3630 55 3575 408 3167 2820 347 314 226 331 252 63 79
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=8 19 3 10 5 15 13 17 13 3 17 2 9 9 15 12 5 17 18 16 17 15 18 8 18 12 9 7 4 15
split_gain=0.000106547 0.000101021 0.000229416 0.000206173 0.000183075 0.000538887 0.000123607 0.000228993 0.000142746 0.000344068 8.42036e-05 0.000106302 8.22627e-05 0.000274916 0.00179982 0.00265774 0.00169445 0.00131071 0.00117312 0.000963636 0.000214345 0.000169049 0.000157486 0.000859764 0.000403687 0.000328623 0.000213805 0.000163234 0.000244427 0.000134834
threshold=8.8430989333000021 14.451165964200003 92.585121096400016 62.095317438950012 24.393336510100003 42.076928760450009 117.61735474900001 190.19286262750003 117.53132408880002 93.733092718100025 162.04221493815001 35.561888367500011 199.17419511990002 200.84251237905002 20.538897842700003 189.11492007315005 15.332427622700001 203.09927826650002 17.370891598500005 14.184966829400002 192.19686994285004 45.102215827400009 13.055593598800002 8.4434108459500017 12.98549864095 87.111491403900018 193.49750438550004 22.995234593000003 224.75522095420004 41.54912092575001
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 -4 -10 -1 -12 22 20 15 16 17 19 -17 -15 -14 29 24 25 26 -24 -13 28 -27 -16
right_child=-2 2 3 -5 -6 -7 7 -9 9 -11 11 12 13 14 21 18 -18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.026474858809629277 -0.0013889488191086738 0.0023478953375158556 -4.6993981384833291e-05 -0.0016835045112017846 -0.0013626985650538356 0.0035829772333072518 0.00070362210697651661 -0.002221331225416923 0.0032833743664935338 -0.00037229461408969805 -0.029711916458090255 -0.00030616793062259915 0.0017572129302420407 0.016639241004892124 -0.00013960482717531616 -0.10003241936960361 -0.033508143248202164 -0.01534184113016219 0.011950516949334756 0.096708331831187488 0.00026028515371192141 -0.0019065089500850257 -0.0026663143507910138 -0.0042385206041602314 0.0028806610834132148 -0.0028009055982135701 0.0018547354276906858 4.3616662035264694e-05 0.0002669348693592019 0.0010467272128179802
leaf_weight=0.0012051842480919053 0.54532129474092172 0.55120217487879664 1.5040974102994376 0.52155730432791525 0.51631127480164796 0.53913022941086541 0.55505977563007014 0.51693921811147447 0.52220459205500425 0.50783741861232556 0.0012075140184383262 3.8812521158045916 1.5421490804786433 0.0018530120084062638 15.210985783128836 0.0018087599025307091 0.0019291347070975471 0.0016262691788107029 0.0019376339070475979 0.0079594389371777652 2.5191039890918177 0.51422599340307229 0.52094386565685979 0.55925773435186243 0.52572564019875034 0.5235592036695137 0.51911616542433581 9.1482205268441561 0.51533414527184795 1.022448112920112
leaf_count=375 204 120 12 62 77 52 22 35 30 15 6 407 42 74 790 23 6 33 128 35 51 46 40 68 53 147 25 1332 280 43
internal_value=2.04043e-08 1.77356e-05 0.000408301 0.000202035 0.000412997 0.000634168 0.00019331 -0.000706849 0.000574098 0.00148103 -4.27594e-05 -4.18989e-05 -4.09311e-05 9.05164e-05 -8.83086e-05 0.0323243 0.0531862 0.0678071 -0.0421149 0.0815878 0.000828702 -0.000121431 -0.000209983 -0.000416185 0.000261657 -0.000216553 -5.12438e-05 -9.12785e-05 -0.00127913 -6.48848e-05
internal_weight=43.3015 42.7562 5.73434 5.18314 4.66158 4.14527 3.60614 1.072 2.53414 1.03004 37.0218 37.0206 37.0194 20.826 16.7648 0.0171142 0.0133679 0.0114387 0.00374639 0.00981245 4.06125 16.7477 16.1934 11.2673 4.92609 10.7081 4.40037 10.1871 1.03889 16.2334
internal_count=4633 4429 425 305 243 166 114 57 57 45 4004 3629 3623 1271 1178 299 148 142 151 109 93 879 2352 1867 485 1799 432 1759 427 833
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=8 19 2 16 8 19 3 6 7 4 6 6 5 17 2 7 3 6 0 16 3 3 6 2 3 6 19 13 10 17
split_gain=8.62386e-05 0.000107773 0.000124017 7.01542e-05 7.60251e-05 0.000126035 0.000106262 9.60029e-05 0.000151127 0.00315538 0.000452709 0.000289739 0.000211906 0.0082546 0.00590375 0.00211502 0.000191389 0.000274572 0.000455253 0.000324878 0.000444184 0.000178117 0.000171736 0.000165298 0.000148546 0.000146916 0.000139615 0.000274108 0.000120497 0.000423659
threshold=8.8430989333000021 14.651182102100002 241.49325970385004 22.764946765650006 8.7431769115000026 14.151141757350002 93.437362323750008 16.455384477450004 23.602039070650005 156.40313730310001 16.375382608200002 16.245379570700006 18.946524085150003 196.39284362915004 110.58799860680001 23.666491602800004 87.399085362750014 16.375382608200002 87.261973998100004 22.574947209950004 92.90235915575002 93.077108934250006 15.785368822600002 60.643165405350004 92.738363209800013 16.565387047600002 14.351157895250003 117.56896250265002 61.987779113750001 190.03457182425004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 8 16 -10 11 12 23 14 -14 -16 -1 18 -18 20 -19 -21 -20 -11 25 -9 -23 -28 29 -26
right_child=-2 2 -4 -5 5 6 -8 24 9 10 -12 -13 13 -15 15 -17 17 19 22 21 -22 26 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0022279449331337564 -0.0012489705375111392 0.0020920606094565713 -9.8122751151819964e-05 0.0010963882977875162 -7.7607883745933886e-05 0.00033419416197988145 0.0023650123863086371 -0.0026109308767630736 -0.075408978103988472 -0.0017792100161469868 -0.0029965057277392786 0.0023050909494668442 0.030354769670958889 0.00063421626932787765 -0.02239884056143282 -0.10024352564598751 -0.0032293147320905284 0.00014983458622728495 -0.0014695156214407149 0.001469472948673471 0.004304383840300882 -0.00075998440824277987 0.00062734262668822055 4.8331390162421395e-05 -0.00016297776988538707 -0.00022457971142130062 0.0024925900788055045 -0.00017141827030041227 5.7525511430075387e-06 -0.0032533275471433691
leaf_weight=0.53251880855010725 0.54576730686504404 0.53024645657103409 0.50453551771352068 0.56641117728940926 1.5027938072016689 0.51099000585236332 0.51969948159742785 0.5236877555198578 0.0055647594093447541 0.51154368572120112 0.52180222653751229 0.52565239626346638 0.0059751375229093453 0.55308041182206169 0.0044944470611909529 0.015621103555062632 0.51952820201532146 0.50469162955414548 0.52638775332854892 1.0152927222661672 0.52509060690766263 1.5131390501651263 1.5140561346961474 15.229069107447383 2.3913596247007827 0.50848958080021056 0.5186945017257244 1.5124215006605011 8.5969776576651622 0.5446434986847829
leaf_count=318 204 41 8 42 16 22 18 44 15 42 29 49 5 240 9 73 223 6 155 11 94 27 43 2035 522 16 38 40 188 60
internal_value=1.1667e-07 1.60615e-05 0.00102418 -8.94307e-06 -2.41563e-05 0.000506511 0.00135818 -5.89684e-05 5.05227e-05 -0.000119732 -9.5608e-05 -5.75013e-06 -8.01812e-05 -0.00195873 -0.0569249 -0.0828506 0.000391212 0.00027119 -0.0005865 0.000664021 0.00226826 0.000301701 8.64013e-05 -1.10607e-05 -0.000286005 -0.00143532 -3.2821e-05 0.000508901 -0.000183143 -0.000736253
internal_weight=43.3002 42.7545 1.03478 41.7197 41.1533 2.53348 1.03069 38.6198 26.0546 17.3728 17.3672 16.8454 16.3198 0.579171 0.0260907 0.0201156 8.68182 8.1493 2.55997 5.58933 1.02978 4.55955 2.04044 15.7406 12.5652 1.03218 3.54426 2.03112 11.533 2.936
internal_count=4633 4429 49 4380 4338 56 40 4282 3452 2497 2482 2453 2404 327 87 82 955 637 421 216 100 116 198 2077 830 60 105 78 770 582
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=8 19 4 15 17 0 18 19 13 13 13 13 13 13 5 10 10 6 10 15 16 0 2 7 14 15 12 15 2 12
split_gain=6.97774e-05 8.74002e-05 0.000101015 6.18007e-05 0.00134667 0.00221643 0.00117052 0.000376106 0.0112958 0.00231232 0.00310051 0.00135535 0.000410833 0.000131376 0.000122714 0.00465315 0.00426516 0.00828591 0.000316675 0.000110904 0.000345934 0.00032131 0.000573008 0.000275343 0.000160939 0.000449132 0.000108595 0.000355534 0.00146345 0.00143215
threshold=8.8430989333000021 14.651182102100002 264.40103451365002 23.884857921950005 176.09745774210003 92.168410086200012 12.110793351450001 12.651020723000002 104.72350955535002 104.19926021995002 104.09978726910002 100.61016861575001 99.534785363600022 102.54048155345002 16.222050829800004 78.895492296100016 78.196493182200015 13.705320222600003 75.28220456885002 28.579157549250002 18.764956119400004 97.886760529650019 96.242542698950004 26.961130311900003 170.02574192850003 27.614913206150003 91.208648993800026 31.264641197600003 68.96170560420002 94.177001085000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 6 -5 14 9 10 11 12 -9 -13 15 16 17 -1 -16 21 -21 22 24 -23 25 -6 -22 -28 -29 -30
right_child=-2 2 -4 4 19 -7 -8 8 -10 -11 -12 13 -14 -15 18 -17 -18 -19 -20 20 26 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.094329825242286072 -0.0011232055326338916 -7.3046073318059216e-05 0.0019037085857819072 0.023645184014258018 0.0035107273402372077 0.059753779692921428 -0.092779011714452519 -0.030462956247810553 0.0003120598952301977 -0.09851135176006677 0.10004946472240098 -0.10002841043350795 0.045611531238534966 -0.070509370431532242 2.0061175750642253e-05 -3.6240832470519397e-05 0.086469423810024773 0.051529584821635992 -0.0027579829479559008 -0.0025958843219034502 -0.0014383909456640691 -0.0026327575535135903 0.0039730668761821962 0.0002078281353457001 -7.6764475541355546e-05 -0.00065703830076207928 0.0025788270953365105 0.10002556790932866 -0.10014929198824341 -2.0838405856418978e-05
leaf_weight=0.00545139578477316 0.54616858313931871 0.51333078713446301 0.52077047374041285 0.0017219020995748466 0.52485354339158463 0.0088191995346846852 0.0017323625014493138 0.0020037405826075771 0.50408424521309192 0.013074549660105461 0.0014528167666867384 0.0029288067008975405 0.0010993659598277361 0.0031072148976321046 2.0083498941098838 2.5225442012865136 0.011743017501444797 0.013638575337608927 0.51569533128752665 0.52174805545822067 0.51527616447219671 0.51722849946437288 0.54163326402300027 1.0028943437781619 2.0160722855544009 0.50962485446507344 0.53569956133571395 0.0014620264410066799 0.0014285456045425296 29.410885456480656
leaf_count=70 204 25 24 126 47 34 151 93 133 19 1 90 17 45 358 1220 33 22 38 330 36 109 139 53 31 19 90 2 3 1071
internal_value=-5.6663e-08 1.42924e-05 0.000922442 -8.21963e-06 3.97336e-05 0.0331584 -0.0347432 -0.000317156 -0.00285794 -0.0703774 -0.0356492 -0.0572207 -0.00351135 -0.0848326 -5.30654e-05 0.000435719 0.0390482 0.00987749 -0.000547529 2.84734e-05 -4.27216e-05 0.000459998 0.000975718 -0.000758694 0.00044353 0.00145752 1.00458e-06 2.57692e-05 -2.07285e-05 -2.57016e-05
internal_weight=43.2965 42.7504 1.0341 41.7163 36.1111 0.0122735 0.00345426 5.60517 0.527751 0.0236665 0.0105919 0.00913913 0.00310311 0.00603602 5.07742 2.55338 0.030833 0.01909 2.52405 36.0988 30.9865 5.11231 3.59218 1.52012 3.05055 1.03448 30.4648 29.9495 29.4138 29.4123
internal_count=4633 4429 49 4380 2241 311 277 2139 398 265 246 245 110 135 1741 1345 125 92 396 1930 1532 398 236 162 97 66 1202 1166 1076 1074
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=16 3 4 9 8 9 9 13 19 19 2 9 10 3 7 17 17 15 18 12 18 4 9 18 16 6 0 6 17 13
split_gain=7.01981e-05 0.000334068 6.91406e-05 0.000557368 8.20409e-05 6.72428e-05 0.000253356 0.000323483 0.000253486 0.000186946 0.00026837 0.000183089 0.000168806 0.00026232 0.00014516 0.00103939 0.00172459 0.00108141 0.00222063 0.00261044 0.0011451 0.00100568 0.000790998 0.00133354 0.00207267 0.000128414 0.000319015 0.000246467 0.0001883 0.000140689
threshold=22.704946905950003 95.002044955650021 143.58239362595003 198.14098854835004 8.8430989333000021 199.17419511990002 198.14098854835004 117.63886241405002 14.551174033150001 14.451165964200003 127.74713841330002 199.39609444495002 62.009286778800011 93.499196860750018 23.445318439400001 179.88087463185005 173.77968723070003 20.538897842700003 15.957401718700002 189.11492007315005 17.370891598500005 156.40313730310001 205.93480238635001 16.399957653700003 14.969964993700001 16.435384010100005 86.780739992750014 16.415383542800004 193.58688265170002 117.60660091645001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 9 25 -11 -7 -12 -14 -13 16 -16 18 -17 22 -21 -19 -20 -24 -25 27 28 -4 29 -27
right_child=1 -3 4 -5 -6 11 7 -9 -10 10 12 14 13 -15 15 17 -18 21 19 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.016429241276360161 0.00251605500080167 -0.00056230341141793509 -8.1292025463819116e-06 0.039942378210925632 -0.001257853431313993 0.0011654420227938389 -0.0034049970696898957 0.00013284816528775305 -0.0021907332243498493 0.0028157568355771535 -0.0006443558130560449 0.00073798149158718108 0.0027628973010980582 -0.00044251339208213549 0.0355783172460429 -0.10013114382577598 -0.10006549918591388 -0.10011370611037147 0.097657765384272135 -0.10003236040150727 0.016662475861133494 -7.1564044972392206e-05 0.088676197812047233 -0.071071602134437112 0.1000223799771264 -0.00018354128544624567 -0.002842009839258914 0.0022487715287667154 0.0015782807826810804 -0.0014756608920635803
leaf_weight=0.0037580859434446215 0.59119028308441446 0.87326446672989277 7.1506506284462148 0.0032889966018956329 0.53342430825611487 1.5193210825091252 0.52777639886244176 0.50645682358299382 0.54167305278492506 0.52282942806777954 1.0064173083453485 2.5459659274633948 0.51715948886703678 0.50423521097069468 0.0014732471486992296 0.0012569157177598775 0.0025766269060112368 0.0010048824451612806 0.0041696858132311831 0.0015617967862837654 0.0018217505395377032 18.796208019508271 0.0029449020164520334 0.0018621430274308182 0.0011424370459280908 4.5450002942840735 0.51689766705971774 0.51899567164218741 0.51334963872379802 1.0344579463669594
leaf_count=25 65 101 1834 19 113 14 56 6 104 39 22 46 15 27 118 9 34 4 21 18 127 1016 12 78 2 477 15 69 11 136
internal_value=-1.28888e-07 0.000680409 -2.39556e-05 0.00988038 -2.56246e-05 -9.70436e-06 -0.000151995 -0.00167254 -6.14686e-05 7.0617e-06 0.000795642 0.000104755 0.000274797 0.00118047 2.93166e-05 -6.65717e-05 -0.0507215 -5.56666e-05 0.0270018 0.0388361 -0.0372022 -7.69122e-05 0.0642611 0.0408551 -0.00601622 -0.000133798 -0.000456832 0.000144593 -0.000254479 -0.000423106
internal_weight=43.2921 1.46445 41.8277 0.00704708 41.8206 41.2872 18.4059 1.03423 17.3717 16.83 2.55064 22.8813 2.02781 1.02139 21.362 18.816 0.00404987 18.812 0.0147596 0.0135027 0.00338355 18.7972 0.0101192 0.00594948 0.00300458 14.2794 6.60971 7.66965 6.09281 5.57946
internal_count=4633 166 4467 44 4423 4310 2811 62 2749 2645 103 1499 64 42 1485 1439 152 1287 267 258 145 1020 113 92 80 2542 639 1903 624 613
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=16 3 3 6 6 9 10 15 6 6 19 2 2 2 19 12 4 9 19 6 9 13 18 4 12 3 12 18 17 3
split_gain=5.69093e-05 0.000271197 8.16812e-05 0.00204501 0.00273917 0.00317303 0.00465538 0.00271161 0.00237094 0.000510035 8.57969e-05 0.000165942 0.000102076 0.000381241 0.000519786 0.000366965 0.000210022 0.000322209 0.000139023 0.000136397 0.000262758 0.000135309 0.000329309 0.000473046 0.000428443 0.000377371 0.00021854 0.00915551 0.00270921 0.00949381
threshold=22.704946905950003 95.002044955650021 93.883646373400012 16.545386580300001 16.505385645700006 186.70853236170004 61.928633034850002 45.484733152800011 16.395383075500003 15.575363915900002 14.651182102100002 156.09660346185004 121.84632764400003 135.87377242040003 14.551174033150001 145.32166322050003 228.08113677860004 31.023622952750003 14.451165964200003 16.535386346650004 205.22231928645002 117.56896250265002 13.24088655595 286.34948838025008 234.58875745590004 93.499196860750018 217.54417277160005 13.278511569200001 196.21449749970003 92.367355987800025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 7 -7 8 9 -4 12 -12 15 14 -14 18 -15 -18 -1 21 -21 26 -23 -24 -25 -26 -19 -28 -29 -30
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13 13 16 -16 -17 17 19 -20 20 -22 22 23 24 25 -27 27 28 29 -31
leaf_value=2.5518042333104197e-05 0.0022691409198190766 -0.00050595595954522593 0.017335011379950919 -0.0001969448790664441 -0.093683421298468406 0.028068322560656118 -0.10006077393667248 -0.10010301499220438 0.096387976553839669 -0.08198218076119522 -0.00038313658802112795 0.0021566560101552628 -0.0041587152163400391 0.0019103136600683414 0.00029889727610417295 0.0027780416683801886 -0.04639897116505385 -6.4108617471658145e-05 0.0016485442623719614 -0.0020254207652753826 0.00024816096320943434 -0.00039018102469074871 0.0028218447628278976 -0.0023231955195975695 0.0032032727654553285 -0.00010419435302502589 -0.096969832849390744 2.9315038291356264e-05 0.0015557810624449457 -0.10015257029262124
leaf_weight=16.776433847804427 0.59003109091190598 0.8734634674622157 0.001064366760142725 1.0081415475180673 0.0052030786822170319 0.0049082035164929039 0.0067156154642414451 0.0012616455010174832 0.0049897500012572316 0.0010055907879919766 0.50833783386769826 0.52082343368965667 0.54724933774326234 0.52025464288340018 0.50113596499431878 0.51786862637163622 0.001504600891364726 10.647279698378046 0.54490029621956537 1.0250941659878656 1.0083093276898578 3.0276131266932671 1.033752185841877 0.50723544874927062 0.52505256356016605 1.005778748484772 0.0099453356853874686 1.5157744124268384 0.036704487356190474 0.012237384836322196
leaf_count=1047 65 101 119 496 59 10 87 21 22 39 14 27 156 15 3 22 340 727 88 27 21 51 24 7 48 16 26 325 583 47
internal_value=-8.57877e-08 0.000612868 -2.15328e-05 -0.000899581 -0.0290668 -0.0122103 -0.0459578 0.0349303 0.0590622 -0.0309135 7.0806e-07 0.000902166 -2.26232e-05 -0.000167145 -0.00202794 0.000154999 -7.36989e-05 -0.000124405 7.65757e-05 -0.000120985 -0.000898014 -3.47459e-05 0.000349943 0.00107942 0.000195618 0.00103022 -0.000226727 -0.00132629 -0.000718384 -0.0238753
internal_weight=43.2901 1.46349 41.8266 1.03329 0.0251483 0.0199452 0.0116238 0.00832135 0.00705971 0.00206996 40.7933 1.02916 39.7641 21.9249 1.04839 17.8392 20.8765 20.3563 17.3213 20.3548 2.0334 18.3214 6.09943 3.07182 2.03807 1.53083 12.2219 1.57466 1.56472 0.0489419
internal_count=4633 166 4467 853 357 298 97 201 180 158 3614 41 3573 2416 159 1157 2257 2242 1135 1902 48 1854 146 95 71 64 1708 981 955 630
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=15 17 3 10 9 9 12 17 14 19 15 13 16 2 9 5 10 10 6 18 9 18 8 15 12 15 2 8 15 15
split_gain=5.44565e-05 0.000899326 0.00207111 0.00139355 0.000589702 0.00109293 0.000372002 0.00146959 0.000791425 0.000311673 0.000111125 0.000375145 0.000343062 0.000271921 0.000100532 9.64701e-05 0.00389703 0.00379572 0.00719479 0.000302803 9.23854e-05 0.000221683 0.000122498 7.99644e-05 6.21336e-05 0.000112066 0.000617281 6.95297e-05 0.000481636 0.000169623
threshold=23.884857921950005 176.09745774210003 87.399085362750014 67.923894665750012 205.73475031020004 187.55294863440002 66.834523482800009 177.73379099395004 144.12207640715005 12.651020723000002 28.579157549250002 107.92277473060001 18.764956119400004 73.064159960350011 216.72927494925003 16.222050829800004 78.895492296100016 78.196493182200015 13.705320222600003 14.646070254650002 201.16241229375001 15.589604336850003 8.0437227585500022 28.298162031900002 94.177001085000015 31.264641197600003 72.043920985000014 8.7431769115000026 39.324897478350003 42.33967733730001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 23 -3 -8 -9 15 11 13 -12 -10 -6 16 17 18 -1 -17 22 -22 -15 -4 -14 -26 -27 -28 -29 -30
right_child=1 6 3 -5 14 -7 7 8 10 -11 12 -13 24 20 -16 19 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 28 29 -31
leaf_value=-0.093153111048943624 0.057745149479352366 0.052901657369627257 0.0032378422062850133 -0.10008676445941767 0.06388783751379648 -0.10002520098152064 -0.075186425519628106 -0.046407196408255726 0.0023378670101667476 -0.0026084238126385124 -0.0025713962420974962 0.0029364646380045586 -0.0010677648922934365 -7.3210036657953229e-05 0.023902434238790207 6.5570984638698752e-05 -3.1758400743744609e-05 0.084524291580116109 0.048696899951996532 -0.0026504358500175598 -0.0023750270516816364 3.2089276019666139e-05 0.0017210357224548259 0.04200017659167548 0.0014595817316596551 0.029001851389924976 -3.9751342165328358e-05 0.0031617259572675597 -0.0010922391730266434 0.0011347774723273979
leaf_weight=0.0049688766952539201 0.0084230792591849096 0.0013308566922266554 0.0011296042012836896 0.0015237891698234307 0.0012520095588453017 0.001132393187560865 0.0025973502629444969 0.0036687601732471311 0.51601446018321606 0.52598749270575496 0.5215576942404202 0.55196029865879825 0.52221203300495744 1.5107076746947616 0.0012631809645569092 2.0090704947287739 2.522376130623289 0.010621925939361176 0.012752854218888388 0.51589043334306639 0.5123033616546312 1.5110960032795047 0.5086155451608646 0.0010063200288518842 0.54047036014188421 0.0073407714226040302 28.89953137205535 0.52925942034153139 1.0107632450249182 0.51691783341502517
leaf_count=70 34 11 215 6 22 13 32 18 16 402 330 109 39 148 18 346 1220 33 22 57 37 72 6 58 99 34 1031 45 38 52
internal_value=-3.75936e-07 4.28708e-05 0.0239484 -0.0150089 0.00740667 -0.0206053 3.28873e-05 3.10192e-05 3.62065e-05 -0.000291294 4.07311e-05 0.000474238 -2.73382e-05 0.000176118 0.0438063 -5.11725e-05 0.000382583 0.0372559 0.00892453 -0.000489353 -9.98084e-05 -0.000577367 0.000378714 0.0215003 1.40923e-05 3.2025e-05 7.10719e-06 2.31602e-07 0.000561983 -0.000338689
internal_weight=43.2837 37.6821 0.0157304 0.0073073 0.00578351 0.00326832 37.6663 37.665 37.6624 5.60167 37.6588 5.1107 32.5481 4.55874 0.00251519 5.07568 2.55072 0.0283437 0.0177217 2.52496 4.04272 2.0234 2.01932 0.00213592 32.0265 31.5043 30.9638 30.9565 2.05694 1.52768
internal_count=4633 2483 366 332 326 286 2117 2106 2074 2150 2056 388 1668 279 40 1748 1345 125 92 403 263 109 154 273 1338 1299 1200 1166 135 90
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=8 8 5 13 16 7 9 7 9 17 6 16 16 16 0 18 16 7 16 0 6 0 19 19 18 4 3 0 12 7
split_gain=7.38867e-05 8.21739e-05 0.000155927 8.26899e-05 0.000104972 8.64229e-05 0.000595212 0.000453009 0.000103234 0.00013809 7.00037e-05 0.000483986 0.00019955 0.000158748 0.000469277 0.000273349 0.000224818 0.000481421 0.000185927 0.000166829 0.000145658 0.00047692 0.000792839 0.000134473 0.000357117 0.000289415 0.000149248 0.000470137 0.00672896 0.00559241
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 117.76521994615001 22.684946952700002 22.812602664350003 191.20686769655003 22.929105819350003 189.68479361675003 187.81654873955003 16.545386580300001 22.594947163200004 22.634947069650003 22.584947186600004 86.345209775600011 13.552878921100001 22.534947303500005 23.032419884600003 22.604947139800004 86.474255765850003 15.155354102400002 86.208098410950015 14.651182102100002 14.351157895250003 13.807773949150002 143.58239362595003 85.589753040950015 95.746747857800017 92.791843202150019 25.412871131150002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 9 -1 12 -12 13 15 -15 16 17 -9 -16 -17 -14 -22 -23 25 -25 -21 27 28 -27 -30
right_child=-2 2 -4 -5 -6 7 -8 10 -10 -11 11 -13 20 14 18 19 -18 -19 -20 23 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-6.6695831290594965e-05 -0.0011568662613832504 0.0015201707622082691 -7.7772911262439463e-05 0.00093390208018017838 -0.0013868940061207452 -0.0029814733461831795 0.00350017832209876 -0.0001483946270139922 -0.001344825045868822 0.0016645873743926943 0.00059440004545711694 -0.002218353446793146 -0.00038466430737468831 -0.0034027522755429407 -0.0011699938922618961 -0.0019073536364293817 0.00032042205739062779 0.0041826135476728862 0.00018751999451457733 0.042850994918387085 0.00010599880841042483 0.0053920603420633331 -0.00012589865313183569 0.00071732826553810945 -0.0030021503807927835 -9.6930117886748508e-05 0.00090247611091834898 -2.9405748975726656e-06 -0.064752334943299225 0.039533586590091041
leaf_weight=3.5304041240863264 0.54539558144670408 1.0230140677485899 1.514977299897083 0.88798078298224581 0.57185678001118745 0.5297498417562484 0.54017502042830212 0.49972669327494601 0.5141333579545061 0.52985147581442715 1.5195786751937697 1.0239649212621662 1.004405396673518 0.53279695312883291 1.5143110160279318 0.51408872029927977 2.5158468294172884 0.52764470633007665 3.0229851898979803 0.001575312300707731 2.0188216230847051 0.5416437879175644 0.50147273170296103 0.50448307249462121 0.52861983475634133 0.50680835571892857 1.6038642179546254 14.17743605717285 0.028207660229651044 0.006288576369159359
leaf_count=823 204 34 38 139 61 55 59 5 24 201 28 26 19 69 55 25 27 93 51 4 39 41 3 7 67 63 224 1828 250 71
internal_value=-2.91653e-07 1.44683e-05 0.000566327 -2.03739e-05 -4.19298e-05 -2.20757e-05 0.000360893 -8.03287e-05 -9.81521e-06 0.000159232 -3.38896e-05 -0.000537942 8.07552e-06 -9.20668e-05 -0.000595224 2.70601e-05 0.000829446 0.00207596 -0.000265547 -0.000132023 0.000660317 0.0010031 0.00273933 -7.9441e-05 -0.00118586 -9.41939e-06 -1.35559e-05 -0.000113374 -0.00300575 -0.0457413
internal_weight=43.2821 42.7367 2.53799 40.1987 39.3107 38.7389 5.11456 33.6243 4.57439 4.06026 33.0946 2.54354 30.551 26.4847 5.07009 21.4146 3.54322 1.02737 4.5373 17.8714 4.06634 3.06194 1.04312 17.3573 1.0331 16.3242 16.3226 14.7187 0.541305 0.0344962
internal_count=4633 4429 72 4357 4218 4157 1107 3050 1048 1024 2995 54 2941 2839 175 2664 125 98 106 2539 102 83 44 2514 74 2440 2436 2212 384 321
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=15 13 19 7 18 16 10 5 18 17 18 10 13 10 7 0 15 5 7 7 9 18 3 18 9 7 9 0 2 10
split_gain=7.61817e-05 0.00032333 0.000135649 0.000105433 6.17237e-05 0.000364315 0.00694037 0.00570745 0.00143777 0.000324076 0.000288069 0.000718625 0.00743664 0.00456668 0.00551002 0.00645384 0.0088733 0.00649663 0.00409065 0.00207354 0.000278747 0.000271542 0.000271288 0.000243581 0.000296061 0.000779821 0.00800586 0.006995 0.0142316 0.00272264
threshold=46.723315192750007 117.61735474900001 14.651182102100002 23.623818563000004 13.956123578150001 22.454947490600002 64.369753017350021 22.053438739150003 12.560600218600001 171.19957438235002 14.483350136800002 71.658163008950012 108.06526301150002 71.397382570300024 25.290974689350005 93.972365491700018 27.874116299000004 19.585698137700003 25.606038725250006 26.417313068900004 197.61184394335004 14.414681958350002 89.103567817450013 14.380989918050002 191.20686769655003 24.581118242250003 205.22231928645002 93.501885318850015 80.759923107050014 66.439865777750015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 -1 9 -9 21 12 -12 14 15 17 -17 -14 -16 -20 -18 23 -8 24 -6 26 27 29 -29 -26
right_child=1 3 -4 -5 10 -7 22 8 -10 -11 11 -13 13 -15 18 16 20 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.096429696724113709 -0.0027377353389334193 -0.00067866991162113905 0.0016024429243121892 0.0013564480852378653 0.0009052911447488568 2.2113041432600267e-05 0.0024439069707645517 -0.0091493215510881961 -0.10004948564757324 0.058308369080221037 0.092991622650619277 1.7942560407572177e-05 0.061224161091130339 -0.10008287071308589 0.086113699781081021 0.058164571600076223 -0.069281033165872835 -0.039845557667316539 -0.054590701826752908 0.057851928333597397 -0.10009728134863655 -0.0030401580765652969 -0.00075096800413294016 0.00069934975347782293 -0.040735568444543464 -0.00019542550208793429 -0.0010030309424433354 -0.081017298232922419 0.076127816384776698 -0.10024550050840589
leaf_weight=0.013533409591618183 0.51388150470898608 0.50899425817539501 0.53819643630890723 0.50925908248052565 0.50909833594275511 23.780511922985013 0.52812373419001435 0.0023815998814439242 0.0017738695048183334 0.0010159803981032098 0.0094176663621220458 12.642536664509551 0.015474968600756256 0.004415631214669701 0.01193565580057121 0.005217404293944127 0.0039120974454363014 0.010797235422142948 0.0041976201336056942 0.0026916766680216142 0.011755701880510117 0.52322341901903691 0.53504353250967751 1.0084516936885126 0.014370034805324283 1.0105105301620652 0.51937507257274573 0.011152084982768429 0.011925984370456888 0.016533288743225683
leaf_count=98 112 41 70 25 104 598 177 269 197 73 35 1938 39 42 70 8 19 39 36 18 52 49 226 36 35 38 54 33 80 22
internal_value=-2.93211e-07 -0.000692842 2.51233e-05 0.000339154 4.52344e-06 0.000103761 0.00189845 0.0622832 -0.0270765 0.0110226 -0.000146408 7.76591e-05 0.00953655 -0.00162785 0.00496089 -0.0132972 -0.054789 0.019687 0.0506982 -0.0106589 -0.0924028 -0.000932876 0.000836072 -0.000577368 -0.00119253 -0.00186682 -0.00481258 -0.0414656 0.000190109 -0.0725734
internal_weight=43.2797 1.53213 41.7476 1.01825 41.2094 24.8624 1.08187 0.0187049 0.00517145 0.00339758 16.347 12.7224 0.0798157 0.070398 0.0659824 0.0471574 0.0208852 0.0262722 0.018825 0.0068893 0.0156678 3.62464 1.06317 3.10142 2.09297 1.58387 0.573356 0.0539814 0.0230781 0.0309033
internal_count=4633 178 4455 66 4385 1638 1040 637 539 342 2747 2296 358 323 281 157 79 78 124 54 71 451 403 402 366 262 224 170 113 57
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=15 13 10 19 15 5 3 7 15 18 4 16 17 13 17 10 10 6 2 13 18 17 17 9 9 14 15 6 6 5
split_gain=6.16509e-05 0.00026136 0.000123297 0.00011001 6.11709e-05 0.000286036 0.000648073 0.000156511 0.000148404 0.000158004 0.000396842 0.000328143 0.000749821 0.000232297 0.000292663 0.0006303 0.000160668 0.000210456 0.000446621 0.000162159 0.000152954 0.000151563 0.000319335 0.000146589 0.000214169 9.99436e-05 0.000291371 0.00429384 0.00386418 0.00329052
threshold=46.723315192750007 117.61735474900001 61.966271448700006 14.651182102100002 37.491361913600009 20.911722254300006 92.813640037450014 22.557405306150006 37.646552559600003 13.24088655595 244.15918208790001 22.624947093000003 186.51219468755002 117.69263157665002 190.92966541395 61.987779113750001 62.041548276350007 16.535386346650004 170.01157529015003 117.47755492620001 13.956123578150001 188.13858192940003 189.5403704096 197.20558004415003 185.00606802455005 272.02763708760006 33.221582556000008 14.135330269750002 13.575317185100001 15.023351587500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -7 -1 -6 11 -11 12 -10 14 -12 -16 17 18 -17 20 -18 23 -23 24 -13 -9 27 28 29 -27
right_child=1 2 -4 -5 8 6 -8 25 9 10 13 21 -14 -15 15 16 19 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017616798456519134 -0.0024595721308450628 -0.00079108751670040858 0.0014099738123146699 0.0014437374865040875 0.0018405123937068068 -0.0040918215682157503 -0.00036388763068991329 7.8857293655697192e-05 0.00088131329015685026 0.0030648387078042062 0.0022894628018009264 5.5246258025065506e-05 -0.0044521461397260924 0.0022536042669755642 -0.0034611704882280096 -0.00028161232195972455 0.0016927702298342362 -0.00017919640356535397 0.0038953055555955027 -0.0013262068500846896 -0.00041145574668050743 0.0029173553945676021 -0.00061201990293726174 0.00062048767970247743 -0.0017191678212808833 0.0066905916639138797 -0.00050098574125737375 -0.077701454963611138 0.067391139938246081 -0.096057885711888877
leaf_weight=0.52376871171291384 0.51474809664049104 0.51090405450800502 0.50711363997886316 0.53765317924194178 0.51575553430302612 0.5371552725146741 3.5363791650571761 20.831263472526725 0.51410962139152594 0.53522654826974747 0.52429998694891633 1.8654211902176032 0.54096008842316223 0.51740565166505792 0.5285470277594867 0.49964258015279506 0.52338503029750461 1.0031773278024045 0.52495204410138285 1.0109454296807667 1.0160602468529853 0.51741456933086716 0.5081096797812279 1.5107207902564139 1.0706040895893236 0.013728599553180953 2.011739557953593 0.0072914162492629933 0.0079103023246318571 0.0040322992684285177
leaf_count=242 112 54 12 70 14 135 802 1374 25 36 24 23 53 38 42 4 28 5 56 27 131 17 24 28 36 929 107 43 52 90
internal_value=-3.21338e-07 -0.000623196 0.000305346 2.2553e-05 4.00676e-06 -8.21228e-05 -0.00085547 5.25051e-05 0.00017639 0.000111423 0.000453188 -0.000238526 -0.00185328 0.000225841 3.95196e-05 -0.000191479 0.000186005 0.00085038 0.00185844 -0.000342228 0.000303945 7.28038e-05 0.00116868 -0.000179931 -0.000591783 1.33718e-05 -0.000653789 -0.00997952 0.00925561 -0.0166366
internal_weight=43.2704 1.53277 1.01802 41.7377 41.2 27.4733 4.07353 23.3997 13.7267 13.211 6.68364 6.52734 1.05507 6.14842 5.63101 5.10671 4.57816 2.02777 1.02459 2.55039 1.53945 5.47227 1.02552 4.44675 2.93603 22.876 2.0447 0.0329626 0.0256712 0.0177609
internal_count=4633 178 66 4455 4385 3774 937 2837 611 597 391 206 78 355 317 293 251 65 60 186 159 128 41 87 59 2595 1221 1114 1071 1019
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=8 8 5 16 6 18 18 3 16 6 2 18 13 3 16 13 17 18 6 7 18 6 12 5 15 5 5 2 2 6
split_gain=6.20188e-05 7.83397e-05 0.00011485 8.95201e-05 9.57935e-05 0.000193018 0.000293563 0.000254825 0.000484657 0.000344106 0.000230392 0.000809192 0.000226434 0.000357021 0.000169282 0.000314593 0.00020393 0.000316428 0.000169355 0.000794521 0.000224632 0.000168302 0.0034141 0.00641328 0.0134834 0.00287333 0.00503957 0.00286314 0.000555065 0.000477899
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 16.465384711100004 13.480563334700001 13.546420092050001 93.469623821300004 22.604947139800004 16.405383309150004 154.46567853970001 12.964611930900002 117.55283175385001 93.077108934250006 22.594947163200004 117.50981642375002 195.14561408000003 13.258241318650002 16.505385645700006 23.567644028800004 13.344136431100003 14.815346158200002 148.96091148645004 20.201591378100002 31.445204138150004 17.687678651600006 18.331716563250001 98.91243606750001 155.18475231920004 16.375382608200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 10 -9 11 -1 13 21 16 -16 17 -6 19 -17 -20 -8 23 24 25 -23 27 -27 -24 -30
right_child=-2 2 -4 -5 14 6 12 9 -10 -11 -12 -13 -14 -15 15 18 -18 -19 20 -21 -22 22 28 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00013421374236353926 -0.0010601537415999753 0.0013714428599707097 -2.8769689301580555e-07 0.0012246044881118875 -0.00030767089833788673 -0.0024601610876211107 -0.00010989353207474588 -0.0025755059441337665 0.003762197318553419 0.00030184203652824628 -9.3204102173831357e-06 0.0046710551583378787 0.0020214227565308654 -0.0027040324998418488 -0.0029366335673928299 -0.0042177278221934974 -0.00014197124480911868 0.0031974400576582859 7.0035818107813444e-05 0.0012870978860188053 -0.0015415860798486587 0.083980682218665212 -0.0026225655080319536 0.10003928351323169 -0.077075594780797341 -0.061486653591756424 0.065605173015684054 0.02459769622561184 0.0034110689372015921 -0.00084492644409508598
leaf_weight=1.003525799186092 0.54515249080124917 1.0218769516541208 1.5157213366490934 0.56899607256127538 0.51148887630179818 0.51033463297846182 16.730450892092886 0.52302639385558602 0.54344833574214124 2.0241545988402376 2.5091614974376473 0.5384878334381823 0.52333469222207796 0.50738941120930192 0.51419904222449542 0.54251267495904876 3.5263960189874899 0.51878754811043737 5.4096299588616468 0.5074245753271498 1.0294393600173242 0.010541398511123456 0.52380859790537204 0.0093814415740780532 0.013265206820506137 0.0073747545102378362 0.014526222614222206 0.0081150837468157988 0.54708912093028217 0.50958547559275758
leaf_count=23 204 34 38 36 477 29 2507 209 35 89 68 82 68 36 14 52 74 26 114 27 37 11 29 63 32 14 28 28 133 16
internal_value=-2.91934e-07 1.32319e-05 0.000552101 -2.07958e-05 -3.86828e-05 6.72623e-05 -9.26827e-05 0.000513275 0.000958031 -0.000288979 0.000581864 0.00154384 -3.04197e-05 -8.72901e-05 -0.000266914 -0.00054393 0.000219628 0.0014573 -0.000379645 -0.0015573 -0.000187621 -1.50305e-05 0.000950543 0.0237409 0.0104419 0.0390664 0.0232928 -0.0163873 3.91489e-05 0.0013586
internal_weight=43.2686 42.7235 2.5376 40.1859 39.6169 27.057 19.9152 7.1418 4.59462 2.54718 4.05118 1.54201 19.4049 18.8815 12.5599 8.00321 4.55667 1.03028 7.48901 1.04994 6.43907 18.3741 1.64369 0.0632041 0.0538227 0.0405575 0.0300161 0.0154898 1.58048 1.05667
internal_count=4633 4429 72 4357 4321 3500 2994 506 208 298 173 105 2965 2897 821 244 577 503 230 79 151 2861 354 176 113 81 70 42 178 149
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=15 8 19 15 17 9 16 2 6 8 18 17 7 17 3 17 16 17 2 8 7 18 13 8 16 0 2 10 5 9
split_gain=6.23165e-05 0.000230431 0.000151046 7.27922e-05 0.000547751 0.000228293 0.000193137 0.000407164 0.000167846 0.000352878 0.000106144 0.000451833 0.000760181 0.000656351 0.000150826 0.000142371 9.75706e-05 0.00031326 8.74794e-05 9.09461e-05 8.2746e-05 9.83282e-05 0.000447689 0.000495421 0.000269379 0.00125327 0.0149248 0.00478104 0.00776581 0.00557607
threshold=46.723315192750007 8.3434888241000014 14.651182102100002 41.54912092575001 193.09202135800004 197.89372115420002 22.674946976100003 100.92170827030002 16.505385645700006 8.543332867800002 13.278511569200001 188.13858192940003 23.209106085000005 186.51219468755002 93.216908757050007 191.56943241645004 22.614947116400003 183.93802912725002 106.26660184425002 8.3434888241000014 23.032419884600003 13.956123578150001 116.87802876315001 8.3434888241000014 20.719951547750004 93.972365491700018 73.795394389500018 69.545034918450014 19.841254985200006 208.65287229730004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 8 10 -8 9 -5 11 13 -13 16 20 -16 17 -1 -10 -20 -12 22 23 -22 25 26 -23 28 -28 -29
right_child=1 -3 -4 4 -6 -7 7 -9 18 -11 14 12 -14 -15 15 -17 -18 -19 19 -21 21 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00061809298622232417 0.00025993387044504125 -0.0023227665307469607 0.0016868442533866279 -0.003237081449428806 0.0032625395752023528 0.0013597491587845124 0.00060683611857860736 -0.0033563297183427359 -0.00056781196828987991 0.00047006716507398796 -0.0012807311007463781 0.0047455906348689517 0.00017191951277491094 -0.0034599357377653574 -8.6386474890914701e-05 -0.0017683990598520714 2.2173056977420577e-05 0.0028709642301689414 -0.00021337702673590228 0.0011253922680225358 -6.0754709317629736e-06 -0.10033423359749179 -1.5503305934040916e-06 0.0043639180109905987 -0.0017193368976263657 -0.00011312868676416198 -0.041985198679284963 0.085016435270069829 0.045024926968506032 -0.013194981702525373
leaf_weight=0.51385212344989806 1.0067073042004642 0.52593145085550475 0.538522273988291 0.52293183672872945 0.57326529121349334 1.0246766562006984 0.51234535917455903 0.52472226246391074 1.4000628737267109 0.50448060164490016 0.52144127797173467 0.56915549482817329 1.0052436228916404 0.52551029433465313 0.99957252478567005 1.0134303699746805 3.5156461688488889 0.51546664473562487 1.0092643193711412 1.0205002517959654 0.51084249281366012 0.010281758091880699 7.5643413840625726 0.52711538162475335 1.0276794895281671 15.211385794483354 0.018355689993187596 0.021927097335260548 0.023250723951735885 0.0078508870542464138
leaf_count=676 51 127 70 48 153 31 45 69 8 9 318 117 6 37 37 39 30 20 15 29 26 10 130 41 119 2207 43 64 35 23
internal_value=-7.73225e-08 -0.000626331 2.29217e-05 1.16981e-06 0.000321395 1.38285e-05 -5.40111e-05 -0.0013984 -0.000295586 -0.0014168 -1.31277e-05 0.000345499 0.00182533 -0.000113994 -9.99176e-05 -0.000933182 0.00027288 0.00112917 4.02752e-05 0.000459713 -3.3995e-05 -7.91076e-06 0.00026568 0.00221318 -0.000152114 -4.67984e-05 0.0123081 0.0285324 0.00663828 0.0591233
internal_weight=43.2658 1.53264 41.7331 41.1946 6.05518 5.48192 35.1394 1.03707 4.45724 1.02741 34.1023 6.64487 1.5744 5.07048 27.4575 2.013 4.54496 1.02932 3.42983 2.02976 25.4445 24.923 8.6023 1.03796 16.3207 15.2931 0.0816662 0.0713844 0.0416064 0.029778
internal_count=4633 178 4455 4385 293 140 4092 114 109 57 3978 886 123 763 3092 76 726 696 52 44 3016 2698 197 67 2501 2382 175 165 78 87
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=5 5 14 6 6 8 5 15 8 19 10 10 12 0 6 13 4 17 8 2 10 7 16 16 2 2 9 5 5 5
split_gain=6.04198e-05 0.000392142 0.000725012 0.00026815 0.000178128 0.000194711 0.000325255 0.000120925 9.07331e-05 9.62219e-05 8.61444e-05 0.000202695 0.000169139 0.00645652 0.00154139 0.00240534 0.000672813 0.000637449 0.000224737 0.000361408 0.000291889 0.000422178 0.000195636 0.000533738 0.000181602 0.000248513 0.000150592 0.000122085 0.000246231 0.000830341
threshold=23.605484525250002 22.958759589950002 289.07138706530003 16.405383309150004 16.465384711100004 8.4434108459500017 24.082771358500001 45.793006327050001 8.8430989333000021 14.651182102100002 61.917879202350001 61.944763783650011 217.54417277160005 86.345209775600011 13.575317185100001 102.83621194775002 308.58584608000007 208.35751021765003 1.3489472949000001 223.32247823975004 76.871083323950003 24.407759398400003 14.854965262600002 9.7049773055000017 188.61740261325005 185.00267682035005 200.15236065845002 21.701709660250007 20.911722254300006 21.191508333600002
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -6 9 10 26 -12 24 -14 15 16 -15 -17 -18 -20 -21 -22 23 -23 25 27 -1 28 -13 -30
right_child=3 2 -4 4 5 6 -8 -9 -10 -11 11 12 13 14 -16 17 18 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0020474773625272641 -0.0024682052691486645 0.0044272465963340491 -0.00078912981205325576 0.0016664805034224909 -7.4377896635017288e-05 -0.00021116327789690327 -0.0031171230976654368 0.0017004113251739041 -0.0013098275925784624 0.001360094958708085 0.0019653929105905711 0.00010578529631554047 -0.094662041405272304 -0.073815523050811863 -0.00010820364487754115 -0.10013810540814456 -0.031641697376151433 -0.031544711254432097 -0.036135935482724681 -0.018193001603658106 0.075213260664740336 0.041327979297905333 0.042215634370585862 -0.053562306201551495 0.0018961327820720562 -0.0021830607289625137 -2.9055322373019286e-06 0.00048585204351452114 -0.003194401673600477 -5.7997668494010548e-05
leaf_weight=0.56248944848284921 0.52372402426680142 0.55702504531208641 0.51075914555452351 0.51833949545295155 1.518520933101098 1.3595897208911649 0.53740831075348783 0.51379990692966249 0.53067173948999524 0.51826784796139591 0.52774483023676921 21.34071994212394 0.0073486292269563372 0.001146761896045124 1.0326274298513509 0.004411877010241482 0.0012856908353100502 0.0019552398783346803 0.0012542041433984963 0.0014279839031654529 0.0016343169115557998 0.001260549949826828 0.0015664303066280638 0.0011189493749483859 0.51355714406303477 0.51281968783046039 1.001915167122206 5.0734781073733961 1.0364384543719065 4.5484519747366505
leaf_count=41 167 74 38 74 493 30 144 65 94 27 27 1689 17 24 280 39 340 24 63 73 27 96 67 94 126 54 16 167 93 70
internal_value=2.22216e-08 4.26037e-05 0.00193207 -0.000327956 -7.59352e-05 -0.000305787 -0.0010344 0.000374314 -1.15969e-05 7.17877e-06 -1.22042e-05 2.06041e-05 -9.50968e-06 -0.0012547 -0.000600775 -0.0304122 -0.0014417 -0.0790742 0.00725064 0.0133026 0.0221501 0.0324739 0.0147723 -0.00329377 3.03448e-05 8.72826e-07 -0.000738041 3.58727e-05 -4.8915e-05 -0.000640048
internal_weight=43.2628 38.2914 1.06778 4.97138 4.44766 3.92932 1.897 2.03232 37.2236 36.6929 36.1747 34.6102 34.0825 1.05704 1.04969 0.017062 0.0106949 0.00636712 0.00954813 0.00826243 0.00700823 0.00558025 0.00394593 0.0023795 33.0255 32.5119 1.5644 31.9991 26.9256 5.58489
internal_count=4633 3660 112 973 806 732 174 558 3548 3454 3427 3370 3343 1144 1127 847 784 63 760 420 357 284 257 190 2199 2073 57 2019 1852 163
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=16 3 0 6 18 10 7 6 16 19 16 17 0 15 6 15 8 6 3 16 17 7 16 9 15 12 4 4 4 4
split_gain=7.6127e-05 0.000300971 7.79627e-05 0.000232903 0.000176223 0.000468879 0.000404776 0.00568664 0.00532844 0.000363349 0.00073903 0.000452755 0.000890672 0.000271565 0.000341045 0.000154598 0.000561151 0.000197843 0.00011177 9.15065e-05 0.000281503 8.8863e-05 8.78138e-05 8.04952e-05 0.000124434 0.000274796 0.00869663 0.00302367 0.00119866 0.00104333
threshold=22.704946905950003 95.002044955650021 85.990333302400003 16.405383309150004 13.344136431100003 61.944763783650011 23.209106085000005 16.435384010100005 22.594947163200004 14.351157895250003 22.604947139800004 186.51219468755002 86.036037090600004 45.102215827400009 16.565387047600002 41.54912092575001 8.543332867800002 16.525386113000007 93.216908757050007 22.614947116400003 184.16216363550004 23.473156321500003 22.654947022900004 201.16241229375001 40.42701969085001 103.28033049195001 168.18037996940004 169.30632827135003 180.45550734805002 260.65496565085004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -6 -9 11 -11 19 -13 14 15 17 -17 18 21 20 -7 -8 -23 24 25 -5 -27 -28 -29 -30
right_child=1 -3 4 23 6 9 13 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0023764560024932099 0.0024521464639020909 -0.00047047557375198455 0.0033812021918070154 0.00037965797830255289 -0.00020798339966678547 -0.00057085991137289041 0.0012839394462597531 -0.0024991481638173036 -0.082959535559099712 0.00021215127149412229 0.0045349287052931318 0.0009068754402713179 -0.0049345102245041432 -0.0022623281112061438 0.0025579507387823927 0.0035561114891785985 -0.00045220408206008398 -0.00204232254014552 -0.0010776419405988398 -6.7655168624030051e-05 0.0027423549627132761 -5.9909649936767083e-05 0.0012639463407012224 0.0010271712345484494 -5.1753899541059618e-05 -2.9165793083242873e-05 0.080214947348316079 -0.040001200660685021 -0.095740916652053004 -0.001898057158162651
leaf_weight=0.51762253023997296 0.59068246398055524 0.87329108244773579 0.51994080978549106 0.51303312795093214 0.52299917345332403 0.51036746629322516 0.52559858555027617 0.016329090506534527 0.016595811335719191 1.5185170348850081 0.5347692155119147 0.50905307265929856 0.53573802849587082 0.53015777230989769 0.52053448545120673 0.5366991220541405 1.0000900267878021 0.50624566004944327 1.0066340878111066 2.0017534180333314 0.51541241432278184 22.847175853182101 0.51228483991144358 0.51661390641914895 4.5379137326412664 0.49990428302808709 0.0014248717925511569 0.0084687934031184558 0.01322608464726441 0.0013012961963144174
leaf_count=223 65 101 15 89 332 59 132 32 13 40 48 5 43 68 30 63 15 11 10 10 17 2482 30 88 160 4 2 40 295 111
internal_value=-6.45703e-08 0.000708741 -2.48914e-05 -0.000340014 3.43013e-05 0.000498082 -7.36852e-05 -0.00274564 -0.0430552 0.000253363 0.001338 -0.000293516 -0.00208841 -2.06075e-05 2.26799e-05 -2.63162e-05 0.000947636 -8.52485e-05 -4.54457e-05 0.000325898 0.00109389 -1.94385e-06 -3.08768e-05 -0.000166979 -0.000277631 -0.00126573 -0.00287568 -0.0611445 -0.0699033 -0.0873349
internal_weight=43.2604 1.46397 41.7964 6.60951 35.1869 6.64555 28.5413 0.555924 0.0329249 6.12561 2.05329 4.07232 1.04479 27.9854 27.4553 26.9347 1.53679 25.3979 24.8917 3.02753 1.02578 23.8851 23.3595 6.09189 5.57527 1.03736 0.524325 0.024421 0.0229962 0.0145274
internal_count=4633 166 4467 1012 3455 237 3218 377 45 222 88 134 48 2841 2773 2743 78 2665 2654 86 76 2644 2512 789 701 541 452 448 446 406
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=8 19 4 5 15 17 15 17 10 9 10 12 0 9 2 5 0 16 6 18 2 2 18 18 15 17 13 5 5 0
split_gain=7.49134e-05 8.14246e-05 0.000120344 7.33043e-05 0.000293572 0.000955851 0.000402038 0.000284078 0.000127151 0.000194233 0.000177441 0.000124041 0.00552027 0.000862984 0.00297784 0.00191729 0.00268465 0.00158789 0.00111357 0.000882029 0.000148517 0.000202036 0.00206089 0.00174007 0.000156605 0.000162043 0.00015142 0.000145488 0.000601887 0.000720774
threshold=8.8430989333000021 14.651182102100002 264.40103451365002 23.714185006400005 41.831907381600011 192.64609805285002 42.968808980200009 193.94976740385002 61.917879202350001 200.15236065845002 61.944763783650011 217.54417277160005 86.345209775600011 203.80256579455002 199.01127796720002 21.363989181350004 96.870523356300012 22.644947046300004 13.665319288000001 17.959397566400003 188.61740261325005 185.00267682035005 12.722397935550001 12.854871756700001 39.203018015350004 190.19286262750003 117.60122400020002 20.911722254300006 21.191508333600002 86.103248543850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 -6 -5 9 -1 -10 20 -13 -14 -15 16 17 -16 19 -18 21 22 26 -24 27 -26 -12 -25 29 -29
right_child=-2 2 -4 7 5 -7 -8 -9 10 -11 11 12 13 14 15 -17 18 -19 -20 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0023868874543557044 -0.0011656090157028812 -0.00019611119232136197 0.0019623798798962195 -9.4708555553325608e-05 -0.0023890216178107087 0.0047485484865957064 0.0015499985289575335 -0.0025493016527047638 0.0018411852006864 -6.6074342912704814e-05 0.054731610783822549 -0.0932372175634298 -7.5291551444522432e-05 -0.080257615940769675 -0.091574764901508454 0.069601070470049348 -0.083583546796361999 0.0027752354058358723 0.065527211003700889 0.040215514524925819 0.0017140659274249188 -0.001968518004753022 -0.055479100620182631 8.0340610776549068e-05 0.0014342648780176661 6.983974683609925e-05 0.10003165087778965 3.3950319727193484e-05 -4.4620512932560666e-05 -0.0052418385913792142
leaf_weight=0.56359626731884915 0.54467043727200248 0.51261266064261579 0.5206467762182001 3.9030287570584346 0.51712980922977647 0.54797370958523872 0.51932959278931001 0.53628079527406036 0.52668784864363161 1.0012738815712507 0.0012301022114539198 0.0064595781907094132 1.0212420228468988 0.0059968109660532001 0.0046168501923804506 0.0033398024836841502 0.0011546894394740548 0.0029068568983348086 0.0039728133922380948 0.0011473492325637658 0.51291908249457563 0.5136022966354038 0.0056476894767766286 21.330977846072372 1.5313380388106446 2.0167848695024304 0.0018440190469846129 0.50536543367524955 5.5604823648173332 0.53109268675538956
leaf_count=52 204 25 24 698 25 94 20 132 27 15 65 18 736 20 104 34 77 14 23 90 127 56 17 1670 37 22 2 15 114 76
internal_value=-2.4581e-07 1.46156e-05 0.000891526 -7.12466e-06 3.86661e-05 0.00137059 -0.000415331 -0.00039123 -2.05239e-05 -0.000901927 1.99376e-05 -8.64313e-06 -0.00107796 -0.00050795 -0.0196065 0.00161565 -0.0148395 -0.0551217 0.0334598 -0.0218814 2.59197e-05 -1.14052e-06 3.09528e-05 2.29579e-05 3.29166e-05 0.000658713 0.0819049 -4.65882e-05 -0.000457008 -0.00266942
internal_weight=43.2554 42.7107 1.03326 41.6774 37.2381 1.58443 1.03646 4.43931 35.6537 1.56487 34.0888 33.5621 1.05084 1.04438 0.0231352 0.0171384 0.0137986 0.00752371 0.00627485 0.00230204 32.5113 31.9984 31.4848 31.4817 31.476 3.54812 0.00307412 27.9279 6.59694 1.03646
internal_count=4633 4429 49 4380 3550 139 45 830 3411 67 3344 3317 1116 1098 362 342 308 118 190 167 2201 2074 2018 1951 1934 59 67 1875 205 91
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=16 3 3 6 12 18 5 0 8 18 0 17 18 19 12 2 2 15 18 18 2 16 16 10 15 6 8 15 6 18
split_gain=8.15359e-05 0.000284156 8.15711e-05 0.00174089 0.00255248 0.00315733 0.00233475 0.00285012 0.000932556 0.000749409 0.000504735 0.000604736 0.000298022 7.93769e-05 0.000218999 0.00019 0.0001013 0.000312541 0.00159559 0.000532308 0.000257882 0.000258159 0.0105535 0.00137716 0.00073058 0.00304744 0.000954292 0.000609071 0.000725196 0.000305306
threshold=22.704946905950003 95.002044955650021 93.883646373400012 16.545386580300001 115.07681969535001 13.431207332600001 23.636018850950002 85.216057360850016 8.3434888241000014 13.317304170000002 85.662341410450011 191.20566072810004 12.947178517500001 14.651182102100002 58.770113158150004 156.09660346185004 185.72519583365002 41.54912092575001 12.783127173500002 12.854871756700001 189.32640726775003 22.574947209950004 22.554947256700004 62.020040611300011 26.135540888150004 13.665319288000001 7.3442686056500008 21.288946184100002 11.865277230300002 13.744231039150002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 8 9 10 -8 11 -6 -4 14 -1 -15 17 18 -16 -20 -18 22 23 -22 25 26 -25 28 -28 -23
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 15 16 -17 20 -19 19 -21 21 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.04181961943420881 0.0024276315014386263 -0.00041226565520615901 -0.053396918542829776 -0.00027912900144880774 0.001584036388232915 -0.10008883236861776 -0.0044429558902141604 -0.10006753041597323 -0.0019356180480716838 0.099393101461117031 0.10002926203184009 0.10002078642493722 -0.10005302810178983 -0.00051266962106855476 0.061852427731415832 0.0022059718467513801 -0.0025299907036021 0.0024238788916123057 -0.026758291982850624 5.122770059374548e-06 -0.10013331390188113 -0.00071281648359940489 0.0718207437549606 0.0093138230557449058 -0.00040258549673967935 0.075180836439787527 -0.075113078788607915 -0.100020054557851 0.036965051836702185 0.0018067928283460246
leaf_weight=0.0012506135535720322 0.59053391607085248 0.8734775723914936 0.002096710763499164 1.0074179538093506 0.0016365561359571491 0.0030830058307724185 0.0017566959019894588 0.0032080452307218787 0.0026436695930271981 0.001150120149304712 0.0028015713323839009 0.0010087982809636742 0.0039451495514377551 0.50780075428337912 0.0041710938066817907 0.52063328473013826 0.51226652839700104 0.54413036406140136 0.0074332894037912869 32.00959926676768 0.0013766224048440403 5.0563158621872732 0.020763297324947305 0.0080725553230535096 1.0219575347356011 0.0064352658250319541 0.0011481995569566647 0.0015358237142741871 0.0011611387355827674 0.53146461924970356
leaf_count=8 65 101 25 496 80 67 79 63 8 3 4 2 26 14 14 27 52 49 11 1971 9 109 21 672 316 43 103 46 17 132
internal_value=-2.86733e-07 0.000733255 -2.59857e-05 -0.00090454 -0.0279102 -0.00835652 0.0115521 -0.0350804 0.0467969 0.0366412 0.0704493 0.0391226 -0.0838619 -3.76723e-06 -2.62204e-05 0.000863612 -2.75377e-05 4.73502e-05 6.96626e-06 -1.0908e-06 -0.000368026 -0.00020149 0.00122737 -0.00017972 -4.74538e-05 0.0197275 -0.0102159 -0.0512167 -0.01876 -0.000473172
internal_weight=43.2523 1.46401 41.7883 1.03075 0.0233303 0.0172885 0.0142055 0.00611486 0.0080906 0.00290682 0.00544693 0.00264535 0.00604186 40.7575 39.7291 1.02843 39.7278 32.5653 32.0212 32.017 7.1625 6.65023 1.06245 1.04169 1.04031 0.018353 0.0119177 0.00384516 0.00230934 5.58778
internal_count=4633 166 4467 853 357 306 239 145 94 82 86 82 51 3614 3573 41 3565 2045 1996 1982 1520 1468 1227 1206 1197 881 838 166 120 241
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=16 15 8 5 2 3 15 18 16 5 19 18 19 13 3 6 6 16 19 0 0 18 9 2 0 18 16 0 12 15
split_gain=6.60969e-05 0.000279641 7.392e-05 7.08495e-05 0.000249186 0.000572191 0.000180529 0.000534128 0.000179743 0.000209642 0.000125707 0.000108568 0.000250405 0.000724241 0.000247538 0.000187327 0.00016838 0.000164613 0.000190597 0.000135585 0.000502514 0.000119982 0.000104028 0.000102303 8.76077e-05 7.79438e-05 0.000264058 0.00136331 0.0128927 0.00534267
threshold=22.704946905950003 42.80317728375001 8.8430989333000021 23.499898996300001 216.39684782960003 93.571785230250015 41.54912092575001 13.258241318650002 22.674946976100003 20.497141515850004 14.451165964200003 13.480563334700001 14.351157895250003 117.58509325145 93.181958801350021 16.565387047600002 16.525386113000007 22.604947139800004 14.251149826300002 85.990333302400003 86.692020874450009 13.551953225650001 194.03220695150003 146.87900114440004 85.882794977150013 13.956123578150001 20.719951547750004 93.972365491700018 97.388883832800005 34.563011034450007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 11 -10 -6 12 17 19 15 16 21 18 -1 22 -21 -13 -14 -19 -7 -23 27 28 -27 -30
right_child=1 -3 -4 4 10 24 7 -9 9 -11 -12 14 13 -15 -16 -17 -18 23 -20 20 -22 25 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0022532793011798154 -0.0010490431077024018 0.0017785453935259016 -0.0011917927817778908 -0.0040568281016516309 -7.4201240569334164e-05 -0.00075849686369909651 -0.0002688573076159182 0.0035940319372200257 0.0001330572046325908 -0.0027399504610288871 0.0016693295594578735 -0.0015585326613082274 -0.0015791586702370759 0.004329688408840039 -0.0022589560267396221 0.0018516980234653761 -0.0018827880891913171 -0.00096190034033453824 0.00012275862911816055 0.0035036146070361188 -8.4422798320876838e-05 0.00030023965094329265 0.00044795189071400888 4.5139685275174906e-05 0.00084933383985436961 -0.10031690131546374 -0.0023268260026832392 -0.00010997346991499696 0.051912046260276061 -0.0096414944625309758
leaf_weight=0.53069088511293072 0.57851566718397751 0.88452434545115466 0.53451033726034936 0.52223058460913141 2.0222370048190417 1.0134894268228753 1.0200109919351252 0.55147650830734263 0.50236474802659248 0.51369333222828573 0.51981870822928344 0.50850395406758409 0.50906952702553165 0.54588137604878273 0.51306943712182373 0.51281848986083289 0.50708353193658595 2.0234262031876824 2.0112968810261691 0.52681370325444765 1.5066679437004493 6.0592626430557663 0.50359939457848668 2.0117310549721878 0.50913871357897744 0.0086668532988265212 0.52495745214005651 15.212305151796679 0.039548873389438383 0.021914735102882332
leaf_count=201 110 56 130 27 215 494 26 90 8 35 88 20 34 43 21 19 11 29 28 54 20 232 6 17 15 11 106 2304 145 38
internal_value=-2.18118e-07 0.00066046 -2.33501e-05 -8.21023e-06 -0.00037873 -0.00120052 3.81432e-05 0.00108673 -8.81278e-06 -0.00131946 0.000282329 3.02659e-05 0.000303949 0.00097542 -8.61435e-05 -3.84923e-05 -8.08537e-05 -6.27668e-05 0.000567548 0.000374322 0.000845129 -4.00169e-05 -0.000571078 -0.00045984 -0.000220868 -4.70412e-06 -0.000121595 -4.58441e-05 0.0138647 0.0299652
internal_weight=43.2493 1.46304 41.7863 41.2518 4.58691 2.04486 36.6649 1.57149 35.0934 1.01606 2.54206 34.0773 10.1692 3.59203 23.9081 23.3951 22.8822 6.57715 2.54199 3.04615 2.03348 22.3752 1.01267 4.03516 1.52263 21.8667 15.8074 15.2824 0.0701305 0.0614636
internal_count=4633 166 4467 4337 839 536 3498 116 3382 43 303 3339 432 157 2907 2886 2867 275 229 114 74 2856 40 46 509 2836 2604 2498 194 183
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=15 13 19 7 3 6 16 5 9 14 6 17 2 0 17 5 10 13 17 17 10 17 0 15 15 9 17 15 6 16
split_gain=6.76504e-05 0.000207258 0.000117336 0.000109602 6.0546e-05 0.00029231 0.000489999 0.000181275 0.000269225 0.00019593 0.00108632 0.00101612 0.00154726 0.00153936 0.000711049 0.000697942 0.000859124 0.000716334 0.000695457 0.000405471 0.00012871 0.00264499 0.000764887 0.000101753 9.43355e-05 0.00128443 0.000563767 0.000200917 0.000187791 0.000153761
threshold=46.723315192750007 117.61735474900001 14.651182102100002 23.623818563000004 82.081315180750025 12.255286342800002 15.404963976500001 16.546942136250003 211.24289424260004 144.12207640715005 17.130400249100003 176.09745774210003 72.043920985000014 97.32487278035002 174.47088669260003 19.079607437300002 68.327163385350005 106.71565703005002 172.18378740490002 168.88575108035005 75.499969677400017 179.03071761140004 95.550490414250007 25.716185026400002 26.912781836550003 179.11733629770001 183.32030055335002 28.444110612900001 13.990326881750002 18.764956119400004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 12 -11 14 15 -14 18 -18 19 23 21 22 -13 -17 26 -26 -23 28 -27 -29
right_child=1 3 -4 -5 7 6 -8 9 -10 11 -12 20 13 -15 -16 16 17 -19 -20 -21 -22 24 -24 -25 25 27 -28 29 -30 -31
leaf_value=3.2208386624451178e-05 -0.0022871758192941293 -0.00086363884229745586 0.0014923465465660826 0.0012126594136077358 0.0029526991233201085 -0.0039515835004252584 0.00033851601658434341 -0.05062637454667434 -0.00028392646685544454 0.090930831765736048 0.027632389574281314 -0.021925014909891512 0.074990759435900375 0.10005569609867795 -0.07828402622641574 0.00085567252164405513 0.0083845489674573385 -0.10009435887832932 0.076434276305905102 -0.047646713941263762 0.0015831933037062111 0.00016773768741511062 -0.10041949417480155 0.042167697095492618 -0.054014824730765222 2.9985204995891351e-05 -0.0035318356896053929 -0.0017001407405476195 0.0027257955458196603 3.3283803243287144e-05
leaf_weight=5.035188030461998 0.51506216339882449 0.50826504838472686 0.53704931115839727 0.50868106455203588 0.52334763677588003 0.5287161449902873 0.53626644170849147 0.0040634919327108268 0.50497463188639813 0.0029581651815875605 0.0031477609713874699 0.0019947642169587656 0.001230070483245721 0.0016355721745640048 0.0011568005841772208 0.0013074713905007126 0.0010519427799253085 0.0014447925433380693 0.0014271615706916291 0.0014238605349249159 0.51082354537174879 2.0023022220801323 0.0032871411829020758 0.0010959520614215457 0.0043947694524807393 0.50095818328554986 0.51858474946867916 0.52077853389687589 0.5336859529143112 29.431891722873569
leaf_count=1507 112 41 70 25 193 154 138 18 15 12 38 49 22 1 94 282 34 14 46 102 9 23 4 95 39 4 114 262 51 1065
internal_value=-1.89184e-07 -0.000652828 2.37787e-05 0.000174935 4.62595e-06 -0.000286149 -0.00179133 5.51912e-05 0.0013633 1.56865e-05 -0.0164659 1.91777e-05 0.0262765 0.0100319 -0.00449162 0.00501297 -0.00609213 -0.0543892 0.016857 -0.00535882 7.81033e-06 -1.6199e-05 -0.0707753 0.0196938 -5.04672e-06 4.28039e-05 -0.000593321 5.04706e-05 0.00142053 3.14525e-06
internal_weight=43.2482 1.53201 41.7162 1.01695 41.1791 6.10017 1.06498 35.079 1.02832 34.0506 0.00721125 34.0434 0.0147318 0.0117736 0.0101381 0.00898125 0.00775118 0.00249674 0.00525445 0.00382728 34.0287 33.5179 0.00528191 0.00240342 33.5126 30.9917 2.52089 30.9873 1.03464 29.9527
internal_count=4633 178 4455 66 4385 1799 292 2586 208 2378 56 2322 702 690 689 595 573 48 525 479 1620 1611 53 377 1558 1421 137 1382 55 1327
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=5 5 9 6 12 13 17 6 5 10 19 16 12 2 8 18 14 12 16 14 4 12 7 16 17 8 8 15 5 3
split_gain=6.3362e-05 0.000305548 0.000759695 0.000136513 0.00352746 0.000226132 0.000586394 0.000147581 0.000168706 0.00010984 8.31552e-05 9.92486e-05 7.50215e-05 0.00169951 0.00290608 8.90689e-05 8.02036e-05 0.00032801 0.00019812 0.00463947 0.00329914 0.00410471 0.000168765 0.000584197 0.000138219 0.000110123 0.000185716 0.000109325 0.000235637 0.0100857
threshold=17.089764221050004 17.640922824350003 206.22988073345002 13.825323026450002 87.111491403900018 104.55682515125001 181.57898176000003 13.665319288000001 15.332427622700001 67.923894665750012 13.351077205700003 14.544965987550002 94.177001085000015 72.043920985000014 8.4434108459500017 13.552878921100001 287.24487179220006 227.12825541940001 22.574947209950004 327.64162573700008 308.58584608000007 254.38400358715003 23.543468673550006 22.644947046300004 197.02652249450003 8.7431769115000026 8.8430989333000021 43.79812286300001 22.958759589950002 95.346167596350014
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -10 11 -6 15 14 -14 -3 25 -18 19 20 -19 -22 23 -20 -24 27 -27 28 -15 -30
right_child=1 12 -4 5 7 -7 -8 -9 9 -11 -12 -13 13 16 -16 -17 17 18 22 -21 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.070348383611508122 0.0043656676450344609 9.5053381916553558e-05 -0.0010219609775528017 -0.00019880414129684753 0.00017650071838708976 -8.4350071781094432e-05 -0.0043001742945187865 0.0016130778481147985 -0.00026367549245960657 -0.0023515338195512323 0.0013224441507598257 -0.0013154518811012512 -0.013473341069768663 1.5085829962610952e-05 0.082869111607186172 -0.0017682201652097973 -0.0027357266866718708 0.070635209385814593 -0.0038591148448177794 -0.00015211646732231839 -0.088379379531821567 0.09194857663282785 -0.0001920014281755291 0.00026162069231645352 0.0016112412631693737 0.0013561998222096465 -0.00081165056660150348 -0.00097013875628814599 0.05019953211274391 -0.00064053424311061573
leaf_weight=0.0071378274208314654 0.53818249236036197 0.51628846816896157 0.50950017143395598 1.003813447372522 3.0215336961463715 2.5197701798642811 0.53407784933023084 0.51755371249237203 0.49919213000185869 0.5087981636724237 0.50963991773275541 0.52306238649837444 0.0059961435763317139 22.389234632965788 0.0065521842916496098 0.50995303447594142 0.51364560292381511 0.015797101317612139 0.52088616340953819 0.51391398666997135 0.003334787298344132 0.0020310860756183047 2.0032087144991242 1.0133460161960011 0.53956241052976128 1.5278653227178436 0.53304700889363887 1.0376509688829312 0.040873026365716214 0.8608958487042625
leaf_count=64 51 112 35 9 1221 65 51 42 5 76 99 352 33 825 12 52 84 28 51 285 90 6 37 64 181 32 119 87 45 420
internal_value=-1.64754e-07 6.46838e-05 0.0017456 -0.000226097 9.45276e-05 -0.00066756 -0.00162313 4.65671e-06 -0.000159786 -0.00131755 0.000128066 -4.3661e-05 1.05871e-05 3.79756e-05 0.0368324 -0.000830832 2.33252e-05 -0.000338646 -7.16846e-05 0.00173748 0.0476238 -0.0201218 -0.000309124 -0.00113741 0.000190637 9.36321e-05 0.000795494 3.41765e-05 7.89203e-05 0.00166381
internal_weight=43.2463 33.6018 1.04768 9.64458 5.58692 4.05766 1.53789 5.57978 5.06223 1.00799 4.05424 3.5446 32.5541 31.5278 0.0125483 1.02624 31.5153 5.12573 4.61208 0.535077 0.021163 0.00536587 4.077 1.53423 2.54277 26.3896 2.06091 24.3287 23.291 0.901769
internal_count=4633 2649 86 1984 1859 125 60 1795 1753 81 1672 1573 2563 2399 45 164 2354 826 742 409 124 96 333 115 218 1528 151 1377 1290 465
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=12 2 13 8 17 15 5 19 13 9 9 16 13 2 5 0 9 18 15 9 15 5 19 19 19 7 6 17 17 9
split_gain=7.90676e-05 0.00437254 0.000141101 0.000234347 8.229e-05 6.57333e-05 0.000272105 9.41179e-05 6.63066e-05 5.81204e-05 0.000525225 0.000128018 0.000317447 0.00621643 0.0087063 0.00952131 0.00981089 0.00371451 0.0025622 0.00124636 0.000204732 0.000401875 0.0102629 0.00195161 0.00264907 0.000142042 0.000183392 0.000137316 0.000156445 0.000115009
threshold=84.828830943350013 62.357017394150006 104.55682515125001 8.543332867800002 184.89106522365003 46.723315192750007 25.361845021250002 14.651182102100002 117.61735474900001 201.65416293750005 203.42345995920002 22.544947280100004 109.51703040195001 133.03767462420004 20.201591378100002 93.308316333500017 197.47612518640003 13.900697602550002 32.548041893900006 190.07378137140003 28.444110612900001 16.810410538500005 12.451004585100002 12.851036860900001 13.351077205700003 23.727132803250004 16.385382841850003 198.58733702675002 196.39284362915004 199.17419511990002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 7 -7 9 -8 11 -11 12 20 14 15 16 17 -14 -16 -20 21 -3 -23 -24 -25 26 -15 28 29 -13
right_child=1 5 4 -5 -6 6 8 -9 -10 10 -12 27 13 25 18 -17 -18 -19 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029635319946399803 0.074501884568732454 -8.205335243884106e-05 0.00058840757322161394 8.0665109019638885e-05 -0.00097467009000640073 -0.0025037257282522962 -0.00048846484306318868 0.001360820566371798 0.0011241816406914523 -0.0031401988477386743 -1.1287668722731453e-05 -0.00015910181916634482 -0.017496699276521664 -0.0017112293079021906 -0.052183906943439551 0.080010187210458328 0.043852952962292142 -0.10014555710769449 0.042922743103186674 0.095451815174004806 -0.0018443631035607094 -0.0001753756715708947 0.088309389757207868 -0.02341619345500805 0.08840324752404366 0.0012981780343698046 0.00096841689429901792 0.0011006333002303754 -0.0012956333761455444 0.00048618528858776299
leaf_weight=0.5110787832588457 0.0078833172010622787 4.0454390684627217 1.0110121679758637 0.50054901144154829 0.50507149238728732 0.5122180632866814 0.50781055421990362 0.53572996364277869 0.5120616825660953 0.56014741908990018 12.700713630452407 12.602417850220499 0.0098329270622353748 0.51098187853002108 0.0014811310467346397 0.012414197102771141 0.014012787258252501 0.012165921791165601 0.0058977903718186999 0.019292255579784978 0.51593890264776643 0.50551916565132682 0.015318144191560634 0.0045548568902652464 0.003961118067817071 1.015535466486426 0.51062633207427544 1.0201846628444844 1.0183628792624393 3.53724912019005
leaf_count=54 12 1237 64 9 36 72 68 62 38 137 1205 346 19 32 218 14 11 33 11 87 131 321 45 31 20 19 202 38 22 39
internal_value=6.66645e-08 3.37567e-05 -0.00054263 -0.00145728 6.76804e-05 1.93362e-05 -0.000623234 4.44646e-05 0.000321219 2.62148e-05 -0.000143455 0.000114862 0.00047164 0.00150226 0.0297575 0.00448846 -0.0215459 -0.0632036 0.0756374 0.0831531 4.40169e-05 0.000256986 0.002848 0.0669735 0.0285955 0.000460664 -0.000371873 -2.65089e-05 -9.35267e-05 -1.76775e-05
internal_weight=43.2455 40.7178 2.52771 1.01163 1.51608 40.7099 1.53209 39.1778 1.01987 38.642 13.2609 25.3812 7.20297 2.11224 0.075097 0.0484258 0.0360116 0.0219988 0.0266712 0.02519 5.09073 4.57479 0.529353 0.0238341 0.00851597 2.03714 1.02161 18.1782 17.158 16.1397
internal_count=4633 4470 163 63 100 4458 178 4280 106 4218 1342 2876 2431 646 393 77 63 52 316 98 1785 1654 417 96 51 253 234 445 407 385
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=12 2 13 8 17 6 4 4 12 8 15 2 15 17 3 10 13 16 3 14 6 0 15 15 17 12 6 6 0 18
split_gain=6.40967e-05 0.00376142 0.000114136 0.000189272 6.66405e-05 6.17161e-05 0.000804548 0.000549117 0.00217369 0.000137105 0.000269104 0.000318142 0.000246699 0.000200541 0.000177204 0.000129219 0.000434565 0.000212134 0.000386696 0.000183639 0.000481639 0.000171172 0.000190734 0.000258975 0.000119205 0.000159949 0.000104451 0.00014775 0.000146012 8.6766e-05
threshold=84.828830943350013 62.357017394150006 104.55682515125001 8.543332867800002 184.89106522365003 16.465384711100004 157.77812180380002 156.40313730310001 87.111491403900018 8.4434108459500017 41.831907381600011 159.92742394165003 45.102215827400009 192.92322630085002 92.695347879750017 62.041548276350007 117.57433941890001 22.624947093000003 93.794927255050013 244.85040433755003 16.455384477450004 86.393602021950016 42.33967733730001 40.856592954650004 187.81654873955003 102.11013250220002 16.635388683200002 16.555386813950005 86.345209775600011 13.220529463200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 7 -7 -3 -9 10 11 24 14 -12 -11 16 -10 18 -18 -19 -21 -17 23 29 25 -8 27 28 -16 -23
right_child=1 5 4 -5 -6 6 9 8 15 12 13 -13 -14 -15 26 21 17 19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026620034630340308 0.070996615935508045 0.033739289743749921 0.00052978727146671953 7.260102847427771e-05 -0.00087662485828274577 0.03425117690086029 7.0327388951612745e-05 -0.1001090720304368 0.003295427888585434 -0.002059081611254229 0.00054452414081073439 -0.002599189770864257 -0.0025294256899425008 0.0028126111454975823 -0.0011301890141284302 -0.0017491118553114163 -0.0028930127285241632 0.00010270547168883099 0.00045857642615008775 0.0039450293547015685 -0.00039025451029002463 0.0013257884601499707 -0.0018418617534478156 0.0023069514468924616 0.00072069177161155295 -0.001976778636575428 -0.0011842183734130452 0.00067485180820227417 0.00010697566108201338 1.0659620634875978e-05
leaf_weight=0.51202038035415809 0.0074674715724601928 0.0048538799601186558 1.0106225248470173 0.5005223393813385 0.50538996590603336 0.0067947722252296163 1.5023840464026974 0.0021643890643890931 0.52641827572662059 0.52765396671614695 1.5285414074435197 0.51708768140298378 0.52742903931509655 0.52330005685928416 1.5407411139483427 0.54034368310007153 0.52337079830613187 1.5153389370457264 1.0058240569006909 0.52661023623297587 0.49917683645617217 0.514671263710336 0.5183219880263924 0.51854631462720036 1.5321140074811408 0.51167129127620836 0.86925525683662996 2.0682036656507989 2.5049051611567847 19.85036315781996
leaf_count=54 12 7 64 9 36 27 44 47 101 61 67 178 66 42 45 225 47 22 26 47 3 52 83 31 42 289 96 28 14 2768
internal_value=3.99382e-07 3.07405e-05 -0.000488138 -0.00131023 6.09346e-05 1.77219e-05 -0.00015087 0.000107652 0.000101501 -0.000167386 0.000189455 -0.000281948 -0.000438855 0.00112298 -0.000292048 0.000109674 0.000591772 0.000242106 -0.000688513 0.000802133 0.00183536 8.67754e-06 5.30573e-05 0.000100088 5.5942e-05 -0.00044974 -0.000158529 -1.2698e-05 -0.000364185 4.3896e-05
internal_weight=43.2421 40.7136 2.52856 1.01254 1.51601 40.7061 14.1601 26.546 26.5411 14.1533 6.1151 4.06326 8.03819 2.05184 7.51076 26.539 4.59674 4.07032 1.52919 2.54113 1.02579 21.9422 21.4019 20.8836 3.54617 2.01406 6.98311 6.11385 4.04565 20.365
internal_count=4633 4470 163 63 100 4458 999 3459 3452 972 662 553 310 109 244 3405 246 145 73 72 50 3159 2934 2851 375 333 183 87 59 2820
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=15 5 16 16 18 14 14 18 18 9 0 12 4 9 9 10 13 9 18 13 13 10 19 5 5 18 18 18 18 7
split_gain=8.25191e-05 0.000282189 8.53464e-05 0.000222161 0.000361067 0.000181799 0.00018287 0.000172846 0.00290185 0.00525387 0.00372542 0.00176008 0.000339589 0.000263214 0.00127969 0.0003462 0.000825433 0.00072337 0.000271928 0.000709359 0.000423589 0.000314243 0.000277024 0.000178799 0.0137377 0.000791874 0.00396855 0.00442463 0.00131089 0.000167423
threshold=46.723315192750007 25.361845021250002 22.624947093000003 22.614947116400003 13.531614672700002 129.42733769190002 142.92771580715001 13.304953393500002 13.154691941050002 190.64005357525002 86.208098410950015 137.59557428920002 143.58239362595003 183.62474066035003 181.33671263215004 70.348883899450016 98.405632948800005 52.003051165950005 16.161386252450004 85.718799031200021 91.399511060850017 78.290589216800015 10.250827068050002 21.191508333600002 21.990725385850002 13.141419083100002 13.037923179150001 12.899561312100003 12.420159544750002 22.929105819350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -7 8 23 11 -11 -10 -9 14 15 17 18 -14 20 22 -17 -22 -20 -8 -25 26 27 28 -26 -15
right_child=1 -3 -4 4 -6 6 7 12 9 10 -12 -13 13 29 -16 16 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.028403514116030877 -0.00263676460024302 0.00024127973785506002 0.00025700527763547471 -0.0023858752063650951 0.00027848236002843673 0.028097216056002395 -0.00045645052363583435 0.053298746303244132 0.013156362578950876 0.0094298625828279498 0.079639048006664812 -0.067125855710018292 0.072322292754086734 -0.001845782503586448 0.094373615059237873 -0.032323671240504337 -0.07835870093206676 -0.033322012642236352 -0.013316333690959853 -0.067645590165593711 0.011851938852568248 0.074610558242373143 0.056182522799436342 0.094311309807348573 0.0049681290761043996 -0.0002765086396975147 -0.083596939670081277 0.094531008249562995 -0.091350926825351161 -2.3906319697647845e-05
leaf_weight=0.00225149287282178 0.51170204109886874 1.0193086456458589 11.624020102803682 1.0306204961319161 1.0042427003872942 0.0023184324056754182 1.0140011196731149 0.0011931365224872028 0.0048645194396764735 0.013607560056698276 0.016998819330183323 0.0062258683112004221 0.0017548701694064814 0.51440854661811641 0.0017226608303815292 0.0010527278524949963 0.001377879695241572 0.0010277109798693795 0.0011667865386065512 0.0014966573693341312 0.0017314292848570056 0.0014796869623827646 0.0011280205098711527 0.015583914665943555 0.002986214762339936 0.49984731865561116 0.0064611820894572769 0.0042314420174043299 0.0026821004407070184 25.92955343803408
leaf_count=17 72 106 436 37 36 13 46 5 14 19 26 28 20 44 15 116 161 114 291 195 92 64 110 23 322 6 87 44 175 1899
internal_value=4.06918e-07 -0.000720635 2.68735e-05 -6.20401e-05 -0.00107097 1.11485e-05 1.34294e-05 1.11078e-05 0.0010246 0.0270565 0.0484241 -0.0319121 -4.96997e-05 -5.21055e-05 0.0136862 0.00230771 -0.00683548 0.0333039 0.00539874 -0.0140855 0.0227243 0.0407712 0.0208461 0.000322409 0.00180751 -0.000985108 -0.0226337 0.0171546 -0.0406076 -5.93469e-05
internal_weight=43.241 1.53101 41.71 30.086 2.03486 28.0512 28.0489 28.0466 1.58749 0.0416968 0.0306064 0.0110904 26.4591 26.4579 0.0139384 0.0122158 0.00943319 0.00278258 0.00805531 0.00379146 0.00426384 0.00321112 0.00229481 1.54579 0.531792 0.516208 0.0163609 0.00989976 0.00566832 26.444
internal_count=4633 178 4455 4019 73 3946 3929 3916 790 87 45 42 3126 3121 1178 1163 1029 134 868 596 272 156 401 703 657 634 628 541 497 1943
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=15 5 5 5 9 14 8 5 3 2 8 19 6 15 5 0 8 16 0 6 6 17 9 7 6 18 13 16 18 18
split_gain=6.68434e-05 0.000228094 7.53192e-05 0.000268908 0.00066771 0.000182141 0.000553117 0.00013209 0.00010513 0.000255472 0.000132206 9.08438e-05 0.000220129 7.31088e-05 0.000229733 0.000566826 0.000147703 0.000299331 0.00014126 0.001799 0.00968849 0.0045993 0.00358283 0.00510689 0.0047324 0.00251966 0.00147796 0.000126564 0.000102924 0.000506778
threshold=46.723315192750007 25.361845021250002 17.089764221050004 17.640922824350003 206.22988073345002 144.12207640715005 9.3427090425500019 16.632399885950004 82.705037467000025 63.548891378550003 8.0437227585500022 12.551012654050002 11.630271739450002 37.491361913600009 20.911722254300006 86.904409066750006 8.543332867800002 22.624947093000003 86.904409066750006 16.535386346650004 16.285380505300001 193.70011821090003 204.99169312540002 25.121320584100001 15.470361462550001 14.598777227650002 115.53111123975002 20.394952307700002 13.24088655595 13.328768336950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 6 -5 8 9 -1 -10 -11 -13 14 16 -16 -7 27 28 20 21 -20 24 -24 -23 -25 -27 -18 -15 -30
right_child=1 -3 3 5 -6 13 -8 -9 10 11 -12 12 -14 18 15 -17 17 -19 19 -21 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.0023728742865353658 -0.002368988836848317 0.00021719103460241451 0.0041371692345110152 -0.036740168285224584 -0.00091661290743903084 -1.9435300563688477e-05 0.019929230612092522 -0.0010754191103893305 2.3536372251935612e-05 0.00017277372587932196 0.0019984729033407627 0.00015440837082087347 -0.0023570704091521316 -0.00012787930478810839 -0.00029006406216498457 -0.0037491555616176384 -0.0010769330787443929 0.0029950199510716865 -0.041218440998853564 -0.00026620064233465836 0.09161088738146303 -0.10008611368616011 0.081704671443887045 -0.10008123585682882 0.024503780024718556 -0.040997155798720077 0.10000361911890615 0.00084678439304039098 0.0024597285559723489 5.5129848122822549e-05
leaf_weight=0.51432166230185128 0.51254189268182004 1.0191495268996349 0.53656295842115642 0.0046322410340121625 0.50983819016437337 10.635373926379389 0.0027417842316026508 1.5223766401542196 1.0030188006438745 4.5504132640200927 0.51197238623353758 1.007627289432129 0.53391960463203059 6.5282328128937461 4.037606942151994 0.53669399155285624 0.51123031099427807 0.51447202610142984 0.019289897809987799 0.50415347262241994 0.013854991500920733 0.0047050501939196474 0.013471088435835554 0.0027482029485810236 0.0086602457486151252 0.0014227380858481409 0.0015568710568913957 1.0331685917008142 1.0389645633576945 5.6036100095288894
leaf_count=56 72 106 51 39 35 633 25 51 162 1338 36 206 135 212 780 134 38 16 35 8 28 24 28 16 35 37 20 69 42 166
internal_value=5.9265e-07 -0.000648209 2.44201e-05 9.81204e-05 0.00167481 4.49277e-05 -0.0156696 -0.000220617 -6.03795e-05 -0.000232677 0.000690942 -5.19879e-05 -0.00071545 4.86647e-05 -8.83022e-05 -0.000695913 0.000130647 0.000905916 0.000220797 0.00176224 0.0173254 -0.00252302 0.0203988 0.0480742 -0.0193562 -0.0310204 0.0326769 0.000209991 0.000154104 0.000431233
internal_weight=43.2383 1.53169 41.7066 32.063 1.0464 31.0166 0.00737403 9.64365 8.12127 6.60628 1.51499 6.09196 1.54155 31.0092 17.2685 4.5743 12.6942 2.05887 13.7407 0.569863 0.0657091 0.0518541 0.0325642 0.0191989 0.0133653 0.00572781 0.00297961 1.5444 13.1708 6.64257
internal_count=4633 178 4455 2471 86 2385 64 1984 1933 1735 198 1679 341 2321 1670 914 756 123 651 231 223 195 160 101 59 73 57 107 420 208
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=8 13 2 8 5 14 16 4 12 17 0 8 5 13 6 13 2 5 16 16 5 16 16 6 18 16 0 6 0 7
split_gain=8.21887e-05 0.000657209 0.00154038 0.000301957 0.000967873 0.000275978 0.000252122 0.00037652 0.000282703 0.000394636 0.000477386 5.74101e-05 0.00013269 7.40331e-05 9.08576e-05 0.000470062 0.000153404 0.000400163 0.000150485 0.000128792 0.000703658 0.00170655 0.000934503 0.000882437 0.000417044 0.000693205 0.000298578 0.000864554 9.51704e-05 0.000389277
threshold=8.8430989333000021 97.873318238950006 134.46474107450004 7.1444245619500011 13.477720021600001 144.12207640715005 15.344964116800002 310.6261364962001 236.8986526866 180.67147619190004 110.78598263955001 8.7431769115000026 21.990725385850002 117.76521994615001 16.535386346650004 117.61735474900001 153.89888490650003 21.438877744300004 22.594947163200004 22.644947046300004 13.153721664750002 14.824965332800002 16.564961263900003 7.3551718524000007 12.783127173500002 20.834951278800002 86.208098410950015 15.155354102400002 86.345209775600011 22.398098708400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -3 7 -4 -9 -10 -11 13 -13 14 19 16 17 -16 -18 20 21 -7 -23 -24 25 -22 -21 -28 -26 -30
right_child=-2 5 3 4 -6 11 -8 8 9 10 -12 12 -14 -15 15 -17 18 -19 -20 26 24 22 23 -25 28 -27 27 -29 29 -31
leaf_value=-0.09237506386271549 -0.0012207792906783121 -0.023063433370208729 -0.046904482621971555 -0.10001120712496225 0.025330938908940545 0.08428779026395275 0.049750374100479416 0.05496261249874447 0.036834593342715639 -0.06430199635379584 0.012171317875734632 0.0013696153304921666 -0.00010616717910312118 0.00090037172178762572 -0.00016059662632204123 -0.0031281577148890359 -0.00026301702870823142 0.0028935827979850535 -0.0022511457529222701 6.351559617533164e-05 -0.00066406065470389674 -0.079650220487425386 -0.035653022193641463 0.072850366564612593 -0.00062268310843531028 0.10001451538915213 -0.00095867134875669249 0.0047892003998782906 0.034907247929753152 5.9530911809377337e-06
leaf_weight=0.0025283773677501889 0.54394268727809603 0.005177239148891454 0.0015752477739095798 0.0012215671595415247 0.0012428644291446744 0.003317340965760778 0.0010131045009584838 0.0010569393797558169 0.0017241472131965807 0.0014827285487760975 0.0018161743642295392 1.0195702287965098 1.5138641419193275 0.88698878151769989 2.5214528896172279 0.5661537521668637 1.5032111397897452 0.51694105167696847 0.50984683893889116 3.0480562729715635 0.0017844017976135209 0.001359921320258195 0.0014540768090643696 0.0015469754611601161 2.6069931621879716 0.0011088833489338867 0.50494907164829761 0.54318350153880601 0.0031961487586781292 26.917539341509965
leaf_count=324 204 36 306 149 41 20 53 68 120 156 206 32 37 124 37 40 117 250 15 120 135 33 139 37 290 5 21 60 79 1379
internal_value=6.83227e-07 1.62462e-05 -0.0219138 -0.0059112 -0.0367985 2.3266e-05 0.00287014 -0.00333405 0.00795449 -0.00193685 -0.0222005 2.6067e-05 0.000487755 -3.07309e-06 -2.34884e-05 -0.000395765 -8.95257e-05 0.00035903 -0.00076655 3.86889e-05 -3.41811e-05 0.0302343 -0.0108835 0.0202781 -4.20513e-05 0.0379221 0.000564167 0.0020201 -4.57712e-05 1.00967e-05
internal_weight=43.2353 42.6914 0.0136612 0.0111328 0.00246443 42.6777 0.00866834 0.00765524 0.00607999 0.00502305 0.0032989 42.6725 2.53343 40.1391 39.2521 5.61761 5.05145 3.03839 2.01306 33.6345 29.5383 0.00767831 0.00436097 0.00300105 29.5306 0.00289329 4.09619 1.04813 29.5277 26.9207
internal_count=4633 4429 1423 1099 190 3006 909 856 550 482 362 2970 69 2901 2777 459 419 287 132 2318 2117 229 209 176 1888 140 201 81 1748 1458
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=15 5 16 6 12 8 2 18 16 9 7 9 5 5 4 2 0 15 9 7 8 14 6 16 17 4 4 2 8 14
split_gain=7.80531e-05 0.000278501 8.52096e-05 0.000383722 7.81678e-05 0.000163827 9.28133e-05 0.000209545 0.000184901 0.00045136 0.000115062 0.000435521 0.000348731 0.000193777 0.00262501 0.00074842 0.000183018 0.00081187 0.000281672 0.000324649 0.000143789 0.00013736 0.000118841 0.000103365 0.000100606 0.000158812 9.82027e-05 0.000156252 8.60512e-05 0.000215425
threshold=46.723315192750007 25.361845021250002 22.704946905950003 16.695390085100005 84.828830943350013 8.3434888241000014 78.110129541750013 14.766942149300002 19.794953710800005 185.62570708695003 23.109894804950002 194.82237869650001 22.825270530250005 21.950234501100002 177.83314668290004 163.12111328040001 85.990333302400003 37.491361913600009 186.70853236170004 23.050081659550006 8.7431769115000026 178.81552749445004 16.405383309150004 22.644947046300004 183.44170283300005 169.78554988275002 286.34948838025008 206.22726210890002 8.4434108459500017 228.29423602175004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 24 -10 11 16 -13 14 -12 -15 18 21 -8 -20 23 -18 -17 28 -6 -26 -24 -28 -16 -30
right_child=1 -3 3 -5 6 -7 10 -9 9 -11 13 12 -14 15 20 22 17 -19 19 -21 -22 -23 26 -25 25 -27 27 -29 29 -31
leaf_value=-0.0021266924452811686 -0.0026041353434932031 0.00025494974666101663 0.002760216378422194 -0.00055037925059639079 0.00028868175201329104 -0.00013064224447019334 0.00028834862615051817 0.0023409763595006777 -0.00021448528789848212 0.0033787501679325344 0.047267296400926251 -0.0040389815016556412 -0.00038742600789657631 0.0041610984382236815 1.7067920812926669e-05 -0.0012104386732484135 0.00018176840509655486 0.0039861761350508673 -0.0035718143407362044 -2.9322587683749485e-05 0.0015419798192413566 -0.0018200580881632521 0.00080915759395052799 -0.0015271177992166646 -0.0023578403689324145 0.00014410312228130582 -0.0010379829034415919 0.00056641459204525115 -5.8798491110217796e-05 -0.0014503165348187168
leaf_weight=0.5171339596305885 0.51172495077804869 1.019411226498572 0.58459454006515332 0.87286036157286162 1.0051614799978144 2.007119268528323 1.5157988177776296 0.52954850102139017 1.0064379678951807 0.53563618448242767 0.01170541064130759 0.54036343431068601 0.50685998904383922 0.52764532251057961 15.201193290182175 0.52523099498675208 1.0038502530679172 0.54797887441736737 0.53264950758057217 0.50299912421633053 0.51993588493985399 0.52050727240690986 2.54007058618663 0.52486684318864618 0.51392658296663263 0.50105378631269559 1.0066925219662155 1.5289375075435598 4.0367387688111194 1.5358349529801216
leaf_count=89 72 106 47 99 20 49 645 89 30 74 30 55 42 19 2159 121 24 57 65 7 41 323 39 34 46 4 10 54 80 103
internal_value=6.34264e-07 -0.000700592 2.63798e-05 0.000777522 -8.21917e-07 -0.000539565 3.52297e-05 0.000484924 0.000209008 0.00103362 -1.94849e-05 -0.000430193 -0.00227162 6.38208e-05 -7.56687e-05 0.000560689 -1.31366e-05 0.000684954 -0.00058014 -0.00185128 -0.000101068 -0.000501775 0.000221506 -0.000141177 -0.000420456 -0.00112273 0.000369683 -7.05612e-05 -0.00010616 -0.000442309
internal_weight=43.2345 1.53114 41.7033 1.45745 40.2459 2.52425 37.7216 4.09176 3.56222 1.54207 33.6299 5.67101 1.04722 27.9589 21.8303 6.12858 4.62378 2.07234 2.55145 1.03565 21.8186 1.52436 5.60093 21.2986 2.02014 1.01498 5.0757 2.53563 20.7738 5.57257
internal_count=4633 178 4455 146 4309 138 4171 263 174 104 3908 1218 97 2690 2447 243 1121 404 717 72 2417 347 224 2376 70 50 103 64 2342 183
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=8 13 2 8 6 13 10 0 18 7 17 2 12 14 8 19 2 17 13 13 6 2 15 10 16 19 19 2 7 18
split_gain=8.50112e-05 0.00055769 0.00139699 0.000262128 0.00093479 0.00022495 0.00038977 0.000350953 0.000246771 0.000321955 9.81906e-05 8.26706e-05 0.000318857 0.000910399 6.69107e-05 0.000145055 0.000629682 0.000127988 6.61023e-05 0.00010596 0.000231977 0.000361498 0.000187425 0.000201074 0.000496904 0.000939539 0.000153124 0.000176815 0.000126459 0.000428563
threshold=8.8430989333000021 97.873318238950006 134.46474107450004 7.1444245619500011 13.185308072600002 95.636521074450016 82.299080289250014 99.524031531050014 16.161386252450004 27.589407812900003 197.02652249450003 35.561888367500011 66.834523482800009 144.12207640715005 8.7431769115000026 14.151141757350002 201.25557642380002 162.43086425485004 117.76521994615001 117.60660091645001 16.535386346650004 73.064159960350011 46.674706678850008 62.041548276350007 22.604947139800004 14.351157895250003 14.451165964200003 170.01157529015003 23.164713644150002 12.964611930900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -7 -8 -10 -11 -3 -13 -14 17 -16 -17 -15 19 22 28 -22 23 24 26 -26 27 -19 29 -21
right_child=-2 11 3 4 -6 7 8 -9 9 10 -12 12 13 14 15 16 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.090883103364814366 -0.0012417963984630131 -0.028010058571386401 -0.048981477306396348 -0.10000779431760232 0.026424785485793974 -0.0097729894143085624 0.051230726997559699 0.073820566592628714 -0.03666662500132447 0.043193796329245832 0.00057516400703202207 0.044179418032802731 -0.060734175613409595 -0.033614036368652331 -0.00010350741664429418 0.0038554190806214987 -0.0010856937501442481 0.00011639182211678073 0.00084866956557091164 0.00036612266016105774 0.00020741188893240656 -0.0034768241877948438 -0.0018506770140231201 -2.0317485327300692e-05 -0.00045231145880422226 0.0054851991942140091 0.0010769840626326211 -0.0020364819681822524 0.00025988864615929399 -0.003127972146053648
leaf_weight=0.0023259282947847926 0.54379479263617625 0.0010519751303935667 0.0016126713708796633 0.0011391507405130738 0.0012016564927535001 0.0010067173689742859 0.0010289186057730326 0.0010022184785256627 0.0016854846879936769 0.0010685762944125932 0.0010940987097799448 0.0016353147541384718 0.0024662016977420312 0.0011331187958479863 1.5019026966765516 0.52680946138025297 0.50528845852555548 1.5036130522114493 0.88661795965347678 1.0073713264546889 0.50096624804427825 0.56860913872344376 0.5147190204936426 28.992726340410037 0.52107518304273959 0.54550610004844202 1.0137426748988221 0.51118473731014447 3.0315036991743227 0.53877286175863037
leaf_count=324 204 6 199 175 15 58 42 27 180 163 240 12 18 225 15 24 30 215 107 16 3 37 101 1817 39 64 12 132 62 71
internal_value=6.33984e-07 1.64604e-05 -0.020562 -0.00547253 -0.0351035 0.00268877 -0.00636306 0.0319302 0.00772929 -0.00390209 0.021633 2.28087e-05 2.34997e-05 2.18076e-05 2.5319e-05 0.000523688 0.00143638 -6.14448e-06 -5.19568e-06 -2.44837e-05 -0.000425278 -0.00175121 4.28734e-05 7.23298e-05 0.000728256 0.00258445 7.45489e-05 -0.000429825 -0.000115472 -0.000851437
internal_weight=43.2337 42.6899 0.0131654 0.0108395 0.00234081 0.00849869 0.00648975 0.00200894 0.00487708 0.00384816 0.00216268 42.6767 42.6756 42.674 42.6715 2.534 1.0321 40.1375 40.1364 39.2498 5.64722 1.06958 33.6026 33.0878 4.09512 1.06658 3.02854 2.0148 4.57765 1.54614
internal_count=4633 4429 1423 1099 190 909 824 85 625 583 403 3006 3000 2988 2970 69 54 2901 2676 2569 189 40 2380 2279 462 103 359 347 149 87
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=16 3 8 13 7 10 19 5 0 5 5 17 17 8 10 14 0 8 18 15 16 18 7 5 15 12 4 16 16 5
split_gain=7.65521e-05 0.000315184 7.98723e-05 8.66084e-05 0.00017636 0.000120961 0.000321804 9.80885e-05 0.000435433 0.000168886 0.000148887 0.000441443 0.000200221 9.22007e-05 0.000215793 0.000168321 0.000269915 0.000130103 0.000856118 0.00250503 0.000486629 0.000317983 0.000471793 0.000596425 0.000122364 9.28886e-05 0.000219219 8.44724e-05 7.22814e-05 0.000189794
threshold=22.704946905950003 95.002044955650021 8.8430989333000021 117.71413924170001 23.602039070650005 61.923256118600001 14.551174033150001 23.605484525250002 86.036037090600004 24.148799123900002 22.665750084250003 192.80507188075003 189.31980273685002 8.543332867800002 61.993156030000002 258.81881833755006 93.72771580185001 8.4434108459500017 12.880535946600002 35.929665612950011 22.584947186600004 13.829007611650001 25.412871131150002 21.869642762900003 37.408632939650005 86.655272465950006 147.36370056065002 22.564947233300003 22.554947256700004 19.897785533950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 10 9 -9 13 12 -12 17 -15 24 -17 18 19 -7 21 -19 23 -23 -16 26 -20 -11 29 -27
right_child=1 -3 -4 4 -6 7 -8 8 -10 27 11 -13 -14 14 15 16 -18 20 25 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0028142660075834223 0.0024958875606450031 -0.00049555486866601243 -0.0012397964196420961 -0.0022284294345872461 0.00040934705136167556 0.058127282782190065 -0.00072089993984828567 -0.0017045358390724505 -0.0031193188074705677 0.0014450970045585528 0.0015849108863811062 0.0033409118770775753 -0.00082481697709221402 0.0022798173170225605 0.00023892641488090674 0.002906173275631932 -0.00033561936595428044 0.0012383133111346072 0.00054127511701809977 -0.10017332437908272 -0.003456703371504203 -0.0046313145310468871 0.0014472280880180976 0.00019182203811454344 -0.00083387516294525048 2.0965445226303365e-05 -0.0023898907802691587 1.1614653919235201e-07 -0.00019719743670642087 0.0010611816266783015
leaf_weight=0.52606790110602364 0.59046520793481139 0.87288182751865406 0.53373933964493758 0.51152874994843844 0.50242750564939342 0.0015457333019978084 0.50437511788544498 0.50999705245521143 0.54359928356292631 0.50663893734651511 0.52382489287085321 0.53248723834648548 1.0089286508882649 0.51801737755886179 3.5400777076035332 0.52505325211586729 0.50277600646734655 1.0163655445812758 0.50399655536603483 0.0028295757947489619 0.53269241830071212 0.52518199661699305 0.50894831653204553 0.50094100605201675 1.5195734151784561 12.225561072838923 0.51676590081574569 2.0080947893784908 8.5696565698774929 2.0478344880150905
leaf_count=368 65 101 130 104 7 74 15 32 92 137 55 53 23 15 101 54 20 35 12 4 38 75 29 5 23 2262 71 138 174 321
internal_value=5.70419e-07 0.000711502 -2.43362e-05 -8.60381e-06 -0.000921379 1.44064e-05 0.00108389 -1.37132e-05 -0.000513571 -4.5271e-05 3.63572e-05 0.000860446 -1.28247e-06 -1.43595e-05 0.000320464 0.000153732 0.00132041 -9.64183e-05 -1.74411e-05 -0.044248 -0.000707625 -0.000133669 -0.00104205 -0.00227672 -8.32699e-05 -9.33166e-06 -0.000942642 0.000291234 3.23741e-05 0.000170207
internal_weight=43.2329 1.46335 41.7695 41.2358 1.01396 40.2218 1.03044 39.1914 3.56833 3.02473 35.6231 2.06524 1.53275 33.5578 6.6055 6.08748 1.02783 26.9523 23.8682 0.00437531 3.08413 2.55144 1.53507 1.02612 5.05965 23.8638 1.02076 2.51473 22.8431 14.2734
internal_count=4633 166 4467 4337 111 4226 383 3843 399 307 3444 131 78 3313 213 198 74 3100 2918 78 182 144 109 80 124 2840 83 275 2757 2583
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=16 3 6 16 18 10 2 17 15 6 10 2 13 5 8 9 8 6 6 19 4 17 9 5 5 15 15 16 18 9
split_gain=6.20639e-05 0.000255882 7.23879e-05 0.000162764 0.000194265 0.00049584 0.000676758 0.000188231 0.0057513 0.000172532 0.000152598 0.000463519 0.000134645 0.000146677 0.000121404 0.000200446 0.000128164 0.000330405 0.000289152 0.000247916 0.000465524 0.000126089 9.54963e-05 8.86554e-05 0.000368151 0.000217688 0.000553582 0.000169038 9.41771e-05 8.74263e-05
threshold=22.704946905950003 95.002044955650021 16.485385178400005 22.594947163200004 13.317304170000002 61.907125369850007 221.01224434660003 195.14561408000003 36.548474543700003 16.505385645700006 61.93938686740001 203.29256851545003 117.61735474900001 21.252944829650001 8.6432548896500023 204.99169312540002 8.543332867800002 16.435384010100005 15.745367888000002 14.551174033150001 141.79569928155004 193.70011821090003 187.24995708280002 17.089764221050004 16.632399885950004 28.444110612900001 24.474073043650005 18.764956119400004 12.947178517500001 199.39609444495002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 -6 -7 8 -4 -5 11 -1 22 -14 16 -16 19 18 -18 20 -12 -17 -11 24 29 26 -25 -27 -29 -22
right_child=1 -3 3 4 5 6 -8 -9 -10 12 14 -13 13 -15 15 21 17 -19 -20 -21 23 -23 -24 25 -26 27 -28 28 -30 -31
leaf_value=0.0033264363374095247 0.0022509245342741051 -0.00044590282200050442 -0.0001984074300386087 -0.0013837455645025708 0.00026338627422668769 -0.0053200146929217665 -0.00022610932204974416 2.4919545224504362e-05 0.049702799411760416 -0.00032758904177566565 0.050221843333446682 -0.00089930509268293336 0.00022872166834880201 -0.0021726804238373872 -0.0023823768031795978 -0.00065690382111970817 0.0020141838792787758 0.0030267504900053947 -0.00088446803076536922 -0.0021303936583457364 -0.0005160053076075675 0.0011379269055147854 0.00067844348883470311 -5.3575380521182721e-05 -0.0027665643776444574 -0.0016827088266108639 0.0039131829305393403 -0.0011934194546344371 0.00020183639069979906 0.00019194098196370469
leaf_weight=0.52855279635086883 0.58931660049847667 0.87305722574421907 0.51026695361022723 1.0182239264049711 1.004765456702444 0.53753984480863415 0.50663287537287616 3.0320358263968918 0.024191339120505972 1.5062751668599501 0.0018502986568112991 0.51007304272810849 0.50335265591274925 0.51416083026740189 0.52489128054028045 1.5068216872491578 0.52198516259801886 0.51699294652494199 1.0100596129361745 0.52584910228101378 2.5383982241085201 0.52875998003747771 2.5256077531365513 1.009227660481453 0.52310321711111463 0.5240042029159494 0.54008237906936196 0.50293221846916836 12.695892375373019 5.5766187390555375
leaf_count=49 65 101 522 29 12 30 22 90 35 22 8 61 8 44 41 26 56 25 34 77 1227 84 34 281 42 302 75 29 525 677
internal_value=5.31143e-07 0.000640882 -2.18881e-05 -0.000233144 -0.000480565 -0.00132246 -0.00284845 0.00032993 0.00206029 -0.000196271 6.01471e-05 0.00125116 4.3186e-05 -0.000984733 1.75611e-05 -0.000639974 8.11244e-05 0.000840793 0.000103136 1.74288e-05 6.46614e-05 -0.000190681 0.000302599 6.078e-05 -0.000195256 0.000205597 0.00132922 7.87401e-05 0.000148671 -2.95064e-05
internal_weight=43.2315 1.46237 41.7691 11.6831 8.11656 2.04894 1.04417 3.56649 0.534458 6.06762 30.0861 1.03863 5.0494 1.01751 29.0475 2.56047 26.487 2.04904 1.53204 24.438 23.9121 2.03558 4.03188 23.9103 8.63812 15.2721 1.54931 13.7228 13.1988 8.11502
internal_count=4633 166 4467 848 201 64 52 647 557 137 3619 110 108 52 3509 151 3358 115 90 3243 3166 110 56 3158 1946 1212 356 856 554 1904
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=8 2 17 17 16 12 12 7 19 12 4 12 7 0 15 17 18 16 16 10 6 17 9 7 6 16 18 2 7 15
split_gain=9.47643e-05 0.000105568 6.49943e-05 0.000441226 0.000141316 0.000113682 0.000232044 0.000556551 0.000197153 0.000187361 0.000185084 0.000423378 0.000285212 0.000179618 0.000765319 0.000394826 0.000283135 0.000129099 0.000248348 0.000362063 0.000126087 0.000153147 0.000535011 0.000134213 0.000177588 0.000148515 0.00691674 0.00950472 0.00135536 0.00225199
threshold=8.8430989333000021 35.561888367500011 183.58889821140002 182.37451917730002 22.704946905950003 108.01934997995001 114.82338089645002 25.198021589200003 12.751028791950002 92.791843202150019 195.04069921150003 138.67909474840002 23.299327580650004 86.345209775600011 41.29990759910001 192.92322630085002 13.304953393500002 22.604947139800004 22.644947046300004 61.86411003975001 16.525386113000007 192.19686994285004 197.89372115420002 23.393539929150005 16.475384944750001 18.684956306450005 16.115468395400004 181.47666917450002 25.522455861100003 26.003567713650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 7 -7 9 -4 12 -12 -8 14 -13 17 -15 -16 19 -19 21 22 -18 24 -23 26 27 -25 -29 -30
right_child=-2 2 4 -5 -6 6 10 -9 -10 -11 11 13 -14 16 15 -17 20 18 -20 -21 -22 23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.031606778106322495 -0.0013115783069584499 -2.6005937530437309e-05 0.00034058230430236106 -0.0030329191740718188 0.0016075357462511574 -0.0038709163292812267 0.0028987150277031072 -8.6737532985353938e-05 0.00017819694796373283 0.0030504902548674235 -0.0028082481295004665 -0.0040616980873048741 0.00030823537607501035 0.0014700551069733205 0.00059128045326538542 0.0024555083237742061 8.7076448706784515e-05 -8.3271699324577924e-05 -0.00015307909991210878 -0.0038549556140982533 -0.00081573571046783099 -0.0024010999455073056 0.0036028556019663456 -0.096876681686948019 0.00023667576171767062 0.00019362128929554921 0.00021132660325931383 0.073220922287378309 0.058295986266816369 -0.10002012326488099
leaf_weight=0.0010555713524870161 0.54349080188241927 5.887495124421954 0.50304062113463632 0.532104504317365 0.58805501016467943 0.52430681722149985 0.53814960783348498 1.5021557595900956 4.5812562208989007 0.51771222106754067 0.54044205299758274 0.53839086842486406 2.0217570062013692 1.5321012247859496 1.017991203826057 0.54150717647326274 2.0081936528618454 0.49972539395093951 2.5132073323119002 0.51868778111921665 1.5262739328431951 0.51771825534822891 0.55175348000116287 0.01652673395403681 0.50341807352378964 11.635356348554401 1.0210003845564264 0.0043765363558980752 0.0021089231185662527 0.0015654443513417604
leaf_count=6 204 1289 35 110 72 65 48 16 243 24 177 75 149 42 31 102 255 2 77 44 26 70 89 108 5 369 714 93 18 75
internal_value=5.58074e-07 1.7264e-05 1.8046e-05 -0.000275241 6.9961e-05 4.46188e-05 -3.2418e-05 -0.00106582 0.000458223 0.00171501 4.22389e-05 -3.91641e-05 0.000852812 2.08173e-05 -0.000476247 -9.70822e-05 0.00016565 -0.000400899 -0.000686895 -0.00200423 5.33021e-05 0.000134866 0.000844843 2.22124e-06 -0.00110068 9.10329e-05 -0.00105059 -0.0534728 0.0356258 -0.00915373
internal_weight=43.2309 42.6874 42.6864 6.4196 36.2668 35.6787 30.0767 2.02646 5.60201 1.02075 28.0503 25.4903 2.55991 24.9499 5.62951 5.09112 19.3204 4.54961 3.53162 1.01841 17.7883 16.262 2.55995 13.7021 1.02114 12.6809 1.04558 0.0245776 0.0080509 0.00367437
internal_count=4633 4429 4423 1399 3024 2952 2650 81 302 59 2569 2372 197 2195 331 256 1864 154 123 46 1822 1796 344 1452 75 1377 1008 294 186 93
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=8 2 8 19 2 13 13 6 2 15 10 16 19 7 16 18 8 0 6 4 6 18 6 6 19 2 4 18 4 16
split_gain=7.66785e-05 8.6419e-05 8.65628e-05 0.000110284 0.000688505 7.58301e-05 0.000135218 0.000252668 0.000415791 0.000191656 0.000237991 0.000484799 0.000942149 0.000139902 0.000180304 0.000366329 0.000436311 0.000104968 6.56808e-05 0.000207355 0.000118717 0.000106769 0.000281195 0.000230481 0.00017685 0.000160474 0.000312804 0.000117224 0.000104151 9.0553e-05
threshold=8.8430989333000021 35.561888367500011 8.7431769115000026 14.151141757350002 201.25557642380002 117.76521994615001 117.60660091645001 16.535386346650004 73.064159960350011 46.674706678850008 62.041548276350007 22.604947139800004 14.351157895250003 23.567644028800004 22.594947163200004 12.964611930900002 8.2435668022500028 86.103248543850015 16.455384477450004 141.79569928155004 16.515385879350003 13.480563334700001 16.375382608200002 16.245379570700006 14.251149826300002 147.79312796670004 147.36370056065002 13.602243858600003 143.58239362595003 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 9 13 -9 10 11 17 -13 14 -8 -16 -17 -3 19 -12 -20 24 23 27 -21 26 -26 -23 -29 -30
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 18 12 -14 -15 15 16 -18 -19 20 21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.028733583941290736 -0.0011794533830006197 -0.0011801795660191948 3.618940428559702e-05 0.0039030630198204244 -0.0012625514965812889 0.00089451015077516302 0.0011554140855577044 0.00022114594554275852 -0.0037322975407477646 -0.0018794178386170972 0.038737704498280262 -0.00043059030753729777 0.0055142171197715409 0.0006144295870983066 9.3677165156662358e-05 -0.00024343725230620695 -0.0043396393840623854 0.00039714020926853976 -0.0010911043138093495 0.0022132306330710744 -7.1510793107769954e-05 -0.0015514783716443191 -0.0023457723155307186 0.0020730254312698536 -0.00049126073668963571 -0.00018080117038043846 0.0029982584093328156 0.031073351623775371 -5.380224595465278e-05 0.0012969418621410387
leaf_weight=0.0010455699447992064 0.54391236377877916 0.50660183940790959 1.5032907456916285 0.5279435072407066 0.50468407132935056 0.88730786320759492 0.51055206793566243 0.50101145857479401 0.56719386903318991 0.51454522200488995 0.0013847307418498591 0.52086800028155245 0.54608835766975972 1.5189911121599378 1.5055420839887577 0.50657179475149383 0.53431178041430627 2.5236604492869965 1.5255876393425749 0.52717976916508291 4.5416735831856796 0.50913897564931687 0.52345372345734986 0.52344225337219441 0.49980875918845435 2.5116425396881255 0.52853827167928102 0.0010777701390932695 16.798834288822999 0.51142381532190384
leaf_count=6 204 424 15 26 30 139 17 3 44 101 4 39 65 45 16 14 58 37 54 203 87 36 78 33 4 36 75 3 2704 33
internal_value=3.85621e-07 1.54203e-05 1.61245e-05 0.000582752 0.00137843 -1.96675e-05 -4.03291e-05 -0.00049324 -0.00187805 3.57176e-05 6.54884e-05 0.000778903 0.00261207 -0.000169973 -0.000559737 -0.000903621 -0.00234612 0.000133443 -3.52941e-05 4.21047e-05 -0.000327883 3.97684e-05 -6.04085e-05 4.80556e-06 0.000504484 0.000250015 0.00130224 -5.59444e-05 -1.19597e-05 -1.38951e-05
internal_weight=43.2273 42.6834 42.6824 2.53592 1.03263 40.1464 39.2591 5.64417 1.06821 33.6149 33.1004 4.09722 1.06696 4.57597 3.05698 2.54643 1.04088 3.03026 29.0032 22.9359 6.06726 22.9345 18.8674 18.3439 4.06717 3.53999 1.02835 17.8205 17.3113 17.3103
internal_count=4633 4429 4423 71 56 4352 4213 197 47 4016 3915 565 104 150 105 88 72 461 3350 3209 141 3205 2887 2809 318 115 79 2776 2740 2737
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=15 5 19 10 5 13 5 5 5 5 5 5 17 0 10 0 17 3 4 17 16 14 17 7 10 9 8 5 15 10
split_gain=6.33262e-05 0.000208605 0.000139424 6.1997e-05 0.000559632 0.000411553 0.00775715 0.00518197 0.0052132 0.00164986 0.0029342 0.00146636 0.000853872 0.00130657 0.00139954 0.000773492 0.000481021 0.000684341 0.000435825 0.00189487 0.000899101 0.000639876 0.000333937 0.000292245 0.000108568 0.00078709 0.00290542 0.00129354 8.86768e-05 0.00032243
threshold=46.723315192750007 25.361845021250002 14.651182102100002 75.629015667650023 14.47989612135 104.19926021995002 17.756175227850004 16.904667913650005 16.632399885950004 16.411347766100004 16.043149448600001 15.479362323100002 176.09745774210003 92.168410086200012 67.923894665750012 82.605564516150011 167.73286393055002 103.28787291370001 128.88186563570002 179.03071761140004 15.404963976500001 144.12207640715005 189.00567661160002 19.052023743050004 75.085947125300024 179.11733629770001 7.943800736700001 14.835543846500002 28.579157549250002 71.658163008950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 8 9 10 11 22 13 14 15 16 17 -7 -14 20 -20 -21 -1 -18 25 26 27 -23 29 -27
right_child=1 -3 -4 4 -6 12 -8 -9 -10 -11 -12 -13 18 -15 -16 -17 23 -19 19 21 -22 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.060566033013440136 -0.0022763681850298634 0.00019669080695466782 0.0016239442861464464 5.9454830591923504e-05 -0.0033754091092184678 0.091076589526243937 -0.00031445494766913098 0.1001978645241588 -0.07185291903640767 0.1001435836273713 -0.066746143312963455 0.07522271221685578 0.060735225305658946 0.05482083801140443 -0.090732464889845862 0.086399223173828366 0.0094119299708543512 -0.016836613499879326 -0.10040697836754153 -0.047022215282170009 -0.018999790911006662 -0.045579993741219745 0.018370489332478833 -0.05504043118817005 -0.00082196055555305554 0.0027473719133464672 -0.10005783550014645 0.094908358451937666 -9.9924188935923531e-06 0.0001364765484583099
leaf_weight=0.0010161336620071459 0.5126907446903276 1.0189867274531637 0.53737088724233117 4.0327006296923926 0.53756179994500897 0.0010859665483106508 0.50142628228630348 0.012549367413574153 0.0048575194959994397 0.004208942409604787 0.0025944579865608839 0.0071682305278955027 0.0011812679404020745 0.0071468755304522355 0.0015093778338058838 0.0012629191706616805 0.0012083902997524626 0.0012806785132681551 0.0026728605179852085 0.0028934457968635688 0.0027551757766453022 0.0010809346329110894 0.0011340590578399201 0.001683783715022355 1.5173269064540011 0.54636476359246522 0.0032561814587097615 0.0016647660253757413 30.436417071440196 3.5222512880152745
leaf_count=49 72 106 70 1516 218 106 191 7 8 1 8 23 12 18 23 20 96 205 9 14 34 20 45 163 33 94 15 43 1338 76
internal_value=3.97571e-07 -0.000631104 2.35956e-05 2.70111e-06 -0.00034456 4.6078e-05 0.00279939 0.0493674 0.0189618 0.0463243 0.0273094 0.0534966 5.22429e-06 0.0237188 -0.00395878 0.0161239 -0.000752841 0.0326808 -4.76313e-06 -6.75416e-06 -0.0590861 2.14603e-06 -0.0189332 -0.0281113 5.92257e-06 4.23216e-05 -0.0361679 0.0396005 4.86201e-05 0.000487087
internal_weight=43.2273 1.53168 41.6956 41.1583 4.57026 36.588 0.534955 0.0335287 0.0209793 0.0161218 0.0119129 0.00931842 36.053 0.015178 0.00803112 0.00652174 0.00525882 0.00236665 36.0379 36.0367 0.00542804 36.0313 0.00215019 0.00289217 36.0284 34.511 0.00600188 0.0027457 34.505 4.06862
internal_count=4633 178 4455 4385 1734 2651 332 141 134 126 125 117 2319 631 613 590 570 311 1688 1676 43 1633 94 259 1619 1586 78 63 1508 170
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=8 8 5 16 13 10 16 9 9 0 8 6 3 7 17 16 15 16 5 15 18 10 4 5 16 5 5 16 10 13
split_gain=6.19064e-05 8.6859e-05 9.49031e-05 7.95119e-05 9.38641e-05 0.000166263 0.000261038 0.000858529 0.000211624 0.000162903 0.000197879 0.000157853 0.000783721 0.000158443 0.000237918 0.000161693 0.000105172 0.000181134 8.04163e-05 6.53044e-05 0.000281515 0.00193088 7.28771e-05 0.000342449 0.000144252 0.000381003 0.000354942 0.000381889 0.000221406 0.000230494
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 117.60660091645001 62.041548276350007 22.624947093000003 193.49750438550004 192.57902085675002 86.345209775600011 8.4434108459500017 16.515385879350003 93.82450029455002 23.299327580650004 185.54770736950005 22.634947069650003 42.33967733730001 22.594947163200004 23.195398057700004 41.831907381600011 12.854871756700001 64.108972578700019 228.08113677860004 21.482549112100006 22.564947233300003 20.743195000100005 19.897785533950003 22.544947280100004 68.20618276945001 109.34496908160001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -1 10 -10 13 -13 14 -6 -15 19 -18 -14 20 21 -7 23 24 26 -26 28 -28 -22 -30
right_child=-2 2 -4 -5 11 16 7 -9 9 -11 -12 12 18 15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0020460181386621982 -0.0010593790782948826 0.001327099084325151 7.966190271926896e-05 0.0011525629381007247 5.5673357055034831e-05 -0.10011568647240976 -0.00094388632496318267 0.0047787395688852667 0.00024017877661845852 0.00037725924614650922 -0.002548136780379523 -0.0044354356666047026 0.0011044621609659858 -0.00022169997329393412 -0.0025529264683249488 0.0014089332570664805 0.00027448296729914117 -0.0023583631267327558 -0.00048374813474209996 0.0010959483547243064 -0.0020015164013138177 0.060464176197490643 -0.00022568758712536029 0.0026158041131752493 0.00033660993627599172 -0.0021660035204489067 0.0037915699087875511 -5.6036969429779043e-05 -1.7208458103336351e-05 0.0020897482739200466
leaf_weight=0.5168033845316623 0.54412907290423973 1.0204999032648623 1.5157043482157631 0.56835452965606137 1.0037863405971172 0.0017256028254878366 0.51473956043664493 0.53425845159927121 0.5017684471276882 2.0182945852884586 0.51651298620491559 0.52681847117219138 0.50617137679000712 1.5134385237139443 0.53650662198476684 1.0165622690374219 0.5205086386022314 0.52473001095733929 0.86126957723072373 0.50971388202452672 0.53088887863167933 0.0013228540266136957 12.164444104157006 0.52348941911603475 1.5052537379233411 1.0209299182461107 0.53288604224292047 0.50000893091782928 10.125548049401507 0.54727887653280127
leaf_count=447 204 34 38 36 13 14 47 43 17 28 27 46 10 33 60 22 65 89 116 16 82 86 2011 68 30 22 111 3 743 72
internal_value=5.23361e-07 1.4036e-05 0.000581597 -2.18211e-05 -3.86867e-05 2.61892e-05 0.000584568 0.00197067 0.000175376 -0.000142994 -0.00117417 -0.000404271 -0.00115837 -5.33226e-05 -0.00085294 0.000433494 -6.24004e-05 -0.00104726 0.000104143 -2.55878e-05 -4.64105e-05 -0.0304333 -4.3036e-05 0.000102314 1.31851e-05 -0.000674794 0.000155215 0.001929 -8.31445e-06 9.08316e-05
internal_weight=43.2243 42.6802 2.5362 40.144 39.5757 33.6111 4.60238 1.049 3.55338 3.03658 1.01828 5.96455 1.89426 4.07029 1.54029 2.53 29.0087 1.04524 1.36744 27.9635 27.4538 0.00304846 27.4507 15.2863 14.7628 2.52618 12.2366 1.03289 11.2037 10.6728
internal_count=4633 4429 72 4357 4321 4021 609 90 519 72 44 300 172 128 73 55 3412 154 126 3258 3242 100 3142 1131 1063 52 1011 114 897 815
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=15 5 19 6 3 15 16 9 13 0 18 6 19 5 8 10 15 5 13 7 18 18 16 17 6 6 7 4 7 17
split_gain=7.19174e-05 0.000176044 0.000115331 6.12365e-05 0.000202431 0.000238647 0.000168196 0.000523688 0.000291702 0.000164268 0.000161762 0.000155243 0.000145842 0.000137191 0.000129381 0.000130648 0.000119686 0.000191837 0.000171078 0.000165194 0.000163031 0.000800159 0.000233255 0.000157327 0.00011831 0.000326668 0.000143625 0.000122611 0.000112129 0.00013584
threshold=46.723315192750007 25.361845021250002 14.651182102100002 16.455384477450004 92.738363209800013 37.408632939650005 22.624947093000003 197.20558004415003 117.59047016770002 86.09518316945001 13.552878921100001 16.375382608200002 14.251149826300002 20.201591378100002 8.7431769115000026 61.93938686740001 42.968808980200009 23.803605515150004 117.58509325145 22.995234593000003 13.258241318650002 13.063922652800002 22.684946952700002 184.89106522365003 16.245379570700006 14.995350363950001 23.666491602800004 157.77812180380002 22.812602664350003 192.19686994285004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 -8 12 24 -1 -6 16 -16 20 -18 -19 -20 21 22 23 -15 25 26 -12 -28 -14 -30
right_child=1 -3 -4 4 13 -7 7 -9 -10 -11 11 -13 28 14 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.002141172249448453 -0.0021833248602443961 8.8452941417270527e-05 0.0014814241915155576 -0.0029801298733890731 0.0015548535522705313 4.9997341229995976e-05 -0.00082472444978737779 0.0035554323120033449 -0.0023506891146850809 0.00073658079993379772 0.0016323693529041615 -0.0017754179397837695 0.0017442612770150264 -0.00067643494592537639 0.002037328904373044 8.0781578316011939e-05 0.0015289059477784526 0.00048670973034410344 9.6461208014711749e-05 -0.0024513664698722817 -7.7302297579066002e-05 -0.0045452291544463589 -0.0021085853276356791 0.0010862288991512522 0.0014472223668866952 -0.0024977821156350359 -0.0011162143931444065 1.8859580962101025e-05 -0.00022204282138170106 0.0011470055778705693
leaf_weight=0.53030435502635498 0.51294076535960131 1.0182350724504083 0.53687415453714393 0.53391798597658879 0.50832106573215874 0.50647385432239389 1.0120835831185102 0.55531534989358977 0.51761289567730173 2.0165260301873786 0.52246100455128086 0.52629705444322539 0.52264006832410803 1.0082028466447415 0.51581479037395128 1.0086891639599778 0.87573578189767465 1.5109767672679484 0.50383531997067599 0.51418993461356877 4.5404770070121616 0.53272464305678591 0.55287366920310876 1.0173053132480374 0.52424736712600761 0.54030246786022473 1.0151280001124767 15.220921543850153 2.5015053844732908 1.0203893249067872
leaf_count=276 72 106 70 79 8 10 28 93 33 44 345 28 56 408 63 66 17 32 20 33 63 105 23 27 47 123 23 2235 18 82
internal_value=5.0104e-07 -0.000672588 2.52207e-05 6.22444e-06 -0.000162476 -0.00150503 9.44242e-05 0.000732446 -3.12031e-06 0.000214833 4.98862e-05 -8.27519e-05 0.000581888 -5.57633e-05 -0.000120839 0.000742778 -0.000239919 0.000253311 -0.000188399 -0.00119041 -0.000459393 -0.00101703 -0.000288064 0.000208858 -3.27691e-05 -7.76209e-05 4.06304e-07 -5.21088e-05 0.000377441 0.000174608
internal_weight=43.2233 1.53118 41.6921 41.1553 14.1295 1.04039 27.0257 3.58392 23.4418 3.02861 22.9242 18.3494 4.57484 13.0891 12.5808 1.5245 11.0563 3.40474 2.529 1.01803 7.65158 3.11111 2.57838 2.02551 17.8231 17.2988 16.7585 16.236 4.04453 3.52189
internal_count=4633 178 4455 4385 954 89 3431 165 3266 72 3233 2801 432 865 857 129 728 102 85 53 626 563 458 435 2773 2726 2603 2258 156 100
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=8 2 8 19 2 16 6 16 6 3 14 15 16 9 10 2 10 9 6 2 6 18 5 16 7 19 5 2 5 2
split_gain=9.11085e-05 9.43544e-05 5.94075e-05 9.50622e-05 0.000558592 9.00528e-05 9.66066e-05 0.000133373 0.000351816 0.000256954 0.000133572 0.000131793 0.00012484 0.000315543 0.000739593 0.00118769 0.000237299 0.00032789 0.000178052 0.000153345 0.000141811 0.000105485 0.000276083 0.000178133 0.00054242 0.00010601 0.000204112 0.00038313 0.000102191 9.37503e-05
threshold=8.8430989333000021 35.561888367500011 8.7431769115000026 14.151141757350002 201.25557642380002 22.764946765650006 16.465384711100004 22.644947046300004 16.405383309150004 92.367355987800025 286.3521236806501 44.024213102900006 22.594947163200004 196.40176798710004 61.928633034850002 223.32247823975004 61.987779113750001 185.00606802455005 16.565387047600002 217.42844949650001 16.545386580300001 13.829007611650001 20.769304081650002 22.534947303500005 22.995234593000003 14.351157895250003 21.438877744300004 210.71970372160004 21.020044509750004 133.24279810655003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 11 9 -9 -11 21 18 16 -15 -16 17 -14 19 29 -18 23 -23 24 -3 -25 28 -28 -27 -8
right_child=-2 2 3 4 -6 -7 12 8 -10 10 -12 -13 13 14 15 -17 20 -19 -20 -21 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.030625226820886111 -0.0012863352049193007 -0.00074235721142169907 -2.0255238413447542e-05 0.0035056728250053427 -0.001149524644172864 0.0012373162558073989 -2.559626547027633e-05 0.0018980159765817008 0.0030823943776764309 -0.0019735165068865707 0.00031370186333481921 -0.0015552822292446786 -0.00013981993164425489 1.0176394021221106e-06 -0.006773728222070315 -1.4864072079737309e-05 0.0011388811276941046 -0.003047816408209154 0.0019102060260191964 0.0010000056069247227 -0.00013692737997112966 -2.5233663698082648e-05 -0.0023527338880396809 -0.00013107114482799827 0.0037899659917132937 0.0010884561112735087 0.0036508569320374815 -0.00021335589345221996 -0.00064649296198001076 -0.0012046095356761993
leaf_weight=0.0010048820840954367 0.54328190083791739 0.52164927949423112 1.5027485752070782 0.52645756781566866 0.50503472350911238 0.56874996363694563 2.0095428116283034 0.51904947874936569 0.52567124935707799 0.51269277045549067 0.50863841258706088 0.52488604909609193 1.3589148043389512 1.504410437657498 0.53135389507860942 0.50908003237093169 1.5351265048264155 0.54254408137709997 0.51477230576202071 1.0134579958708965 2.0146101234859088 15.788331993918527 0.52663518223280803 4.5197893693657534 0.53473210700517715 0.51255072066851459 0.52566207826021105 0.50124182837316766 1.0055419257259925 1.015111802277733
leaf_count=6 204 330 15 26 30 36 27 54 39 23 18 114 23 14 26 34 48 71 441 75 28 2501 172 37 108 44 38 5 12 34
internal_value=4.91822e-07 1.68721e-05 1.75936e-05 0.000487167 0.00122642 -1.20495e-05 -3.00042e-05 7.64569e-05 0.000848596 8.62887e-05 -0.000834447 1.25461e-05 -0.000259294 -0.000497295 -0.0014167 -0.00346664 -6.80781e-05 -0.00096956 0.000158698 -6.45813e-05 0.000414811 4.62229e-05 -0.000100364 0.000340707 0.00155187 0.000159605 0.000675831 0.0017647 -6.07254e-05 -0.000421288
internal_weight=43.2233 42.68 42.679 2.53424 1.03149 40.1447 39.576 27.0271 2.06605 1.54038 1.02133 24.961 12.5489 7.99604 2.54484 1.04043 5.4512 1.90146 4.55288 4.03811 3.54974 24.4361 16.315 8.12117 1.05638 7.06479 2.545 1.0269 1.51809 3.02465
internal_count=4633 4429 4423 71 56 4352 4316 3495 134 95 41 3361 821 244 74 60 170 94 577 136 76 3247 2673 574 438 136 99 43 56 61
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=8 19 9 15 9 17 2 17 7 15 17 13 9 9 9 6 9 16 17 15 15 7 7 18 5 15 3 5 6 15
split_gain=7.37423e-05 6.35172e-05 0.000193171 0.000355701 0.000270352 0.000291296 0.000146342 0.000337561 0.000299695 0.000100595 8.85288e-05 0.000266558 7.84376e-05 0.00027743 0.000247795 0.000384435 0.000235495 0.000170164 0.00018769 0.000165153 0.000138056 0.000312503 0.000127744 0.000458365 0.000528473 0.000263589 0.000648229 0.00727112 0.00553531 0.0065787
threshold=8.8430989333000021 14.451165964200003 201.16241229375001 46.723315192750007 196.51002155900002 193.29780372785004 166.17270395525003 188.27285108100003 23.209106085000005 11.870705757150002 195.44378352670003 117.71413924170001 199.17419511990002 200.84251237905002 197.47612518640003 16.415383542800004 197.20558004415003 20.394952307700002 180.67147619190004 45.102215827400009 41.54912092575001 23.695207782600004 25.334697901700004 14.830595894550003 18.595543819400003 28.579157549250002 92.738363209800013 21.869642762900003 14.845346859150002 34.761639995350009
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -3 -9 -1 -6 -12 14 -14 16 17 -11 18 -16 20 22 -22 23 25 -25 -15 27 28 -27 -30
right_child=-2 2 3 -5 10 -7 -8 8 -10 12 11 -13 13 19 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.023234570971211153 -0.0011567663004462979 -0.0007545880878035917 0.0033223458006019753 -0.00035414470578610548 3.5024174181146193e-05 0.0026682875381194618 -0.0013875301614740142 0.0034434179466431313 3.3657226533693544e-05 -0.00010959001513147948 -0.0031771868860364103 6.1562399589765008e-05 0.00083877008496073893 0.0007332755165114183 -1.163608738283692e-05 -0.0035240943907253516 0.0020706948689996475 0.00043589144385761618 -0.0027251168478663033 -0.0018490710403912852 -0.0006815849887771404 0.0028162585531036647 0.00020825100883094423 -0.0045284058355561539 -6.0116362442319125e-06 -0.10017671945865712 -9.2473981206985312e-05 7.51051259354808e-05 0.019374765667368732 -0.057157335132261268
leaf_weight=0.0018685752218193788 0.54369550885797835 1.0516144261200668 0.5453073967725286 0.50860522484873627 0.50748301222535008 0.55056419937563683 0.507362090481699 0.53194808234889002 0.50011107325553894 13.088210302963226 0.51598903333513113 0.5007174639031291 4.0568381602546593 2.5271151003762551 0.50096323274467358 0.52093853581845895 0.51488707380438903 1.0163994372051091 0.5189988796799696 0.51324756591120646 0.5020457892096607 0.5199447453958258 7.0686224011782253 0.53381571842953668 0.50082032257662945 0.011343736168615837 4.0095359958068002 0.50814792012533871 0.020749189310663496 0.024487284641509177
leaf_count=504 204 32 110 26 17 96 51 49 2 2167 39 3 91 67 10 27 16 23 40 46 5 38 615 121 9 103 24 22 46 30
internal_value=4.95586e-07 1.52383e-05 0.000325347 0.00154812 4.91461e-05 0.000579354 0.000135481 0.000506325 0.00179113 -3.27535e-05 -0.0010437 -0.00158214 -3.15804e-05 9.68423e-05 -0.000196847 -0.00109997 -2.70647e-05 -0.000479837 -0.00139237 -8.29608e-05 -2.70988e-05 0.00109797 -0.000102721 -0.000372895 -0.00233932 -8.63969e-05 -0.000539236 -0.00371122 -0.0377163 -0.0220534
internal_weight=43.2224 42.6787 5.7197 1.05391 4.66579 3.1416 2.59104 2.08367 1.03206 36.959 1.52419 1.01671 36.9571 20.7967 16.1604 2.5573 13.6031 2.03636 1.01996 16.7399 16.2266 1.02199 15.2046 8.13602 1.03464 7.10138 4.57426 0.564728 0.0565802 0.0452365
internal_count=4633 4429 425 136 289 230 134 83 51 4004 59 42 3500 1217 2283 100 2183 73 50 1126 1080 43 1037 422 130 292 225 201 179 76
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=8 10 5 13 5 5 5 5 5 5 5 14 17 17 18 18 5 10 15 3 9 10 9 12 9 9 0 0 0 9
split_gain=5.96716e-05 5.91936e-05 0.000504512 0.000337628 0.0068872 0.00482713 0.00447578 0.00156829 0.00249213 0.00147758 0.00045799 0.000118581 0.00101028 0.0010411 0.0039933 0.00182055 0.00104014 0.00011108 9.31788e-05 0.000317119 9.69751e-05 0.000585973 0.00655062 0.00601515 0.00738706 0.00342763 0.00210676 0.00216161 0.00188735 0.000399951
threshold=8.8430989333000021 75.629015667650023 14.47989612135 104.19926021995002 17.756175227850004 16.904667913650005 16.632399885950004 16.411347766100004 16.043149448600001 15.839549529050002 11.926356180100003 144.12207640715005 169.76344673365003 179.03071761140004 13.602243858600003 13.317304170000002 22.573811927200005 75.085947125300024 34.563011034450007 93.216908757050007 199.89081775665002 71.246828915000023 218.19383831720003 121.79144674955002 201.81004550795004 206.57490536735003 91.109157582800023 94.770837556450019 93.843319501450011 205.73475031020004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 10 -1 -5 16 14 15 -14 -13 18 19 20 -15 22 23 24 -22 29 -25 28 -28 -26
right_child=-2 2 -4 11 -6 -7 -8 -9 -10 -11 -12 12 13 17 -16 -17 -18 -19 -20 -21 21 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.031001580068322522 -0.0010403416882749615 5.7209820552620141e-05 -0.0032034190610568704 -0.016486030896719239 -0.00027923049565570663 0.10017504180616754 -0.067978383799685529 0.10012979467466017 -0.062746569339026712 0.095337161713556551 0.034669448175746041 0.099904723157314634 -0.035460981454923345 -0.00016700481752996476 -0.088015257293602253 0.10001538925349106 0.0011262465400682406 -0.00081442123022097798 -4.8869351916109286e-05 0.0027194330236209054 0.10005377805651793 0.00013049124731821885 -0.00021919984673366604 0.093709372730123391 -0.10021530154806657 0.018733766717208552 0.050701491355217877 0.076926554260818597 -0.011048756568219917 -0.053827929686104198
leaf_weight=0.0015662269699119324 0.54406763201462993 4.0326030131153257 0.53782407531557019 0.0043524824874755499 0.50154213262554104 0.011349968852241155 0.0046058269872446536 0.0038058070931583652 0.0024769368192210104 0.004041879547003191 0.0032984044442940785 0.0020547993315001806 0.0017240970803110711 4.5658575301512503 0.0055513980535266683 0.0023357070453480233 0.0022153349104905603 1.517318501366218 24.849164503593283 0.51618495396347341 0.0043341271812095119 5.5432100659438319 0.50134191910660775 0.010702872173624201 0.0062526673286811274 0.0047564461274305367 0.01081562542822212 0.011470003073611679 0.0091261063915339946 0.0026449374854564667
leaf_count=82 204 1516 210 34 191 7 8 1 8 3 32 66 182 200 22 9 318 33 1067 73 4 180 12 26 66 12 19 11 33 4
internal_value=3.12407e-07 1.358e-05 -0.000326484 5.43692e-05 0.00255429 0.0481836 0.0183732 0.0445575 0.0259781 0.0506528 0.0135259 1.89254e-05 2.08376e-05 1.53085e-05 -0.0328928 0.042482 0.0486587 2.37308e-05 5.90219e-05 0.000298682 0.000181579 0.000442295 0.00352077 0.0347174 -0.0136886 -0.0497932 0.0553927 0.0423372 0.0224422 -0.086426
internal_weight=43.2186 42.6745 4.57043 38.1041 0.532687 0.0311451 0.0197951 0.0151893 0.0113834 0.00890651 0.00486463 37.5714 37.5671 37.5628 0.0096112 0.0040598 0.00427013 37.5532 36.0359 11.1867 10.6705 6.10465 0.561445 0.0601028 0.0179882 0.0136541 0.0421146 0.0314117 0.0199417 0.0088976
internal_count=4633 4429 1726 2703 332 141 134 126 125 117 114 2371 2337 1953 213 191 384 1740 1707 640 567 367 187 175 86 82 89 63 52 70
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=6 4 12 16 19 6 0 9 13 8 18 17 5 6 2 3 6 7 19 0 4 16 17 17 7 7 12 12 6 2
split_gain=5.48129e-05 0.000478798 0.00176551 0.00119832 0.00139397 0.000155626 0.000221826 0.000291296 0.000203316 0.000198233 0.000580401 0.00067794 0.00019808 0.000186859 0.000382378 0.000127385 0.000115856 0.000528377 0.000265456 0.000450381 0.000115786 0.000225457 0.000140278 0.000226072 0.000340715 0.000205921 0.000106714 0.00372415 0.00117375 0.00196826
threshold=16.465384711100004 157.77812180380002 90.571070795850019 22.794946695500006 14.451165964200003 16.425383776450001 86.345209775600011 186.70853236170004 117.56896250265002 8.3434888241000014 13.360173059150002 184.89106522365003 22.825270530250005 16.245379570700006 187.91736117530004 93.14163192940002 16.505385645700006 23.109894804950002 14.451165964200003 85.882794977150013 240.79927845295001 22.554947256700004 189.00567661160002 192.92322630085002 23.493869161500005 23.913271136350005 217.08460102575 218.12027148180002 13.575317185100001 205.16057895720004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 12 15 11 -11 13 26 -15 -7 17 -3 19 -19 21 -18 -22 -24 -25 -26 -8 -28 29 -29
right_child=1 16 -4 -5 -6 9 8 -9 -10 10 -12 -13 -14 14 -16 -17 20 18 -20 -21 22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.00018775052465351934 -0.087884847070083053 -0.0035615672839225602 0.071878768151242264 0.037792231494149439 0.017548719815134655 0.0002242944602193551 -5.9893162321232021e-05 -0.003067622335938755 0.0019886236525998948 0.0003535123911077503 0.00018477224882824096 0.0054726218480064216 -0.001946875594166511 0.0031895237275035523 -0.00062800983466406877 -0.0016045993770326394 0.0022590034613194573 0.00065880276205146739 0.00050542683109590402 -0.0035402355500171686 0.00039724870395163239 8.7747515478764693e-05 -0.0026919507234547022 0.0018744234924217978 -0.0027052048256857686 -0.00039226762022911337 0.077117033210491237 -0.10010078987510795 0.0012491072658582496 -0.009166952840120415
leaf_weight=1.0085189530900946 0.0026660242319612726 0.53709136331467577 0.0042465620627889509 0.0035158151913492475 0.002367632398090791 1.5063568584155289 19.30017413125762 0.53890675082452011 0.52696187364381231 0.50116818082417169 2.5233303171398802 0.53473288831781041 0.50996152357878344 0.5437459077911615 0.50704620422220614 0.50970296752109634 0.52409735860721962 0.5032436564674756 2.0189299439914521 0.5187303146776685 1.5142262474849757 5.4652508756671523 0.5142529195059059 0.52582651429415372 0.51680221192765463 1.5083946806771562 0.0064125740785949672 0.0029641046225847853 0.52300737104327966 0.012085222271207674
leaf_count=206 34 68 14 27 9 70 1776 87 48 3 38 42 85 61 17 52 379 25 28 18 169 116 49 40 21 59 20 28 227 817
internal_value=6.28608e-07 -0.0001607 0.0191742 -0.00700438 -0.0382931 7.925e-05 -3.35261e-05 -0.0011907 4.81173e-05 0.000554195 0.00100297 0.002996 3.4559e-07 4.78683e-05 0.00134742 -0.000238089 -0.000178188 -0.000670027 -0.000159317 -0.00147253 -1.16803e-05 0.000277743 -0.000390206 -0.000779203 -0.000393618 -0.000982497 -2.09443e-05 0.0013597 0.000456826 -0.0270772
internal_weight=43.2147 14.1596 0.012796 0.00854947 0.00503366 29.0551 23.4798 1.54743 21.9324 5.57529 3.55923 1.0359 21.4054 20.8954 1.05079 2.01606 14.1468 3.578 3.0409 1.02197 10.5689 5.98935 4.5795 3.06528 2.55102 2.0252 19.8446 0.544469 0.538057 0.0150493
internal_count=4633 1056 84 70 43 3577 3372 293 3079 205 83 45 3031 2946 78 122 972 139 71 43 833 495 338 169 120 80 2868 1092 1072 845
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=8 8 19 2 16 6 6 16 15 18 8 17 8 0 15 18 5 12 6 9 7 5 15 13 12 5 7 6 16 9
split_gain=0.000116148 6.52826e-05 9.3359e-05 0.000492072 8.07187e-05 7.82592e-05 0.000162916 0.000518391 0.000356099 0.00111161 0.00106518 0.000172632 0.000423963 0.000113211 0.000179094 0.000124579 0.000197409 0.000426731 0.000159204 0.00048052 0.00613597 0.00518256 0.0077925 0.00908606 9.82335e-05 0.000457931 0.00035248 0.00646266 0.00658066 0.000632191
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 201.25557642380002 22.764946765650006 16.465384711100004 16.415383542800004 22.624947093000003 42.076928760450009 12.880535946600002 8.2435668022500028 191.20566072810004 8.3434888241000014 86.135510041400025 40.856592954650004 13.220529463200002 20.971847224900007 217.08460102575 14.815346158200002 193.00469145105004 24.385896469550001 19.841254985200006 30.247508226550003 113.0174028878 130.71263173160003 21.191508333600002 22.958251375150002 16.525386113000007 22.614947116400003 190.90230715925003
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 10 -1 12 -8 -11 15 -15 18 -18 -17 -20 21 22 -21 -24 -7 -26 27 28 -27 -30
right_child=-2 2 3 -5 -6 24 7 -9 -10 13 -12 -13 -14 14 -16 16 17 -19 19 20 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0089243716251719771 -0.0014533262591419382 8.5792274283076118e-06 0.0033854457639383288 -0.00098374365486067939 0.0011712075036089495 0.00014554185207515472 -0.00068541852934325079 0.0035218721115791913 -0.0025868612666995125 -0.0010275366052293995 0.10001858585790119 -0.000101030278636658 0.0033878103597851958 0.0015412200844935932 0.001896334263360582 -4.9081847899376111e-05 -0.0033616637926055302 0.00069403914725492161 -0.00032038037831256101 0.063986766260338487 -5.0784773142819175e-05 0.073887456647185587 -0.10011975025992013 0.037623212659089578 -0.0033133933953338546 0.017289972413134052 -5.7102599177219786e-05 -0.00012979689991877928 -0.063374389111351209 -0.1002817392880414
leaf_weight=0.001533400295758435 0.54254419421703559 1.5033103847381419 0.52590743361542969 0.5055599322526092 0.56841519296722154 4.3980834744186685 0.50519953074356105 0.53484423473039111 0.54026876017430936 1.0150375754364507 0.0021640913109877147 3.5263728398495893 0.51707750027753718 0.51540764768313607 0.5146250167069607 16.713067728626683 0.52975400769223091 0.50840896208387787 1.0121324290594191 0.015391960514534619 0.52699403140515599 0.021117127063916996 0.0096224224253091961 0.0095336372323799878 0.51959517967588897 0.0098327203740530278 7.0879295985331829 0.51483197471150355 0.0084240448862260564 0.010335106029700114
leaf_count=123 204 16 26 30 36 289 22 72 157 93 7 107 21 45 34 2429 58 116 34 23 88 31 25 15 41 33 131 279 30 18
internal_value=6.08395e-07 1.90947e-05 0.000511282 0.00124395 -1.19893e-05 -2.89867e-05 6.68589e-05 0.00057694 -5.13534e-05 1.26741e-05 0.0548385 0.000230666 0.00137486 3.19738e-06 5.45436e-05 6.8214e-06 -3.40573e-05 -0.00137551 4.20107e-05 0.00099664 0.00328443 0.0348596 0.0110042 -0.0315675 -0.000235346 -0.000440865 -0.000245284 -0.00269975 -0.0489749 -0.083708
internal_weight=43.2133 42.6708 2.53478 1.03147 40.136 39.5676 27.0186 5.08349 21.9351 21.3948 0.00369749 4.54865 1.02228 21.3911 20.3761 19.8614 19.346 1.03816 18.3079 1.59479 0.582659 0.0556651 0.034548 0.0191561 12.549 8.15095 7.63135 0.543424 0.0285919 0.0187592
internal_count=4633 4429 72 56 4357 4321 3500 222 3278 3121 130 150 43 2991 2898 2864 2819 174 2645 216 182 94 63 40 821 532 491 360 81 48
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=8 3 17 0 12 3 15 4 17 2 12 14 6 7 13 18 10 6 10 5 5 9 10 15 17 15 9 17 18 16
split_gain=9.39837e-05 5.55125e-05 0.000433102 0.000928133 0.00108734 0.00110154 0.00060033 0.000577515 0.000399379 0.000334474 0.000227314 0.00173976 0.000210127 0.00044714 0.00877376 0.00572388 0.00212745 0.00240074 0.000579206 0.000322332 0.000137717 0.000190707 0.000108903 0.000120217 0.000493373 0.000116858 0.00136783 0.000817753 0.000169313 0.000104308
threshold=8.8430989333000021 82.081315180750025 174.72950843050003 97.32487278035002 102.11013250220002 87.399085362750014 26.384523135650003 201.80971861865004 168.62011096010002 208.96971526550001 66.834523482800009 144.12207640715005 12.255286342800002 24.355397875400005 104.04332964835001 15.534793034950003 78.196493182200015 13.115306437050002 77.209829048350016 14.47989612135 16.546942136250003 211.24289424260004 75.499969677400017 26.912781836550003 183.32030055335002 28.444110612900001 179.11733629770001 186.34046889365004 15.365045726500002 18.764956119400004
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 -8 -6 -10 -4 -12 -1 -14 15 -15 18 19 -17 -18 21 -13 23 24 -22 28 27 -27 -25 -28
right_child=-2 2 10 -5 6 -7 7 -9 9 -11 11 20 13 14 -16 16 17 -19 -20 -21 22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=7.6248033034440223e-06 -0.001306799062337132 0.10001376819559533 0.039916146168202292 0.1000430987633073 -0.024433938164793091 -0.018676247911202325 -0.10009116744330651 -0.0097586330436766917 0.068798483271552649 -0.003444751772003428 -0.10005355483171052 0.0025483631153323089 0.00061713274185901069 -0.093494352167622141 -8.7350941629848648e-05 -0.02350524415612204 -0.024680276911879729 0.051076974952457756 -0.067016689392280268 -0.10004102517741265 5.200397684077704e-05 -0.00018047517287262096 0.0014793896116050195 0.0023477575790751539 -0.0034103967222855226 -0.005386536347498562 -0.0013721195903892165 -0.10003168178214039 -0.00021612240712271677 5.4727595470247763e-05
leaf_weight=5.0322891295466059 0.54301143234942273 0.002135353373876661 0.0014307514720844896 0.0012660191860049972 0.0018467545837381584 0.0012336960954156609 0.0012115286587870422 0.0017020081215383537 0.0014301234652542363 0.0011612414060028081 0.0017358793884331139 0.51970922085894844 0.50484892035298912 0.016764568140160918 0.52007232124226732 0.0070260090633382788 0.001010307221832818 0.0067961981711164299 0.0054188582998904167 0.0012951269066547866 2.0064300419941477 0.50491010988480411 0.50936103276762779 0.53167800523762199 0.51774575435859516 0.001571461551875041 0.52097408080417196 0.0021783928677905351 0.49959868034966348 30.94119926840046
leaf_count=1507 204 7 9 1 298 73 23 54 101 46 9 180 18 50 80 27 40 37 20 15 124 15 8 61 111 35 267 13 6 1194
internal_value=5.01863e-07 1.71399e-05 6.37086e-05 0.019069 0.00950665 0.0565512 -0.0120525 -0.0473214 0.0111008 0.0364249 5.74772e-05 5.59173e-05 -0.000262252 -0.00153958 -0.00348953 -0.049674 -0.015579 0.0211642 -0.0424514 -0.0670158 6.06711e-05 0.00120365 2.77104e-05 6.59672e-06 -0.000658186 5.82328e-05 2.39029e-05 -0.0603685 0.00110569 3.11008e-05
internal_weight=43.209 42.666 36.5705 0.0119867 0.0107207 0.00336905 0.00735166 0.00291354 0.00443812 0.00259136 36.5585 36.5571 6.09552 1.06323 0.558383 0.0383111 0.0215465 0.00910163 0.0124449 0.00230543 36.5554 1.02462 35.5307 35.0214 2.52418 32.4972 31.4659 0.00374985 1.03128 31.4622
internal_count=4633 4429 2635 603 602 80 522 77 445 147 2032 2023 1794 287 269 189 139 92 47 55 2014 195 1819 1811 235 1576 1509 48 67 1461
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=8 8 5 8 16 2 17 4 13 6 10 2 7 15 5 17 16 5 0 5 15 10 18 6 7 4 5 2 12 5
split_gain=7.60397e-05 6.28647e-05 0.000119758 6.72277e-05 0.000154744 0.000134917 0.000177177 0.000363076 9.50693e-05 0.000331145 0.000232574 0.00068833 0.000185852 0.000131342 0.000144414 0.000130947 0.000525495 0.000567765 8.05253e-05 0.000273605 0.000118786 0.000193026 7.05804e-05 0.000202983 0.000516581 0.000317546 0.000195368 0.00012978 0.000260406 9.66962e-05
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 8.6432548896500023 22.724946859200003 108.63443756215001 195.18216166535004 271.78757961535001 117.60660091645001 16.535386346650004 62.009286778800011 198.08048018110003 23.567644028800004 46.723315192750007 24.225659292200003 185.54770736950005 22.584947186600004 21.252944829650001 85.968825637350008 23.967536448650005 43.376643616500012 62.041548276350007 13.317304170000002 16.465384711100004 24.021206791900003 143.58239362595003 21.950234501100002 157.69206214580001 138.67909474840002 21.363989181350004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 10 12 11 -1 15 14 18 -10 -17 -18 19 -12 21 -20 27 25 -25 -24 29 28 -23 -27
right_child=-2 2 -4 5 -6 6 -8 -9 9 -11 13 -13 -14 -15 -16 16 17 -19 20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0041705564407556635 -0.001175162296164651 0.001335704564453935 -6.5985189900339769e-05 0.00094074927761673597 0.0013309945152174896 -0.0036524645985876181 -8.4667266121533794e-05 0.0001109621673357656 0.0001449593501203985 -0.0027922568223341959 -0.0024766333946262789 -0.00028543249769957417 0.0010399262173338552 -0.0015980137515360458 0.0016840023615521675 0.0014637742220176867 -4.7405526326402936e-05 -0.0047244556967958699 0.0019493479447263774 0.00078288344045317193 -0.0014858174979903373 0.00013528418558543057 0.039627236215254241 -0.0037111140953194018 0.00015607720543301282 1.495316578170926e-05 0.0019235497958725726 -0.0006690607820570172 0.001982348051962503 -0.00098748282158338881
leaf_weight=0.52954291306124401 0.54343178420209781 1.0202325436694075 1.5141852001274427 0.56087225041119326 0.88183309127634757 0.51734551427482622 1.5112008760393107 0.50813218732611531 1.5049286156470665 0.52736779367199371 0.52545796428704139 1.0037975508246435 1.0194900749205542 0.51143445124350151 0.51150114188106854 0.51013636965228659 0.50417429147637427 0.53494484310868451 0.52437728658515936 0.50504252118162185 0.51358841249278953 3.0216254805551968 0.0020238008437541968 0.52706268567496906 1.0022830086154497 18.808523452547707 0.52201357060003317 1.0027464077254249 1.0212678266058217 1.0141530888196921
leaf_count=334 204 34 38 37 43 23 34 22 17 136 157 144 36 79 80 12 8 63 35 9 47 77 9 28 28 2717 77 30 27 48
internal_value=2.73512e-07 1.52466e-05 0.000498267 -1.5261e-05 2.21752e-05 -0.000462789 -0.000773118 -0.00178766 -9.75396e-06 -0.000434401 5.21807e-05 0.00125345 -0.000129159 -9.19117e-06 1.83523e-05 -0.000519401 -0.00116475 -0.00245518 -1.10363e-05 -0.000879162 2.09599e-05 4.91557e-05 1.2144e-05 -6.56175e-05 -0.00117668 1.7895e-05 1.39549e-05 0.000349289 0.000601868 -3.63327e-05
internal_weight=43.2047 42.6613 2.53442 40.1269 37.0293 3.09755 2.53668 1.02548 36.1475 4.60104 31.5464 1.53334 4.07367 30.0131 29.5017 3.05418 1.54926 1.03912 28.9902 1.0305 27.9597 27.4461 26.9217 21.8761 1.52935 20.3467 20.3447 5.04564 4.04289 19.8227
internal_count=4633 4429 72 4357 4241 116 79 45 4198 272 3926 478 136 3448 3369 100 83 71 3289 166 3123 3076 3041 2907 56 2851 2842 134 104 2765
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=8 5 5 6 18 6 9 13 5 15 18 13 8 6 3 19 2 9 13 10 18 7 7 16 5 18 4 18 10 9
split_gain=6.15511e-05 5.55102e-05 0.000238882 0.000237258 0.00014693 0.000216698 0.000487724 0.000108154 0.000206181 0.000104117 8.0595e-05 0.000391312 0.00134748 0.00114246 0.000324579 0.000281939 0.000521938 0.00137453 0.000191692 0.000348412 0.000262623 0.000288945 0.000156846 0.000364829 0.000237381 0.000367827 0.000134337 0.000127744 0.000102182 0.000167893
threshold=8.8430989333000021 23.605484525250002 23.374630421750002 16.405383309150004 13.565012728250002 16.445384243750002 193.70978346765003 117.71413924170001 22.958759589950002 45.793006327050001 13.317304170000002 97.873318238950006 7.1444245619500011 13.185308072600002 93.292185584700022 14.351157895250003 143.79541367925003 185.62570708695003 95.636521074450016 82.299080289250014 16.161386252450004 27.589407812900003 23.365573965200003 22.574947209950004 21.950234501100002 13.829007611650001 143.58239362595003 13.480563334700001 62.046925192600007 190.64005357525002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 8 10 -7 15 12 18 -14 22 28 17 -17 19 -12 -21 -22 23 27 26 -26 -24 -13 -1 -30
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 11 14 13 -15 -16 16 -18 -19 -20 20 21 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00051987486533147784 -0.0010568742478820616 -0.0023151923598687045 0.0021763169983547007 0.0016492819274455208 0.0015106532031488326 -0.00032940715743552814 -0.0033642694898411195 -0.00078910724019286445 0.0020174773935226343 0.0012466945832298451 -0.046796239333749781 0.0012365924680250266 -0.10006034074160863 0.01700563991684759 -0.002531564298138556 -0.00089862170075559293 0.00011910163934249152 0.0062893992908529513 0.032780673391605925 0.052033185064607336 -0.033922959940237411 0.021219265168531336 0.02937825331821934 -0.0031350896839495027 0.0034231032265275791 -0.00035358955469332368 -5.3834105031237707e-06 -0.00098920083714035137 -0.00022860353523063587 0.0013470188969333236
leaf_weight=3.0308788259541846 0.54380997248376317 0.5230300911628819 0.52354101284964727 0.50956692085994548 0.52316461170289308 2.3652120593544339 0.52516821704295846 1.5623003440409764 0.53060247643109093 0.50940708682487557 0.0014268699101089855 0.51141521376724208 0.002824579660916122 0.0011827081176534193 0.51661879599055183 0.50948089068697322 2.0164081926632207 0.55675033276202157 0.0019210285455866227 0.0011139588063824313 0.0016996062355714991 0.0021553466229295992 0.0015560175088492603 0.51955139769779624 0.51925742102321382 0.51231690142726649 22.832061328953284 0.52006324392165504 2.0107105937411416 1.0190245289559241
leaf_count=49 204 166 42 30 67 500 53 39 55 55 192 44 384 19 33 37 28 85 99 50 204 439 5 15 13 75 1323 168 131 29
internal_value=2.93156e-07 1.37693e-05 5.51237e-05 -0.00030088 -6.31944e-05 -0.000273813 -0.00056205 2.52557e-05 6.09748e-05 -5.01085e-05 3.13888e-05 -5.85805e-05 -0.0178734 -0.0655096 -5.01144e-05 0.000286688 0.00106531 0.00285472 0.00507917 -0.00324122 0.00926602 -0.00309233 3.24421e-07 -0.000974111 6.36542e-05 0.00154746 -3.38104e-06 0.000114365 -0.000109343 0.000301343
internal_weight=43.2042 42.6604 37.7049 4.95555 4.43252 3.90935 3.39979 37.1813 35.619 2.87462 35.0884 25.9452 0.0123241 0.00400729 25.9328 9.14325 3.08264 1.06623 0.00831681 0.00639578 0.00496891 0.00385495 25.4162 1.55103 23.8652 1.03157 22.8336 1.03148 6.06061 3.02974
internal_count=4633 4429 3558 871 705 638 608 3516 3477 555 3422 3063 1387 403 1676 359 150 122 984 885 693 643 1643 227 1416 88 1328 212 209 160
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=16 17 10 5 16 15 15 12 17 2 19 6 18 7 6 0 16 15 16 19 6 7 12 8 17 8 2 7 6 3
split_gain=5.39103e-05 0.000338509 0.000250651 0.000343296 0.000196371 0.000853338 0.000133484 0.000127553 0.000119987 0.000501624 0.000146086 0.000362847 9.46409e-05 0.000487963 0.00643142 0.00577265 0.00342637 0.00294699 0.000502069 0.00026125 0.00417376 0.00739734 0.00552998 0.0028365 0.00243529 0.000411465 0.000196968 0.000160843 0.000124427 0.000290351
threshold=22.624947093000003 199.05253715360001 62.095317438950012 20.389142059250002 22.614947116400003 34.969820938750011 34.139075990150012 58.770113158150004 188.13858192940003 147.79312796670004 14.351157895250003 16.515385879350003 13.480563334700001 23.393539929150005 16.475384944750001 89.576736448400013 20.394952307700002 24.474073043650005 11.864972254500001 14.251149826300002 16.445384243750002 22.773029501100002 137.59557428920002 8.1436447804000007 182.37451917730002 3.0476216663000004 233.38240125640002 22.812602664350003 16.565387047600002 93.14163192940002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 7 -6 -2 -1 -8 -10 -11 -12 19 14 15 -14 17 18 -17 20 21 22 24 25 -9 -24 -20 -21 29 -15
right_child=1 -3 3 -5 5 -7 8 12 9 10 11 -13 13 28 -16 16 -18 -19 26 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031934589302957887 0.0017868816878800636 0.0026478090901714247 0.00044315781436144965 -0.0032164251967233487 0.00019932284288044766 -0.0044610536540392164 -0.00018658054133302394 -0.056311342225264252 0.0033758962353906286 0.0011657795063597716 0.00027968999662497369 -0.002603245939119658 -0.097968755863602458 -1.0333079143138155e-05 -0.00054869506062709002 -0.035106010113649298 0.054624567209878405 -0.099046753943032792 0.015430470980367631 0.0017126328014513291 0.00069709758057875145 0.089473682300856894 -0.02908631995527107 -0.1001803271997761 0.099741352440898545 0.046572185360677247 0.068089099130086275 -9.9054693860831913e-05 0.0015031914351748374 -0.0024107158996297105
leaf_weight=0.0012504572264359073 0.51136680534500101 0.53108970579342063 0.50175703004060845 0.52406275076657138 1.5026381725911062 0.53200031897222455 5.4571893264526121 0.0012837739609047891 0.53808149765973201 1.0160451392634966 2.5266403329982272 0.52775963907280843 0.013166888429053752 20.343230808287931 0.51723843773362876 0.0013063221200420722 0.0056165880305343386 0.0047394158855444957 0.0015395532916808244 0.53766698261149759 1.013376894765577 0.014585046116017963 0.0011496966173680789 0.0059446501472848468 0.0045243568806654366 0.0019179747865260555 0.0013187945612815888 5.5327994649136851 0.51530536095560719 0.51672081112337309
leaf_count=11 32 86 22 39 8 75 152 97 51 34 65 57 49 2606 46 98 12 81 83 94 510 32 38 9 8 72 31 81 21 33
internal_value=2.77934e-07 0.000179026 6.60245e-05 -0.00142642 -6.95314e-05 -0.00101923 0.000210769 -2.97988e-06 0.000130699 0.000506405 0.00012708 -0.000218443 -4.35542e-06 -0.000107205 -0.00306221 -0.0500178 -0.00653746 -0.0451177 0.0162538 0.000312585 0.00177479 0.0389145 -0.0108417 -0.0598795 0.065249 0.018217 0.0397263 6.14082e-05 -3.1872e-05 -6.97928e-05
internal_weight=43.2033 12.134 11.6029 1.02582 31.0693 2.03464 10.5771 29.0347 10.0657 4.60853 4.07045 3.0544 29.0334 21.9202 0.544926 0.0276876 0.0145207 0.00890409 0.00416467 7.11325 1.04278 0.0294055 0.0148205 0.00901232 0.00580813 0.00306767 0.00285835 6.07047 21.3753 20.86
internal_count=4633 538 452 61 4095 83 391 4012 359 207 156 122 4001 3060 400 354 305 293 212 941 766 256 224 119 105 110 114 175 2660 2639
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=8 15 13 2 8 5 13 17 12 9 17 0 7 19 8 5 16 16 6 15 12 14 19 2 6 8 15 2 7 8
split_gain=8.87587e-05 5.53733e-05 0.000405237 0.00116359 0.000231549 0.000574099 0.00017806 0.000169864 0.000157781 0.000496947 0.000350434 0.000304013 0.000136473 0.000103616 7.36881e-05 0.00054045 0.00157214 0.00101778 0.000685949 0.000249949 0.000203225 0.000379838 0.000107824 0.000296238 5.4166e-05 0.000188072 0.000247654 0.000270837 0.000215392 0.000195448
threshold=8.8430989333000021 46.723315192750007 97.873318238950006 134.46474107450004 7.1444245619500011 13.6045160441 117.61735474900001 226.29398701740004 254.38400358715003 34.606214986650009 180.67147619190004 110.78598263955001 23.623818563000004 14.651182102100002 8.7431769115000026 13.153721664750002 14.824965332800002 16.564961263900003 7.3551718524000007 17.138389019350004 66.834523482800009 144.12207640715005 14.151141757350002 201.25557642380002 16.455384477450004 8.4434108459500017 41.831907381600011 159.92742394165003 23.131311951800004 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -3 8 9 -5 -10 -12 -8 14 15 16 -4 -18 -19 -17 -21 -22 -16 -24 -23 26 27 -26 -28 -27
right_child=-2 6 13 4 5 -7 12 -9 10 -11 11 -13 -14 -15 22 19 17 18 -20 20 21 24 23 -25 25 29 28 -29 -30 -31
leaf_value=-0.088723925018539804 -0.001270226503934067 -0.0020915762362648366 0.081853628330051151 0.020699772372108249 -0.085389399437686503 0.019841720593615001 -0.00097043240675974939 0.041355536201400256 0.056908439370898713 -0.056387506921193778 -0.044875699953611618 0.023446340024979612 0.0013491586856988411 0.0014356337241389627 9.0529019974593651e-06 -0.047722875768834494 -0.07923362479282503 -0.023253190318317015 0.065489583353538286 0.038722112129832585 -0.050026211714220142 7.1355872158009032e-05 0.0030014742870224306 -0.00039870481493579544 0.00015119798906905734 -0.0013940541603492443 0.00048507612840731882 -0.0022993269022849858 0.0029857779560810639 -0.00020521245601005955
leaf_weight=0.0019625353318222212 0.5430206633550928 0.51372076575460823 0.0030917950105960046 0.0016527195773111411 0.0010713026072877172 0.0010046015585345458 0.50553228847448728 0.0010089148290433059 0.001172957084409787 0.0016928240033365349 0.0012363850082507148 0.0013762332059312765 0.50905554091673366 0.52796263474738125 1.5032829651172499 0.001098122695849634 0.0014574531817856951 0.001775469683395009 0.0017098302067424243 0.0013544026125974487 0.0015185839567938278 25.451934286879357 0.52406303453062697 0.50137567581987241 3.5533332493667822 1.8995080528111428 1.0209346101787558 0.51658081802305611 0.51979986561218527 5.0844124433480484
leaf_count=324 204 105 20 174 152 38 33 66 108 255 147 159 23 40 16 68 34 141 39 12 16 1668 24 20 377 49 43 163 29 86
internal_value=2.02583e-07 1.63756e-05 3.83391e-05 -0.0182004 -0.00465241 -0.0344644 -0.000574671 0.00295038 -0.00248321 -0.0183059 0.0115003 -0.00888611 0.000193391 4.37414e-05 2.56356e-05 -9.09635e-06 0.0259238 -0.00906146 0.0202825 -1.45722e-05 -1.31953e-05 -1.45742e-05 0.000548368 0.001339 -1.2578e-05 -0.000182197 0.000248939 -0.000159839 0.00132874 -0.000528557
internal_weight=43.1987 42.6557 41.1274 0.0121785 0.0102159 0.0020759 1.52831 0.00814003 0.00713112 0.00334554 0.00378558 0.00261262 1.01459 41.1152 40.5872 38.0585 0.00803455 0.00494275 0.0034853 38.0505 38.0494 38.048 2.52872 1.02544 38.0465 12.5946 5.61065 4.06991 1.54073 6.98392
internal_count=4633 4429 4268 1423 1099 190 161 909 843 429 414 306 56 2845 2805 2745 234 214 180 2511 2443 2431 60 44 2415 747 612 540 72 135
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=8 16 10 6 6 10 15 8 8 14 4 7 7 15 15 17 12 2 2 2 19 13 13 4 19 15 16 7 6 15
split_gain=7.18356e-05 5.11193e-05 0.00102391 0.00746208 0.00788254 0.00549592 0.00722186 0.00309487 0.00193549 0.00131147 0.00076836 0.000750524 0.000661788 0.000592076 0.000155468 0.000379627 9.20963e-05 0.0041679 0.00262436 0.00333235 0.00221493 0.00567631 0.00992114 0.00443617 0.00185407 0.00125907 0.000641109 0.00162549 0.000335767 0.000115046
threshold=8.8430989333000021 18.664956353200004 74.757955233350017 14.355335410100002 14.375335877400001 71.053259929650025 29.326787846200002 7.6440346712000009 8.1436447804000007 267.69469468855004 256.08338064055005 23.445318439400001 22.375171215700004 21.998656772400004 27.063546193350003 172.68891404560003 111.22210529245002 95.315866703450013 97.889449657450015 100.92170827030002 12.350996516100002 104.19926021995002 104.04332964835001 274.52314445175006 12.451004585100002 20.343341900300004 17.684958644900004 26.366329164100005 13.665319288000001 21.086216674150005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 12 10 -8 11 -6 13 -1 -3 -16 -4 -18 -19 -20 29 22 23 25 -25 -22 27 28 -26 -21
right_child=-2 14 16 4 5 -7 9 -9 -10 -11 -12 -13 -14 -15 15 -17 17 18 19 20 21 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0041241039691183824 -0.0011422937463338955 0.0017897262467805786 6.4175090441474027e-05 0.087785484194839877 -0.0218816030907686 -0.097939968721593676 -0.091930249627787994 -0.10007621683179707 0.092420535394551695 0.010634161835057556 -0.058320962739189033 0.10000759988936064 0.051440197465698181 -0.0915027167002921 -0.055058714219380057 4.5503031545931917e-05 -0.10007344846194442 0.068729223482538834 -0.10029690858979634 0.0011810152631365077 -0.0070286334129865298 -0.098544854676624202 0.092092104110846743 -0.091299039243302141 0.02723896995276472 -0.10008269550376366 0.089946770217987679 -0.066931336419263451 0.098656410927963789 -0.00054052913844015104
leaf_weight=0.0018302586395421228 0.54342944127281967 0.51770209255192767 6.5460265154009143 0.0097216855283477344 0.0010068260822198856 0.0064439048473339247 0.0054085000645471828 0.011113726079031494 0.0070923175617281231 0.0016201780205092886 0.0013426891881242122 0.0010138619982171804 0.0015579629652172633 0.0010018950716461639 0.0012502683100227277 33.46244749723315 0.0042120641498820657 0.0054616322544921428 0.0033526503788089404 0.52275768726443561 0.0017389379215813081 0.0081616414637437629 0.0077026926301186896 0.0012995983643229172 0.0012396067406683642 0.0088754566713035166 0.0018226504712970382 0.0014384115302874534 0.0014038258314030827 1.5078905828765916
leaf_count=106 204 128 289 9 362 134 23 76 15 65 87 6 71 80 36 1385 15 17 16 956 33 29 25 28 73 110 29 84 8 134
internal_value=1.87758e-07 1.47435e-05 -0.000201957 -0.0145938 0.0118533 -0.0189968 0.0100979 -0.0719954 0.0627918 -0.0682882 0.000313973 0.0392752 -0.000907953 -0.0297046 7.00486e-05 4.34442e-05 -0.000119923 -0.00070004 -0.00049814 -0.000680999 -0.000519214 -0.0259526 -0.00273765 -0.0437313 0.0168344 -0.0848378 0.0406349 0.0186159 0.065166 -9.73453e-05
internal_weight=43.1974 42.6539 8.67254 0.0491538 0.03365 0.0239283 0.0174844 0.0155038 0.0104557 0.00702868 0.00336338 0.00202069 0.00439012 0.00283215 33.9814 33.4637 8.62338 2.07736 2.07315 2.06768 2.06433 0.0336828 0.0255212 0.0178185 0.00720409 0.0106144 0.00590449 0.00408184 0.00264343 2.03065
internal_count=4633 4429 2880 1034 701 692 558 333 470 88 455 368 257 186 1549 1421 1846 1557 1542 1525 1509 419 390 365 222 143 194 165 81 1090
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=8 5 5 17 5 2 18 14 15 9 9 17 10 9 16 6 12 17 16 0 5 6 6 15 18 8 0 6 15 5
split_gain=5.81139e-05 4.7386e-05 0.000131717 0.000614985 0.00108564 0.000712093 0.000621107 0.000605823 0.00044228 0.000171739 9.89773e-05 0.000284865 0.000132423 0.000101344 7.96585e-05 7.56351e-05 0.00252828 0.000185315 0.000609014 0.000108185 0.00017839 6.03578e-05 0.000141707 0.000250316 0.000328626 0.000649707 0.000180131 0.000288668 0.000182763 0.000186885
threshold=8.8430989333000021 16.904667913650005 17.640922824350003 174.72950843050003 20.971847224900007 118.20523333310003 13.154691941050002 144.12207640715005 24.474073043650005 66.544071737050004 214.18224820805003 179.03071761140004 71.053259929650025 210.61272793875003 18.664956353200004 13.825323026450002 87.111491403900018 183.32030055335002 18.764956119400004 98.230883170350012 14.47989612135 16.465384711100004 16.425383776450001 37.491361913600009 13.344136431100003 8.2435668022500028 86.264556031700025 16.405383309150004 42.33967733730001 19.897785533950003
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 -4 9 -5 -3 -6 11 -9 -12 14 -13 16 -1 -17 -19 -18 -21 22 26 -24 25 -25 27 -16 29 -28
right_child=-2 2 3 7 6 -7 -8 10 -10 -11 12 13 -14 -15 21 17 19 18 -20 20 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.06548757889825324 -0.001027335889766408 -0.00027561635688448275 0.078137755306047385 -0.057778149446954502 0.029537426987008838 0.0026474402312364111 -0.07594940952641055 -0.043058653925382606 0.0032614780842509018 -0.017157443850543207 0.0020724825280368053 -0.0012348171921029133 0.00022112646044143578 -0.0014131945189806386 -0.0029454780809792767 0.00016957799875075004 0.0013570917471776676 -0.0040755331386105416 -0.00014977025682299925 5.9721424620898223e-05 -0.0019145502898833132 -0.00012532773825881739 -0.00042529420368744386 2.9778528916830061e-05 0.00040519063004171497 0.0050401877053766475 -0.00012443846789354004 -5.5108201419164457e-05 -0.0016717781765294229 0.00086218157079378491
leaf_weight=0.0059007196348249682 0.54379716070989204 1.0054011273545445 0.0038352544436372213 0.0018136137132483956 0.0018581803713191289 0.0018534013102692315 0.0011464368833666665 0.0015382215805982416 0.54521699971564874 0.0013671559392130961 0.51985643145867699 0.51278717149613129 1.5044397528237103 0.5158774015351949 0.52440393301933141 2.0103578344642301 0.52083128472697371 0.53647256361159645 1.5002528902987251 4.0307363310962119 0.51629657425407671 14.118491559904848 1.5135991467104748 0.50539580260010575 2.0224047704246004 0.53042570645594722 5.0581117571336982 1.0130329746383493 0.52680894192995076 3.094414681854758
leaf_count=64 204 22 24 12 75 53 57 134 81 396 79 246 39 84 92 16 227 90 8 1416 143 405 106 13 39 28 185 35 79 181
internal_value=-1.00677e-07 1.29984e-05 6.79816e-05 2.433e-05 0.0247447 0.0535425 -0.0127276 1.65493e-05 0.000968071 0.0097444 1.98287e-05 -2.59311e-05 0.00069657 -2.37199e-05 6.44523e-07 -0.000189095 6.80925e-05 -0.000511527 -0.00118381 -8.07808e-06 -0.000164449 2.25606e-05 0.000163748 0.000626496 0.00114706 0.00259552 -4.33239e-05 -0.00104098 0.000133399 0.000250048
internal_weight=43.1887 42.6449 33.5241 31.9735 0.0100604 0.00568866 0.00437177 31.9634 1.55062 0.00322534 31.9616 29.9373 2.0243 29.9358 29.4199 9.12085 5.07376 4.04708 2.03673 5.06786 4.54703 28.9071 14.7886 4.57183 3.05823 1.03582 10.2168 1.53744 8.67934 8.15253
internal_count=4633 4429 2465 2362 605 77 528 1757 103 471 1745 1627 118 1493 1409 1964 1850 114 98 1786 1559 1163 758 186 80 41 572 127 445 366
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=16 17 13 15 16 15 17 2 6 6 10 10 8 16 6 5 6 19 14 17 7 15 13 12 12 16 17 12 17 2
split_gain=5.46581e-05 0.000275754 0.000231568 0.000491612 0.000202944 0.000863018 0.000116195 0.000626989 0.000745032 0.000289415 0.000208343 8.53486e-05 0.000510047 9.24165e-05 0.000197933 0.000163641 0.000104795 0.000134462 0.000105634 0.00028891 0.00452135 0.00345891 0.00337361 0.0034619 0.00114583 0.000750405 0.000650318 0.000245363 0.000342264 7.70395e-05
threshold=22.624947093000003 199.05253715360001 117.50981642375002 35.929665612950011 22.614947116400003 34.969820938750011 188.13858192940003 176.47634813035003 16.415383542800004 16.515385879350003 61.93938686740001 61.993156030000002 8.4434108459500017 22.594947163200004 16.475384944750001 24.225659292200003 16.565387047600002 14.451165964200003 227.64501646235001 189.90635174060003 23.032419884600003 28.298162031900002 108.79383516485002 178.58312952045003 194.34319615655002 12.644970430600003 185.54770736950005 144.66294237600002 203.65799419860002 178.46521675150004
decision_type=2 2 2 2 2 2 2 2 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 11 -6 -4 8 -8 10 -9 12 -1 15 29 16 17 18 27 20 -20 22 23 -22 25 -25 -26 -13 -29 -15
right_child=1 -3 6 -5 5 -7 7 9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0018336137765133645 0.00023273576993740406 0.0024100147267556073 -2.9985343345910858e-05 -0.0035385986907223604 0.00018930086600415675 -0.0044986405462097033 -1.0734110257489935e-05 0.0014840914336299452 0.0052868189140037655 -0.002202358079366367 -0.00036910982208669457 2.717925004222473e-05 0.0020153786459531963 0.0011676965889887232 -0.0016768613074864503 0.0017720856808433217 0.0013709724477218414 -0.0016055263736001657 -0.00065029571859981762 -0.00015494587998519843 -0.093926390611301411 -0.10015326380023115 0.10002878221777607 -0.0080193842764970432 -0.069454527837973637 0.098526314193164918 0.022956003456497787 0.0033683209024302041 -0.00025753149716614394 -0.00057885619160837586
leaf_weight=0.51869960640730894 1.0018284183024615 0.53024965909298849 5.9609509422683331 0.52771684802681473 1.5025379802973469 0.53164222465978728 0.50919196018367052 1.0149963351409503 0.55465199244372343 0.52590520716635669 1.507862688247039 14.184180832289352 1.0238692844600334 0.50765401891612361 1.0181804006038531 0.51546639043299336 0.52420853775049181 0.54886173246376202 0.50149889204469933 8.1111052957023322 0.0056751651690518934 0.0078851330860167934 0.0020871642627753326 0.0010273732671884916 0.0016683175899570857 0.0018538222172921337 0.0014010474342072143 0.53889387353945639 0.5036579092611646 0.50257764026158469
leaf_count=548 24 86 173 43 8 75 9 15 80 56 52 1059 23 19 24 109 76 97 186 1292 117 44 3 42 186 17 52 73 13 32
internal_value=-2.90719e-08 0.000179949 7.80369e-05 -0.00106843 -7.03481e-05 -0.00103591 0.000252114 0.000660998 0.00275123 -6.83723e-05 0.00037647 -2.66706e-06 0.000721128 -4.32999e-05 -0.000692897 8.47533e-06 -2.79842e-05 -5.80272e-05 -2.24309e-05 -0.000301846 -0.00257966 -0.0473789 -0.0170329 -0.0380489 0.0152425 0.0605344 -0.0272727 0.000136009 0.00161667 0.000298808
internal_weight=43.188 12.1334 11.6031 1.52955 31.0546 2.03418 10.0736 4.11261 1.06384 3.04876 2.52286 29.0205 1.54257 27.4779 2.02841 25.4495 24.934 24.4098 23.8609 8.6342 0.523097 0.021598 0.0137129 0.0116257 0.00595056 0.0028812 0.00306937 15.2267 1.04255 1.01023
internal_count=4633 538 452 67 4095 83 385 212 89 123 67 4012 571 3441 75 3366 3257 3181 3084 1939 647 461 417 414 297 59 238 1145 86 51
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=8 15 13 2 5 8 10 18 19 18 16 6 19 9 9 8 5 6 9 13 6 6 7 0 10 9 7 5 16 9
split_gain=0.000110319 4.86208e-05 0.000294899 0.00107715 0.000213878 0.000172502 0.000182088 0.000288214 0.000264701 0.00054302 0.000404377 0.000106892 9.6359e-05 0.000380751 0.00035821 0.000167401 0.000367699 0.000688229 0.000106728 7.53044e-05 6.1988e-05 0.000640744 0.00081896 0.000199147 0.000148657 0.000138938 0.0001426 0.000118671 0.000403709 0.00016213
threshold=8.8430989333000021 46.723315192750007 97.873318238950006 134.46474107450004 25.361845021250002 7.1444245619500011 90.679004281900021 18.324911823050005 10.450843205950003 16.161386252450004 12.184971506200002 5.1951213832000009 14.451165964200003 201.16241229375001 199.39609444495002 8.543332867800002 21.438877744300004 16.425383776450001 189.68479361675003 117.61735474900001 16.465384711100004 16.505385645700006 23.602039070650005 86.624809421150005 62.068432857650002 193.49750438550004 22.747724408400003 21.836296031200003 22.624947093000003 198.44478460200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 -5 10 -10 -12 20 14 15 16 18 -18 -14 -6 27 22 -22 24 25 26 -23 -4 29 -29
right_child=-2 4 12 5 19 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.08666665564287826 -0.0014172971476365797 -0.0022014990389732469 -2.7186285557009774e-05 0.039533540258340626 -0.00055993367214813715 -0.029473219206114211 -0.036148986552100935 0.054016486734349778 -0.041767302883307718 -0.068779751659436214 0.010818173699496336 0.054990810661860214 0.0012898194421517659 0.002949877693934325 -0.0023555224680751937 -0.00062834172701073865 -0.00030996655548631863 0.0047813736049381501 -0.0003789542482456065 0.0011617985074241605 -0.0052778002185354571 1.20227038867193e-05 0.00033356244157580736 -0.00081291330874209164 0.0019477909959713423 0.00065674893781474477 -0.0018335090460847422 -0.00061085926094147573 0.0031124340369418553 0.0007552562355514278
leaf_weight=0.00181395413602804 0.54236791092648573 0.5124558747423541 22.323039509350128 0.0013153973650351647 0.50615962575552298 0.0019539283332178923 0.0010027438998271576 0.0011998155972960944 0.0010329674341140911 0.0012067813368296099 0.0010397003501694257 0.0011579439473052844 0.51248454078450212 0.54354916595798375 0.50724348420908771 1.0548991249568187 0.5107480564547584 0.55293465491013194 1.5198079876281552 0.50998441462262356 0.5398663796567138 2.3760938479395191 0.50188452229212999 2.0166979402324223 0.51954176204913505 3.026789217356054 0.50822396841249418 1.5156647809195267 0.53768157503782266 2.0353299378918681
leaf_count=324 204 67 1489 112 63 190 360 31 116 173 83 34 50 110 27 26 33 76 29 31 50 481 14 37 31 32 16 226 52 66
internal_value=-8.70507e-08 1.79382e-05 3.85274e-05 -0.0158196 -0.000535842 -0.00285057 0.00368827 0.00943383 0.000135563 -0.0115434 0.00983704 0.0340928 4.30505e-05 0.000445298 0.000153042 0.000459592 0.000830287 0.00233667 4.18615e-05 0.000304173 -1.52311e-05 -0.000234455 -0.00257441 5.41155e-05 0.000326022 0.000183481 -0.000313165 6.35307e-05 0.000558821 0.00017216
internal_weight=43.1852 42.6428 41.1142 0.0117232 1.5286 0.00990928 0.00795535 0.00695261 0.00575279 0.00443739 0.00323061 0.00219764 41.1025 5.20167 4.65812 4.15087 3.09598 1.06368 2.03229 1.01614 35.9008 9.4891 1.04175 8.44735 6.43065 5.91111 2.88432 26.4117 4.08868 3.55099
internal_count=4633 4429 4268 1423 161 1099 909 549 518 406 233 117 2845 351 241 214 188 109 79 94 2494 661 64 597 560 529 497 1833 344 292
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=8 6 4 10 13 0 9 15 18 15 17 3 6 15 14 4 15 18 15 17 15 19 12 12 16 13 10 4 15 16
split_gain=8.92794e-05 4.43353e-05 0.000178286 0.000136195 0.000383614 0.000170885 0.00024532 0.000149734 0.00042962 0.000601429 0.000128372 0.000106765 0.000197151 0.000119002 9.4496e-05 0.000763672 0.000156705 0.000542343 0.000104206 0.000231357 8.70207e-05 0.000105274 9.17667e-05 0.000336749 0.000134896 0.00717289 0.00427165 0.00331967 0.00285952 0.00276934
threshold=8.8430989333000021 16.465384711100004 128.88186563570002 62.041548276350007 117.57433941890001 86.103248543850015 200.84251237905002 42.33967733730001 12.854871756700001 35.293770423450006 186.34046889365004 92.695347879750017 16.565387047600002 33.787611863550005 279.85995519795006 292.86872700255009 41.831907381600011 12.783127173500002 44.024213102900006 193.58688265170002 40.856592954650004 14.551174033150001 148.96091148645004 144.66294237600002 18.684956306450005 104.19926021995002 70.816675614150014 252.13038187165003 20.538897842700003 18.369957043050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 8 9 -5 -6 12 -3 -13 16 -16 -15 -18 -17 -20 21 22 23 -10 25 27 29 28 -24 -27
right_child=-2 11 3 7 5 6 -8 -9 20 -11 -12 13 -14 14 15 18 17 -19 19 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.033463941762389669 -0.001274433345072922 -0.0024785182986712911 0.0031467193749930736 0.0071744080561830202 0.00011097551578096447 0.0026901447968470651 0.0001978992537419014 -0.0016611299845193479 3.4912227286743002e-05 -0.10013843319183036 -0.0018266135581960557 0.0014458164322185051 0.00028854577149164766 -0.00012605898325739672 -0.0040920381772257021 -0.0011560900936798499 -0.00055582262065215107 0.0034632880586041889 -0.00018456726885065927 0.0022667635543377001 0.0009464641481469262 0.0014081563089024499 0.048406604171675666 0.0026367298019225826 -0.00013580767398489686 0.073134507250021449 -0.097603579911723248 0.00034980282448322586 -0.086866782106206408 -0.048667257308035221
leaf_weight=0.001583651654086248 0.54282400783910034 0.52023427779272313 0.52527336407596692 0.0010680497086344989 1.0008517978900786 0.53450187180715181 1.5128298626150352 0.53064035301886647 12.682194761082387 0.0010219770047115162 0.51938180720798488 0.51005519687624179 0.50982914612580821 8.1183670482009784 0.51880110859210349 0.5121457508106747 0.85844809607806272 0.55141248161737622 1.5101368753399813 0.51676785955118365 1.0166804046382605 0.51955824143988039 0.0019694693549575648 0.51776320320826208 8.0876310701261058 0.0029629247278620818 0.012197145478204163 1.0346927860738688 0.0075655965578746986 0.0050452333524926285
leaf_count=8 204 33 99 81 18 32 42 130 1018 4 51 479 20 124 25 41 9 67 44 47 34 53 45 68 204 62 117 1353 73 48
internal_value=-5.21186e-08 1.61706e-05 8.79386e-05 8.98021e-05 0.000623656 0.000252171 0.000848556 3.30808e-07 3.72343e-05 -0.0452992 -0.000550994 -0.000128702 -0.00110896 -5.16002e-05 -0.000112284 -0.000595965 4.29421e-05 0.0010161 0.000118384 0.00044041 4.12009e-05 9.60417e-07 -3.17489e-05 0.000136968 -0.000275087 -0.00133334 -0.0603471 -0.000191457 -0.058926 -0.00360203
internal_weight=43.1844 42.6416 28.5154 28.5138 4.09284 3.56757 2.04733 24.421 23.8904 0.00209003 1.52023 14.1262 1.03006 13.0961 12.5861 3.05785 9.52823 1.40986 2.53905 2.0269 23.8883 22.8716 22.352 13.2 9.15206 1.06443 0.0202053 1.04423 0.00953507 0.00800816
internal_count=4633 4429 3540 3532 242 143 74 3290 3160 85 69 889 53 836 357 157 200 76 132 91 3075 3041 2988 1086 1902 1698 227 1471 118 110
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=8 16 17 13 10 19 7 5 4 10 15 2 7 10 3 18 9 8 13 2 7 12 15 19 19 15 18 16 5 5
split_gain=7.22364e-05 4.75626e-05 0.000273674 6.3737e-05 0.000162475 0.000276374 0.00012542 8.35104e-05 0.000425712 0.000362067 0.000105995 0.000351634 0.000585475 0.000213797 0.000332398 0.000190326 0.000177028 0.000115348 0.000185048 0.00101089 0.00020477 0.000355793 0.000320215 0.000546256 0.000357169 0.000379036 0.000193304 0.000171535 0.000107801 0.000517057
threshold=8.8430989333000021 22.704946905950003 183.44170283300005 117.71413924170001 61.923256118600001 14.551174033150001 23.602039070650005 23.605484525250002 296.43037955425007 62.079186690200011 38.86986296220001 156.09660346185004 22.532843451200005 62.025417527550012 92.913112988300014 13.24088655595 201.16241229375001 8.7431769115000026 97.873318238950006 134.46474107450004 22.812602664350003 254.38400358715003 13.019805569300003 10.250827068050002 11.450923895500003 20.152484759300005 12.743963501900001 9.3849780538500021 20.911722254300006 21.191508333600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 9 -9 17 12 -12 15 16 -13 -15 18 19 -6 21 -21 23 -22 -24 -26 -20 -25 -28 -30
right_child=-2 2 -4 6 7 -7 -8 8 -10 -11 11 13 -14 14 -16 -17 -18 -19 26 20 22 -23 24 27 25 -27 28 -29 29 -31
leaf_value=0.0028583558774129092 -0.0011460716264172245 -0.00056114853853075713 0.0022347934182216922 -0.0018902219687017413 -0.084329656350991669 -0.00041666750227120804 0.00033428494626864809 -0.0040487912744310243 0.00021758426948437676 -0.00030241738194605061 -0.00039973549930680751 -0.00016870650239976333 0.004295701475377253 -0.00054221756444480817 -0.0028478856359130276 0.0017624249647883554 0.0016006912416968754 0.0010005272549262556 0.040875649654579072 -0.017261015149897887 -0.040530666444756468 0.059547728535211633 -0.071414720068022033 0.016363975733150037 -0.037910082169375622 0.040569130399003311 2.9743542012537896e-05 0.073889022967084592 -0.0024777736527228597 -6.5085590466822116e-05
leaf_weight=0.52580369497448376 0.543234323509174 0.8598420442722261 0.59052114854421234 0.51173643184890838 0.0016848827820899201 0.50529549081153391 0.50217002228600904 0.52044256850022619 2.5341152132854496 0.51150986090725203 0.50643399740511152 1.0108637662779076 0.55831863737830645 1.5049321176017088 0.51092346899440588 1.0307560790479326 0.51827239443320205 1.0155613197857736 0.001152451837635903 0.0011031596972199686 0.001163615450598815 0.0013303806403186513 0.0012844929161572871 0.0010384627497908028 0.0015550200214358156 0.0010185069453225726 21.81035112833797 0.0010350151852023259 1.0409176865401955 6.0563708374770799
leaf_count=368 204 19 73 104 323 15 7 142 194 63 18 15 62 36 25 32 94 31 69 85 290 41 213 97 177 94 1395 76 128 143
internal_value=-2.01765e-07 1.43975e-05 0.00057723 -5.4221e-06 1.43406e-05 0.00125341 -0.000788463 -1.82996e-05 -0.000479651 -0.00219182 2.79453e-05 0.000425594 0.00206239 4.47212e-05 -0.000568818 0.000806267 6.71877e-06 -4.69803e-05 -8.37648e-05 -0.0129273 -0.000301793 0.0247292 -0.00888713 0.0143053 -0.0283468 -0.00685091 -7.87828e-05 0.0450787 -8.04156e-05 -0.00041894
internal_weight=43.1807 42.6375 1.45036 41.1871 40.1732 1.0311 1.01391 39.1421 3.56607 1.03195 35.5761 5.6405 1.06475 4.57575 2.53413 2.04162 2.0232 29.9356 28.92 0.0112135 0.00952865 0.00243354 0.00709511 0.00323709 0.00385802 0.00257353 28.9088 0.00207348 28.9076 7.09729
internal_count=4633 4429 92 4337 4226 383 111 3843 399 205 3444 282 80 202 155 47 130 3162 3131 1396 1073 126 947 463 484 271 1735 173 1666 271
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=5 5 5 5 8 8 16 16 5 9 19 5 19 3 19 15 9 9 2 18 16 8 18 8 18 7 17 9 6 7
split_gain=5.92294e-05 0.000939083 0.00224544 0.001654 0.00050087 0.0027141 0.00148748 0.00100542 0.000104706 0.000211093 8.78508e-05 6.87584e-05 6.54624e-05 0.000241726 0.000144395 0.000424303 0.000344416 0.000324823 8.00784e-05 0.00487605 0.000394246 0.00324479 0.000569536 0.000457369 0.000236343 0.000389728 0.000268145 0.000117087 7.45554e-05 0.000342202
threshold=25.546339592900001 25.704065249550002 26.055450243300005 26.429611911700004 9.3427090425500019 8.3434888241000014 23.244945643200005 23.024946157700004 24.453399453300005 192.57902085675002 14.651182102100002 30.922794813800003 14.551174033150001 92.813640037450014 14.451165964200003 41.54912092575001 197.00658341100004 182.80199813410005 223.66947801700005 13.659439901750002 22.584947186600004 8.2435668022500028 15.015859748200002 1.7486353823000003 14.693728290050002 26.709562027450005 199.73283952805005 63.05903418350001 16.575387281250006 22.093462376800005
decision_type=2 2 2 2 2 2 2 2 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 -6 11 10 -10 12 -5 14 -14 18 16 17 -16 28 -20 21 23 -23 -21 -25 26 27 -26 29 -1
right_child=1 2 3 4 6 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 19 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.02796659564324018 0.00014291576413227779 0.073429496586743512 -0.065660038046134142 0.016254789520096551 0.080903889334859244 -0.10007449711918388 -0.0075840667001289361 0.10001936554649847 0.00043741369674094553 -0.0024370340516998617 0.0012874349460031682 -0.014125821999147862 0.00011324498479300596 -0.0022897466069336839 -0.00020397571028198756 0.0032661263275620698 -0.0021120253454484771 0.0028611464962414513 -0.09656589378441173 -0.026012568617447093 0.00017937686988557969 -0.096831339124009291 -0.025588686169743937 -0.00766446115960304 0.05418562896681859 -0.0001381015138638027 0.08065499282737161 0.0060122766675500807 -0.00091777709317645423 1.7188143595833228e-05
leaf_weight=0.004370426782613345 0.50262402145382878 0.0059932123741644463 0.0029585881532594996 0.0018536714220194189 0.0035853138169841259 0.0020331079888349021 0.0040406059051747434 0.001685013878159225 0.50627610582329541 0.5157522715279228 0.53262142066159768 0.0012455092396529786 1.5175602054522124 0.5780827796173752 1.0014133516779145 0.53096881950418495 0.5260650141001405 0.52805384586099524 0.0053129999695622479 0.0016802421672786894 0.50940977180654556 0.0039678129727320774 0.0015646061039079617 0.0012444293578554033 0.0010138381587250223 0.0017011663517647602 0.00220539023438171 0.0010043648209974165 0.88091339802377788 35.002526400758228
leaf_count=249 33 32 52 300 17 29 30 4 86 66 55 126 46 81 16 66 91 48 61 377 53 30 50 39 25 193 44 34 80 2220
internal_value=-1.56869e-07 0.00105449 0.0206389 0.00245776 0.0164112 -0.00328444 0.0340184 0.0378478 -1.31631e-05 -0.00101314 1.13855e-05 0.00404533 -5.15137e-06 -0.00054962 2.41028e-05 0.000746075 9.51154e-05 0.000854268 -2.71751e-05 -0.00124844 -0.000281599 -0.0166095 -0.0766834 0.0209471 0.031953 0.0402742 0.0565513 0.030212 -9.16968e-06 1.36945e-05
internal_weight=43.1797 0.526019 0.023395 0.0174018 0.0144432 0.0068173 0.00762592 0.00478419 42.6537 1.02203 41.6317 0.00309918 41.0991 2.09564 39.0034 2.5865 2.05553 1.52947 36.4169 0.529105 0.523792 0.0143819 0.00553242 0.00884943 0.00716919 0.00592476 0.00422359 0.0020182 35.8878 35.0069
internal_count=4633 623 590 558 506 459 47 430 4010 152 3858 426 3803 127 3676 221 155 64 3455 906 845 792 80 712 335 296 103 59 2549 2469
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=16 15 8 13 13 18 16 18 18 14 18 15 6 3 17 6 6 6 8 17 16 18 13 18 9 2 18 17 6 9
split_gain=7.07291e-05 0.00025323 7.17526e-05 6.04343e-05 0.00019842 0.000118239 6.48065e-05 0.000282574 0.000497347 0.00019447 6.42257e-05 0.000321258 0.000191549 0.000268826 0.000179524 0.00012223 0.00020885 0.000190713 0.00018898 0.00048925 0.00102167 0.000162811 0.000154188 0.000137078 0.000123801 8.56902e-05 7.43494e-05 0.000347691 0.000337245 0.000308399
threshold=22.704946905950003 42.80317728375001 8.8430989333000021 117.71413924170001 117.69263157665002 13.405741979600002 22.664946999500003 12.98549864095 13.531614672700002 144.12207640715005 13.480563334700001 42.33967733730001 16.565387047600002 93.14163192940002 193.50449793755004 16.485385178400005 16.505385645700006 16.375382608200002 8.3434888241000014 191.20566072810004 22.494947397000004 13.317304170000002 117.39690118230001 13.24088655595 193.49750438550004 133.24279810655003 13.829007611650001 197.18249712500003 16.305380972600002 213.92163633680002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 9 -8 -9 -1 14 12 13 26 15 17 -17 22 -19 20 -20 23 25 24 -18 -11 27 -12 -28 -30
right_child=1 -3 -4 5 -6 -7 7 8 -10 10 11 -13 -14 -15 -16 16 21 18 19 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.024212653172414444 -0.00094455863676283589 0.0017482331339810028 -0.0011769857768723269 -0.001842658585873781 0.0019671341248721943 0.00031717243409768505 0.00023322116371981137 -0.0039649292215585786 0.00041809507031442469 0.0010227642297518673 3.9904673063359634e-05 -0.0024815851898782569 0.0018943784329185941 -0.0023168869664455766 0.0020187283616565567 -0.0015245752510312095 -0.0014640863707527038 0.0001313263568881542 -0.00031352439176405292 0.00014618955702913597 0.0059405597108679866 -0.0015980066610041758 -0.0020109740391838177 0.0012972156451185315 0.00027516437065999065 -0.00080874105699690825 7.9973031641431051e-06 0.0027941285531578441 -0.0035390702012365579 -7.5657418164881178e-05
leaf_weight=0.0033109354978212427 0.57753248901019449 0.88343202214355188 0.53296403278514404 0.5111599213560456 0.51144353262225095 0.50277370886760764 2.0089826357206664 0.52418625819410258 0.51151936878159177 0.51634776352493206 4.027880364393325 0.54108462491695775 0.51286657443805594 0.51576270500193899 0.52359129700557971 1.0222888743535632 0.51394563434016616 3.0177236691522245 0.4989670813083652 1.506447930268658 0.54816476784767942 0.50849896926023674 0.51089193438711422 1.0146625149827744 2.0092458787825365 0.50558631626174 16.769553817569012 0.51720232675779687 0.52933502902828766 0.49991308776043297
leaf_count=18 110 56 130 101 13 10 33 49 37 153 163 150 23 36 64 35 413 56 2 19 54 15 30 14 19 115 2614 19 76 6
internal_value=-1.70635e-07 0.000683748 -2.41224e-05 -9.20295e-06 1.00429e-05 -0.000771675 -1.51964e-05 -0.00045849 -0.00180022 2.1667e-05 2.38587e-05 -7.26512e-05 -1.68833e-05 -5.97633e-05 0.000205635 0.000127648 -0.000247501 0.000395309 0.000667079 0.00130021 0.00296044 7.51451e-05 -0.000592485 0.000315629 -7.91014e-05 0.000116655 -7.66222e-06 0.000353318 -9.98418e-05 -0.00185687
internal_weight=43.1773 1.46096 41.7163 41.1833 40.1694 1.01393 39.658 3.04469 1.03571 36.6133 36.61 23.9136 23.3725 22.8596 12.6964 12.1728 5.06864 7.10413 5.5713 2.55358 1.04713 4.04635 1.53283 3.53785 2.52319 1.02193 22.3439 4.54508 17.7988 1.02925
internal_count=4633 166 4467 4337 4226 111 4213 119 86 4094 4076 3087 2937 2914 989 925 496 429 131 75 56 461 298 446 432 268 2878 182 2696 82
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=16 3 8 13 13 7 8 19 13 6 10 9 15 7 18 16 5 3 6 13 6 9 15 15 8 7 13 12 4 5
split_gain=5.73008e-05 0.000267324 5.80767e-05 4.89271e-05 0.000160943 0.000137749 5.60486e-05 0.000126657 8.46881e-05 0.000260661 0.000169303 0.000250369 0.000145891 0.000141831 0.000236554 0.000147825 0.000136608 6.60068e-05 0.000232209 0.000108859 0.000241137 0.000227987 0.00010261 0.000209897 8.88715e-05 0.000978749 0.00183403 0.000914828 0.000227491 0.000783124
threshold=22.704946905950003 95.002044955650021 8.8430989333000021 117.71413924170001 117.69263157665002 23.602039070650005 8.7431769115000026 14.151141757350002 117.60660091645001 16.535386346650004 61.993156030000002 193.49750438550004 46.674706678850008 23.299327580650004 12.964611930900002 22.604947139800004 24.225659292200003 93.571785230250015 16.455384477450004 117.55283175385001 16.475384944750001 201.16241229375001 42.33967733730001 40.856592954650004 8.4434108459500017 22.532843451200005 105.40368946235002 211.51213392550002 194.12161462850003 21.252944829650001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 13 11 -1 16 14 -10 -15 17 19 -19 22 21 -21 23 24 25 26 27 -12 -26 -30
right_child=1 -3 -4 5 -6 -7 7 -9 9 -11 12 -13 -14 15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.00030489153372299229 0.0022627659163195753 -0.00049546479192518909 -0.0010584846108719443 -0.0018490023579630288 0.0017728483459704411 0.00048167738463642028 -0.00014119776896509236 0.0013033416413577867 1.3208446463191053e-06 -0.0025725393719576344 -0.073308576992335658 0.0028271795573866863 -0.0017096216218377065 -0.0004123852966826572 -0.0024593246241556431 0.0019907649001080644 0.0016120468165345986 -0.002399399514844378 4.2125379143474585e-05 0.0032556196744272584 -0.00038082310104629175 0.00026939262111619995 -0.0014394245969146895 0.0019694116472163186 0.00017259842638675323 2.1293660601109914e-05 0.089433378629023258 0.028217056029390109 -0.0044373611912487364 -0.00019276499286788532
leaf_weight=0.50669997500207731 0.58836924767911003 0.87236171134043161 0.53334251728452997 0.5117616386394761 0.51077820948375929 0.50265832760487683 1.5016096713807194 1.0187857098055699 1.5034779081886465 0.52188993827407326 0.0014643854748576093 0.51424164622677893 0.51209309455334207 0.50518960110304056 0.52785718438194518 0.51886725509439202 0.51198276722017055 0.52403178566374409 1.5178589527386064 0.52176059857447332 1.019271589373602 0.50129178295173915 0.52066900693348372 0.51902932708218941 3.0301030173712844 20.779461313170465 0.0034540993351583893 0.0022531210780334376 0.55379952115027853 2.0206127277015895
leaf_count=418 65 101 130 104 13 7 16 34 15 35 130 13 95 18 66 22 97 154 39 30 19 14 65 36 110 2497 30 92 132 36
internal_value=-1.07278e-07 0.000615526 -2.16642e-05 -8.23677e-06 9.08459e-06 -0.00069412 -1.36321e-05 0.000442709 -4.46025e-05 -0.000507133 4.70021e-06 0.00127271 -3.50847e-05 -0.000154342 -0.000638096 0.000805238 -8.30985e-06 -3.46336e-05 -0.000584469 3.45877e-06 0.00070779 0.00179238 -4.89812e-05 -2.20783e-05 -6.12445e-05 3.40414e-05 0.0369703 -0.0117755 -0.000414652 -0.00110585
internal_weight=43.177 1.46073 41.7163 41.183 40.1685 1.01442 39.6578 2.5204 37.1374 3.57728 33.5601 1.02094 32.5391 3.05539 2.03134 1.02406 32.027 31.5151 2.04189 29.4732 2.04232 1.02305 27.4308 26.9102 26.3911 20.7866 0.00717161 0.00371751 5.60452 2.57441
internal_count=4633 166 4467 4337 4226 111 4213 50 4163 156 4007 431 3576 121 81 40 3481 3384 193 3191 63 44 3128 3063 3027 2749 252 222 278 168
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=5 5 5 5 8 8 8 5 5 9 19 19 0 19 15 9 9 6 8 13 13 5 18 6 8 15 2 0 17 18
split_gain=5.14218e-05 0.000805063 0.00192938 0.0014001 0.000416862 0.00241154 0.0008847 0.000254431 0.000105913 0.000245951 8.98523e-05 6.75278e-05 0.00020971 0.00014685 0.000285568 0.000329989 0.000244739 8.1426e-05 7.60814e-05 7.24042e-05 0.000226898 0.000120457 0.00135062 0.00039485 0.000236748 0.000169578 0.000628678 0.000178613 0.00017726 0.00022338
threshold=25.546339592900001 25.704065249550002 26.055450243300005 26.429611911700004 9.3427090425500019 8.3434888241000014 8.0437227585500022 30.133297129900004 24.453399453300005 192.57902085675002 14.651182102100002 14.551174033150001 86.780739992750014 14.451165964200003 41.54912092575001 197.00658341100004 182.80199813410005 16.575387281250006 8.8430989333000021 117.71413924170001 117.67112391160002 23.435546682850003 12.722397935550001 16.505385645700006 8.7431769115000026 39.203018015350004 154.46567853970001 85.990333302400003 195.14561408000003 13.24088655595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 5 6 -5 -6 10 -10 11 13 -13 17 15 16 -15 18 19 20 21 22 24 -23 -1 27 -27 -24 29 -28
right_child=1 2 3 4 7 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 23 25 -25 -26 26 28 -29 -30 -31
leaf_value=0.038591061455737007 0.00015757299719482945 0.069885935564688875 -0.06160362100311241 0.0044835255504371016 0.010194800457073482 -0.10006720182600089 0.097347994568452723 0.047681717641387455 0.00054661101576671683 -0.0025562397204570448 0.0013029925796138591 -0.002177369026544211 6.0520777321418519e-05 4.6445497632981358e-05 0.0028249324141207946 -0.001938923649138831 0.0027072299523759093 -0.00097585679807848317 0.001206156939291676 -0.0011996690999572066 0.0020691369704409933 -0.0031412521097612511 -0.0019323840606181285 -5.9806251980939826e-05 0.1000248959957081 0.0038038857881226222 -0.00044055984946639743 -4.1646309952259606e-05 -0.0015891596994522237 0.0012731652952014891
leaf_weight=0.0011237625752852356 0.5026651912111112 0.0056803036293799616 0.0028359729972565742 0.0030719737732933933 0.0031550711069030513 0.0018340600553340553 0.0015402427360489135 0.0042486779639148153 0.50664524095818453 0.51527663148949898 0.53266422340152431 0.57839308784900767 1.5169820003964387 1.0030693515436757 0.52937555557847193 0.52649693595265024 0.52746904837113096 0.88100935048306794 0.51316120144289001 0.51297341350709658 0.52055470598861475 0.52447993625602096 0.50910661944925806 2.0074701575001654 0.0014198874705471098 0.53661600181294478 1.5119404089273305 26.851843940646184 0.51225556549947482 1.5306097036273634
leaf_count=79 33 32 52 419 31 29 11 16 86 66 55 81 46 16 66 91 48 82 26 14 18 90 46 16 2 38 24 2895 87 38
internal_value=-3.96439e-08 0.000983573 0.0195473 0.00241082 0.0155186 -0.00307409 0.0354955 0.0317069 -1.21479e-05 -0.00101792 1.25421e-05 -4.1839e-06 -0.000557211 2.55282e-05 0.000753624 0.000220575 0.000963431 -2.61862e-05 -2.64029e-06 -2.0353e-05 -2.82181e-06 -3.45567e-05 1.88559e-05 -0.000698111 0.072884 1.29631e-05 0.000613427 -7.68274e-05 0.000131811 0.00042156
internal_weight=43.176 0.525031 0.0223663 0.016686 0.01385 0.00644628 0.00461222 0.00740375 42.6509 1.02192 41.629 41.0964 2.09538 39.001 2.58641 2.05704 1.53054 36.4146 35.5336 35.0204 34.5074 33.9869 31.4549 2.53195 0.00254365 31.4524 4.09142 27.361 3.55481 3.04255
internal_count=4633 623 590 558 506 459 430 47 4010 152 3858 3803 127 3676 221 155 64 3455 3373 3347 3333 3315 3209 106 81 3128 187 2941 149 62
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=16 3 0 6 12 19 7 0 15 15 16 9 18 5 5 19 9 9 3 5 16 10 18 15 4 0 2 9 6 7
split_gain=6.78153e-05 0.000237333 6.01392e-05 0.000150188 0.000136439 0.000310154 0.000180933 0.000129919 0.000138492 0.000181123 0.000410679 0.000302704 0.000376166 0.000241044 0.000517877 0.000726398 0.000360115 0.00126064 0.000290868 0.000296396 0.000496085 0.000295488 0.000588695 0.000162722 0.000359244 0.000156548 0.00014879 0.000122211 0.000121107 9.36341e-05
threshold=22.704946905950003 95.002044955650021 85.990333302400003 16.405383309150004 133.59172866980003 14.351157895250003 22.812602664350003 86.036037090600004 45.484733152800011 37.491361913600009 22.644947046300004 193.70978346765003 13.24088655595 20.911722254300006 21.191508333600002 14.651182102100002 183.62474066035003 181.33671263215004 86.092494711350014 11.783123780850001 13.534968349350001 84.92839234085001 15.057296777800001 40.856592954650004 287.43247036745004 113.1679565431 217.42844949650001 200.95377551580003 16.515385879350003 23.989000783400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -6 -4 9 13 11 -11 -13 16 15 -15 17 18 19 21 -21 22 -9 27 -25 -23 -26 -14 -8 -16
right_child=1 -3 7 4 6 -7 28 8 -10 10 -12 12 23 14 29 -17 -18 -19 -20 20 -22 25 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0019352837629100237 0.0022223358500367434 -0.00037660781111859047 0.0016039040141755398 -0.00088072140230966475 -0.0021462846934745682 0.002576981188890656 0.00019217526257478583 0.011569778994089709 -0.0015960878881528897 0.0025295164917481477 0.0031293076213609917 -0.0025302850043309247 0.00090813786038197091 -0.0053317350198934122 -0.00039010728934452636 -1.6538571722235069e-05 1.8696957430439629e-05 0.094734744524725689 -0.034103492041189766 -0.0056832104845473443 0.073042082055070331 0.03914589263474233 -0.083312726904268594 0.0032946821615657627 -0.0011433190092486804 -0.0049531697478319425 0.0012711184370753116 -0.00035614446367784267 -0.00090519240591796296 0.0011319348310054242
leaf_weight=0.51780085939269138 0.58816221160623061 0.87275881439927616 0.51586060026829628 0.50862533492256001 0.51806781741578678 0.52947146010410506 3.0185879550751835 0.0016365078066703787 0.53184929108812795 0.54024324850615979 0.53962097953444743 0.51351417084515549 1.0239475693278666 0.52870183962347705 2.0201381275965344 0.50054838590585859 23.316170799500018 0.0017868291446490056 0.0016846362231893184 0.0015262420201553051 0.0016831803532113554 0.0017082210327159508 0.0010890829786613931 0.52550032475301067 0.5050628843218874 0.0015224074994653058 0.51599928524931049 3.0184064515170177 1.5081644491065231 0.50528092809804537
leaf_count=223 65 101 17 263 360 50 85 122 69 55 62 15 24 96 113 5 1703 15 93 87 36 170 209 23 10 367 67 82 31 15
internal_value=2.60456e-08 0.000669719 -2.3428e-05 -0.000300363 -0.000161193 0.000882847 -0.00037603 2.86309e-05 5.14314e-06 3.01422e-05 0.000476249 0.000260726 5.98719e-05 -8.90413e-05 -0.000856142 -0.00274683 2.78438e-05 0.0169042 0.00408706 0.0111064 0.0356042 -0.00209384 -0.0263431 0.000297858 0.00117021 0.0183646 7.683e-05 -3.58957e-05 -0.000173431 -8.55801e-05
internal_weight=43.1751 1.46092 41.7142 6.60072 6.08292 1.0381 5.04482 35.1135 34.5976 34.0658 7.18229 6.64267 6.10243 26.8835 3.55467 1.02925 23.3288 0.0126371 0.0108503 0.00916564 0.00320942 0.00595622 0.00272559 5.58892 1.54656 0.00323063 1.02106 4.04235 4.52675 2.52542
internal_count=4633 166 4467 1012 789 313 476 3455 3438 3369 338 276 221 3031 229 101 2802 1099 1084 991 123 868 331 206 100 537 77 106 116 128
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=9 9 0 16 5 14 10 19 6 18 6 5 8 14 2 16 17 8 16 18 19 8 8 7 16 6 5 6 6 9
split_gain=5.82798e-05 0.000296714 0.000229424 9.97242e-05 0.000427985 0.000911327 0.000471548 0.00073344 8.05346e-05 0.000851977 0.000149978 0.000216612 0.000136069 0.000188793 0.000613364 0.00018972 0.000156996 0.000152018 0.000121349 0.000196141 0.000222809 0.000155284 0.000317212 0.000110267 8.41564e-05 9.45473e-05 0.000337945 0.000147212 0.000177268 0.000113931
threshold=186.70853236170004 185.62570708695003 85.732241321850012 22.674946976100003 13.153721664750002 184.93271450310002 81.339300736700025 12.350996516100002 16.465384711100004 12.854871756700001 16.245379570700006 20.852055640250004 8.3434888241000014 279.85995519795006 217.42844949650001 22.614947116400003 196.70927211395002 8.543332867800002 22.494947397000004 13.713893333650001 14.651182102100002 8.4434108459500017 8.6432548896500023 22.835261448650005 22.624947093000003 15.105352934150002 20.201591378100002 14.745344522600002 14.375335877400001 198.73585755510001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 11 24 16 17 -15 -16 -10 -14 -12 21 -21 -20 -23 -19 25 27 -27 28 29 -11
right_child=2 -3 3 -5 8 6 -8 -9 12 10 18 -13 13 14 15 -17 -18 23 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=4.5208189553640828e-05 -0.0019973091648807233 0.0025878790349814309 0.098153385320530057 0.0013306963529863547 -0.068432310462353277 0.079308303959449974 -0.054646016654009338 -0.016333796465149975 0.0013520467839547557 -0.00059992219256978251 0.0018956066125876622 -0.0020620512865217201 -0.00069726032056633498 -0.0042301732007412529 0.0013459279850489188 -0.0013807242288505724 -0.00040170446479670456 0.0010993704258567768 3.840556693185519e-05 -0.0024061456199850704 0.00054784350230632295 0.0020554387229646254 2.1300378302307428e-05 -0.00010283080632324341 0.0012428610203199339 -0.0028817200389789103 0.00025765802709136292 0.00159565817302171 -0.0018629762894051679 0.00013589428650998507
leaf_weight=3.9094651461283751 0.58926524028190996 0.51998401801004224 0.0013788397023104205 0.5476860481773177 0.001815866831754386 0.0013649648917635204 0.0010199467746125103 0.0019433549282155127 1.0264174328453912 2.525566797486186 0.53310522656829462 0.53820471190706953 3.5320826398092304 0.51939850113194541 0.51351482082918642 0.50725935162881797 1.0154390685779615 1.0207621837197285 3.0286577124280427 0.51832573512183422 0.50324703985825181 1.5477506815423114 1.5190559761463189 3.0206210307769652 0.50774981069844116 0.52110773470576432 1.0026387988327767 0.5636562119396008 0.52095167401144316 12.614859833985582
leaf_count=1959 284 63 33 77 5 10 299 51 21 179 121 180 43 23 34 27 32 35 35 44 6 53 25 54 14 61 11 131 221 502
internal_value=7.85523e-08 0.000343699 -3.92053e-05 -8.96486e-06 -2.84744e-05 0.027354 0.00479976 0.0231268 -3.26304e-05 6.24177e-05 6.7121e-05 -8.48145e-05 -0.000257964 -0.000423275 -0.00143255 -9.04344e-06 0.000479886 -0.000218024 0.000440393 0.00033139 -0.000950952 0.000546305 0.00104789 0.000200818 -2.65253e-05 -6.28394e-05 -0.000815981 7.89064e-06 -4.92534e-05 1.31531e-05
internal_weight=43.1743 4.42945 38.7448 38.1556 37.6079 0.00570711 0.00432827 0.00330832 37.6022 26.4467 26.4449 18.7947 11.1555 9.11364 1.54017 1.02077 2.04186 7.57347 7.65014 7.11704 1.02157 6.09546 3.06681 4.04138 18.2565 17.7488 1.52375 16.225 15.6614 15.1404
internal_count=4633 2022 2611 2327 2250 393 360 61 1857 1588 1583 1299 269 216 84 61 53 132 284 163 50 113 78 89 1119 1105 72 1033 902 681
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=16 15 8 19 9 19 15 9 17 3 14 2 13 10 16 16 5 19 13 16 15 5 18 18 15 15 15 10 5 13
split_gain=6.91125e-05 0.00024055 5.83109e-05 5.92998e-05 0.000229596 0.000361343 0.000264765 0.000244065 0.000372462 0.000242807 0.000188016 0.000172154 0.000172004 0.000287193 0.000125442 0.000205228 0.000552465 0.00092466 0.000115879 0.000106051 0.000160984 0.000675567 0.000123013 0.000368725 8.23035e-05 0.000226118 0.000202873 5.57789e-05 0.000363499 0.000330264
threshold=22.704946905950003 42.80317728375001 8.8430989333000021 14.451165964200003 201.16241229375001 14.551174033150001 46.723315192750007 197.20558004415003 192.19686994285004 92.738363209800013 129.42733769190002 127.74713841330002 117.71413924170001 61.923256118600001 22.594947163200004 22.624947093000003 20.971847224900007 14.151141757350002 117.61735474900001 22.664946999500003 37.882159664350006 22.887221773600004 12.98549864095 13.531614672700002 11.870705757150002 12.537637863700001 15.166667628900003 75.629015667650023 15.332427622700001 104.19926021995002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 7 -6 8 11 -7 -1 -5 13 -12 18 16 -16 -18 24 20 -17 -22 -21 -24 -15 -26 -27 29 -29 -28
right_child=1 -3 -4 4 6 9 -8 -9 -10 -11 12 -13 -14 14 15 19 17 -19 -20 22 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.035067494370405849 -0.0009103563299386005 0.0017140456171803838 -0.0010626593065067174 0.0018785903394623465 0.0031674523817719308 -0.00032208465044782851 -1.1931069047885666e-05 -0.001258838337680826 0.0034800719107843147 -0.0029547878213241133 0.0023064613226624888 -0.00036880470811735661 -0.0018768548866823537 -0.022038119552463018 -7.7799918996599948e-05 -0.00037253384576654342 0.00016800864961543196 -0.0057970743162054535 0.0015440151093807496 9.8810226985929941e-06 0.0039580735576148903 -0.0001905790695005838 -0.0033024860889762754 0.0005022004238350485 0.03847443506143447 -0.034288760910919085 0.0025647028468076608 3.0010438552331175e-05 -0.0027748139084778031 3.012885319035467e-05
leaf_weight=0.0015337047177713661 0.57772626332439247 0.88316222133835254 0.5331486121910548 0.51572197854693613 0.54083758371115187 1.0064948316030491 0.50789226831000178 0.50974042338702208 0.52611938535082448 0.53733643555157207 0.51937485356035651 1.0051749358712172 0.51030503690960571 0.0016908793324280627 2.0035055361896896 2.0199101256148424 0.50232639847672522 0.53838575789584864 0.51155238330465991 1.5030341894251313 0.5301666722616577 1.5117494611953572 0.51301481684022199 0.50591951617388986 0.0015294316914119524 0.0017231250984782722 0.52783144296641893 4.0363219926168181 0.52178297776532012 19.768755420147606
leaf_count=14 110 56 130 27 94 17 25 29 37 106 351 33 96 488 17 31 5 71 12 13 31 52 27 21 99 240 217 869 112 1203
internal_value=1.18579e-07 0.000676194 -2.35592e-05 -1.01062e-05 0.000307321 -3.03669e-05 0.0016277 0.000699077 0.00118663 -0.00123841 -5.54716e-05 0.000393266 -5.39812e-05 -2.77914e-05 -6.24309e-05 -0.000369754 -0.00104872 -0.00291787 5.41939e-05 -5.58119e-05 0.000260436 0.000886584 -0.000565154 -0.00141339 2.35369e-05 2.50376e-05 2.26717e-05 2.50505e-05 -0.000291068 9.60428e-05
internal_weight=43.1738 1.46089 41.7129 41.1797 5.14932 4.10059 1.04873 2.55676 2.04702 1.54383 36.0304 1.5209 36.0289 35.5186 34.9992 9.62801 3.04422 1.04071 25.3712 6.58379 4.06183 2.04192 2.52197 1.01893 24.8596 24.8579 24.8564 24.8547 4.5581 20.2966
internal_count=4633 166 4467 4337 368 249 119 126 97 123 3969 60 3955 3859 3508 268 93 76 3240 175 114 83 61 48 3228 2740 2641 2401 981 1420
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=16 3 0 8 7 15 14 8 18 18 9 16 6 17 8 17 17 18 0 8 19 18 18 17 9 9 5 4 0 16
split_gain=5.59902e-05 0.000270651 9.51649e-05 0.000155411 0.000508209 0.000120206 0.000384242 0.000663849 0.000572149 0.000375768 0.00021707 0.00417217 0.00174917 0.000471272 0.000901602 0.00052211 0.000280335 0.000242762 0.00065284 0.000237933 0.000205276 0.000172891 0.000486578 0.00018692 0.000179657 0.000132601 0.000121419 0.000120201 0.000101658 0.000125072
threshold=22.704946905950003 95.002044955650021 85.968825637350008 8.3434888241000014 22.907491544400003 37.882159664350006 244.17581037495003 8.1436447804000007 13.24088655595 13.344136431100003 184.83999455315004 22.574947209950004 14.055328400500002 187.14705358135004 2.6479335789000005 188.51582982015003 182.02915412410002 14.390586827150001 104.03526427400001 1.9484794260000002 11.450923895500003 13.531614672700002 13.713893333650001 192.00947391610003 206.57490536735003 43.730860148300003 21.438877744300004 284.07887079910006 86.420486603250012 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 10 7 -7 -8 -10 11 12 13 14 16 -15 25 -17 -19 20 -20 23 -23 -11 -24 -4 28 -26 -12 -30
right_child=1 -3 5 4 -6 6 8 -9 9 21 26 -13 -14 15 -16 17 -18 18 19 -21 -22 22 24 -25 27 -27 -28 -29 29 -31
leaf_value=0.00012095276370232292 0.0022660566264864151 -0.00050930698902758916 0.048577260993466653 -0.003662844330913391 -0.00029047006273900548 -0.00044074654619815956 -0.0030781293247928712 0.0045898174671361756 0.0029378001741323339 0.0003864532237402983 0.00054238886517273108 -0.10023039289430152 0.091497665431870753 0.071689089922968921 -0.080290358496755088 0.037677691952901465 -0.036441204654129158 -0.073628833029990626 -0.033740720278486055 0.050471701245872129 0.023903267046069238 0.0033632785985331735 -0.00098886237703884445 -0.001532122628655619 0.0019743581480740906 0.0025122151233714159 -0.0011151297723395283 9.2337414275050388e-05 -3.8812547746947565e-05 -0.0016205476423279555
leaf_weight=3.0336175476702105 0.58841022432079515 0.87224293591873447 0.0011674531699728402 0.54327992501302835 2.5178222372615795 0.50482333608306429 0.51741831298113439 0.54608848505449714 0.52738958181816986 1.0060517435154004 3.0282359786542683 0.0041035645408555857 0.0024079248175201693 0.0013331709714381468 0.0018556759368039549 0.0015137061552543685 0.0011091074220080654 0.001157824396868179 0.0012290236144874012 0.0011393467751714681 0.0012421486221426692 0.53006689976973609 1.0268150190316432 1.0253562208458786 0.51018140233645692 0.0013446092440431712 1.0201495771290598 1.013537967989226 23.831714481501027 0.51062046659353555
leaf_count=746 65 101 150 146 96 11 44 40 26 9 59 3 28 45 112 50 139 154 244 59 139 27 108 34 10 76 39 106 1746 21
internal_value=1.54481e-07 0.000608722 -2.11557e-05 -0.000386298 -0.000888994 4.1325e-05 0.000406051 0.0021733 0.000104398 0.000396396 -5.12064e-05 -0.0105704 0.0131668 -0.00124006 -0.0236122 0.0148499 0.00543261 0.00278758 -0.00828825 0.0126652 -0.00476565 0.000134208 0.000606457 -0.000581951 3.35183e-05 0.0239204 -4.3943e-05 0.000722488 -4.01792e-06 -7.1992e-05
internal_weight=43.1734 1.46065 41.7128 6.09472 3.0611 35.6181 7.20773 1.05091 6.15682 5.6394 28.4103 0.0196036 0.0155 0.0130921 0.00547685 0.00761522 0.00362117 0.00628205 0.00476834 0.00361052 0.00247117 5.11201 3.0806 2.03141 2.55053 0.00251206 28.3907 1.52372 27.3706 24.3423
internal_count=4633 166 4467 988 242 3479 415 51 364 320 3064 1199 1196 1168 477 691 365 646 596 442 383 294 251 43 224 226 1865 116 1826 1767
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=19 4 15 5 15 17 9 16 2 6 8 16 5 18 7 3 9 15 18 18 13 2 17 17 18 6 5 5 0 16
split_gain=4.69575e-05 8.36797e-05 5.40709e-05 0.000167522 5.88434e-05 0.000413482 0.000210265 0.000162535 0.000379807 0.000148515 0.000203486 9.62151e-05 0.000143996 0.00137006 0.00213312 8.49898e-05 0.000227487 0.000105977 0.000401785 7.53118e-05 0.000116321 5.4886e-05 8.95916e-05 4.03135e-05 0.00010907 0.000218028 0.000362264 0.000180622 0.000201921 0.00011296
threshold=14.651182102100002 264.40103451365002 46.723315192750007 25.546339592900001 41.54912092575001 193.09202135800004 197.89372115420002 22.674946976100003 100.92170827030002 16.505385645700006 8.543332867800002 22.634947069650003 22.665750084250003 12.880535946600002 22.040683815500007 93.216908757050007 199.89081775665002 39.203018015350004 13.713893333650001 13.317304170000002 117.61735474900001 106.26660184425002 189.5403704096 195.59800312745003 13.829007611650001 16.355382140900002 21.869642762900003 19.327153142150006 93.308316333500017 18.684956306450005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 11 -9 10 -6 12 13 14 -1 17 -17 23 -19 20 -13 -11 -23 -15 -25 27 -27 28 -26 -30
right_child=1 -3 3 -5 5 -7 -8 8 -10 21 -12 19 -14 15 -16 16 -18 18 -20 -21 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.039154608704864813 -0.00023863961023349082 0.0015564909284680537 -0.0020081885109118594 0.00054571331883055091 -0.002713000624871691 0.0028599003665385069 0.0013167280127932921 0.00065295642585307036 -0.0031810182045380248 -0.00043882071881704379 0.00010552981788197892 0.0015677023089603883 -0.0017441049524695316 -0.00016941212241617127 0.10001629297829202 -0.0024320751823522792 -0.00011925438268318106 0.002943638690273621 -0.0010104243368205402 -0.00015757465252468021 0.00026120879175489507 0.0010361802823880258 -0.00029356700349331897 0.00075516966251405477 -0.0019008611046761039 -0.0032841840403720242 -3.7133176091959616e-05 0.001912780377979249 -0.00082059391419089529 0.00029370489497540812
leaf_weight=0.001667471198100289 0.51622076802993777 0.52251211188558955 0.51431185993336614 0.51305053611865248 0.52183927050419032 0.56724901869787459 1.0226353867569109 0.51161142195837672 0.52202676946808424 1.4010670066345485 0.50309358249796787 1.0311743641905189 0.50893730091627531 12.679721989722966 0.0032437952359805067 0.53889554700717202 2.0171155072097551 0.52074695805640547 0.50736338656719937 1.5210689846280727 2.0093869960928714 1.0192429417274982 1.0075231291157249 2.0267091608535557 0.51047331095193449 0.52340308089745491 1.0001688951215326 0.54044199816966454 1.0446610430546135 7.0441779632028556
leaf_count=83 47 33 78 90 48 153 31 45 69 8 9 37 649 1565 10 93 31 25 51 29 19 22 22 41 40 65 7 136 958 139
internal_value=1.41552e-07 0.000664362 -1.62339e-05 -0.000732805 1.67551e-06 0.000289885 2.3633e-05 -4.79937e-05 -0.00128335 -0.000273343 -0.00132951 -1.047e-05 -7.66278e-05 -4.73227e-05 0.052765 -5.62809e-05 -0.000606877 -2.96869e-06 0.000992343 0.000416904 0.000704292 4.24544e-05 0.000375151 -4.33038e-05 8.27021e-05 -4.51094e-05 -0.00115261 0.000139509 2.80637e-05 0.000149795
internal_weight=43.1717 1.03873 42.133 1.02736 41.1056 6.04265 5.4754 35.063 1.03364 4.45277 1.02493 34.0294 29.4677 28.9588 0.00491127 28.9539 2.55601 26.3979 1.02811 4.56163 3.04056 3.42783 2.02677 25.3698 12.69 10.6633 1.52357 9.13975 8.59931 8.08884
internal_count=4633 80 4553 168 4385 293 140 4092 114 109 57 3978 3893 3244 93 3151 124 3027 76 85 56 52 44 2951 1386 1345 72 1273 1137 1097
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=16 15 0 5 15 14 0 6 6 13 3 17 3 6 4 2 18 17 5 12 6 5 4 12 19 7 6 6 9 9
split_gain=5.24534e-05 0.000240374 7.00228e-05 0.000143637 0.000301535 0.000677528 0.000298648 0.000126998 0.000103777 0.000266832 0.000178766 0.000426018 0.000165122 0.000175436 0.00013227 0.000111121 9.67634e-05 0.000291743 0.000134464 0.000229227 0.000439265 9.02412e-05 0.000188186 8.86001e-05 0.000216492 0.000160695 8.02397e-05 7.66414e-05 7.21442e-05 0.000175023
threshold=22.704946905950003 42.80317728375001 85.990333302400003 23.605484525250002 41.54912092575001 286.3521236806501 86.692020874450009 16.405383309150004 16.455384477450004 117.55283175385001 93.469623821300004 190.03457182425004 92.695347879750017 16.565387047600002 143.58239362595003 167.53567362910005 13.278511569200001 184.16216363550004 20.872540794500004 217.08460102575 16.425383776450001 20.315138807500002 249.12803587805004 133.59172866980003 14.351157895250003 22.812602664350003 16.515385879350003 16.535386346650004 199.17419511990002 198.14098854835004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -5 -1 9 14 11 -11 13 -10 -4 27 17 -16 21 20 -20 28 -23 24 -9 -25 -27 -14 29 -18
right_child=1 -3 3 6 5 -7 -8 23 12 10 -12 -13 15 -15 16 -17 18 -19 19 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018224369396000425 -0.00099734424072647288 0.0016269080417625822 0.019372625218782046 -0.0027443960742359764 0.004321545446360508 -7.8530037104951932e-05 0.00061911545753111244 -0.00082124511339127712 -0.0027788166172939672 4.5893594372665929e-05 0.00025922590610451225 0.0041225839997115678 -0.00026291318362972425 -0.00017625945309579979 -0.00076446496086340432 -0.00088858373103041673 -0.00014255525915412103 0.0026070809344761973 -0.0037450965733644781 0.0010166123396501776 -0.0001877820379462315 0.0023426721483739295 -1.0847215599853174e-05 -0.0020321936549090036 0.0020700578655796563 0.00012450915075581413 -0.00076853563580737928 0.00048355476215555413 0.00010708884017565305 -0.002092667821342065
leaf_weight=0.51796212338520664 0.57728444997769546 0.88280904911880498 0.0035273434987200805 0.54405498006872111 0.53312531840856481 1.018525141882811 0.5127948746521156 0.50860953497031924 0.52008340679662957 0.50015147030353457 1.0058885006001219 0.52584208916232456 3.0234502445964608 0.51597936759423568 0.50332490477558767 1.5193179081720698 4.5787260313152478 0.52368117876676479 0.53188680421712475 0.5142962666871872 0.99926759295340162 0.51234992361503451 1.0084686763817758 0.51828073915982553 0.52763184046489187 3.0171583851477699 1.509444698230112 2.5233868575523957 12.682168218676418 0.5116608779164834
leaf_count=223 110 56 18 59 27 71 63 263 36 2 8 48 27 36 41 44 1435 56 54 116 60 30 64 360 50 85 31 29 1106 25
internal_value=1.95271e-07 0.000589344 -2.04279e-05 3.57427e-05 7.13731e-05 0.00143327 -0.00111238 -0.000319296 6.35864e-06 0.000109322 0.00120653 0.00213528 -0.000303733 -0.00148269 9.6586e-06 -0.00013087 6.60484e-06 0.000954722 -3.90266e-05 -0.000809979 -0.00142351 4.27084e-05 0.000782032 -0.000191266 0.000650944 -0.000364259 -0.000173286 7.66727e-05 -2.05564e-05 -0.000338571
internal_weight=43.1711 1.46009 41.711 35.112 34.0551 1.55165 1.05685 6.59909 32.5035 24.4012 2.03188 1.02599 8.10222 1.03606 22.3694 7.06616 22.3658 1.02701 21.3388 2.04545 1.53115 19.2934 1.52082 6.08113 1.03624 5.04488 4.5266 5.54684 17.7726 5.09039
internal_count=4633 166 4467 3455 3333 98 122 1012 3235 3063 58 50 172 72 3005 100 2987 97 2890 230 114 2660 94 789 313 476 116 56 2566 1460
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=8 19 5 9 9 17 13 9 19 16 16 13 10 16 4 16 10 19 18 9 10 4 18 16 10 0 13 16 8 16
split_gain=5.17544e-05 5.95471e-05 0.00019199 0.000377803 0.000237914 0.000205036 0.000438216 0.000629064 0.000128258 0.00030714 5.9601e-05 0.000112621 0.000170466 9.4144e-05 0.000155388 0.000133457 0.000308238 0.000635103 0.000120428 0.000444691 0.000207683 0.000322404 0.00016648 0.000117881 0.000260198 0.000346655 0.00527066 0.00467213 0.00415046 0.00428651
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 201.16241229375001 199.39609444495002 188.27285108100003 117.53132408880002 196.51002155900002 14.551174033150001 22.624947093000003 22.714946882600003 117.71413924170001 61.923256118600001 22.584947186600004 128.88186563570002 22.624947093000003 62.020040611300011 14.151141757350002 13.552878921100001 197.89372115420002 62.165217350350012 143.58239362595003 13.829007611650001 20.834951278800002 69.999384342500022 95.988709089550014 109.34496908160001 18.754956142750004 7.943800736700001 18.094957686100003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 -8 -7 -10 11 12 -1 14 -14 16 17 -15 19 -16 -20 -22 -23 24 -24 26 27 28 -26 -30
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 15 18 -17 -18 -19 20 -21 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0017605353626997354 -0.00096967487988037213 -0.00075248232327418505 -0.0015296988630533188 0.0029866751311561422 -0.0018373788913859071 0.00079837495425872772 0.0048234713525294043 -4.4918588580583339e-05 -0.0025168845635067825 0.00095904059702084192 0.00077936203100279064 -0.0015263391562293262 -0.033243331088592898 0.00031121525344922915 0.00016617599010974353 4.8569485859205152e-06 -0.00028419852835118636 -0.0046678507439801625 -0.0014473965322229208 0.0032810388153334813 0.050451294824256178 0.0012620990939164554 0.0021321841195609545 -0.001098565117433409 0.064586092096926701 2.882183790796552e-05 -0.00032676497776193696 -0.10005810443543113 0.021416145464919031 -0.10003282879481504
leaf_weight=0.52239675147192244 0.54325034862565402 1.0513325326028251 0.51452918876722176 0.54489261865725769 0.50869394484912067 1.0140745868629901 0.55797374034591463 0.50620153905038023 0.51197503751905016 0.50492013266921276 0.87961255821028217 0.5119855583310472 0.0014012255633230044 0.50263328666914986 4.0363029871572556 6.5861043880592192 4.0255213413348896 0.52247863798506078 1.0111305919409961 0.5170435526915752 0.0012678610364734713 1.0209878745364616 0.5593950217506557 1.0134090559095046 0.0048299436576565427 14.649790795071555 0.52519686697703349 0.0099773361919233139 0.0052719157692724949 0.0064760587420506499
leaf_count=354 204 31 84 118 27 30 74 8 26 27 28 105 8 4 440 176 72 41 33 13 4 90 166 37 138 1921 61 88 35 190
internal_value=2.17689e-07 1.2578e-05 0.000312966 0.000495291 0.000203672 0.00045407 0.000863902 0.0025077 2.59412e-06 -0.000790979 -3.39254e-05 -5.37785e-05 -3.2554e-05 -5.93175e-05 5.64331e-05 -0.000291704 -0.000678424 -0.00222651 5.84304e-05 0.000519876 -5.32855e-05 2.59222e-05 2.23296e-05 -5.31302e-05 1.40899e-05 -6.38529e-05 -0.0025245 -0.0459902 -0.0134496 -0.0455325
internal_weight=43.1711 42.6278 5.71459 5.20006 4.65517 4.14648 3.09515 1.06418 2.03097 1.0169 36.9132 36.0336 35.5216 34.9992 23.3625 11.6367 5.05063 1.02511 23.3611 4.55335 18.8077 17.7966 17.7953 16.7743 15.7609 15.2015 0.551752 0.0265553 0.0165779 0.011748
internal_count=4633 4429 425 341 223 196 165 82 83 53 4004 3976 3871 3517 3224 293 117 45 3216 453 2763 2730 2726 2636 2599 2433 512 451 363 225
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=19 2 5 5 17 17 7 18 6 3 9 16 6 17 3 17 13 0 6 2 6 17 17 9 15 14 12 6 16 13
split_gain=5.77826e-05 9.64111e-05 7.9548e-05 0.000421049 0.000396364 0.000249669 0.000107342 0.000103097 7.06629e-05 0.000186114 0.000168459 0.000118065 0.000182771 0.000518646 0.000151457 0.000230304 0.000142646 0.000133032 0.000236877 7.50362e-05 7.50848e-05 9.40436e-05 0.000151937 7.11985e-05 7.02529e-05 6.53903e-05 0.000450778 0.00015799 0.000137277 0.00572272
threshold=14.651182102100002 241.49325970385004 23.714185006400005 22.958759589950002 192.64609805285002 193.94976740385002 23.209106085000005 13.122774073950001 16.455384477450004 92.738363209800013 205.22231928645002 22.624947093000003 16.415383542800004 187.32964365115004 93.292185584700022 186.34046889365004 117.55283175385001 87.261973998100004 14.745344522600002 167.53567362910005 16.515385879350003 188.27285108100003 195.14561408000003 200.52256857420005 36.136500007950012 227.64501646235001 144.66294237600002 16.405383309150004 18.764956119400004 104.19926021995002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 11 10 -10 14 17 -14 16 -16 25 -13 -19 20 23 24 -23 -11 -22 26 -1 28 29 -27
right_child=1 -3 5 4 -6 -7 -8 -9 9 19 -12 12 13 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=7.7130076741332783e-06 0.0016711073416430956 -0.00025617955179854022 -0.00023256213664029003 7.0055109044241985e-05 0.0039227404926385524 -0.0024452270417276599 0.0003657224225949044 -0.0018961289766033053 -0.0027707653217794066 -0.0010536338990803135 -0.00022014109850388916 -0.000749278020554857 -0.00057169816670324392 0.0039259904328707461 0.00031175927588825326 -0.0026910500046300454 0.0016787071224625694 -0.00017111840378938674 0.0024539906914873961 -0.00064644514844557598 0.00038591789271138349 0.0016328747654728963 -9.7111070161174124e-05 0.00012937330492572747 -0.00057194731798168531 -0.00018261813134465873 0.0029629877137992856 -0.0014051748793738332 0.00011693378053413133 -0.058943013595504662
leaf_weight=12.675427407488334 0.53536678760224166 0.50382288223772775 1.3739246056177796 0.53693693019805955 0.53123115487267736 0.53462257531709356 2.0187981189653783 0.51112560406650742 0.52890217395906691 1.0295169955061276 0.50731020141756744 1.0142313492819992 0.50320982289849758 0.52269880131643731 0.50229577270199532 0.5196562447439973 0.51270074950298195 1.0032193556335185 0.52290433022062632 2.017105299339164 1.5083602039197919 1.0263856798846975 1.0045189332522566 1.0057222403120247 1.5551293820408318 1.042231320069275 0.53804857698677189 1.0064896588737609 6.0596757244871213 0.01684203741512913
leaf_count=967 70 10 590 84 50 142 39 137 49 35 32 27 6 36 89 42 29 19 48 39 37 36 10 6 22 1510 81 10 176 205
internal_value=6.70669e-08 0.000736715 -1.81036e-05 2.90508e-05 0.00198611 -0.000418531 -0.00014098 -0.000683633 -2.80306e-05 -0.000251857 -0.00152203 5.8174e-05 0.000593343 0.00171987 -2.5266e-05 -0.00121515 3.03828e-05 0.000138403 0.000728337 -0.000107963 4.43838e-05 0.000249502 0.000777195 -0.000469046 -0.000100326 -9.22113e-06 0.000128051 -0.000232456 -6.66508e-05 -0.00111706
internal_weight=43.1684 1.03919 42.1292 37.6908 1.06817 4.43847 3.90385 1.88505 36.6226 10.183 1.03621 26.4396 3.56626 1.02591 22.8734 1.02195 21.8514 2.54036 1.52612 9.14674 7.12963 5.09439 2.0309 2.03524 3.06349 21.3387 13.2135 8.12524 7.11875 1.05907
internal_count=4633 80 4553 3645 134 908 766 727 3511 266 81 3245 136 42 3109 131 2978 94 67 185 146 105 46 41 59 2949 1048 1901 1891 1715
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=8 19 2 5 5 17 17 7 18 10 10 7 15 13 12 12 7 6 0 17 6 2 6 17 6 5 16 15 2 15
split_gain=8.41556e-05 6.02287e-05 8.77975e-05 6.90239e-05 0.000270782 0.000391937 0.00017386 0.000102287 7.44396e-05 4.72251e-05 0.000173657 0.000220998 0.00117653 0.000698114 0.00111869 9.88896e-05 0.00252484 0.00459558 0.000879705 0.000736729 0.00415573 0.00353951 0.00167808 0.00171525 0.00102391 0.00131238 0.00108081 0.00248725 0.000576825 0.000275305
threshold=8.8430989333000021 14.651182102100002 241.49325970385004 23.714185006400005 22.958759589950002 192.64609805285002 193.94976740385002 23.209106085000005 13.122774073950001 61.917879202350001 61.944763783650011 22.093462376800005 30.247508226550003 105.40368946235002 197.15611335610004 217.54417277160005 23.365573965200003 16.455384477450004 88.729872137350014 197.91512403570002 16.265380038000004 199.01127796720002 15.345358541850002 201.00900942685004 11.685273024550002 13.252098438300001 22.614947116400003 35.929665612950011 212.16877499140003 18.939493156800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 -6 7 8 -5 -1 -11 12 13 14 -12 -13 17 18 -17 -18 21 -21 23 -23 25 29 27 28 -26 -25
right_child=-2 2 -4 6 5 -7 -8 -9 -10 10 11 15 -14 -15 -16 16 19 -19 -20 20 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00054215126522655789 -0.0012378699476163725 0.0016730985324365654 -0.00017326503356523704 -0.0002898294531946202 -0.00029642996709708293 0.0035410074377433213 -0.0020668769251900149 0.00035063473131941497 -0.0017035066409209314 0.0018244439761077173 -0.1000116525004428 2.5367509023218059e-05 -0.09273002196492483 0.074916868438142228 0.030839695537792994 0.10002829430702143 -3.7704401368776631e-05 -0.1001919102224316 -0.014574675610392438 -0.10013496905468117 -0.094440352076423068 -0.079542234337558693 0.055317201736069389 -0.0183041147664651 0.087424634679922397 -0.10004383114604716 0.10000638566924112 -0.074979943797838261 0.013481875640670158 0.049030232849548577
leaf_weight=1.5644787449066431 0.54225256102836183 0.52708347639304409 0.50361781533865724 1.3688118472068525 0.53479161575080236 0.52985004484777143 0.53468486405014726 2.0174172323485209 0.51173331680899092 0.52498386302613553 0.001038472321574834 32.954171403799947 0.0015862528269079412 0.0011477905633882068 0.0017618225754398864 0.0016626465367140519 1.0078532703220116 0.0063590905110686435 0.0011216660939419865 0.0030116198742007319 0.0055079755204587846 0.0024830724411367697 0.0071347415472473577 0.0011739939245716266 0.0025095020246226341 0.0016022578612364669 0.0018084870025631972 0.0021628214353199837 0.0018202322187033104 0.0012577396292714482
leaf_count=57 204 41 8 535 74 49 132 28 135 27 97 2000 19 78 73 2 388 16 54 14 39 81 35 213 9 47 18 34 41 85
internal_value=5.88963e-08 1.58073e-05 0.000770935 -2.90482e-06 4.15861e-05 0.00161338 -0.000375896 -0.000143944 -0.000674519 -4.77283e-06 1.95731e-05 -8.2895e-06 -0.0199897 0.00923577 -0.0176857 -5.0372e-06 -0.000961592 -0.0532806 0.0538603 -0.000500876 -0.0158199 0.00152629 0.0154728 -0.00371183 0.011553 -0.0297764 0.0316375 0.0125935 0.0563389 0.0165225
internal_weight=43.1669 42.6246 1.0307 41.5939 37.1613 1.06464 4.43265 3.89796 1.88055 36.0966 34.5322 34.0072 0.00553434 0.00394809 0.00280029 34.0016 1.04747 0.0091434 0.00278431 1.03833 0.0304724 0.0249645 0.0219528 0.0148181 0.012335 0.00403399 0.00830104 0.00649256 0.00432973 0.00243173
internal_count=4633 4429 49 4380 3550 123 830 698 670 3427 3370 3343 267 248 170 3076 1076 72 56 1004 616 577 563 528 447 345 102 84 50 298
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=8 16 13 18 15 15 10 9 2 9 5 15 8 5 7 18 13 6 18 16 15 5 15 14 5 7 9 9 5 5
split_gain=6.80947e-05 5.46685e-05 5.82711e-05 0.000197679 0.000468608 0.000195196 0.000202534 0.000254101 0.0145834 0.00929465 0.00554218 0.00511396 0.000854001 0.000178021 0.000141815 0.000129213 0.000127215 0.000104133 0.000256241 0.00010188 7.20212e-05 6.49163e-05 0.000102538 0.00017388 6.72499e-05 0.000273318 0.000252934 0.000138022 0.000134042 0.000711959
threshold=8.8430989333000021 22.764946765650006 117.60660091645001 13.602243858600003 44.483611103700007 46.674706678850008 62.041548276350007 197.47612518640003 191.54391932205002 193.49750438550004 21.482549112100006 43.79812286300001 5.9453602998000008 22.705169530700005 23.322419822750003 13.344136431100003 117.62810858150002 16.515385879350003 13.328768336950002 22.614947116400003 41.29990759910001 24.148799123900002 42.33967733730001 144.12207640715005 21.950234501100002 23.131311951800004 208.17787845895003 192.39832633775004 20.911722254300006 21.191508333600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 7 8 9 10 -1 12 -12 -5 -9 -10 -4 18 -16 -18 -21 22 23 -8 28 27 -27 -26 -25 -30
right_child=-2 -3 3 13 -6 -7 21 14 15 -11 11 -13 -14 -15 17 -17 19 -19 -20 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.03534738044397822 -0.0011132202656730255 0.00098634048842601452 -0.0017092616221983229 -0.00031632644178578007 -0.0033233623931662581 -0.0018820626372670639 -0.024210796513166145 -0.00044070806370977698 -0.0016446658286985432 0.09782004921850819 0.0045875216457914514 -0.10007450520815431 0.10004213103226739 0.0023219928129264702 -6.0264027428217877e-05 0.00061558085929660144 0.0012790762912029698 0.00011821491231371237 0.0031137849723252894 -0.00076145898779180789 8.8766892762502593e-05 0.0011101958932320617 -0.0014079521095596208 3.490084731122261e-05 0.00059124201558169269 0.003312643488352154 0.00016853238843601457 -0.0010651293827662991 -0.0039928641433341202 -3.4610243027247478e-05
leaf_weight=0.012478158017103945 0.54265113251822228 0.57059520107031758 0.51032931057276787 0.50460175005605357 0.52948134310902073 0.51345214959288554 0.0029677245693332513 1.5090394026265133 0.50776700506317374 0.025119094592810143 0.0010529165787407412 0.0016698180843377477 0.0085334417522062722 0.51859249003592822 0.50031979827326745 0.50395275006521612 0.51586395264021767 1.0049240966327486 0.51734024754387065 1.5261770123497624 2.8696162400083267 0.50622408544878084 0.53174990375709441 22.30543681156302 1.007717894233892 0.52191787150228053 0.50193511831958038 1.0045849886810172 0.53386435283458711 3.0532322397674605
leaf_count=29 204 49 18 17 78 104 17 18 127 17 287 5 17 26 3 16 108 6 43 39 34 60 90 2767 138 35 12 18 127 124
internal_value=-8.19834e-08 1.40907e-05 8.97752e-07 -0.00026309 -0.000483832 5.33912e-05 8.21444e-05 0.00070056 0.00205797 0.0554211 0.0105483 0.0614265 0.0895579 0.00102087 0.000292921 -0.000518803 -0.000206539 0.000840278 0.0015533 -5.04035e-05 -0.000206423 -1.26145e-05 -3.1906e-05 -6.61493e-06 -4.13188e-06 0.000441121 0.00177127 -0.000235654 -5.63422e-05 -0.000623714
internal_weight=43.1632 42.6205 42.0499 6.97466 5.95147 35.0753 34.5618 4.5922 1.06057 0.0488534 0.0237343 0.0112562 0.00958636 1.02319 3.53162 1.01172 5.42199 2.02258 1.01766 4.91166 4.39579 29.9696 29.4634 28.9317 28.9287 3.03616 1.02385 2.0123 25.8925 3.5871
internal_count=4633 4429 4380 320 277 4060 3956 568 498 355 338 309 304 43 70 143 199 52 46 181 73 3388 3328 3238 3221 203 47 156 3018 251
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=8 16 16 15 9 6 16 5 9 18 19 6 5 0 17 2 4 18 17 0 8 2 18 0 18 3 15 12 10 0
split_gain=5.51571e-05 4.42834e-05 5.89996e-05 0.00019299 0.00037743 0.000185046 0.000172296 0.00018352 0.000442109 0.000147945 0.000493282 0.000135739 0.000532422 0.000134887 0.00021391 0.00041185 0.000120115 0.000107231 0.000321619 0.000196849 0.000431696 0.000143556 0.000123716 0.000183515 0.000100122 8.92798e-05 0.00340879 0.0058758 0.00692927 0.00647923
threshold=8.8430989333000021 22.764946765650006 22.594947163200004 45.793006327050001 206.57490536735003 16.565387047600002 22.624947093000003 21.100330328400002 198.91155909545003 13.781134552700001 14.351157895250003 16.455384477450004 21.836296031200003 86.420486603250012 188.27285108100003 188.61740261325005 143.58239362595003 12.964611930900002 189.31980273685002 86.780739992750014 8.2435668022500028 185.00267682035005 13.511883313150003 86.538778761000017 13.602243858600003 85.589753040950015 31.445204138150004 97.388883832800005 69.165962322050021 91.109157582800023
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 9 7 -4 -9 17 16 12 24 14 -13 -16 -11 -1 -19 21 -21 22 -20 -24 -8 -18 27 -27 29 -29
right_child=-2 -3 3 4 -6 -7 11 8 -10 10 -12 13 -14 -15 15 -17 25 18 19 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00059562248437693046 -0.0010012057329911715 0.00088843619450534221 -0.00011124219196504064 -0.0033435236288575027 0.00047775149355142255 0.0019691214680470689 -0.00039564369431121398 -0.0037475081155213651 -0.00021725278542700954 0.029093104684318329 -0.003117851906772575 -0.00023697841227977328 0.0035752283158740914 -0.00090835764274895838 0.003387498640460786 -3.4179344825144613e-05 -7.0692094685567119e-05 0.0028617334263584863 0.00019780163259680854 -0.00048362888989056906 0.0036072633296391314 0.00098181160851752757 -0.0024276447540850549 -9.8264769892639136e-05 0.00088716775720316379 -0.028534585654577078 -0.0007507080303578227 0.082867940939335361 0.097089452244719002 -0.10008437713336796
leaf_weight=1.0041399204982564 0.5430096940845307 0.57015015505567035 3.0059240970664964 0.52799773191458033 0.50635916902865574 0.51505826887625161 1.5189304980453915 0.54444258097646514 1.0181425728855229 0.0014167425688452742 0.53189145089154877 3.8773254990646819 0.5405372291702405 1.5095670224109197 0.53839222356327798 1.0148429010441757 15.683795686566686 0.53828475526549091 3.5124663622880226 0.50277300353118171 0.52974707103021501 1.5179380090398504 0.51028911853791203 1.0029771677654933 1.0149861342069924 0.011133569056555763 0.54458258222069311 0.0035206574077260647 0.016033219169866664 0.0042999746886147605
leaf_count=205 204 49 31 172 17 443 52 55 34 5 96 51 67 16 47 18 2357 190 41 17 45 38 10 61 34 14 117 29 92 26
internal_value=2.86835e-07 1.30472e-05 1.17729e-06 -0.000152921 -0.00147286 9.22328e-05 -5.93005e-05 -0.000568212 -0.00144728 5.49303e-05 -0.000121115 0.000172858 0.000725999 -7.21821e-05 0.000160255 0.00115186 -2.31157e-05 0.000379209 0.000499842 0.00033203 0.00161525 0.000129552 -0.000127859 -0.000883756 0.0001182 -2.56521e-05 0.00119318 0.03145 0.0594472 -0.0177237
internal_weight=43.161 42.6179 42.0478 15.6174 1.03436 26.4303 14.5831 4.56851 1.56259 25.9153 16.7967 10.0146 3.07445 6.94013 5.43056 1.55324 16.2648 9.11862 8.11448 7.57619 1.03252 6.54367 5.02573 1.51327 2.53392 16.2634 0.57957 0.0349874 0.0238539 0.00782063
internal_count=4633 4429 4380 594 189 3786 405 120 89 3343 2736 285 153 132 116 65 2640 607 402 212 62 150 112 71 86 2635 278 161 147 55
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=15 7 15 19 10 10 16 19 17 15 9 16 16 0 2 19 14 19 15 9 15 9 6 13 6 6 13 3 18 5
split_gain=5.12235e-05 0.000184497 7.13502e-05 0.000395254 0.000170895 0.000496684 0.000155013 9.59548e-05 9.58537e-05 5.78838e-05 0.00034478 8.15887e-05 7.67964e-05 0.000174847 0.0011021 0.0232974 0.000175276 0.000168664 0.000293413 0.000900028 9.7106e-05 0.000364861 0.000407096 8.55656e-05 8.11673e-05 7.6048e-05 0.000270097 0.000368355 0.000546533 7.29458e-05
threshold=46.723315192750007 23.543468673550006 42.80317728375001 14.451165964200003 61.917879202350001 61.987779113750001 22.684946952700002 14.251149826300002 162.04221493815001 41.54912092575001 194.82237869650001 22.674946976100003 22.624947093000003 86.345209775600011 100.00310400885002 14.151141757350002 129.42733769190002 14.251149826300002 37.050691080100002 185.00606802455005 37.491361913600009 199.66502090505003 16.385382841850003 117.48293184245001 16.435384010100005 14.375335877400001 109.34496908160001 87.399085362750014 13.781134552700001 20.315138807500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 -7 -1 11 -11 12 13 14 24 -16 -15 -14 29 -20 25 22 -22 -23 -10 -18 -27 -28 -29 -19
right_child=1 -3 3 -5 5 7 -8 -9 9 10 -12 -13 17 16 15 -17 20 18 19 -21 21 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.030160113384595667 -0.0021094622859640301 0.00021444404204173066 0.0012828643676330931 0.0029375782090508319 -0.003140444332648817 0.0014960707731056446 -0.0016421085426421402 -3.8235752453260252e-05 -8.61127889662915e-05 -0.0010995145783032716 0.0025349207132784415 -0.00090434718465080474 -0.0006146947781774109 -0.035174242413023818 -0.0001820276041327534 -0.10026047430290697 3.6128584128515574e-05 0.00080479304632805255 -4.0567210930287166e-05 0.0050034963075418276 5.5740838297080683e-05 0.00026884260258133155 0.004024452456524821 -0.00086013784115054588 0.0016864004236490399 -0.0025424646216940217 0.0022658471638954247 -9.60587737339311e-05 -0.003389336452089347 -0.00020187152544258601
leaf_weight=0.0010536092635423646 0.51499255093105212 1.0148300045396981 0.87355486860178633 0.53929278889460608 0.51321115749851776 0.51068807364018187 0.58276765905679795 2.0193956728177511 0.51489053195743362 0.51669581973692646 0.52748226432091982 1.0111090614955163 1.5069894490588911 0.0014169722853755165 0.50217725340979802 0.024390691518359375 15.654098644179529 1.0080422935188837 1.0039783202810211 0.54620144604632503 0.50954821718509247 2.0141843030072288 0.52451797705725767 1.0069122605782466 0.5185069228276854 0.52573968016279238 0.55932005036083854 5.0353348168137018 0.55995611046841975 2.5176755548964138
leaf_count=380 106 72 21 98 19 32 129 66 37 18 36 27 13 8 399 45 2053 33 13 51 31 81 17 19 99 290 114 145 148 33
internal_value=4.34256e-07 -0.000567865 2.13186e-05 0.000399442 4.99773e-05 -0.000303914 -2.40092e-05 0.000271458 1.76207e-06 2.6306e-06 0.000736475 -1.8927e-05 6.99701e-06 -6.53728e-05 -0.0010941 -0.00481767 -4.56494e-06 0.00031428 0.000590084 0.00173669 -2.67653e-06 0.000447507 0.00206882 -0.000107439 0.000803245 -8.44144e-05 -0.000366883 -0.000181041 -0.000425638 8.59452e-05
internal_weight=43.159 1.52982 41.6291 4.45614 3.91685 3.04329 37.173 2.53008 36.5902 36.5892 1.04418 35.545 34.5339 27.951 1.55997 0.526568 26.391 6.58289 5.0759 1.55018 26.3896 4.05516 1.03407 3.0211 1.0334 22.3344 6.68035 6.15461 5.59529 3.52572
internal_count=4633 178 4455 236 138 117 4219 98 4090 3710 54 3656 3629 3486 580 444 2906 143 130 64 2898 148 48 100 136 2750 697 407 293 66
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=6 9 9 15 3 9 7 7 17 3 16 0 6 8 7 5 16 15 8 8 2 3 6 13 7 18 19 19 2 16
split_gain=5.15421e-05 0.00131856 0.00315599 0.00343807 0.00311011 0.0054203 0.00289684 0.00189977 0.00120999 0.00193408 0.000296056 6.40954e-05 0.000165928 0.00010797 0.000394835 0.000105771 0.000291132 0.000211119 0.000450084 9.13114e-05 0.000293005 7.65262e-05 8.07279e-05 0.000253922 0.000141201 0.000274463 0.000307309 7.84962e-05 5.58799e-05 5.23142e-05
threshold=16.635388683200002 186.70853236170004 189.34276022045003 31.028113015250003 93.017962855400015 191.20686769655003 22.172877373800002 21.698399695800003 198.58733702675002 94.472418703950012 22.704946905950003 85.990333302400003 16.405383309150004 8.3434888241000014 22.907491544400003 23.605484525250002 22.594947163200004 40.856592954650004 8.543332867800002 8.7431769115000026 90.05676182820001 93.491131486350014 16.455384477450004 117.55283175385001 23.666491602800004 13.063922652800002 14.551174033150001 14.451165964200003 158.58656282205001 22.654947022900004
decision_type=2 2 2 2 2 2 2 2 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 -7 9 -8 11 12 -1 29 -15 17 -17 19 -19 21 -21 22 23 27 25 -24 -27 -13 -26 -14
right_child=1 2 3 4 5 6 8 -9 -10 -11 -12 15 13 14 -16 16 -18 18 -20 20 -22 -23 24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0020210544859030786 9.2942000882093002e-05 -0.100194692461913 -0.091797455262268873 0.050087851103206876 0.10008018990342189 -0.025201704704483786 0.01133521787218999 0.088244277621158163 -0.10012381609897403 -0.084174241418076071 0.002263199928354971 -1.9906560061977652e-05 0.00085105806317731019 -0.0030549516669314616 -5.2699078032150435e-05 0.00073955103975772312 -0.0025846022925617488 0.0034984385802440637 0.00016028672058809217 -0.00023468001739537539 0.0026868162975633033 0.0011868989606658197 0.00023450982998934091 0.0012866185706501558 0.00056134503674761525 -0.0027464307384446581 -0.00029921862570717934 -0.0012609464589794577 -0.00024439078651056922 -2.812722078735671e-05
leaf_weight=0.5169199040882696 0.86002794073383504 0.0042124530009459695 0.0044114423055481291 0.009610212186089484 0.0033570160157978526 0.0037272737522666679 0.0039991524317883886 0.0024440405995846959 0.0053118463183636786 0.0045127328036187464 0.57830021132031006 20.807983277328663 1.0203131516746089 0.5303123147348362 2.5177812110040385 0.5190374162371032 0.53507952697918881 0.55030502578400531 1.5182767559394958 1.0082580286180025 0.52052005112296296 0.50651929976629517 1.5033699700143182 1.5220225105877023 1.5090648335171866 1.044184403086547 1.0089606405526863 0.52245263298595901 2.0034700911603522 2.010225390122514
leaf_count=223 355 6 43 19 2 38 17 12 21 31 49 2864 195 102 79 50 61 103 39 21 41 32 9 40 9 36 15 53 36 32
internal_value=1.60156e-07 -0.000747985 -0.0181389 -0.00889024 0.00220548 -0.0174998 -0.0372406 0.0197266 -0.0626724 -0.0393009 1.61243e-05 -1.5057e-05 -0.000301064 -0.000154798 -0.000575036 3.87172e-05 -0.00094782 6.92804e-05 0.00104834 5.90562e-06 0.000760034 -3.19836e-05 -5.26172e-05 3.87382e-05 -0.000347946 -0.000792103 -0.00154382 -5.03037e-05 0.000101772 0.000267874
internal_weight=43.155 0.901614 0.0415862 0.0373737 0.0329623 0.0233521 0.019995 0.00617131 0.0138237 0.00851189 42.2534 41.6751 6.59555 6.07863 3.04809 35.0795 1.05412 34.0254 2.06858 31.9568 1.52878 30.428 29.9215 22.8525 7.06905 3.55652 2.05315 21.3304 3.51253 3.03054
internal_count=4633 544 189 183 140 121 119 50 69 48 4089 4040 631 408 181 3409 111 3298 142 3156 62 3094 3062 2957 105 60 51 2917 45 227
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=8 19 5 5 9 19 2 3 9 9 6 9 2 9 12 13 13 10 13 8 6 9 17 2 15 0 15 9 16 18
split_gain=6.11233e-05 7.66528e-05 0.000160694 0.000361657 0.000160472 0.000171096 0.000232168 0.000212778 6.43093e-05 0.000241753 0.000374428 0.000215015 0.000193088 0.000179904 9.0008e-05 8.58456e-05 0.000431056 0.000165966 8.42196e-05 8.57012e-05 0.000202147 8.8769e-05 0.000230844 8.93161e-05 6.51963e-05 0.000147075 0.000125681 8.90021e-05 7.31291e-05 0.00019227
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 22.887221773600004 201.16241229375001 14.551174033150001 116.68694986600001 93.345954747300013 199.17419511990002 197.47612518640003 16.415383542800004 197.20558004415003 100.92170827030002 199.39609444495002 86.968866757150025 104.04332964835001 98.790082461450012 75.180043159850015 117.64961624655002 8.543332867800002 16.555386813950005 194.29956510785004 192.28474763930004 153.89888490650003 28.298162031900002 96.631250582750013 31.264641197600003 200.84251237905002 22.614947116400003 13.552878921100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -7 9 11 12 18 -11 -10 -15 16 -16 24 19 20 21 -1 -23 -24 25 -17 -26 -28 29 -29
right_child=-2 2 -4 -5 -6 7 -8 -9 13 10 -12 -13 -14 14 15 17 -18 -19 -20 -21 -22 22 23 -25 26 -27 27 28 -30 -31
leaf_value=0.00015550765073118605 -0.0010556929685460687 0.0024953034186487879 -0.0013309017943662635 0.0029534811616008056 0.0018760718848181816 4.1245868046900238e-06 5.0224099792512076e-05 -0.0022691428938221001 0.0013763653820430758 -0.0021473404007774041 -0.0034810632207304018 0.0019851327319467369 9.5447137124888263e-05 0.00075199338267186952 0.00021026494632339672 -0.0019899879888314108 -0.0030755725416988047 0.0017900139551539384 -0.0010365787523242192 0.0012313299957499298 -0.0020302894135674557 -0.0024085256329665333 -0.0011747682055779764 0.00035033480162087569 0.0015673714249868848 -0.00013349993515730731 0.00071772354026253249 0.0013199661253961987 -0.00064110507559734056 -0.00014683238131648648
leaf_weight=8.6059492278794725 0.54149233987868584 0.52190888731638763 0.51480315147654643 0.54702287665534743 0.52829570949677407 1.5175822546843849 1.5174635167074937 0.5650483340878053 1.0136846862951667 0.51344008345682457 0.51839782558909053 0.51392094359230434 1.5210723950316873 1.5113894598642001 1.5059688331276917 0.51411619795589958 0.54327445166462229 0.51641905566344881 0.89464501723601841 0.51482359587571025 0.51183190653304933 0.51461910201993655 0.51468614679629388 1.5123239832077713 0.53522364517919996 2.5105975401086553 1.5175926272859737 1.0135909424775453 2.0278246909601885 7.5526208824373011
leaf_count=1787 204 47 84 94 74 29 39 58 12 23 27 16 51 52 368 67 234 34 144 34 366 49 101 48 117 44 23 13 79 315
internal_value=6.68891e-08 1.34836e-05 0.00035437 0.000521299 0.000235198 2.48952e-05 0.00067596 -0.000612646 -3.92886e-05 -0.000189043 -0.00108187 -2.1234e-05 -0.000470554 7.7095e-05 1.04042e-05 -5.10541e-05 -0.000660843 2.61392e-05 -0.000100132 -3.1316e-05 -8.70684e-05 2.15297e-06 -0.000517106 -3.69101e-05 -3.1985e-05 -0.000449051 6.77634e-05 1.4944e-06 -0.000101105 2.67255e-05
internal_weight=43.1516 42.6101 5.71212 5.19732 4.6503 4.122 2.03937 2.08263 36.898 16.1357 2.55291 13.5828 2.03451 20.7623 19.7486 18.2372 2.04924 16.188 13.0689 12.1742 11.6594 11.1476 2.54163 2.02701 15.6716 3.02471 12.6469 12.1116 10.594 8.56621
internal_count=4633 4429 425 341 247 173 86 87 4004 2646 101 2545 74 1358 1346 1294 602 692 2529 2385 2351 1985 198 149 658 111 547 430 407 328
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=16 6 8 9 9 7 3 9 17 6 10 10 5 9 5 5 0 2 8 6 9 5 7 6 2 3 9 16 17 7
split_gain=5.03422e-05 0.000275428 5.96442e-05 5.13541e-05 0.000273528 0.00031693 0.000224522 9.75365e-05 9.85634e-05 5.0597e-05 0.00026842 0.000174528 0.000332841 0.00996899 0.00616605 0.011713 0.00299659 0.000552558 0.000116202 0.000125456 0.000367591 0.000315123 0.000103898 0.000489714 9.97595e-05 8.19221e-05 0.000173437 0.000122088 0.000115296 0.000168445
threshold=22.704946905950003 16.695390085100005 8.8430989333000021 214.18224820805003 210.61272793875003 24.068567769550004 84.737511813600022 209.24553857890001 194.36188291790003 16.485385178400005 61.93938686740001 61.987779113750001 21.252944829650001 205.22231928645002 22.825270530250005 23.803605515150004 85.216057360850016 216.39684782960003 8.6432548896500023 16.415383542800004 200.15236065845002 22.825270530250005 23.445318439400001 16.445384243750002 190.3068252971 92.738363209800013 201.81004550795004 22.634947069650003 189.44392401325004 22.721067571950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -5 9 -9 10 -1 12 -11 14 -14 -16 17 -17 19 21 22 -12 23 -21 -20 26 -13 28 29 -27
right_child=1 -3 -4 6 5 -7 -8 8 -10 11 18 25 13 -15 15 16 -18 -19 24 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0022713203740193097 0.00225771746556175 -0.0005465333157603741 -0.0010721295015363795 4.6420754067037008e-05 0.00014880099916368149 -0.0033658013724644771 0.0022787777129506036 -2.8442472176736146e-05 0.0019413413286992174 -9.1314190035549688e-05 1.969286537316051e-06 -0.0020863679036373312 -0.10024714685230751 -0.00015014087807876941 0.037988137865364868 -0.027519626864779958 -0.10028296657071452 0.059312899474935135 -0.0019998101763483984 0.0032857512920263158 0.0030030420149540151 -0.0024958514438662197 -0.00069372850994171755 -3.0170317849786012e-05 -2.6719386166844093e-05 0.00021153053498179574 0.00051437598693282764 0.00071639888522590086 0.00010426650570253239 -0.0023671826508608906
leaf_weight=0.53595126391437276 0.58459967412636504 0.87369828197358856 0.53203386247599738 3.5177401719874175 0.50057690913672259 0.52636402397677007 0.51671811649310351 0.50204148993344577 0.51420959830137747 2.0079668652761025 16.275416704039475 0.51988482314054241 0.014885759650496572 0.99900913238525391 0.016215976138482802 0.0016918519288582705 0.013982533375635597 0.0012928702085703201 0.52299277296298174 0.5222092013566314 0.52282793006179407 0.5212534308893727 1.005796575910608 3.027410591102341 0.50241174631570829 0.50224541861566396 0.50597373373238952 2.52405460437787 4.028595423786518 0.5110683008327328
leaf_count=106 56 110 130 318 4 162 67 17 59 20 2401 31 21 4 15 377 42 71 36 94 29 169 24 81 20 35 25 43 50 16
internal_value=9.54695e-08 0.000577629 -2.0105e-05 -6.50684e-06 -4.3328e-05 -0.00165263 0.000332333 2.45272e-06 0.000968242 -2.55232e-05 5.91358e-05 -0.000195877 -0.000845052 -0.00229049 -0.0467729 -0.0227847 -0.0808667 0.010093 7.36258e-06 5.61335e-05 0.000491673 -7.55459e-05 0.000203442 0.000457658 -0.00103307 3.49536e-05 -0.00080363 0.000148656 -0.000135565 -0.00108905
internal_weight=43.1511 1.4583 41.6928 41.1608 37.1263 1.02694 4.03446 36.0994 1.01625 35.0831 23.4363 11.6469 3.05504 1.04708 0.048069 0.0331832 0.0169673 0.00298472 22.9003 21.8749 5.07824 16.7967 4.55542 3.54962 1.0254 8.59182 1.02586 7.56596 5.04191 1.01331
internal_count=4633 166 4467 4337 3952 166 385 3786 76 3710 2960 750 550 530 526 505 490 448 2854 2798 228 2570 199 175 56 200 56 144 101 51
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=16 6 8 5 2 18 14 19 15 17 16 5 18 17 8 17 3 17 7 8 7 18 18 6 16 15 7 2 7 2
split_gain=4.08571e-05 0.000223532 4.82462e-05 4.54809e-05 0.000270541 0.000314443 0.000149523 9.57164e-05 9.01105e-05 0.000483109 0.000147976 0.000166785 9.8103e-05 0.000812315 0.000923208 0.000388771 9.27327e-05 7.4504e-05 6.16067e-05 9.73763e-05 0.000475907 0.000135562 7.25152e-05 0.000552968 0.000169488 0.0003252 8.97013e-05 8.69628e-05 0.000136943 0.000266331
threshold=22.704946905950003 16.695390085100005 8.8430989333000021 23.605484525250002 216.39684782960003 13.328768336950002 284.82531865025004 14.451165964200003 41.54912092575001 192.80507188075003 22.674946976100003 20.497141515850004 13.304953393500002 188.13858192940003 8.1436447804000007 186.51219468755002 93.216908757050007 184.89106522365003 23.032419884600003 8.543332867800002 23.666491602800004 13.378437733750003 13.781134552700001 16.315381206250006 22.534947303500005 39.324897478350003 23.822419043000004 60.643165405350004 24.103872582350004 72.043920985000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 10 -10 12 -12 13 15 -15 17 18 -1 -14 21 -21 -20 24 26 25 -23 -24 -28 29 -29
right_child=1 -3 -4 4 7 -7 -8 -9 9 -11 11 -13 16 14 -16 -17 -18 -19 19 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00020499617277647134 0.0020357510724686072 -0.00049176687020551456 -0.00096425735957830425 -0.0015552101819130346 1.777485837616568e-07 -0.0033773587363365855 0.00086432398356384773 0.0015237736422709395 -0.00023901575668779527 0.0032406910660885608 9.7287329014140414e-05 -0.0024667102510052856 -0.0010808844455341305 -0.00019291608200085471 0.0057127609805110759 -0.0027264482569388728 -0.00070697309500664834 0.00061113743554738948 -0.0016768256580977196 0.0032979391143043227 2.5590125774359925e-05 0.0032113719621328649 -0.0013024918785617906 -0.003328989326648363 2.7898589287959476e-05 -0.00036573907967445309 -0.0012557872987852714 1.3402360890072961e-05 -3.6155447003496394e-05 0.002799918826582851
leaf_weight=2.513202773120633 0.58356414373929399 0.87389204661621989 0.53237920542506501 0.51356780158539839 2.0196961544865419 0.51753772605624959 0.50811817243117918 0.51810600759588288 1.5268029841603481 0.54013805150969929 0.50180424300196935 0.51312814950506436 0.51895513963345763 0.50476915388810517 0.55657516123028472 0.52093098499816815 2.0128393661092998 2.0156704461987829 0.50612880615517752 0.52075661769777104 3.0322079038852783 0.51816458406770383 0.52697019586438898 0.52251128701232197 4.5151405552423967 0.49879536032676697 0.51141848978648852 1.0020097419878737 12.678681752550052 0.52153063816295553
leaf_count=161 56 110 130 472 210 38 22 85 41 85 8 35 295 20 90 36 39 28 6 28 114 83 162 53 30 2 47 9 2069 69
internal_value=-1.95079e-07 0.000520249 -1.83901e-05 -6.15476e-06 -0.000323177 -0.00136916 -0.000351896 0.000311228 2.87034e-05 0.00067031 -9.17379e-06 -0.00119902 2.6347e-05 0.000389218 0.00290406 -0.000139339 -5.31749e-05 0.000158241 -2.31197e-06 1.97644e-05 0.000505217 -5.93498e-05 -2.09069e-05 -0.000130226 0.000290587 0.00145688 -2.05594e-05 2.53531e-05 7.14867e-05 0.000967269
internal_weight=43.146 1.45746 41.6885 41.1562 4.07703 1.53922 1.02169 2.5378 37.0791 2.06694 35.0122 1.01493 33.9973 6.11115 1.06134 5.0498 27.8861 4.52887 25.8733 25.3543 3.55296 21.8014 21.2952 15.7631 5.5321 1.01696 15.2406 14.7136 14.2022 1.52354
internal_count=4633 166 4467 4337 827 532 494 295 3510 126 3384 43 3341 335 110 225 3006 189 2967 2672 142 2530 2524 2409 115 85 2356 2194 2147 78
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=15 12 10 9 19 5 0 17 0 18 19 6 15 17 17 7 10 5 5 0 9 9 5 7 5 9 14 0 4 6
split_gain=4.67653e-05 0.000944873 0.000493138 0.00143529 0.00153339 0.00019966 0.000539607 0.000130659 0.000117368 0.000336129 0.000529354 0.000219003 0.000240429 0.000342447 0.000107814 0.000404182 0.00012277 0.000101297 9.16078e-05 8.73314e-05 8.45836e-05 0.00017741 6.68594e-05 6.98486e-05 4.9913e-05 0.00012258 4.31565e-05 0.00433923 0.00158353 0.0011827
threshold=37.408632939650005 102.11013250220002 61.86411003975001 186.16747084260001 14.351157895250003 20.911722254300006 86.904409066750006 167.17143786700004 86.345209775600011 13.304953393500002 14.251149826300002 16.405383309150004 40.042228346200012 192.92322630085002 189.00567661160002 23.543468673550006 61.907125369850007 23.374630421750002 20.852055640250004 87.261973998100004 202.86134752310002 196.40176798710004 23.636018850950002 23.209106085000005 21.191508333600002 200.15236065845002 273.45586700690006 87.727077254650013 280.05827244160008 13.400313096150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 18 24 -1 11 10 -10 -3 -13 14 16 -16 17 -14 26 20 21 -11 -18 -24 25 -7 -4 -28 29 -29
right_child=1 8 5 -5 -6 6 -8 -9 9 19 -12 12 13 -15 15 -17 22 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.023105832576399223 -0.075454530700475475 -0.002106566735011564 6.0981934148580922e-06 -0.05022478414869419 0.10000769605789439 -0.0019721249188599582 -0.003700601191960886 -0.019024429210523209 -0.0002062523675280266 -0.00045058043200739591 0.0043215172993660358 -0.0020320663566067666 -0.0010930021681304287 0.0025664331738060363 -0.0030129645399959723 0.00040990539950480609 0.0010564218007843892 0.0003666580501952399 0.00095805812612821662 0.001375112287350192 -0.0003889679161175252 0.00097727088939933318 -0.00083767331659777332 0.00060130576600444163 4.0873356018270244e-05 -7.3463014509610118e-05 -0.10021938990850084 0.021791882309117969 0.00054757604146670944 -0.070568297044988779
leaf_weight=0.0012757931970963279 0.0016534038131802422 0.51949941357667828 21.784436577591467 0.0019253841282989015 0.0029719832697594484 0.51520694750524754 0.5325235792694597 0.0017402268405547847 0.50619889755034797 1.5164090805701564 0.52707272237239522 0.53289280158469399 1.0499176065204663 0.55013414345104639 0.52553796029969735 1.004123316269897 1.526904334779829 0.86890121101231432 1.0096665644283636 0.5462941910233593 2.5136787138799264 2.0419674176300759 0.50767773781368664 1.0052816339448325 2.0123409928797491 1.0000970781402427 0.0043632725475070125 0.001871998422234066 0.52737874440853438 0.0053453876418174673
leaf_count=177 16 72 1513 23 10 81 130 235 15 25 31 52 15 121 79 11 30 30 33 229 31 33 56 7 293 7 31 65 1154 28
internal_value=-1.23451e-07 0.000137224 -7.90404e-05 0.0248807 0.0490301 -8.62508e-05 -0.00073345 -0.00120309 0.000145163 0.000425938 0.00210337 -0.000120369 1.59117e-05 0.000170967 -3.214e-05 -0.000766073 0.000194264 -0.000432022 2.63677e-05 0.000164054 5.50968e-05 0.000368789 0.000589588 0.000118452 -0.000285537 -0.000719013 -1.57718e-05 -0.000899743 -8.91151e-05 -0.0466125
internal_weight=43.1453 15.7441 27.4011 0.00791339 0.005988 27.3932 4.06017 0.00301602 15.7425 7.65162 1.03327 8.09087 7.57137 7.03848 6.48834 1.52966 4.95868 1.91882 23.3331 6.61835 6.07206 3.55838 3.03986 1.51296 3.52765 1.5153 22.3234 0.538959 0.534596 0.00721739
internal_count=4633 853 3780 445 422 3335 511 412 837 364 46 473 401 349 228 90 138 45 2824 318 89 58 93 63 381 88 2791 1278 1247 93
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=9 9 0 16 5 14 16 16 7 2 2 16 8 4 4 2 9 12 19 6 2 17 12 19 2 19 8 15 16 19
split_gain=5.38261e-05 0.00022229 0.000191663 0.000112777 0.00035939 0.000845301 0.00037042 0.000698462 0.000250893 5.90652e-05 0.00450195 0.000803296 0.0019153 0.000335731 0.000298559 0.000230423 0.000251234 0.000382108 0.000326797 0.000322429 0.000197412 0.000165391 8.84998e-05 5.37821e-05 0.00011882 7.92164e-05 0.000251743 6.17151e-05 0.000138752 7.06513e-05
threshold=186.70853236170004 185.62570708695003 85.732241321850012 22.674946976100003 13.153721664750002 184.93271450310002 16.564961263900003 14.824965332800002 25.764895874800001 118.20523333310003 125.02712973155002 22.634947069650003 8.0437227585500022 239.38000160390004 254.21219862280003 325.13486840910008 40.734022239000005 312.28787544445009 13.051052998800001 2.7350639043000005 203.29256851545003 174.72950843050003 119.80689146465001 14.651182102100002 156.09660346185004 14.551174033150001 8.543332867800002 46.674706678850008 22.534947303500005 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 -4 7 8 -7 22 -11 12 13 -12 -15 16 19 18 20 -16 -18 -22 -1 25 -25 27 -27 29 -29 -6
right_child=2 -3 3 -5 23 6 -8 -9 -10 10 11 -13 -14 14 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00020287332775722951 -0.0018302394744541583 0.0022757291284765963 0.097766301632702557 0.0014161053135854544 -3.2593400119010757e-05 0.055829689708501141 0.056080634679156804 -0.080108683899258681 -0.013374049882777128 0.092723667732363318 0.044928956153619415 -0.0001221681806638611 0.086864718120074055 -0.042722906029639948 0.022404434916715194 -0.029674479681785007 -0.045681755068057245 0.06787453913081741 0.042838691705513625 -0.050360745235461357 0.033007477110130079 -0.022127565438395082 -0.0010066143019993264 -0.00040762608315348471 0.0017468367421372344 -0.0025433649718715648 0.00016117818223956574 0.00038881230594728323 -0.0019520955852753681 0.00065715103599268011
leaf_weight=2.0154411052640127 0.587562288522533 0.51849476510176939 0.0012521981337971387 0.54636157460534107 32.450767856583219 0.0010169222402575603 0.0010305213756325315 0.0010382217025721729 0.0010805153018829013 0.0052914578923716196 0.00180467821790421 1.0051730677045609 0.0035685642114913199 0.0015217262103006677 0.0011466364595648379 0.0016479399145579712 0.0010620483475870593 0.0013882561101818958 0.0017967909875918897 0.0012986403404979807 0.0011483965320928657 0.0010339036311065699 0.86446578282143693 0.5070557236613229 0.51697442682052497 0.52140133918223952 1.0125035564524294 0.50148637745182501 0.51143066956319672 1.556279228703487
leaf_count=302 284 63 33 77 1566 8 36 26 290 55 196 33 12 108 193 244 143 55 60 266 60 81 151 13 27 47 28 8 49 119
internal_value=-1.2865e-07 0.000330219 -3.78951e-05 -1.02758e-05 -3.10116e-05 0.0257214 0.00406735 -0.0130266 0.0201787 7.20841e-05 0.00072284 0.000246776 0.0215386 0.00470563 -0.00132128 0.00466601 0.0110427 0.021419 0.0086258 -0.0162398 -0.0103221 0.00688627 -0.00016018 -3.47249e-05 0.000680039 -5.47485e-05 -0.000758144 -2.39391e-05 -0.000793133 -1.02833e-06
internal_weight=43.1435 4.42628 38.7172 38.1297 37.5833 0.00541838 0.00416618 0.00313566 0.00209744 3.90779 1.02788 1.02259 0.0174176 0.013849 0.0120443 0.0105226 0.00887467 0.0064294 0.00504114 0.00244528 0.00324435 0.0021823 2.87991 37.5779 1.02403 36.5539 1.5339 35.02 1.01292 34.007
internal_count=4633 2022 2611 2327 2250 393 360 324 298 1959 1506 1451 1418 1406 1210 1102 858 399 344 459 284 141 453 1857 40 1817 75 1742 57 1685
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=16 3 8 9 9 18 3 9 17 16 16 5 19 6 13 18 17 8 9 9 8 9 13 19 15 6 17 16 9 12
split_gain=5.13169e-05 0.000208863 4.55712e-05 4.42322e-05 0.000211046 0.00030826 0.000187597 8.10877e-05 0.000110997 5.0914e-05 0.00020036 0.000325451 0.000762527 0.000199998 0.000177588 0.000469709 0.000162727 0.000785246 0.00954697 0.0043903 0.00645514 0.00422367 0.000131463 0.000241036 0.000621212 0.000167632 0.000141126 0.000288089 0.000113551 0.000100502
threshold=22.704946905950003 95.002044955650021 8.8430989333000021 214.18224820805003 210.61272793875003 13.900697602550002 84.737511813600022 209.24553857890001 200.85989963400002 22.594947163200004 22.624947093000003 21.950234501100002 14.151141757350002 16.565387047600002 117.50981642375002 13.531614672700002 197.02652249450003 8.1436447804000007 205.22231928645002 202.38851837455002 8.3434888241000014 197.61184394335004 117.60660091645001 14.351157895250003 41.29990759910001 16.425383776450001 190.03457182425004 22.634947069650003 199.66502090505003 91.208648993800026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -5 9 -9 13 11 -11 -13 16 15 -12 29 -18 19 20 21 -19 23 -16 -25 -24 -27 -28 -23 -1
right_child=1 -3 -4 6 5 -7 -8 8 -10 10 14 12 -14 -15 22 -17 17 18 -20 -21 -22 28 25 24 -26 26 27 -29 -30 -31
leaf_value=-0.00028593251221956686 0.0020423926252649649 -0.00039878141214507064 -0.00093975312476249004 4.4776633537196133e-05 0.00031997262543662607 -0.0031447731155002552 0.0020864956863725975 0.0019127167607106582 -0.00017821799879383371 -0.00025870235210231814 -0.0033435786057912763 0.00054274284469231471 -0.004852445551610407 0.0020221830815481275 -0.00010966602644748192 0.00034690214382823367 -7.5588542160965614e-06 -0.10022970484751884 0.00024618742849486923 -0.089508379550160708 0.012430197540748578 -0.01130394606369356 0.001019274053112461 0.0043656088981351869 0.00039831637762819733 -3.6183591731104012e-05 0.00028059519549970303 -0.0030732656077060213 0.016873739678137805 0.00032286623157283393
leaf_weight=3.5300410765225605 0.58634868953640651 0.87126251001984656 0.5322969566759842 3.517688966158981 0.5010571554303147 0.52673645610678332 0.51604067912761653 0.51324094824454281 0.5024018330290545 3.5211411675418258 0.52377430086914145 0.50338565677520819 0.54621895088702455 0.51390514463974568 2.0108751014935304 1.0097186035854973 4.0466290622013199 0.012986734566255265 0.51323044808453488 0.01515512469359237 0.020620673637428755 0.0028377111593727014 1.0142446444970117 0.53364330658223513 1.5157202693784197 2.5184976937255681 0.50271078216519505 0.52212050495199946 0.0028832259770297242 11.695414929874952
leaf_count=138 65 101 130 318 2 164 67 41 35 44 60 4 126 442 38 25 738 21 62 21 30 5 17 38 51 60 8 40 39 1703
internal_value=-1.64655e-08 0.000583222 -2.04106e-05 -8.51929e-06 -4.26954e-05 -0.00145568 0.000305977 -2.45705e-06 0.000878407 -2.79631e-05 -0.000169625 -0.000719405 -0.00226494 7.45024e-05 7.79201e-05 -0.000913605 2.40521e-05 -0.000496173 -0.00397898 -0.0437798 -0.0261583 -0.0686928 0.000254357 0.00066816 0.00143138 -0.000114291 -0.000438764 -0.0014281 0.00289699 0.000181715
internal_weight=43.1428 1.45761 41.6852 41.1529 37.1192 1.02779 4.03373 36.0914 1.01564 35.0758 14.7221 4.57075 1.0496 20.3537 10.1513 1.53349 19.8398 4.61434 0.567714 0.0544835 0.0393283 0.0187077 8.61781 4.06024 2.04936 4.55757 3.54333 1.02483 0.00572094 15.2255
internal_count=4633 166 4467 4337 3952 166 385 3786 76 3710 511 174 130 3199 337 85 2757 916 178 116 95 65 252 127 89 125 108 48 44 1841
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=15 16 19 16 16 18 10 17 15 15 6 6 6 17 17 15 0 5 18 17 0 16 16 18 19 18 6 7 9 7
split_gain=5.82767e-05 0.00019661 0.000103277 6.43304e-05 0.000169748 0.000237055 0.000122613 0.00770005 0.00553231 0.00128885 0.000702383 0.000435267 0.000113322 0.0003707 0.000129892 0.00022329 0.000821463 7.49559e-05 0.000421203 0.000893437 8.80343e-05 0.000161734 0.000114381 7.62858e-05 0.000330188 0.00010814 0.000325973 7.29293e-05 9.1192e-05 0.000423947
threshold=46.723315192750007 22.584947186600004 14.651182102100002 22.624947093000003 22.614947116400003 13.531614672700002 61.993156030000002 191.06791329340004 36.548474543700003 35.929665612950011 16.455384477450004 16.575387281250006 16.545386580300001 187.96055726210002 188.13858192940003 37.050691080100002 86.208098410950015 24.148799123900002 12.783127173500002 181.31611693365002 86.345209775600011 22.584947186600004 22.594947163200004 13.781134552700001 14.351157895250003 13.405741979600002 16.455384477450004 23.695207782600004 198.73585755510001 24.355397875400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 9 10 -1 -12 14 -14 -5 -16 -17 18 19 -8 21 -20 23 25 27 -22 -27 -25 29 -29
right_child=1 -3 -4 12 5 -7 17 -9 -10 -11 11 -13 13 -15 15 16 -18 -19 20 -21 22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.059402130350290454 0.0002136130769981559 -0.0021748252469409165 0.0014038662639299926 -0.00014049676062899825 -0.0020256412847576874 0.00013627480679599029 -0.022163090953937255 -0.00085887161213193161 0.096328407958829743 -0.10017221193854574 -0.064790998772737626 0.018281957040184021 0.0002195150555089569 -0.0026110325224883296 8.7953360253606138e-05 0.00042269081797614264 0.0047679776662330623 0.0011600963425337388 -0.0022084858064987073 0.1000106700512426 -8.3257889362975683e-06 0.00029247886635748563 -0.0008732424444760226 0.0011493519861395802 -0.0025341188874809708 0.0030241881843364009 0.00024238478435308549 -0.0030922602507931071 5.7160956118692481e-05 6.8457269387947278e-05
leaf_weight=0.0016171894200187739 1.0035044811961482 0.52493602986482879 0.53392815450240405 3.0313170114568475 1.0260666701368557 1.0029604770579679 0.0011427256953976386 0.51487374231011085 0.014083399630180793 0.0015024782624095678 0.0013165173380071951 0.0012107857520991942 2.3795954609296355 0.57435733293277724 3.0166026655642781 2.0280654925099957 0.5538807475491011 0.51147813312680313 0.52225690318987605 0.0012569548416649923 4.0232080911098347 0.51214273347788009 1.5096409555161034 0.52742977771706634 0.53386568780410826 0.53271046247965381 2.0130574760987656 0.53657852569807296 13.674229299924898 2.0292318588356673
leaf_count=51 29 149 70 57 37 36 81 35 9 3 114 337 74 61 54 63 84 95 92 6 116 26 25 311 103 173 23 158 1191 970
internal_value=-2.4264e-07 -0.000606685 2.20337e-05 4.07179e-06 -7.43597e-05 -0.000956993 -9.14839e-06 0.00149048 0.0627979 -0.0208262 0.00793862 -0.0249922 0.000203755 -0.000330848 0.000386746 0.00067222 0.00135484 -3.89204e-05 -6.21356e-05 0.0418316 -6.59415e-05 -0.00097023 -2.90858e-05 2.43015e-05 -8.58529e-05 0.000314426 0.000824486 -7.90163e-06 -4.54859e-05 -0.000592532
internal_weight=43.138 1.52844 41.6096 41.0757 29.4919 2.02903 27.4628 0.534604 0.0197304 0.00564697 0.00414449 0.0025273 11.5838 2.95395 8.62987 5.59855 2.58195 26.9282 26.4168 0.00239968 26.4144 1.0344 25.38 23.8703 17.3013 6.56898 2.54577 16.7675 16.24 2.56581
internal_count=4633 178 4455 4385 3992 73 3919 549 514 505 502 451 393 135 258 201 147 3370 3275 87 3188 118 3070 3045 2733 312 196 2630 2319 1128
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=16 3 7 9 18 15 17 18 14 18 7 7 17 6 18 13 3 18 17 2 13 6 18 19 7 6 6 7 5 5
split_gain=5.57486e-05 0.00021137 3.95501e-05 0.000453755 0.000311415 0.000208185 0.000541826 0.000655791 0.000161107 0.000160756 0.00013883 0.000103643 7.58703e-05 5.61067e-05 0.000145015 6.0855e-05 0.000216152 0.000101943 0.000273724 9.91453e-05 9.30748e-05 0.000109389 0.000335815 0.000222876 0.000135132 8.34774e-05 0.000181544 0.00269054 0.00689452 0.00684302
threshold=22.704946905950003 95.002044955650021 23.109894804950002 195.34352961910002 13.063922652800002 41.831907381600011 188.13858192940003 13.328768336950002 144.12207640715005 13.063922652800002 23.156313609200001 23.050081659550006 184.16216363550004 16.525386113000007 13.679220276500002 117.55283175385001 93.077108934250006 13.602243858600003 201.23649604560003 200.24623605120004 117.49368567500001 16.245379570700006 13.758874730250001 14.351157895250003 24.545313225450005 15.785368822600002 14.815346158200002 24.385896469550001 19.897785533950003 17.886193876600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 9 -8 -4 12 -10 -7 -1 15 -15 16 20 19 -19 -17 21 25 -23 24 -24 26 -12 28 29 -28
right_child=1 -3 8 4 -6 11 7 -9 10 -11 13 -13 -14 14 -16 17 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010819665318916427 0.002075329714368585 -0.00038014520945059047 -0.039471009734189523 -0.00039245765322635026 -0.0038412773149219086 -0.0022157975618519697 0.004755837289341449 -0.00021571183138847962 0.0016442256626942456 -0.001816976134642949 -2.7050785028630711e-05 -0.00020690645443369887 0.00022181130338033312 -0.0013775316382003016 0.00016543995258963865 0.00041802176794565095 -0.0020636694545716886 0.0028241163160035356 -0.00044020088601460188 -0.00036521560790935172 -0.00075655612950716467 0.0029556173432236711 0.0020008292127928038 -0.0016899881168451108 -0.00030216542701421638 -0.00090020237604005902 0.061927184841578858 -0.00024268728774055868 0.077861508093940199 -0.038401447142447531
leaf_weight=0.51110763326996655 0.58656855433764465 0.87132321088017761 0.0010327510972264467 0.51085725122284176 0.53706829735596284 0.52309767316315758 0.5487329747872185 0.51372887302928705 0.52215558462104539 0.5166195210247525 17.193186421905352 0.50451258118080688 3.5221879804549592 1.0142764054430693 1.5248353933711767 4.5267941281208532 0.51853132971446569 0.517778188912416 0.50979859046128695 2.5135597698113088 1.5098807361302977 0.51646030247502439 0.51598095539884503 0.51419714387156989 0.50331517669837922 1.0171910714161629 0.010443891733301736 0.52643674207334001 0.016049376590508757 0.019475512533972505
leaf_count=567 65 101 5 63 88 114 117 120 33 324 2272 9 51 25 46 36 36 34 47 42 40 75 32 23 9 54 12 118 28 47
internal_value=-4.80884e-08 0.000607791 -2.13096e-05 -0.00022614 -0.00216 7.90628e-05 0.00031866 0.00235196 2.50173e-05 -0.00015614 2.62174e-05 -0.00122952 5.65939e-05 9.73931e-07 -0.000450917 3.80718e-05 -4.52573e-05 0.000274192 0.00120463 0.000138389 1.58633e-06 5.65337e-05 0.000750152 7.3807e-06 0.00086364 -1.91678e-05 3.12769e-05 0.00178325 0.0249844 -0.00337998
internal_weight=43.1372 1.45789 41.6793 7.68791 1.04793 6.63999 5.61238 1.06246 33.9914 4.54992 33.9903 1.02761 4.0333 33.4682 2.53911 30.9291 22.8611 8.06793 1.02758 7.04035 22.3426 20.8327 2.04995 1.53349 1.0193 18.7828 17.7656 0.572406 0.0459688 0.0299194
internal_count=4633 166 4467 1453 151 1302 1179 237 3014 942 3009 123 618 2976 71 2905 2746 159 81 78 2710 2670 139 64 41 2531 2477 205 87 59
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=16 15 3 19 7 16 18 16 16 5 7 19 5 6 13 5 7 3 5 8 5 14 12 9 7 4 9 5 5 9
split_gain=4.51698e-05 0.000225068 4.06031e-05 7.69604e-05 7.05787e-05 6.2726e-05 0.000171454 5.00903e-05 8.77081e-05 0.000166015 0.000695759 0.000135227 0.000157183 0.000109104 0.000104135 0.000100988 0.000466225 0.000116996 5.78714e-05 7.70872e-05 0.000114166 4.37287e-05 0.000155634 0.000303318 0.000159487 0.000153302 0.000253403 8.79439e-05 0.00027306 0.000160193
threshold=22.704946905950003 42.80317728375001 93.883646373400012 14.351157895250003 22.343045670750005 22.664946999500003 13.531614672700002 22.634947069650003 22.594947163200004 22.665750084250003 23.567644028800004 14.351157895250003 21.438877744300004 16.565387047600002 117.61735474900001 24.225659292200003 22.398098708400003 93.292185584700022 24.082771358500001 8.543332867800002 21.612734424500001 227.64501646235001 144.66294237600002 203.80256579455002 23.365573965200003 240.79927845295001 203.09362050815002 20.201591378100002 18.128874633450007 190.07378137140003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 13 11 -11 -10 -13 14 15 16 -6 21 19 20 -9 22 27 24 -24 26 -23 28 -18 -29
right_child=1 -3 3 -5 5 6 -8 18 9 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 25 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011600192908334218 -0.00099060936940304628 0.0015517178295813025 0.00023859012952831765 -0.0014914347343057768 -0.062188123684017715 -0.0013909057985989444 0.00085270516029716144 -0.00020960529704395697 -0.0009529117148922967 -0.0040847033216933988 0.0010793388373961858 -0.00020951622072548881 0.001225683053187058 0.0014698480859575698 0.0014235786526530219 0.0013773447568121012 -7.0324893739914625e-06 -0.0010888705667642742 -0.00024481003139727224 0.001234144919001193 0.0010830291404133041 -0.0028894924157259446 0.0016457793670534957 0.0030017888342972476 -0.00052191186401741166 -2.2140848517991396e-05 0.00026066662670053202 -3.9913719607245186e-05 -0.0023068916230555197 0.0021316848765821606
leaf_weight=0.51488614965384627 0.57560871605619357 0.88146734206065958 0.50663075722910322 0.52214710691273269 0.0012072124044405488 1.0247592430897174 0.51017788871286018 2.0148662199790119 1.5194926442040912 0.5260381307771238 0.51764143709533528 3.013561652376552 1.0218525891323222 0.5240220709335216 0.51256686571764376 0.50966796057397346 11.117652596085325 1.0229149231038253 1.5096358609803244 1.0169996552490372 1.0338516943520515 0.5147525899256773 0.51070062512190029 0.52032460874761444 1.011992084436059 7.6156647331470273 0.50673508090895436 1.0027865789083978 0.54138357194597198 0.51370781815785438
leaf_count=289 110 56 711 142 13 32 35 24 27 42 42 49 37 55 19 26 623 39 25 25 36 70 24 24 32 1684 34 11 211 86
internal_value=9.29218e-08 0.000547387 -1.90404e-05 -0.000639469 -3.33841e-06 -1.8263e-05 -0.000645181 6.66654e-06 -4.01393e-05 -0.00036627 -0.00152346 -0.000148853 0.000153907 4.12955e-05 1.23945e-05 -1.60947e-05 -4.46395e-05 -4.16241e-05 0.000283913 0.000480233 0.00022874 3.28109e-06 0.000105278 0.000917386 0.000205117 -0.000176436 -0.00132678 -2.06489e-05 -0.000113826 0.000695709
internal_weight=43.1357 1.45708 41.6786 1.02878 40.6498 40.135 1.53494 38.6 33.0247 6.59859 1.04368 5.55491 4.03541 26.4261 25.9021 25.3895 24.8798 24.8786 5.57535 4.06572 3.04872 23.8557 15.2185 2.04302 1.52269 8.63715 1.02149 13.1755 11.659 1.51649
internal_count=4633 166 4467 853 3614 3325 67 3258 3148 197 84 113 86 2951 2896 2877 2851 2838 110 85 60 2799 1011 80 56 1788 104 931 834 97
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=15 13 7 19 16 3 17 2 8 13 10 10 5 5 13 0 7 7 6 10 2 2 13 15 15 16 3 8 9 0
split_gain=5.5476e-05 0.000194376 9.03626e-05 7.98403e-05 4.34897e-05 0.00022644 8.6725e-05 8.40647e-05 7.76932e-05 6.53907e-05 0.00025631 7.12325e-05 0.000445121 0.000119454 9.00656e-05 6.74861e-05 0.000541163 0.0015011 0.000298011 0.000226268 0.000176821 0.000119522 9.90589e-05 8.6767e-05 0.00018504 0.000138247 0.000109969 7.31848e-05 7.20046e-05 0.000195543
threshold=46.723315192750007 117.61735474900001 23.623818563000004 14.651182102100002 22.704946905950003 95.346167596350014 162.04221493815001 35.561888367500011 8.8430989333000021 117.71413924170001 61.923256118600001 61.987779113750001 23.499898996300001 24.225659292200003 117.60122400020002 86.264556031700025 22.398098708400003 22.126303133300002 16.425383776450001 67.606656606400023 223.87650328090004 163.12111328040001 117.55283175385001 42.33967733730001 40.856592954650004 22.644947046300004 93.14163192940002 8.7431769115000026 197.61184394335004 85.662341410450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 -8 9 10 -9 12 -12 14 15 18 17 19 -13 -17 -21 28 23 24 25 26 27 -18 29 -20
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 11 13 -14 -15 -16 16 22 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.028848766550692951 -0.0021782647319509066 -0.00073400812378163552 0.0011525690266834005 0.0012375417465458629 0.0020733279328764183 -0.00048202523718719428 0.02558150428995204 0.0022079666588820687 -0.0012209701376851864 -0.0011224623575982716 2.1447105943328132e-05 -0.0026264442749423145 -0.0031594593787088419 0.0015471224539726888 0.00093616242081104436 -0.04828680360577086 -6.0472365282239081e-05 0.095087365562854187 -0.00046569298673536705 -0.017831292683918403 0.036161974031664018 -0.00098800517915528427 0.00081164888493910213 -0.0013051842976555409 0.0018861500286393919 -0.0016518456274605511 0.0014431793372158247 0.00080764496771007521 -0.00014480926669215249 0.0022986321383636015
leaf_weight=0.0010430059952700734 0.51296279344135864 0.50744381850400155 0.50810231556260987 0.53329905718464843 0.57997119264837127 0.86246200481389224 0.0012832545544644294 0.52687555254261909 0.52592943124169167 0.50987326882213224 3.0371742916863727 0.52449058417649297 0.51443722047259743 0.51198576051347444 1.0147036280832242 0.0010697784290812631 24.318213040176087 0.0022215848257114701 0.50223041663412071 0.0013264558170322793 0.0011175337710751521 1.0164236896980581 1.5248502399645065 0.5126740039804315 0.51458617087108649 0.51440565074881206 0.52006813621846859 1.0114914348378068 1.5011376962283973 0.52172754803905264
leaf_count=380 112 41 25 70 56 61 10 285 101 84 54 92 117 88 15 46 2545 34 8 95 34 29 44 60 29 27 11 23 9 48
internal_value=1.10839e-07 -0.000591566 0.000209892 2.18471e-05 6.06263e-06 0.000545427 -1.35682e-05 -1.28093e-05 -1.36381e-05 2.60028e-06 1.7464e-05 -1.28547e-05 -0.000439295 3.10266e-05 8.19843e-06 -2.03455e-05 3.32834e-05 0.0307476 -0.000401814 -0.00993133 0.00685756 -7.2352e-05 2.71914e-05 -1.64784e-05 8.10177e-06 -2.85547e-05 3.74849e-06 -2.58058e-05 0.000296225 0.000942787
internal_weight=43.1356 1.52851 1.01555 41.6071 41.0738 1.44243 39.6313 39.6303 39.629 39.1031 38.5932 38.0663 3.55161 34.5147 34.0027 32.988 28.922 0.00573535 4.06601 0.00351377 0.00244399 3.54152 28.9163 27.3914 26.8788 26.3642 25.8498 25.3297 2.5251 1.02396
internal_count=4633 178 66 4455 4385 117 4268 3888 3878 3777 3693 3408 171 3237 3149 3134 2948 209 186 175 129 94 2739 2695 2635 2606 2579 2568 65 56
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=6 4 9 7 15 4 15 8 9 16 3 9 10 13 0 15 0 17 9 16 15 19 4 4 5 17 10 0 2 15
split_gain=4.90845e-05 0.000486848 0.00135955 0.00230618 0.000155689 0.000266623 0.000176472 0.000198647 0.00033603 0.00013653 0.000132163 0.000158484 0.000106852 0.000238327 0.000167377 0.00014232 0.000126452 0.00014814 0.000145387 0.000746423 0.000101121 6.57166e-05 0.000279248 6.29777e-05 0.000221788 0.00626927 0.000125828 0.000184603 6.05183e-05 5.93308e-05
threshold=16.465384711100004 157.77812180380002 200.15236065845002 22.343045670750005 42.968808980200009 280.97264888340004 44.732387748900003 8.4434108459500017 206.57490536735003 22.684946952700002 92.695347879750017 201.81004550795004 62.041548276350007 117.57433941890001 86.393602021950016 42.33967733730001 86.103248543850015 186.34046889365004 206.22988073345002 22.624947093000003 40.856592954650004 14.551174033150001 143.58239362595003 240.27283890470002 21.757682542950004 185.31329674715002 62.041548276350007 86.103248543850015 103.92649527695001 41.29990759910001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 9 -6 -8 -9 10 11 -3 13 -1 -14 20 17 -15 19 -18 21 22 -16 24 28 -26 27 29 -12 -25
right_child=1 4 -4 -5 6 -7 7 8 -10 -11 23 -13 14 16 15 -17 18 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0025293832900404253 -0.020097046997252024 -0.0024597130914055377 -0.03220439626962858 0.088958379284177783 0.0016077975899420852 -0.002587980236689416 0.00057937715210603453 -0.0029222921419492847 0.00069997222903076157 -0.0017707253832089801 0.00024692973257392926 1.7911149451136222e-05 -0.0017538402093104023 0.00024806284881488319 0.030068724479071114 -0.0016108417458174128 -0.0011147957518097705 -0.0018336622741607893 6.0160663403807237e-05 0.0042337322817473586 0.0014531301159967074 0.0011518116297565362 5.8277546366079771e-06 -7.2356560765779199e-05 -0.00058031801667111167 0.046204748004740628 -0.0018776713445908168 0.0014925531787020896 -0.00041777078430818625 -0.0016099181525223299
leaf_weight=0.52177527293666326 0.0033421741891167533 0.51985108880376596 0.0034207296873991497 0.0046189718705136329 0.88562895250743201 0.51705160475219969 2.0192090940580556 0.51765438903937455 0.50687814209913995 0.56146583143618123 3.017422139481873 0.51289706935949653 0.53742630402407598 1.0017586959884281 0.0030902192229537153 0.51673955425986307 0.51469780411571286 0.51891917974226309 1.5019003509769389 0.52920548003748991 0.51469553992260131 0.51569477571336975 22.326979252849945 0.50079442606029656 0.50392468550850189 0.030367973089596489 0.50543147501272745 0.51060858031269152 2.5083870146409026 0.50307546849944629
leaf_count=101 39 19 38 7 41 158 78 49 22 58 38 37 234 18 15 83 26 54 20 30 31 30 2935 49 346 25 16 9 20 7
internal_value=1.44425e-07 -0.000152674 0.0205209 0.0431757 -0.000169338 -0.000375519 0.000365417 3.92507e-06 -0.00113021 -0.000257271 -0.000164023 -0.00122924 7.46073e-05 0.000517371 -8.60171e-06 3.068e-05 0.000259208 -0.000462309 0.000690189 0.00159663 6.69909e-05 3.57624e-05 9.98811e-06 -2.78714e-05 0.000133309 0.00207884 -0.000511444 -5.54882e-05 -5.48046e-05 -0.000842884
internal_weight=43.1349 14.132 0.0113819 0.00796115 14.1206 10.1913 3.92937 3.04374 1.02453 9.67423 9.11276 1.03275 29.0029 4.58826 24.4146 23.8772 4.06648 1.52068 2.5458 1.0439 23.3605 22.8458 22.3301 8.08001 6.0601 0.534293 2.01991 1.51448 5.52581 1.00387
internal_count=4633 1056 84 46 972 782 190 149 71 624 566 56 3577 249 3328 3094 148 72 76 56 3011 2980 2950 510 429 371 81 65 58 56
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=5 5 5 5 8 8 8 5 9 5 5 6 16 14 14 19 5 5 5 5 6 6 18 10 5 3 0 15 16 6
split_gain=5.36373e-05 0.000780576 0.00168578 0.00122544 0.000359671 0.00199999 0.00082978 0.000115897 0.000190551 8.6484e-05 7.65388e-05 6.99685e-05 0.0003493 0.000130662 0.00014238 4.56355e-05 0.000440333 0.000265612 0.000178415 0.000134161 9.47671e-05 0.00038667 0.000574196 0.000151865 0.000138054 0.000118195 0.000119454 7.97403e-05 0.000320315 0.000119578
threshold=25.546339592900001 25.704065249550002 26.055450243300005 26.429611911700004 9.3427090425500019 8.3434888241000014 8.0437227585500022 24.453399453300005 192.57902085675002 30.359384049000003 30.922794813800003 16.695390085100005 22.704946905950003 129.42733769190002 142.92771580715001 14.451165964200003 22.825270530250005 21.701709660250007 21.438877744300004 20.452758643300005 16.465384711100004 16.505385645700006 13.063922652800002 61.93938686740001 23.435546682850003 93.14163192940002 86.103248543850015 39.203018015350004 22.594947163200004 16.395383075500003
decision_type=2 2 2 2 2 2 2 2 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 10 11 -9 -6 -5 12 13 -1 -15 20 17 18 19 -17 23 22 -22 -16 27 -23 -27 -25 29 -29
right_child=1 2 3 4 9 -7 -8 8 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 21 25 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.031556292742705855 0.00021725282430747018 0.068310632894094697 -0.058182906547352323 0.015768935505677827 0.019220671352538451 -0.10005559154758477 0.096802068214574488 0.00031341997033748788 -0.0024204481815570736 0.041421858530879291 -0.017094345573346884 -0.0008712518623532052 0.0024704351660519638 0.03411462874672392 0.0017347893396179746 0.0014122103826693846 0.0029791200031502383 -0.0021551597308162355 0.0019735064149360953 -0.0003430990157928452 0.00025445918590517885 -0.0005673447425917831 -0.0044576324602253912 -7.8790623249157042e-06 -0.0016045226068015809 -0.00012458032697249371 0.00096036696878427279 0.001320380272589728 0.0027897553343625525 -0.00044151483986900274
leaf_weight=0.0013122920936429186 0.50280447324599187 0.0053572325106454729 0.0026842689613542628 0.0017934331766230431 0.0032362097649638599 0.0015415525847973927 0.0013735341071456908 0.50553858668033747 0.51434086004616741 0.0038325855930452235 0.0011717103129255564 0.87466432890360479 0.57943068863460112 0.0012232543122071551 0.52541308996639813 0.52590207231662933 0.53913910495832684 0.52763640913485677 0.51340876222093346 2.5310702999950081 0.50825392211427967 3.0171419150046859 0.52647657125521619 23.316358614345408 0.51429417623395934 3.0212206080296937 1.5280695946094054 0.51831688762826988 0.52214689602335784 1.4999346108525058
leaf_count=8 33 32 52 293 34 29 11 86 66 13 126 121 45 7 38 80 78 63 21 72 15 38 44 2957 59 47 26 83 47 9
internal_value=2.29402e-07 0.001006 0.0198996 0.00331007 0.0160573 -0.00221575 0.0325472 -1.2134e-05 -0.00106531 0.0312578 0.00278263 1.36914e-05 3.27015e-05 -2.49013e-06 -1.45844e-06 -2.49826e-06 0.000292531 -6.09194e-05 0.000248571 -4.11268e-05 -4.10388e-05 -0.000329972 -0.00214308 5.13587e-05 1.78183e-05 -8.2025e-05 0.000239845 5.00868e-05 0.000582111 1.09659e-05
internal_weight=43.1351 0.523795 0.0209905 0.0156333 0.012949 0.00588023 0.00433868 42.6113 1.01988 0.0070688 0.00296514 41.5914 40.7167 40.1373 40.136 40.1348 4.63716 4.09802 3.57038 3.05697 35.4976 8.60116 1.03473 26.8965 26.3711 7.56643 4.54929 25.8568 2.5404 2.01825
internal_count=4633 623 590 558 506 459 430 4010 152 47 419 3858 3737 3692 3684 3677 314 236 173 152 3363 170 59 3193 3155 111 73 3096 139 92
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=8 19 3 16 18 9 6 4 18 2 7 17 9 13 5 9 4 2 18 0 2 0 13 14 2 10 3 17 5 17
split_gain=4.95263e-05 4.54229e-05 0.000188472 0.00019505 0.000343068 0.000177254 0.000336484 6.99278e-05 5.98397e-05 0.000212883 5.50412e-05 0.000346692 0.000828415 0.000171464 9.37673e-05 8.64267e-05 0.000296711 0.000573767 0.000151314 0.00383775 0.00194363 0.00100722 0.00162621 0.000158957 5.23633e-05 4.90915e-05 0.000185482 0.00031492 0.000192559 0.000148405
threshold=8.8430989333000021 14.451165964200003 94.109476856350014 22.534947303500005 13.602243858600003 192.20980299475005 16.385382841850003 278.29044475435006 13.480563334700001 97.889449657450015 23.276000438150003 190.37043331840002 189.34276022045003 117.69263157665002 24.393336510100003 191.96565807215003 248.32992249220004 148.55984234940004 13.075178189100003 86.692020874450009 116.60185998990001 85.769879735700016 117.61735474900001 195.37489133290003 86.916594916350007 62.111448187750007 92.122706297950018 196.58703564235003 21.100330328400002 193.82504409230003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 6 -5 8 9 -7 11 15 -13 14 25 18 17 -17 23 20 -20 22 -22 24 -1 29 28 -28 -27 -12
right_child=-2 2 -4 4 -6 7 -8 -9 -10 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00011647453555696222 -0.0009502725609844883 -0.0013575949516040071 -0.0014751869405811341 -0.00036127915348462003 0.003035144184634994 -0.00062448317951940412 0.0032487787393574879 -0.00070671478371549734 -0.00023681121914870138 0.0022534426438690215 0.00012103295823890071 0.00092963858356067514 -0.0046902119839303032 0.0018530169609077144 0.0013502703626055179 0.0040249736778393361 -0.00023940884935761688 -0.00066988024240558451 -0.013020876761882481 -0.00031285215176401517 0.056733076438160029 -0.10017651807404791 -0.10011653263518426 0.0015306100165390546 -0.0010179535323052119 2.6514486554204987e-05 0.0031268754154937573 8.8111718717569113e-05 -0.0019273444165194571 -0.00085709352088081826
leaf_weight=2.5021432420999123 0.54128778140513745 0.52773010504668594 0.55541861608179477 0.50367187544964742 0.54212774555322951 0.50250554463127695 0.52973839394056199 1.0098518643430088 1.0071715627273077 0.52615336104551247 4.0199694414769596 0.51169444282346976 0.53817423813691145 0.51273725359351274 0.51017834374633508 0.54125833499165377 2.513557210321022 0.50149908009916544 0.0084803751600684291 0.51097419751245943 0.0012340836907280411 0.0066096839919111972 0.0014234554800225396 0.51949805567177731 0.86781853796577824 18.256632309011053 0.51666654917607857 1.0032917174848988 0.51873367904948153 2.5257650275792107
leaf_count=88 204 57 70 15 124 8 78 21 13 39 29 87 69 15 40 55 45 6 23 271 92 18 8 361 190 2356 75 8 100 68
internal_value=2.484e-07 1.23281e-05 0.000274938 0.000463724 0.000671713 0.000357604 0.00148928 -2.63772e-05 0.000311097 0.00084756 -2.82816e-05 -0.000242923 -0.00195116 4.12347e-05 7.27028e-06 -1.80277e-05 0.000348911 0.00176705 -0.000313387 -0.00190065 -0.0476152 -0.0792722 -0.0272801 -9.76192e-05 -0.00034862 -1.82566e-05 5.85475e-05 0.00112105 -2.74675e-05 -0.000256391
internal_weight=43.134 42.5927 5.70437 5.14895 4.62122 4.07909 1.03341 3.04568 2.03583 1.02866 36.8883 9.02436 1.04987 27.864 27.3512 7.9745 3.55631 1.04276 4.41818 0.528722 0.0177476 0.00926722 0.00265754 3.88946 3.36996 26.8411 20.2953 1.51996 18.7754 6.54573
internal_count=4633 4429 425 355 298 174 93 81 60 47 4004 1313 156 2691 2676 1157 106 61 1051 412 141 118 100 639 278 2636 2539 83 2456 97
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=15 16 15 19 16 10 10 6 14 6 0 7 4 9 9 19 5 14 17 17 19 19 5 6 15 6 6 18 18 4
split_gain=5.36968e-05 0.000189392 8.52843e-05 0.000291947 0.000168683 0.000160651 0.000300052 9.77591e-05 0.000165282 0.000108699 0.000310826 0.000975561 0.000172925 9.70785e-05 0.000245258 9.24163e-05 8.88757e-05 0.00623843 0.00549366 0.00290224 0.000268294 6.9882e-05 0.00021943 8.90939e-05 0.000323851 0.000177775 7.03897e-05 6.6862e-05 0.000329258 0.000155402
threshold=46.723315192750007 22.584947186600004 42.80317728375001 14.451165964200003 22.684946952700002 61.917879202350001 61.987779113750001 16.455384477450004 274.15552132740009 16.245379570700006 86.538778761000017 22.870118039000001 143.58239362595003 197.61184394335004 190.36745536595001 14.251149826300002 20.852055640250004 278.93283044720005 190.03457182425004 185.88129754265003 13.651101412550002 14.351157895250003 19.327153142150006 14.995350363950001 35.645792850250011 14.745344522600002 14.515339148550002 14.598777227650002 14.414681958350002 169.30632827135003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 -7 9 -9 12 13 -12 -1 14 -11 -8 21 18 19 20 -18 23 -23 25 -25 26 27 28 -14 -29
right_child=1 -3 3 -5 -6 6 15 8 -10 10 11 -13 16 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.025414699340046074 0.0002229223507540306 -0.0021217564404237702 0.001331084112954442 0.002621108434321211 -0.0017188435776290868 -0.0024106150517383814 0.0014419742611130072 -0.0001703692300607376 -0.001986027867964018 -4.40972511923498e-05 -0.00018860921913476953 0.0050181392872367418 1.6265595999733867e-05 -0.00029073375588679114 0.0024610019982671608 -6.4201356290104778e-05 -0.036867663773462379 0.0010419303142371673 -0.089610629648419926 0.044572286007381723 -0.10009837142241303 -0.00066366654899293991 0.0022732288555023898 -0.0026853858719728969 0.00086603886193159323 0.0017901775513280171 -0.0011911807775038313 0.0012916925857133401 -0.0027204120835679262 5.3830679614328477e-06
leaf_weight=0.0026732949481907955 1.0034897602762096 0.5246027800474159 0.87288398166856307 0.53723918937258819 0.5807999381127037 0.51395262701908029 0.51039238007439802 9.6156537674989035 0.52894957678192511 1.5141837897881516 1.0007192702905738 0.56190662688095461 3.0139484835141164 3.0131771227170248 0.52678199485490029 2.0183747913836143 0.0010809055317692051 0.51355997945591114 0.014572101979752006 0.0066165681582788238 0.0017697473694120447 0.50313123683056804 0.5146049473551102 0.5209011930219265 0.50637375006044749 0.55157116408465512 0.51008197071621708 1.0218682448412266 0.51470997526087447 11.611620904223965
leaf_count=13 29 149 21 98 129 19 32 612 161 70 8 151 251 25 42 66 128 191 23 17 5 22 25 74 9 110 168 70 54 1861
internal_value=1.73707e-07 -0.000582019 2.15573e-05 0.000435114 -2.80104e-05 0.000135185 -0.00020789 -1.15713e-06 -0.000265039 0.000100144 0.000451064 0.00168369 -1.70722e-05 6.9964e-05 0.00060248 0.000239797 -2.05048e-05 -0.0012887 -0.0510788 0.00823011 -0.0761227 1.48779e-05 0.000821336 -3.00927e-05 -0.000934785 2.38656e-05 -3.45697e-05 1.9333e-06 -0.000382922 0.000109427
internal_weight=43.1322 1.52809 41.6041 4.45284 37.1513 3.9156 3.04272 36.5705 10.1446 26.4259 6.61677 1.56263 19.8091 5.05414 2.04097 2.52877 19.8064 0.537599 0.0240393 0.00946722 0.00285065 19.2688 1.01774 18.2511 1.02727 17.2238 16.6722 16.1621 3.52866 12.6335
internal_count=4633 178 4455 236 4219 138 117 4090 773 3317 296 159 3021 137 112 98 3008 364 173 150 133 2644 47 2597 83 2514 2404 2236 305 1931
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=6 4 9 7 10 13 0 9 14 17 14 4 15 15 8 9 2 16 3 15 15 15 5 5 2 6 6 0 12 2
split_gain=4.95648e-05 0.000404127 0.00117002 0.00207006 0.000116589 0.00017832 0.000177776 0.000135499 0.000495572 0.000127954 0.000124563 0.000332578 9.68413e-05 0.000173341 0.000153777 0.000287362 0.000147604 9.80925e-05 8.92892e-05 9.74518e-05 9.62058e-05 0.0001262 7.73069e-05 0.000412752 0.00011183 0.00375058 0.00291803 0.00179788 0.00247669 0.00104082
threshold=16.465384711100004 157.77812180380002 200.15236065845002 22.343045670750005 62.041548276350007 117.57433941890001 86.103248543850015 206.22988073345002 244.85040433755003 186.34046889365004 129.42733769190002 143.58239362595003 42.968808980200009 44.732387748900003 8.4434108459500017 206.57490536735003 194.59788170430002 22.684946952700002 93.216908757050007 42.33967733730001 40.856592954650004 39.864684991950007 17.352342178450005 17.640922824350003 156.09660346185004 12.145283772600001 13.915325129350002 97.886760529650019 189.97915716370002 198.08048018110003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 9 8 -8 -7 -6 -12 16 -14 -15 -16 17 -3 19 20 21 22 24 -24 -13 -26 27 -27 -29 -30
right_child=1 12 -4 -5 10 6 7 -9 -10 -11 11 18 13 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.0022795065636241423 -0.018215513378769709 -0.00016368692087804059 -0.029930239232585889 0.086966148687305622 -0.030875214798856673 0.0001189384454272778 -0.00053029172421137523 0.00021705828024058324 0.0038274703450489897 -0.0018161454330379405 0.040172334426543062 -0.00026623149453397699 0.00148522885075421 0.00040193767846665064 -0.0027584419853977585 0.00059142761428131662 -0.0019736973247528986 -0.0015243391500611219 -0.0012872666784668866 -0.0013429735201649692 0.0013973606833104647 -0.0015508459937753037 0.0029557246634832638 9.5777688159125199e-05 -2.1391321482518177e-05 0.096229157290094569 -0.032829595581666531 0.088339602575338849 -0.06706144316310704 0.029651913533059539
leaf_weight=0.52084590053117796 0.0033349071908920225 9.1119068874846292 0.0033789398854178199 0.0042629353993106633 0.0013076253453644373 1.0009048441204411 0.50993616593768842 1.5034594109529278 0.53449568718497176 0.51883947221668592 0.0020595780442737013 9.1005482222596044 0.88506952513989778 2.0166151342618548 0.51806162461966854 0.50638672991090061 0.5191099032011629 0.56254675133107035 0.53841833926882898 0.51704462430403353 0.51446030278801913 0.50364626799234358 0.5274323280009402 11.672430646588001 1.0133621812819755 0.0079552758252249278 0.004027859390134835 0.0038658052786786357 0.0023371423761773258 0.0021240728896572136
leaf_count=101 39 553 38 7 8 18 12 20 44 54 11 839 41 78 49 22 171 58 233 83 31 35 50 868 1058 32 16 10 25 29
internal_value=6.16406e-08 -0.00015351 0.0190267 0.040799 7.48927e-05 0.000537372 0.000314298 0.000824874 0.00169983 -0.000541698 -1.20383e-05 -1.0385e-05 -0.00016842 0.000253566 -0.000104897 -0.0011026 -0.000330952 -0.000242806 -1.37757e-05 1.49505e-05 4.50165e-05 1.45525e-05 4.98531e-05 0.000219421 -0.000154277 0.000831379 0.0433798 0.0622322 0.0297531 -0.0210143
internal_weight=43.1302 14.1307 0.0109768 0.00759784 28.9995 4.58848 4.06764 2.54789 1.04443 1.51974 24.411 24.4097 14.1197 3.92613 3.04106 1.02445 10.1936 9.67445 24.4077 23.8692 23.3522 22.8377 22.3341 12.1999 10.1342 1.03367 0.0203102 0.0162823 0.00832702 0.00446122
internal_count=4633 1056 84 46 3577 249 148 76 56 72 3328 3320 972 190 149 71 782 611 3309 3076 2993 2962 2927 918 2009 1170 112 96 64 54
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=3 16 7 18 9 13 7 17 18 18 17 10 17 8 5 2 16 6 18 18 16 17 2 0 2 2 6 12 5 4
split_gain=4.88086e-05 0.000250019 5.00908e-05 0.000313068 0.00624566 0.0037672 0.00150826 0.000187021 0.000187981 0.000127625 0.000120315 0.000200236 0.000127435 0.000105804 0.000101399 0.00057803 0.000132611 0.000120715 0.000114048 0.000168021 8.40936e-05 0.000146635 7.43068e-05 0.000127212 7.31795e-05 0.000185463 6.42321e-05 3.74878e-05 7.21267e-05 0.000222027
threshold=94.472418703950012 22.704946905950003 23.131311951800004 13.317304170000002 189.34276022045003 117.41840884735002 22.929105819350003 190.68993848360003 13.141419083100002 13.258241318650002 188.13858192940003 62.079186690200011 186.51219468755002 8.1436447804000007 21.950234501100002 163.12111328040001 22.644947046300004 16.405383309150004 13.278511569200001 13.378437733750003 22.604947139800004 183.93802912725002 83.274686722450014 86.135510041400025 198.08048018110003 210.71970372160004 16.515385879350003 211.51213392550002 20.911722254300006 228.08113677860004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 10 -10 12 -12 20 -14 16 -16 27 -17 -19 -20 21 -1 -22 -24 -21 -26 -27 28 -4 -30
right_child=-2 -3 14 4 5 -7 -8 -9 9 -11 11 -13 13 -15 15 17 -18 18 19 24 22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.00036474399928845851 -0.00073651678382197726 0.0020790395553081883 3.1579163834836408e-05 5.8361418064661637e-05 -0.04262075656716869 -0.082803996394853474 0.019557816190212664 0.0017313527127660482 -0.002550416907723718 -0.00031907300582941119 0.0023689162251770519 -0.00042119648783748724 -0.0001603821020056152 -0.0022022027365225651 0.0035722913492582799 -0.0013215477179372946 -0.0016295858148899199 -0.00036773686191792865 0.0016642399301053834 0.0006738095459945968 0.00014504140984082555 0.002038451157868409 -0.0020112513347970893 0.00022521014682086969 -0.0018650115359711734 0.0012526614270140812 -0.00033332104718780258 0.0003933645738400614 -3.5962453991831974e-05 -0.0017152898621825862
leaf_weight=0.50496530882577573 0.88088775532207009 0.57914044432072742 19.254193079547949 0.51181609435769482 0.0080154440706967298 0.01477233912155277 0.00760023656039266 0.53586805415322913 0.5236712157875727 0.50210632134485422 0.52076921781850771 0.50824672180266783 0.49993209886406453 0.51545160486885067 0.52408459046478295 0.5325558225793231 0.52061414789204619 2.0093649043337791 1.0197363582551586 1.515899226252259 2.0048347095907961 0.51065856842543411 0.51381919912724405 0.50362042558845133 0.50940748490302201 0.51800542002183625 0.50364298043177769 2.0441191545954132 3.5174416175968863 1.0143208520186204
leaf_count=53 768 58 1517 306 28 35 15 83 63 14 60 15 7 45 19 157 34 19 16 23 19 15 50 6 9 55 17 1028 83 16
internal_value=2.10744e-07 1.55716e-05 -1.31074e-05 -0.000234848 -0.00255682 -0.0466035 -0.0123581 -7.01444e-05 -0.000205957 -0.0014582 5.23359e-06 0.000990837 -0.000195468 -0.0011969 4.11046e-05 0.000375586 -4.9434e-05 0.000122077 0.000248608 0.000553146 5.63547e-05 0.000843589 -0.000208193 -0.00090423 0.000181292 -0.000306351 0.000470818 -1.75855e-05 -5.29018e-05 -0.000411838
internal_weight=43.1296 42.2487 41.6695 8.18615 0.542204 0.030388 0.0156157 7.64394 7.10808 1.02578 6.0823 1.02902 5.05328 1.01538 33.4834 7.1327 26.3507 6.60861 6.07606 4.06669 4.0379 1.01562 3.02227 1.01744 3.04696 1.53106 1.02165 25.8301 23.786 4.53176
internal_count=4633 3865 3807 814 384 78 43 430 347 77 270 75 195 52 2993 315 2678 296 139 120 143 68 75 56 104 81 72 2644 1616 99
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=16 17 10 12 16 15 6 6 7 16 16 17 2 7 17 13 9 0 13 5 0 6 15 17 14 14 3 9 2 18
split_gain=5.5284e-05 0.000243617 0.000243148 0.000201039 0.000163586 0.000264749 0.000151145 0.000132941 0.00327523 0.00573203 0.00149915 0.000126414 0.000444402 0.000111632 0.000299427 0.000197223 0.000260787 0.00050375 9.194e-05 9.35806e-05 0.000150923 0.000250382 7.1629e-05 6.4286e-05 5.84526e-05 0.000170461 0.000303582 0.000123847 0.00492005 0.00196221
threshold=22.624947093000003 199.05253715360001 62.132955852800002 58.770113158150004 22.594947163200004 44.024213102900006 16.475384944750001 16.565387047600002 24.176603375500004 21.374950016100005 19.314954833200002 188.13858192940003 147.79312796670004 23.276000438150003 190.37043331840002 117.55283175385001 204.99169312540002 85.882794977150013 117.61735474900001 24.225659292200003 86.345209775600011 16.555386813950005 29.712811603950005 196.01244718945003 227.64501646235001 217.60876180775003 81.80440399325002 195.46053662500003 181.47666917450002 13.511883313150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 6 23 18 9 10 -9 -2 -13 14 -14 -15 17 -17 19 20 21 -5 -12 -6 25 -22 -27 28 29 -26
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 22 12 13 15 -16 16 -18 -19 -20 -21 24 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.042843598539862915 -0.0001281580954788478 0.002280910045845038 -0.0020259343624638012 -0.002784056566838345 0.00073582077467822325 -0.0027492908654730415 -0.0011352492217527417 0.022488146159889158 -0.00021795126030054856 0.059318646864039586 -0.069606298717827725 0.0032711650551118356 0.0005383944345825636 -0.00056527545090161375 -0.0024156358597740395 6.0054035110477522e-06 1.8860733952700997e-06 0.0044282818471012867 0.0013163391204338345 0.0013032509153931395 1.5936989244637328e-05 0.00034454682235390491 -0.10009648428103042 -0.00029231390161496448 0.066437264830238221 -0.00040889954904781774 0.0030295476675428318 -8.1020232907673732e-05 -0.00051747191266798603 -0.079649056236971619
leaf_weight=0.0010915973548460958 5.9572922098942431 0.52849260365337691 0.5208905228651951 0.52234887178044676 1.0213656451487643 0.51964783602967024 1.5327650881026782 0.0016802918875759845 0.50179096438023407 0.021150445725652389 0.0010861333683239993 0.53699798187153636 1.0079799041464275 1.0063323966187456 0.52022355342363713 0.50448082020511742 1.0079591413735896 0.52632871110836277 0.51334256065879103 0.51168792259388851 14.191710298428299 0.50128895462694345 0.0026513096467102315 1.5032435804602924 0.0010090227212897771 0.50205460599007945 0.52558114399828781 7.6139662453386299 1.0100987780243569 0.01035689025007136
leaf_count=11 181 86 50 162 36 92 36 381 6 39 58 57 41 12 46 12 23 30 28 145 954 4 34 30 14 61 55 826 764 359
internal_value=1.17653e-07 0.000181243 8.54876e-05 -7.06562e-05 -7.21669e-05 -0.00062412 -0.000351939 2.34112e-05 0.0015937 0.0358103 -0.0559647 0.000184861 0.000549759 0.000230212 -0.000467202 0.000580213 0.00114562 0.00226401 -8.61844e-06 -3.54067e-05 -6.29396e-05 -0.00125194 -0.0912358 0.000123632 -1.19182e-05 0.000105994 0.00134968 -0.00021973 -0.00125367 -0.0666801
internal_weight=43.1269 12.117 11.5885 31.0099 31.0088 4.57702 4.05737 26.4318 0.528359 0.0265682 0.00541773 11.0676 5.1103 4.5733 1.5282 3.0451 2.03877 1.03081 25.9034 25.3901 24.8784 1.02364 0.00373744 2.52461 23.8548 15.2193 1.02764 8.63543 1.02146 0.0113659
internal_count=4633 538 452 4095 4084 194 102 3890 518 512 473 402 221 164 87 77 65 42 3372 3344 3199 166 92 66 3033 1070 116 1963 1137 373
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=8 15 7 19 9 9 17 9 17 2 9 9 5 15 16 4 17 12 4 7 3 17 17 8 9 16 18 6 3 6
split_gain=7.49894e-05 6.03488e-05 0.000157183 0.000119437 0.000338682 0.000202421 0.000165976 0.000320054 0.00020251 0.0004209 6.64791e-05 0.00018829 0.000308188 0.000109184 0.000270417 0.000117713 0.000193733 9.12161e-05 0.000139203 0.00023501 0.000129964 8.52419e-05 0.00012153 0.000354753 0.000166923 0.000229164 0.000505281 7.3475e-05 0.000233154 0.000180688
threshold=8.8430989333000021 46.723315192750007 23.543468673550006 14.451165964200003 201.16241229375001 199.39609444495002 188.27285108100003 192.20980299475005 195.18216166535004 146.87900114440004 199.17419511990002 198.14098854835004 22.627560662300002 41.54912092575001 22.614947116400003 176.75641487215003 187.52613723835003 118.69549532925002 201.80971861865004 24.717948180000004 83.17551763980002 187.96055726210002 192.28474763930004 8.6432548896500023 203.42345995920002 22.514947350300002 15.835505265150003 16.435384010100005 92.813640037450014 16.375382608200002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 -9 -10 11 27 -13 15 -15 16 -12 20 19 -19 -17 -20 23 -23 25 26 -24 29 -29 -1
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 13 12 -14 14 -16 17 -18 18 21 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-7.2906759966936857e-05 -0.0011708154728137493 -0.0020324700472652809 0.00011822256116986617 -0.00064350468506040243 0.0028535386952604513 -0.0016735496429131184 0.0030187551250197785 -0.00039427580393304126 -0.0006295506842295839 0.0034065897272236127 0.00022783832337393693 -0.0031960558079689679 0.00026598027650213881 0.0027577770143974892 -4.8341391070930112e-05 -0.00028385085519701497 0.002329534717345475 0.0026491393607424129 -0.001325605117660218 -0.00038398525982712671 -0.002039344886896912 0.0029207126263116195 -0.0041448070926154929 -0.00027929540713381612 0.00016412010066327128 -0.00017445416765019241 0.00030520096297413451 -0.0023709767371661548 -0.00015876591103998201 0.0013562580556887778
leaf_weight=6.0990656517672797 0.54010196329372817 0.51119685302684104 1.0136477603014133 1.051664839003936 0.54130869801269899 0.50790948004962277 0.54152400291241098 1.5154427199022396 0.50855615049658787 0.52520104709833504 2.5080854794645933 0.52254918755738688 0.5062291072415519 0.51902571009208998 1.0149937168944232 2.5083831208572192 0.53154762173335246 0.51740630494804907 0.51260838228662819 0.50455674020304286 0.50694895745255042 0.52793254623781649 0.51778169980838062 1.0077124734525567 6.5620059587348587 2.5062088783452054 0.5030674761841567 0.51445988507773499 6.4432343824179359 1.0347190377596209
leaf_count=1801 204 92 69 32 110 27 106 33 15 28 51 36 21 33 32 124 95 78 132 11 32 63 42 10 569 15 38 15 624 95
internal_value=9.94695e-08 1.49501e-05 -0.000602787 3.78909e-05 0.000486187 0.00021062 0.000441643 0.000810881 0.000341864 0.00142101 -2.69954e-05 -0.000186472 -0.0014925 8.92229e-05 0.000901091 2.44053e-05 0.000595367 -8.28934e-05 3.0783e-05 0.00115165 -0.000578991 -6.35937e-05 -7.94345e-06 0.000820821 -0.000134089 -0.000688899 -0.00195187 -9.11228e-05 -0.000322339 0.000134386
internal_weight=43.1251 42.585 1.52484 41.0601 5.19161 4.6503 4.14239 3.09072 2.5492 1.03376 35.8685 15.1203 1.02878 20.7483 1.53402 19.2142 3.03963 16.1746 13.1593 1.02196 3.01533 12.1373 11.6247 1.53565 10.0891 3.52706 1.02085 14.0915 6.95769 7.13378
internal_count=4633 4429 161 4268 351 241 214 182 76 43 3917 2592 57 1325 65 1260 146 1114 958 89 156 869 737 73 664 95 80 2535 639 1896
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=8 8 19 2 16 6 12 14 14 19 17 17 16 0 6 18 7 17 6 9 16 7 7 7 6 0 18 16 0 19
split_gain=6.07002e-05 5.40198e-05 0.000100414 0.000329644 5.94016e-05 5.77548e-05 0.000248363 0.000260061 0.000130547 0.000101077 0.000149118 0.000180772 0.000100391 0.000259993 0.000549077 0.000241551 0.00185663 0.000449197 9.84712e-05 0.000102225 0.000133517 0.000118746 7.28502e-05 0.000620035 0.000140728 0.000209111 7.95554e-05 0.00027 0.000527749 0.000244285
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 201.25557642380002 22.764946765650006 16.535386346650004 201.10642606785004 371.49649955895006 144.12207640715005 14.351157895250003 185.54770736950005 192.19686994285004 22.644947046300004 86.208098410950015 15.155354102400002 12.854871756700001 22.375171215700004 174.14321222100003 16.405383309150004 194.57718764590001 22.664946999500003 22.276766275150006 23.080728504150006 22.835261448650005 16.375382608200002 86.538778761000017 13.829007611650001 22.534947303500005 86.624809421150005 14.451165964200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 8 9 -8 -1 -7 -11 -12 15 18 -15 16 17 -10 -14 20 -20 -22 23 24 -17 -26 27 28 -24 -29
right_child=-2 2 3 -5 -6 6 7 -9 12 10 11 -13 13 14 -16 22 -18 -19 19 -21 21 -23 26 -25 25 -27 -28 29 -30 -31
leaf_value=-0.021831575825387743 -0.001052961236795406 -5.9696512409998986e-05 0.0029836487067737565 -0.00059689453012680882 0.0010021918807010131 -0.00038096780080155654 -0.0033119206545749211 -0.00011436171991158783 -0.0029549060788915094 -0.00042313320351854388 0.0026852171349455163 3.4931648664220958e-05 -0.0012534237418530721 -0.00051658303979173115 0.0040739462498821507 -0.0011795960785305427 -0.10015314477408975 0.083960968317007889 0.0007680760495108902 0.0015333277469349932 0.00023194841672361254 -0.0019331681407288442 -0.00054485597279756127 -0.0035889746108592594 0.0023192127853643861 -0.00012924538100442414 -0.00012245778248552724 -0.00022058995862033999 0.0039774804246682453 0.0010242202739432068
leaf_weight=0.0027334343540265085 0.54047969168637067 1.5022626640420633 0.52280855491335365 0.50597480846460741 0.5661966027582811 3.0206500803827696 0.51705950650100962 0.50062264190434813 0.001434590975018967 0.85597766586079149 0.51589926608932024 0.51355563409742899 0.50577950275892947 0.50541598657582631 0.53783165542154165 0.52000383167671627 0.0018254226083165292 0.0010155529109423522 1.0103615789337261 0.51443715172585402 0.5038984225424199 0.50938435552484407 0.50525589982550012 0.53155240274073579 0.53524274340502276 1.0014375944738276 16.779605412658249 7.0370093245625149 0.52741486308027064 2.0316332153542618
leaf_count=17 204 16 26 30 36 386 72 39 135 12 25 26 22 21 60 389 3 24 36 22 25 17 7 85 100 6 2562 84 102 44
internal_value=1.31835e-07 1.34977e-05 0.000461542 0.00122267 -1.48151e-05 -2.93978e-05 -0.00031727 -0.00173896 2.14104e-05 -2.23645e-05 0.000552154 0.00136309 2.31903e-05 0.000487641 0.00185 -4.12155e-05 -0.0238083 0.0330706 2.07079e-05 0.000274612 -4.53699e-05 -0.000856471 -3.77672e-05 -0.000544468 0.000242388 0.00072358 1.10206e-05 0.000232746 0.00176483 5.82828e-05
internal_weight=43.1248 42.5843 2.53105 1.02878 40.0532 39.487 5.92376 1.01768 33.5633 4.90608 1.88543 1.02945 33.5605 4.08711 1.04325 29.4734 0.00427557 0.00245014 3.04386 2.53808 2.02364 1.01328 29.4692 2.58824 2.05668 1.53668 26.8809 10.1013 1.03267 9.06864
internal_count=4633 4429 72 56 4357 4321 560 111 3761 449 63 51 3744 203 81 3541 162 159 122 100 78 42 3379 580 495 106 2799 237 109 128
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=15 16 19 15 17 9 6 0 6 14 16 9 6 6 8 7 5 2 3 0 9 18 18 3 6 2 12 13 12 17
split_gain=7.61039e-05 0.000237058 0.000101534 6.54948e-05 0.000312976 0.000244339 0.000165961 0.000166778 0.000134566 0.000220299 0.000196852 0.000136322 0.000281271 0.000143857 0.000169015 7.88355e-05 0.000120089 0.00293639 0.000116091 0.000132105 0.000108782 0.00011463 0.000684919 0.000106036 9.07427e-05 7.82878e-05 7.5716e-05 0.00011308 7.83603e-05 6.69121e-05
threshold=46.723315192750007 22.584947186600004 14.651182102100002 41.54912092575001 193.09202135800004 197.89372115420002 16.505385645700006 86.692020874450009 16.455384477450004 274.15552132740009 22.674946976100003 190.36745536595001 16.555386813950005 16.565387047600002 8.543332867800002 23.666491602800004 20.872540794500004 59.078594408600004 93.499196860750018 85.799452775150016 201.40496258350001 13.278511569200001 12.964611930900002 86.26455603170001 15.205355270700002 106.26660184425002 190.46998066150005 117.53132408880002 158.10685693470003 189.5403704096
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 15 10 11 12 -10 14 -13 18 17 -17 20 -20 21 22 -1 -23 -19 -8 28 -28 -25 -27
right_child=1 -3 -4 4 -6 -7 25 -9 9 -11 -12 13 -14 -15 -16 16 -18 24 19 -21 -22 23 -24 26 -26 29 27 -29 -30 -31
leaf_value=-0.00040523046295377413 0.00020669107099882894 -0.0024184596842517551 0.0013972285690120522 -0.0026096471457244487 0.002557834541659634 0.0014748352352690255 -0.00048056343800628515 -5.5141570892420746e-05 0.0025748840335304947 -0.0023865891180779438 -0.0021485907341074633 -0.0012557080954255135 -0.00073043764565485219 0.00057098401640310974 -0.00010851642166966812 -0.10025587492926735 -0.00153105273908105 -2.9006790546201286e-05 0.00018894473720127759 -0.0017803298001538197 0.0018966214295038997 0.0015100615423840537 0.00403101096043108 -7.2505097796442383e-05 0.0013081792902658864 0.0010633338094641444 -0.00014804142992183426 0.0011488510156178837 -0.0015927058988660057 -8.5724660559811027e-05
leaf_weight=1.0012315380238144 1.0034313926594682 0.52342731007967103 0.53276423924319161 0.52125704861100153 0.56268910100524827 1.0228626338431839 1.4005788990762087 0.50144389493652852 0.52070770868425698 0.51374128878442427 0.51602313392390975 2.0226167880173316 0.50923054784343125 1.5197511852160071 3.518038828329054 0.0029211829840737327 0.53179929502960632 16.217387620613625 1.0140055233509873 0.51297940547874521 0.50926578550570401 0.51503202747290977 0.53344744596132887 1.0213330661354825 0.52388457367851415 1.0185705402327587 2.0060350129539488 1.0112357299512948 0.5075890092601546 1.0086014490661908
leaf_count=32 29 149 70 51 153 31 8 6 36 161 66 28 383 85 36 43 120 2178 198 23 14 285 88 158 62 22 55 10 31 22
internal_value=1.42839e-07 -0.000693245 2.55943e-05 7.79885e-06 0.000312032 8.11497e-05 -0.000239166 -0.00135714 -4.4626e-05 -0.000374978 -0.000254898 -0.000134114 0.00094064 -0.000290894 -0.000527299 7.16635e-05 -5.16415e-05 -4.65506e-06 0.00031844 -0.000472619 0.000488448 0.000379724 0.00113679 0.000150165 1.28378e-05 9.43918e-05 -3.89534e-06 0.000286611 -0.000577199 0.00049163
internal_weight=43.1239 1.52686 41.597 41.0643 6.036 5.47331 4.45045 1.0227 35.0283 9.12011 8.60637 8.09035 1.02994 7.06041 5.54066 25.9081 17.276 16.7442 8.63215 1.52698 7.10517 6.5959 1.53468 5.06122 16.7413 3.42775 4.54619 3.01727 1.52892 2.02717
internal_count=4633 178 4455 4385 293 140 109 57 4092 795 634 568 419 149 64 3297 2403 2283 894 221 673 659 120 539 2240 52 254 65 189 44
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=8 15 16 19 5 16 6 3 12 0 13 9 8 3 10 5 6 12 9 19 4 6 5 18 16 18 7 13 13 7
split_gain=6.97943e-05 5.64266e-05 0.000196993 0.000103921 0.000359915 0.000142801 0.000207929 0.00038865 0.000111006 0.00324761 0.000579161 0.000570884 0.00194671 0.000441655 0.000230699 0.000272815 0.000178155 6.82942e-05 0.000193794 0.000257629 0.000155833 0.000139513 0.000141873 6.28745e-05 4.78879e-05 0.000325668 0.0117442 0.00780809 0.000752025 0.000115463
threshold=8.8430989333000021 46.723315192750007 22.584947186600004 14.451165964200003 22.887221773600004 22.534947303500005 16.455384477450004 93.345954747300013 251.26407571030003 86.345209775600011 117.39690118230001 204.68881850780005 8.1436447804000007 86.821066864700015 78.962703749400006 7.754880527600001 7.6151779274000004 217.08460102575 197.89372115420002 14.351157895250003 273.29151239050003 16.505385645700006 20.911722254300006 13.304953393500002 22.544947280100004 13.713893333650001 23.032419884600003 117.49368567500001 113.98793627290001 23.695207782600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 17 10 -10 12 13 14 -11 -16 -17 20 21 -20 24 22 -19 -8 25 26 -1 28 -28 -27
right_child=-2 2 -4 4 -6 6 23 -9 9 11 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-4.1243663859618554e-05 -0.0011293905790083539 0.00023732359607778224 -0.0021578766841235547 -0.0013904461389893348 0.0028795267644329409 0.0034871904936989088 0.00039648728670328687 -0.0003732565424146389 -0.014791436753130015 -0.027990974721316342 -0.10010845407337494 -0.00021884369136707652 -0.072428712027929568 0.073246566008841357 -0.020507115964802935 0.065852906509491257 0.0088258444497152904 0.00012936878483405087 0.0030488773557378712 0.00032920317571638412 -0.0017702085789768698 0.00045339079722705642 -0.00223503973135973 -0.00050757820378126461 -0.00017983257159414864 0.001429980170095235 0.05650703729089205 -0.029499771429188654 0.10010249039698452 -6.9958560001774671e-05
leaf_weight=1.0185200760311435 0.54020301765060352 1.0027822514670841 0.52217774100769165 0.52135082488186313 0.54761355889441876 0.52956365514796722 1.5667068167895197 0.513817200291669 0.0010006688183263881 0.0017750796700978788 0.0038837045565003336 0.50764258648969707 0.004640656147413047 0.0010199788693400769 0.0012712476632795733 0.0011106022977855901 0.0010810661946010214 0.50323998997048114 0.53136405921217789 1.0110308022976824 0.51943202529445187 1.508055142849192 0.51194920666849697 1.5113413816025056 11.976705528981709 0.5289909043422395 0.0050423264110576174 0.0070224823430180541 0.018380691602942534 17.204366491773417
leaf_count=590 204 27 134 51 104 68 46 47 89 152 15 224 31 19 319 44 35 119 177 23 377 37 45 35 201 186 14 5 73 1142
internal_value=1.30006e-07 1.4459e-05 -0.000582842 3.66438e-05 0.000454863 0.000168875 0.000366125 0.0015861 -2.38767e-05 -0.0014695 -0.0826294 -0.000705015 -0.0233502 0.0130444 0.00132147 0.0163469 0.0377236 -2.46793e-06 0.000383092 0.00126615 -5.25838e-05 -0.000156697 -0.00106298 -4.74147e-05 -2.3578e-05 7.6059e-05 0.00178815 0.0629886 0.0907176 -2.5215e-05
internal_weight=43.1231 42.5829 1.52496 41.0579 5.19039 4.64278 4.12143 1.04338 35.8675 0.523426 0.00488437 0.518541 0.0108986 0.00625797 0.005238 0.00346292 0.00219167 35.3441 4.06564 1.54239 31.2785 2.52324 1.01519 3.07805 30.759 18.7823 1.04897 0.0304455 0.023423 17.7334
internal_count=4633 4429 161 4268 351 247 196 115 3917 928 104 824 600 569 550 398 79 2989 401 200 2588 201 164 81 2211 2010 682 92 87 1328
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=8 5 15 13 6 6 8 5 0 15 18 9 9 15 7 0 15 7 0 5 15 6 3 6 4 4 6 18 0 5
split_gain=5.65115e-05 5.23898e-05 0.000240453 0.000283255 0.000210939 0.000105347 0.000169177 0.000214881 8.13486e-05 9.19254e-05 0.00117932 0.000451729 0.000126634 0.000678496 0.000234714 0.00102759 0.000253496 0.000527439 0.000179466 0.000112252 7.47352e-05 5.9379e-05 0.000109396 0.000271305 0.000107658 0.00205093 0.00347359 0.00230175 0.000530026 7.06922e-05
threshold=8.8430989333000021 23.605484525250002 42.80317728375001 117.51519334005 16.405383309150004 16.465384711100004 8.4434108459500017 24.082771358500001 85.495657006400009 41.54912092575001 12.697414448800002 194.57718764590001 177.59430306730005 32.355961258350007 22.958251375150002 104.03526427400001 19.077611477100003 21.833224794850004 112.02536183765001 2.9478561016000007 45.793006327050001 16.455384477450004 92.695347879750017 16.565387047600002 285.22127102665007 296.43037955425007 14.935348962050002 15.631197717350002 98.230883170350012 17.089764221050004
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -8 -1 10 -10 -11 13 14 16 -16 -12 -18 19 -17 -7 24 23 -23 29 26 27 -26 -29 -14
right_child=-2 4 3 -5 5 6 7 -9 9 11 12 -13 21 -15 15 18 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.001186620076960353 -0.0010157293609460393 -0.0021970944979187814 -0.00011415414532282977 0.0032010431908361409 0.0012749615226204452 3.4672948889391353e-05 -0.00026707118260873864 -0.0026554252808918292 -0.084350693223045378 -0.0011524281557329305 -0.010336960298127499 0.0030082037668471644 -0.00016009111818661179 0.0869611387115104 -0.10000997128691975 0.052242620688076107 -0.0024199229037877856 0.079252127348022283 -0.016792660884161634 0.008417379640779649 0.0014322092201928395 -0.0027963951362330619 -9.2428997589395046e-05 0.00045391939400447868 -0.083600903266578722 0.00051136389908908435 0.089548722936860184 0.080112900441921819 0.0014642132461970285 0.00018629231865576834
leaf_weight=0.55853941665695472 0.54056745219988656 0.5204830947273632 0.5105110924425833 0.52049227159841394 0.51543296523887017 1.5157689242954986 1.3581130250295244 0.5212996863650553 0.001657348007070846 0.51538165750389697 0.00201407735650036 0.52859075531531019 9.6041692314367193 0.0010553149462140263 0.0010634045989644791 0.0010634769037096703 0.0017263301195065139 0.0014590045753447856 0.0014238620482140973 0.0012975138853144053 0.51186539706346668 0.51780884828417473 8.5789964912810301 0.50948639630841441 0.0026771823180524734 0.52442977470740437 0.0068678186362376437 0.0016858658887031197 0.001742542217312959 15.243343335597499
leaf_count=128 204 166 48 29 68 493 14 65 16 17 143 40 660 6 202 79 79 65 385 175 65 33 136 20 23 514 12 9 33 706
internal_value=2.95346e-07 1.3194e-05 5.33917e-05 0.00155949 -0.000292886 -6.87789e-05 -0.00024605 -0.000929538 1.09732e-05 2.95291e-05 1.95104e-06 0.000954209 5.94512e-06 0.0106838 0.00267238 -0.0131555 0.0174312 0.034989 0.0112475 0.0281579 0.000387473 2.55693e-06 -0.000209205 -0.0011844 8.26928e-05 0.00148301 0.0407603 -0.0141188 0.0401385 5.24067e-05
internal_weight=43.121 42.5804 37.6375 1.031 4.94296 4.42248 3.90705 1.87941 36.6065 36.0479 35.004 1.04397 35.0023 0.011103 0.0100477 0.00484826 0.00519941 0.00318533 0.00378485 0.00236099 2.02763 34.9912 9.60629 1.0273 25.3849 0.537403 0.0129734 0.00610559 0.00342841 24.8475
internal_count=4633 4429 3558 77 871 705 637 79 3481 3353 3296 57 3280 1134 1128 841 287 144 639 254 558 2146 189 53 1957 591 77 65 42 1366
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=15 7 19 10 17 7 15 12 12 10 18 5 2 9 9 0 2 8 9 17 15 17 9 16 16 12 12 16 3 16
split_gain=5.31389e-05 0.000168508 8.68573e-05 6.04847e-05 0.00019273 0.000238761 0.000237078 0.000189303 0.00015725 0.000131851 0.000404606 0.000102575 8.31577e-05 7.17174e-05 0.000523296 0.000239644 0.000288426 0.000186317 0.000147553 0.000228114 0.00011092 0.000107197 0.000184494 0.000106159 9.02869e-05 0.000116128 0.00306751 0.00436099 0.00226316 0.00161092
threshold=46.723315192750007 23.543468673550006 14.651182102100002 61.93938686740001 188.27285108100003 23.602039070650005 42.629181320700006 58.770113158150004 160.67073594290002 61.987779113750001 13.140498728250003 24.225659292200003 199.01127796720002 197.47612518640003 195.97407267990005 86.345209775600011 108.63443756215001 8.543332867800002 198.73585755510001 195.59800312745003 40.856592954650004 195.18216166535004 190.64005357525002 22.664946999500003 22.614947116400003 212.31925379130004 227.12825541940001 22.494947397000004 85.401560971850017 15.839962959300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 8 -5 -1 10 -9 13 -7 14 17 16 -15 21 19 -17 24 23 -23 -11 25 -20 27 28 29 -27
right_child=1 -3 -4 7 5 12 -8 9 -10 11 -12 -13 -14 15 -16 18 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024140148376777248 -0.0020541553313761238 0.00016872066077623928 0.0012907142337175374 0.042254752605071569 0.002919804843489221 0.0012307903841191001 0.00096322165580323268 -0.00013771763844167719 1.7789819307653309e-05 0.00014759751468594419 -0.0031959509771571516 0.0014257767763395828 -0.00057962135324428734 -0.00032904829687793388 0.0032367937183548725 -0.0018768060347583455 -0.0032384737187958986 0.001912811954729832 3.7876713078451546e-05 0.0002420260450542433 0.0015137276742385125 0.00035072857719941133 -0.002313213323485358 -0.001336256110494388 0.001326008252453994 0.017619006348952981 -0.0001812589575735272 -0.10026739334359812 0.091497032283097413 -0.10006909552599173
leaf_weight=0.56147309320441974 0.51384567163897088 1.013996032831759 0.53236881839734351 0.0010586201315011525 0.54446057645166201 0.50657629550335037 0.86829572900751384 2.5056900125158275 0.50513682585114517 9.1027406935103006 0.52287929846779935 0.51310372530094284 0.50829097078576524 1.0045005594792566 0.54178221031002571 1.0232084219249125 0.51565274466106092 0.51462778162962131 17.193935348359084 1.0093289813256658 0.51913701934005274 0.51283938531495887 0.52726490696960582 0.50910647150158261 0.52321339550689927 0.0029107035277816662 0.51084504488012339 0.0074403824692126364 0.0022746377071598545 0.0019371331151774029
leaf_count=313 106 72 70 9 60 10 20 41 182 1236 91 120 34 33 76 31 35 25 863 25 70 507 101 14 50 51 352 6 5 25
internal_value=3.26741e-07 -0.00057888 2.16033e-05 5.14835e-06 0.000403103 0.0012304 -0.000263608 -3.18682e-05 -0.00126233 -3.30599e-05 -0.000665718 2.24201e-05 0.000324055 1.25582e-06 0.00020169 -0.000103912 -0.00131596 5.44323e-05 -1.5306e-05 -0.000824624 7.2371e-05 -3.53516e-05 -0.000999716 6.90029e-05 3.13537e-05 -6.87464e-06 -0.00147136 -0.0467263 0.00920455 -0.0294076
internal_weight=43.1199 1.52784 41.5921 41.0597 3.49423 1.55933 1.93491 37.5655 1.06661 37.5644 3.02857 34.5358 1.01487 34.0227 11.7084 22.3144 1.52015 11.1666 20.7942 2.03254 18.7617 10.652 1.0401 9.61185 18.2426 17.7193 0.525408 0.0145629 0.00712247 0.00484784
internal_count=4633 178 4455 4385 619 104 515 3766 495 3757 132 3625 44 3505 1959 1546 68 1883 1478 56 1422 1858 608 1250 1352 1302 439 87 81 76
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=8 19 5 5 16 6 0 18 6 6 3 3 17 16 15 5 16 12 14 8 5 5 5 6 15 15 17 6 15 6
split_gain=7.75066e-05 5.61103e-05 0.000152345 0.000313675 0.000117732 0.000173366 0.000352589 7.53821e-05 5.29995e-05 0.000183351 0.000785919 8.60532e-05 7.5125e-05 9.34922e-05 7.30686e-05 0.0001339 0.000312526 0.000167536 7.39535e-05 8.93365e-05 5.23409e-05 8.12333e-05 0.000109176 0.000131217 5.02817e-05 4.28321e-05 7.96683e-05 4.26586e-05 0.000218079 0.000121899
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 22.887221773600004 22.534947303500005 16.455384477450004 86.264556031700025 13.304953393500002 16.465384711100004 16.505385645700006 93.668569722950011 93.017962855400015 183.44170283300005 22.664946999500003 44.024213102900006 21.836296031200003 22.624947093000003 190.46998066150005 272.02763708760006 8.4434108459500017 21.438877744300004 21.191508333600002 20.911722254300006 16.245379570700006 11.870705757150002 42.629181320700006 185.06340398685003 14.995350363950001 35.645792850250011 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 14 10 -10 -11 -13 25 15 20 17 -17 -19 -20 21 22 23 24 -1 26 -14 29 -29 -26
right_child=-2 2 -4 -5 5 7 -8 -9 9 11 -12 12 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.017585622223584712 -0.001190381065107646 -0.0012121176644260085 -0.0013347587834086363 0.00273973398286592 -0.00036845621577996239 0.00049110192438501924 0.0033096748314144562 -0.00049862674401855657 -0.0043427787231482993 -0.00061322340484589366 0.00040677922210073224 -0.00073307147115831577 -0.00034440680350891913 0.001136655102968833 -0.0011217900087860265 0.0019165464822235958 0.002868483398780998 -0.00038196756219525875 -0.00027398317372800458 0.0016029574229623087 -0.00059765584209272888 0.0012510310752979958 -0.0014582212824124324 0.0015920661218958871 -2.6304651656677419e-05 -0.00026939891598580241 0.000802105263314638 -0.0021855268015884455 0.00033147620327380923 0.001485036413846127
leaf_weight=0.001630313812653549 0.53990695703122682 0.52144408389313213 0.51408963003054342 0.54491210532741252 0.51382608765561577 1.5678224760449668 0.52888620949852339 1.5114060298278671 0.5313974981568198 2.0160681061044317 1.0116565292800865 0.86171134034304042 1.0018038999468044 1.0177706913732434 0.52780051773791825 0.51855394781246644 0.52617608234868374 2.0008088450698556 0.50624239282271044 0.50811092696337523 1.5120677812541163 0.51577093559282161 0.51428820489284888 0.5155288330915927 17.171057531275931 2.0033939388586859 1.5343185384253002 0.52329152495440112 1.0059719798737203 0.55078935855198352
leaf_count=488 204 51 84 94 47 46 68 35 33 37 48 477 8 27 94 149 36 18 118 14 51 34 112 54 1929 24 48 79 13 113
internal_value=2.40498e-07 1.53379e-05 0.000307262 0.000469964 0.000203602 0.000382696 0.00149717 5.30431e-06 -2.98042e-05 -0.000226638 -0.00122888 -4.32951e-05 0.000135707 0.00027042 4.32133e-05 6.65308e-05 0.000594768 0.000256208 -2.93403e-05 0.000666216 -2.95942e-05 1.17046e-05 -1.98105e-05 1.76109e-05 -2.45481e-05 7.62074e-05 0.000349217 -2.30609e-05 -0.000529805 2.06673e-05
internal_weight=43.1185 42.5786 5.70239 5.1883 4.64338 4.12194 1.04271 3.07923 36.8762 9.97812 1.54305 8.43507 6.419 5.55729 26.8981 26.3703 4.05989 3.53372 3.01516 1.01435 22.3104 20.7983 20.2826 19.7683 19.2527 4.53952 2.53612 19.2511 1.52926 17.7218
internal_count=4633 4429 425 341 247 196 115 81 4004 702 81 621 584 107 3302 3208 335 299 150 132 2873 2822 2788 2676 2622 80 56 2134 92 2042
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=8 19 5 17 5 17 16 16 4 3 17 15 15 5 18 5 5 3 7 9 9 6 7 15 15 17 19 2 17 9
split_gain=6.27344e-05 5.1237e-05 7.93823e-05 0.000295951 0.000246893 0.000415464 8.43553e-05 0.000131317 7.35575e-05 7.22274e-05 5.73602e-05 4.31483e-05 0.000146557 0.000111896 0.000767799 0.000146858 0.000301687 0.000484454 0.000104795 0.000282644 0.000886361 0.000376468 0.000388265 0.000424794 0.000101235 0.000118987 9.37152e-05 0.000246917 0.000801112 0.000187014
threshold=8.8430989333000021 14.651182102100002 23.714185006400005 193.94976740385002 22.958759589950002 192.64609805285002 22.594947163200004 22.644947046300004 264.40103451365002 93.733092718100025 187.52613723835003 37.882159664350006 38.469938489650012 20.743195000100005 12.631308162550003 21.191508333600002 20.911722254300006 93.499196860750018 22.557405306150006 183.62474066035003 181.33671263215004 7.1451669457000007 24.040556609400003 12.38011581135 37.646552559600003 191.86029796145002 14.551174033150001 154.46567853970001 187.32964365115004 198.44478460200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 11 -6 9 -8 -3 -4 -9 13 -13 14 -1 16 -15 -18 -16 20 21 22 -20 -24 25 -17 27 28 -14 -29
right_child=-2 8 3 -5 5 -7 7 10 -10 -11 -12 12 26 15 18 24 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.073879592795520213 -0.0010705336114230273 -0.00013948586598359019 0.0015250326784325701 -0.0026210334132017073 -0.00042462249345585331 0.0035319653557780496 -0.0018389869602580136 -0.00071854682735805373 0.0015523261356221144 -0.00016409393376071787 0.00030395328448305092 0.0013213264334024141 -0.0012705693506891956 -0.00021276073634166569 0.0014710510830423821 0.0015886609029015465 -0.0044369291170998281 -0.00010745759219815993 0.056964320006696427 1.9665750568574465e-05 0.092471894488126857 -0.047429409854434453 0.033951489959169689 -0.03571439569047094 -0.0013285481600334593 -5.7104907280754846e-05 -0.0012057919687332734 -0.0013460367970401367 0.0042514874705860311 0.00015532146397785262
leaf_weight=0.0014044009866286391 0.54029111104535488 0.51107438023097873 0.50783659664280523 0.5299008997933069 0.53248726681310088 0.52910137456791961 0.5069861052285799 0.85988227103663684 0.51693498612439726 0.50477205162892524 1.5157187586804175 1.0233855021961016 0.51397086372890022 2.0090488730868192 0.51523541801848338 0.51420855192807602 0.5272929324773814 0.5069224232374836 0.0015481925309881314 20.276053667689034 0.0013595716694965176 0.0011824856695933361 0.0016440521058530694 0.0018717418490036275 0.50695907507179061 3.0156162847429542 0.55525873537862924 1.0153284302234551 0.53742786212387728 4.5372511526297101
leaf_count=14 204 25 28 132 74 49 42 37 24 536 55 35 25 61 214 137 100 21 131 1611 14 66 311 381 10 37 20 52 44 143
internal_value=2.47967e-07 1.38357e-05 -3.41934e-06 -0.000403776 4.43016e-05 0.00154736 -0.000102142 -0.000377959 0.000711243 0.000683025 -6.6155e-05 5.58841e-08 0.000201964 -5.92023e-05 5.76782e-05 -0.000402583 -0.000927123 -0.00231483 6.26707e-05 2.68957e-05 0.0193003 0.00337423 0.0152373 -0.0031373 -7.14009e-06 0.000182643 4.19554e-05 0.000146865 0.00155206 -0.000119213
internal_weight=43.118 42.5777 41.5497 4.4251 37.1246 1.06159 3.8952 2.88259 1.02801 1.01261 2.3756 36.063 8.18262 27.8803 20.8003 7.08005 3.04326 1.03422 20.7989 20.2837 0.00760604 0.00624647 0.00506399 0.00351579 4.03678 3.52982 7.15924 6.60398 1.0514 5.55258
internal_count=4633 4429 4380 830 3550 123 698 134 49 564 92 3427 319 3108 2742 366 182 121 2728 2514 903 889 823 692 184 174 284 264 69 195
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=16 6 0 6 3 7 0 7 15 18 15 17 2 2 6 5 10 15 0 9 15 14 12 4 14 19 2 16 17 7
split_gain=6.57371e-05 0.000251363 6.54913e-05 0.000160236 0.000140451 0.000195175 0.000194286 0.000370135 0.000142895 0.00051483 0.000193883 0.00017736 0.000126753 0.000502808 0.000122236 0.000242725 7.94709e-05 7.78513e-05 6.1279e-05 0.000111145 6.99594e-05 0.000150999 7.20437e-05 4.97238e-05 0.00107191 0.00318799 0.000881517 0.00119192 0.000366132 0.000234568
threshold=22.704946905950003 16.635388683200002 85.990333302400003 16.405383309150004 93.437362323750008 23.322419822750003 86.345209775600011 22.580797808900005 37.882159664350006 13.304953393500002 38.469938489650012 192.19686994285004 178.46521675150004 210.71970372160004 16.545386580300001 20.315138807500002 62.020040611300011 44.732387748900003 85.882794977150013 200.84251237905002 40.42701969085001 245.99173885435002 103.28033049195001 285.22127102665007 300.29716420680006 12.451004585100002 201.25557642380002 17.974957966700003 199.45200027940004 22.398098708400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -4 14 -10 -11 -12 -13 -14 23 -16 -15 -18 20 -20 22 -22 -5 29 25 28 27 -27 -25 -8
right_child=1 -3 4 18 5 -7 8 -9 9 10 11 12 13 16 15 -17 17 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0020039361460360314 0.0022806299477870304 -0.00040390605683584559 0.00060160375696409398 8.216540159813052e-05 0.0024849003850968402 0.00025669006097556624 0.02516649877039134 -0.0031558254934526703 0.0034585274691603276 0.0020297793054016226 0.0011753578310517696 0.0002598997791378988 -0.0035456339533325894 0.0010728910833146862 0.00041254463566057473 -0.0026613364317061086 0.00041528303491872841 -0.0013337692618229395 -0.0019134365558731107 0.00018037816014697023 0.0017566357949810184 -7.3123743902847726e-05 -0.001590838373808794 -0.10003316078429669 0.00018923617296603008 0.075174024819357088 0.090334139560241333 -0.0060039505139550774 -0.025424376901681506 -5.7667467778733597e-05
leaf_weight=0.51594470910363543 0.57788750074723683 0.87979830532526648 0.50311030090233788 0.51018009431391731 0.5312839410614737 1.5114875436788677 0.0036872352950422229 0.54742776430475715 0.52369130302031397 0.51434117466018037 1.0142524871016272 2.017214620648474 0.51921402605080413 0.51148292106881843 0.50671595499832622 0.52102852525786147 0.51145451056187419 0.50650480557096245 0.51257496818303827 0.50162442997680046 0.51739005976617125 3.5152338676682824 0.51948953230358275 0.0015816711475005194 0.51916310458559456 0.0033535662948214195 0.003894702176694409 0.0039263846874746378 0.0011259973762971498 24.291184536761641
leaf_count=223 49 117 8 110 63 15 133 53 35 28 21 28 33 37 23 33 92 37 37 6 35 138 463 78 1060 29 14 20 42 1573
internal_value=2.62838e-07 0.000660356 -2.28341e-05 -0.00031201 3.15294e-05 0.000836203 -1.82449e-05 -0.00135637 2.57206e-05 0.000460309 0.000179649 -7.66838e-06 -0.00030278 -0.000856825 -7.71149e-05 -0.0011458 5.59703e-05 -0.000454991 -0.000168351 -0.000877833 -2.62106e-05 0.000161636 -0.000761899 -3.2877e-05 0.000922527 0.0283457 0.0519347 0.0313913 -0.0690067 -5.38392e-05
internal_weight=43.1173 1.45769 41.6596 6.59244 35.0671 2.04277 33.0244 1.05054 31.9738 6.11816 5.59446 5.08012 4.06587 2.04866 25.8557 1.02774 1.52944 1.01796 6.07649 1.0142 5.06229 4.03262 1.02967 24.8279 0.533045 0.0138823 0.0111747 0.00727995 0.00270767 24.2949
internal_count=4633 166 4467 1012 3455 78 3377 61 3316 311 276 248 227 199 3005 56 166 129 789 43 746 173 573 2949 1243 183 63 49 120 1706
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=16 6 8 9 19 9 17 19 9 2 6 10 18 10 17 8 2 5 2 17 6 17 15 2 8 19 16 5 17 8
split_gain=5.32829e-05 0.000204044 6.4994e-05 5.71861e-05 0.000257056 0.000199654 0.000263238 0.000192621 0.000202285 0.000284559 0.000121045 7.58837e-05 0.00037013 0.00021636 7.26735e-05 0.000408652 0.000139686 0.000399171 0.000250319 0.000298256 0.000138184 0.000119407 6.63401e-05 5.90456e-05 7.21014e-05 8.15317e-05 7.93109e-05 9.77894e-05 6.94241e-05 0.000168309
threshold=22.704946905950003 16.635388683200002 8.8430989333000021 199.17419511990002 14.551174033150001 198.14098854835004 182.02915412410002 14.451165964200003 181.33671263215004 147.79312796670004 16.505385645700006 75.629015667650023 15.917243450850002 75.180043159850015 186.34046889365004 8.4434108459500017 127.74713841330002 17.687678651600006 164.37582864125002 188.13858192940003 14.475338213950002 185.88129754265003 20.937157557000003 63.108627198800008 8.7431769115000026 14.151141757350002 18.664956353200004 17.089764221050004 195.14561408000003 8.6432548896500023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 14 -9 -10 -11 13 -13 23 21 16 17 20 19 -18 -16 -1 -14 -5 26 -26 27 -25 29 -28
right_child=1 -3 -4 11 -6 6 -8 8 9 10 -12 12 22 -15 15 -17 18 -19 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=1.600473646325788e-06 0.002056486040965999 -0.00036345154476931856 -0.0011199072730095148 0.00085534483773800447 -0.0023014742529398708 0.00021440676727885527 -0.0029871343202688251 -0.00029697739177103545 0.0034166155876597334 0.0016311386765313859 -0.00054949466640318988 -0.002803844534573777 0.0011721911965006434 0.0021652755182284232 -0.00099549456085884481 -0.0029945909798155248 -0.00024887050383476183 -0.0031811926549871056 -0.00020242844844935902 0.003158419372569925 0.001332395918744304 0.0016089283635054965 -0.00014069843224579352 -0.0018283639449835421 -6.0528746539710694e-06 0.0012642018678416305 0.0010088093801065201 0.00011655854686134728 -4.5424391965129154e-05 -0.00056672779779857096
leaf_weight=5.0516460268210333 0.57684286444827992 0.87994136773409082 0.5308582067304205 1.0102926563422503 0.53313707088484363 0.50128496410797996 0.52662348326521169 0.99982971174904323 0.52630035680340359 0.51479403063358098 0.50355190158951046 0.51696940400952263 0.51638585191180597 0.52620601123118049 0.50630092175951602 0.53389317344890663 0.50148854569019874 0.54207596871947306 5.5339392569100019 0.52674721180507067 0.51373927346867276 0.50873678106113995 1.5112405728377281 0.51179289556525931 1.0018896990368369 1.0194426693342391 2.0422767910622488 0.52237844362894892 12.610583347239396 1.0150151722110936
leaf_count=1286 49 117 130 20 109 7 52 9 42 40 12 103 379 43 126 58 29 175 708 141 16 25 147 68 11 32 45 223 401 30
internal_value=2.97713e-07 0.000594771 -2.04904e-05 -6.29988e-06 -0.000137844 -7.30073e-05 -0.00142582 9.94732e-06 0.000811264 0.00152861 0.000552859 9.94e-05 -0.000415323 0.000164048 -0.000133452 -0.000314627 -0.000138511 -0.00098838 6.37984e-05 0.00149662 0.000176938 0.00014866 0.000193662 0.000110685 7.05035e-05 0.00063459 2.23605e-06 -0.000845949 5.82212e-05 0.000485734
internal_weight=43.1162 1.45678 41.6594 41.1286 18.3241 17.791 1.02791 16.763 2.54448 1.54465 1.01835 22.8045 2.5446 20.2599 14.2186 8.65818 8.12429 1.56212 6.56218 1.02824 1.02004 5.56038 2.02763 19.7337 18.7234 2.02133 16.702 1.03417 15.6679 3.05729
internal_count=4633 166 4467 4337 2835 2726 59 2667 103 94 52 1502 629 873 2564 1253 1195 317 878 170 142 1311 526 830 810 43 767 291 476 75
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=15 7 19 10 17 15 15 17 12 12 14 10 18 5 13 13 13 2 3 6 7 8 19 2 18 18 13 18 5 9
split_gain=4.95736e-05 0.000160776 7.60594e-05 7.93988e-05 0.00020796 0.000271967 0.000259903 0.000189324 0.000173293 0.00016688 0.000107183 8.88718e-05 0.000459873 6.9234e-05 5.78173e-05 0.000111632 0.000102254 0.000316529 5.53857e-05 0.000252336 7.10517e-05 0.00126758 0.000860806 0.000392233 6.64354e-05 0.000112996 9.38106e-05 0.000136715 8.18327e-05 0.000188801
threshold=46.723315192750007 23.543468673550006 14.651182102100002 61.93938686740001 188.27285108100003 42.629181320700006 41.195083317300011 191.86029796145002 160.67073594290002 58.770113158150004 142.92771580715001 61.987779113750001 13.140498728250003 24.225659292200003 117.58509325145 117.57433941890001 117.55283175385001 192.72744941785001 93.216908757050007 16.525386113000007 22.227765484150002 8.7431769115000026 13.851117550450002 223.87650328090004 13.278511569200001 12.98549864095 117.49368567500001 13.328768336950002 22.127107789600004 197.20558004415003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 7 -6 -1 -5 -11 12 -12 14 15 16 18 -18 20 -20 21 22 23 -13 25 -22 27 -26 -29 -30
right_child=1 -3 -4 9 6 -7 -8 -9 -10 10 11 13 -14 -15 -16 -17 17 -19 19 -21 24 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0025117625589392636 -0.0020000323531152698 0.00017116569596626927 0.0012088594179757539 0.040086756416369607 0.0017427078773673715 0.0010820474885060156 0.0030930851977513038 -0.00098256403194786428 4.1697397069462722e-05 -0.020973667873131159 6.3091271520414255e-06 -0.044839650470285326 -0.0032549516680239325 0.0011628468848673731 0.00045184447272213988 -0.0015132980313265615 0.0026784792628705475 -0.00082513002656452606 -0.0024123022359946573 1.6909154424439555e-05 -0.00034883391406990044 -0.10011500384172115 0.095767701106627412 0.028684635339164752 -0.001631313663986268 0.0010189165810699648 -0.0007165911804734973 -8.5840074078976963e-06 -0.00046870185042685911 0.0022464178397613244
leaf_weight=0.5608147313712335 0.51390936063974635 1.0139771205573742 0.53201971271573611 0.0010365480920943018 0.51003375705672949 0.86871358678399691 0.54052212855799542 0.50960603889947587 0.50520822622470996 0.0024452665643356344 2.5080346477116815 0.0015965987893625791 0.52245101538301231 0.51219688117519169 2.5256743632889984 0.50971424500266849 0.52496471503400133 0.50679256327907751 0.54341199672792795 2.006602186498367 0.99991082217456595 0.0012350778524705674 0.0010068784661143582 0.0013299930691972328 0.50449406985717971 1.5255623929097053 2.0061242701635811 21.331416057186136 0.50571781003210015 0.5188911703927287
leaf_count=313 106 72 70 9 21 20 44 39 182 12 41 142 91 120 37 21 40 20 201 41 8 3 10 60 10 39 40 2740 21 60
internal_value=3.05737e-07 -0.000559124 2.08586e-05 5.46388e-06 0.000461364 -0.000231338 0.00132038 0.000380644 -0.00130163 -3.69563e-05 -3.80636e-05 -3.67005e-05 -0.000555927 8.87326e-06 -8.50353e-06 -4.54275e-05 -2.12758e-05 0.000957529 -5.4998e-05 -0.00050076 -1.35086e-05 -0.0117371 0.0160128 -0.0114265 -1.12965e-05 0.000477383 -6.09271e-05 -3.38932e-06 3.3347e-05 0.000906312
internal_weight=43.1154 1.52789 41.5875 41.0555 3.4949 1.93474 1.56016 1.01964 1.06602 37.5606 37.5596 37.5571 3.03049 34.5266 34.0144 31.4888 30.9791 1.03176 29.9473 2.55001 27.3973 0.00516855 0.00393347 0.00292659 27.3921 2.52547 24.8666 22.8605 22.356 1.02461
internal_count=4633 178 4455 4385 619 515 104 60 495 3766 3757 3745 132 3613 3493 3456 3435 60 3375 242 3133 215 212 202 2918 47 2871 2831 2821 81
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=8 8 5 16 6 13 2 8 5 10 13 12 16 3 6 3 14 18 2 4 6 15 7 8 7 15 19 5 5 15
split_gain=5.69918e-05 6.28445e-05 8.33358e-05 7.55665e-05 5.87072e-05 0.000244819 0.00082911 0.000269256 0.000768101 0.000164303 0.000275701 0.000210076 9.53346e-05 0.000933755 0.000291634 0.000213335 9.68778e-05 8.8449e-05 8.77296e-05 0.000425272 0.000133592 7.2521e-05 0.000255466 0.00162463 0.000600739 0.000228258 9.31242e-05 8.68833e-05 0.000144697 0.000138236
threshold=8.8430989333000021 8.7431769115000026 21.990725385850002 22.764946765650006 16.465384711100004 97.873318238950006 104.39392676985001 7.1444245619500011 13.477720021600001 78.290589216800015 92.146902421150017 279.38363401210006 22.644947046300004 76.190903416900014 16.405383309150004 92.367355987800025 286.3521236806501 17.479796446900004 216.39684782960003 284.07887079910006 16.505385645700006 44.024213102900006 22.343045670750005 8.2435668022500028 20.797746106000002 21.881081380950004 14.551174033150001 21.252944829650001 21.612734424500001 36.548474543700003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 11 -11 13 -7 15 -14 -17 -13 19 -6 -20 22 23 24 25 -15 27 29 -29 -24
right_child=-2 2 -4 -5 18 12 7 8 -10 10 -12 17 14 21 -16 16 -18 -19 20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10005967180617988 -0.0010204003282840777 0.00119626119845473 2.6025377822953041e-05 0.0011291988148269315 -0.00018360457316869965 -0.073591902995647981 -0.023420931851218237 -0.10001371249922356 0.023478802889533266 -0.0303298697649113 0.046087758784948835 0.039057277253278753 0.0016696078773495784 -0.015500419821462417 0.0027472081310451553 -0.0017955233561911593 0.0001544752723611205 -0.0018914336538304389 0.0017803484784432771 -0.0031167953560712397 -8.4603738939367001e-05 -0.0011587542599324403 4.0104713786394588e-05 0.10001053479328377 -0.054102730764718457 0.044344151789539682 -0.001299914738696486 0.0020135132795805716 0.00024472561550890513 -0.00095507263293745153
leaf_weight=0.0010401408695176603 0.54018607315346301 1.0176262560962634 1.5137436865705423 0.56674977360307721 9.9769712997475981 0.001723970250906314 0.0017347558901519792 0.001004405462467016 0.0010102495196031569 0.0016075613191591509 0.0016439732809576668 0.0010081290039409829 0.51663290493888725 0.0010939955881179813 0.52356958607913018 0.51185653752636262 0.50726111068706814 0.0011063879364088258 0.51524050481024675 0.5200608873029634 1.5091288940009091 0.52314467187145908 17.754590949547534 0.001816642310586758 0.0019345663032076274 0.0015269006729037304 0.51844586317929398 0.52220978345919444 4.0446770100078142 1.5148840943709654
leaf_count=200 204 34 38 36 592 61 193 179 50 363 115 93 54 47 39 23 18 229 50 39 140 114 1171 9 162 66 56 39 135 84
internal_value=2.96569e-07 1.3247e-05 0.000496467 -1.72999e-05 -3.37595e-05 4.93549e-05 -0.0154741 -0.00582224 -0.0380883 0.00333236 0.0119813 -0.00308296 5.52057e-05 1.09695e-06 0.000709087 1.42493e-05 -0.000824921 0.0176315 -0.000212685 -0.000328925 0.000390062 6.19543e-06 3.12122e-05 0.0200514 -0.0118349 0.0193643 2.59742e-05 5.48125e-05 0.000446981 -3.81319e-05
internal_weight=43.1152 42.575 2.53137 40.0437 39.4769 26.9555 0.0101556 0.00911546 0.00201465 0.00710081 0.00536605 0.00372208 26.9454 24.886 2.05932 1.53575 1.01912 0.00211452 12.5214 10.497 2.02437 24.8843 24.3612 0.0063721 0.00455546 0.0026209 24.3548 23.8364 4.56689 19.2695
internal_count=4633 4429 72 4357 4321 3500 1422 1222 229 993 800 685 2078 1944 134 95 41 322 821 631 190 1883 1769 284 275 113 1485 1429 174 1255
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=8 8 19 2 16 6 6 16 15 17 8 8 9 2 16 7 19 13 18 5 16 10 18 15 4 14 6 15 18 15
split_gain=4.6133e-05 5.09246e-05 7.80101e-05 0.000365618 6.12658e-05 4.75387e-05 8.97031e-05 0.000293877 0.000257587 0.000107521 0.000357657 7.19931e-05 0.000154204 0.000802717 0.00100959 0.000135978 0.000139295 0.000141558 0.00030657 0.00010311 9.98131e-05 8.91354e-05 5.51028e-05 5.35492e-05 4.86923e-05 0.00135903 0.00306247 0.00194117 0.00100143 0.000879903
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 201.25557642380002 22.764946765650006 16.465384711100004 16.415383542800004 22.624947093000003 42.076928760450009 191.20566072810004 8.3434888241000014 8.4434108459500017 205.22231928645002 108.01392853780001 22.574947209950004 22.398098708400003 14.351157895250003 117.51519334005 13.360173059150002 23.286780469550006 22.544947280100004 62.046925192600007 13.565012728250002 11.870705757150002 285.22127102665007 296.81449678410007 14.935348962050002 26.135540888150004 12.880535946600002 24.673905035600004
decision_type=2 2 2 2 2 2 2 2 2 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 9 23 10 -8 15 13 -13 -15 -7 20 -18 -19 -20 -17 -22 -11 -1 28 26 27 29 -25 -26
right_child=-2 2 3 -5 -6 11 7 -9 -10 22 -12 12 -14 14 -16 16 17 18 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.018153973936977871 -0.00091776713739044201 -1.2201541055472761e-05 0.0029727651038347 -0.00079985979384893991 0.0010172356506640656 -0.001509054019654197 -0.00082550809579401093 0.0026520435374130964 -0.0022075989315018785 0.00015308105112906572 0.0029221284112476119 5.198555877453448e-05 0.00018831848988729507 5.3572598182512883e-05 -0.006132290363167571 0.00031760291468387373 -0.00017792009907442884 0.003322251726781899 -0.00066552345756313355 0.0013447740894244168 -0.0018946944535764712 -0.00028160456681488373 -0.00072056417513405725 0.062825853021039144 -0.0095804234888683219 0.00024114137961812719 0.099698178044089147 -0.075921492703586821 -1.9576497525813981e-05 0.090073919692967366
leaf_weight=0.0016227457755729749 0.54051569848562664 1.5027038396074197 0.52260441652288114 0.50523418843574319 0.56623943373051489 0.50933440790273277 0.50397409281384475 0.52984865937652603 0.53647400224039188 2.5086265854202963 0.51476034183883712 2.8701622282698449 2.5055412995998267 0.50610961479287631 0.55118099769304862 1.5044032415990929 1.0094695519010204 0.51986242753326184 0.51070911407055042 0.50985580695368071 0.51908364887509573 1.0073042111375798 1.013658473590892 0.0025358696905176661 0.0018406802267563194 0.52763778381657545 0.0044392856252670754 0.0025551305520821188 20.804170112907894 0.0017083265447581653
leaf_count=501 204 16 26 30 36 514 22 72 157 75 21 39 32 12 68 8 19 30 24 18 43 14 32 109 79 871 11 24 1519 7
internal_value=2.73808e-07 1.19293e-05 0.00044699 0.00111833 -1.55646e-05 -3.03787e-05 4.44205e-05 0.000423391 -4.33971e-05 0.000163351 0.00106815 -0.000191372 -0.000424661 -0.000815715 -0.00317121 5.50547e-05 0.000197807 0.000742485 0.00134564 0.000338785 -0.000260448 -0.000830173 -9.83404e-05 1.0993e-05 1.2374e-05 0.000951493 0.0365005 -0.00946049 -1.19171e-05 0.0383885
internal_weight=43.1142 42.5737 2.53054 1.02784 40.0431 39.4769 26.9539 5.07087 21.883 4.54102 1.01873 12.523 6.43299 3.92745 1.05729 6.09002 5.58069 2.5499 1.54043 1.02056 3.03079 1.52639 3.52229 21.3465 21.3449 0.538181 0.0105434 0.00610414 20.8067 0.00354901
internal_count=4633 4429 72 56 4357 4321 3500 222 3278 150 43 821 151 119 80 670 156 91 72 42 65 57 107 3121 2620 992 121 110 1628 86
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=16 17 13 4 9 16 15 6 17 2 7 17 13 9 0 6 7 16 16 13 5 18 0 6 6 3 7 17 15 13
split_gain=3.78779e-05 0.000245696 0.000312754 0.000170169 0.00047551 0.000119921 0.000232089 0.000126141 0.000106803 0.000422664 9.62894e-05 0.00028786 0.000221351 0.000252496 0.000462696 8.55009e-05 0.00261941 0.00355781 0.00149784 8.17407e-05 8.48601e-05 0.000132499 0.000115288 0.000110812 7.7952e-05 0.000163758 7.55768e-05 6.30904e-05 4.85403e-05 7.5209e-05
threshold=22.624947093000003 199.05253715360001 117.46680109370001 143.58239362595003 198.14098854835004 22.594947163200004 44.024213102900006 16.475384944750001 188.13858192940003 147.79312796670004 23.276000438150003 190.37043331840002 117.55283175385001 204.99169312540002 85.882794977150013 16.565387047600002 24.176603375500004 21.374950016100005 19.314954833200002 117.61735474900001 24.225659292200003 12.880535946600002 86.345209775600011 16.555386813950005 16.505385645700006 93.776108048150022 22.995234593000003 196.01244718945003 42.968808980200009 117.66037007905001
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 7 27 24 -10 11 -11 -12 14 -14 19 17 18 -17 20 21 -5 23 -23 25 -4 -20 -7 29 -26
right_child=1 -3 8 5 -6 6 -8 -9 9 10 12 -13 13 -15 -16 16 -18 -19 26 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.012801226823496811 -0.0023431302397738376 0.0022596399244770404 -0.0021898149473436124 -0.036075899282969663 0.049929441799920211 0.00076204320604771243 -0.002523419903697156 -0.00099440509323576337 0.0031580187004174999 0.00052854167363815339 -0.00069840590311337979 -0.0023690019562506962 5.2821384029554889e-05 -1.0553757905202677e-05 0.0042922967580738972 0.034451658190518507 -0.00024641457079487163 0.052664398931534274 -0.06678683844709786 0.0012447471861337213 0.0012449148103825657 -0.0021111992987455589 -1.0316553696269701e-05 -2.9604532982756501e-05 0.00022947390123793389 1.7199827514100025e-06 -0.100053428880578 -0.0002564610806904569 0.00058620590260738826 -0.00081336394799858013
leaf_weight=0.0024060466298497776 0.51979703144216038 0.52813188902109764 0.51452359125369174 0.0010212194485025297 0.0024275245193621231 1.0213791277456032 0.51968475823475646 1.5330176027400737 0.53634528710972507 1.0078519011633487 1.0053478216959777 0.51964207352173719 0.5045894872405372 1.0077655636358711 0.52558826225140365 0.0015113684623870296 0.50167559905366943 0.019092547056061449 0.0010729177663830192 0.513047526483425 0.51141955865662581 0.52343662399850177 23.845392035299355 0.50005067430174677 2.0059382666222523 1.0107798434587634 0.0018787970184348524 1.503396462990551 1.3693569506342784 1.0554487604111953
leaf_count=24 51 86 21 98 18 36 92 36 57 41 12 45 12 23 30 374 6 35 77 28 145 80 3005 4 13 39 7 30 36 72
internal_value=3.37806e-07 0.000150303 5.41269e-05 -5.82472e-05 0.0187035 -6.11729e-05 -0.000533711 -0.000278888 0.000166761 0.000502299 0.000190671 -0.000457181 0.000515842 0.00111485 0.00221577 2.06995e-05 0.00128383 0.0338743 -0.0465077 -4.92147e-06 -3.01818e-05 -5.64026e-05 -5.49235e-05 -0.00109418 -0.000120953 -0.00073754 -0.0879614 0.000155567 9.13101e-05 -0.000130057
internal_weight=43.113 12.1111 11.583 31.0019 0.00483357 30.9971 4.57748 4.05779 11.0632 5.10713 4.57079 1.52749 3.04329 2.03794 1.03018 26.4196 0.525231 0.0235556 0.00446308 25.8944 25.3813 24.8699 24.8689 1.02349 5.95605 1.5253 0.00295171 2.52478 4.43074 3.06139
internal_count=4633 538 452 4095 42 4053 194 102 401 220 163 86 77 65 42 3859 499 493 458 3360 3332 3187 3089 84 181 60 84 66 121 85
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=8 15 3 8 16 13 10 7 18 7 19 9 9 17 9 17 2 9 9 2 18 9 9 17 13 16 10 9 16 6
split_gain=7.72491e-05 5.68169e-05 0.000164414 0.00130136 0.00031846 0.000679623 0.00017962 0.000297603 0.000228345 0.000156884 9.93081e-05 0.000316782 0.000211445 0.000148987 0.000353385 0.000132464 0.000384029 5.99438e-05 0.00015471 0.00028586 0.000609451 0.000132355 0.000121052 0.000185287 0.000109614 0.000405697 0.000140344 9.18964e-05 0.000218134 6.96816e-05
threshold=8.8430989333000021 46.723315192750007 76.190903416900014 7.7439566930000003 12.604970524100002 96.607054459550014 89.89935142405001 27.266563853300003 16.161386252450004 23.543468673550006 14.451165964200003 201.16241229375001 199.39609444495002 188.27285108100003 192.20980299475005 195.18216166535004 146.87900114440004 199.17419511990002 197.47612518640003 161.07012613040004 14.646070254650002 197.20558004415003 200.52256857420005 197.02652249450003 117.60660091645001 22.664946999500003 62.025417527550012 194.45262321395003 22.584947186600004 16.555386813950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -1 -3 17 12 13 -12 -15 -16 -17 18 21 20 -20 24 23 -19 26 -26 -6 29 -29 -28
right_child=-2 9 4 -5 10 -7 -8 -9 -10 -11 11 -13 -14 14 15 16 -18 22 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.017486761659152431 -0.0011887447359783087 -0.0020129332083352615 0.0078549073752244344 -0.10004063136082429 0.0016563994066273891 -0.081938188736494819 -0.028194528336925206 0.045936049186121479 -0.043685315525171284 0.00013613081459011732 -0.00060651928670871788 0.0027437265841202471 -0.0017409498700262987 0.0030912231542941778 -0.00031643128971295907 -0.00080688312276252822 0.0030524757079637976 0.0014540678443898027 -0.0045051342003692664 -9.8507533267686465e-07 0.0003416736185154567 0.0015519621801639444 -5.9055379848403526e-06 -0.00010974567468954922 -0.0031561635285905637 -8.4002828058596707e-06 0.00026684205560006713 -0.0023626559605567764 -7.7114195548299677e-06 -0.00063089687101518667
leaf_weight=0.0015591444699317092 0.53950698963151111 0.51088939409758793 0.0019811989548460169 0.0014399465746536555 0.52097411563485252 0.0014670955878886356 0.0011786101204634206 0.0018798775868171802 0.0010026294122457147 1.0136767384384269 1.0517071093818255 0.54024289374603984 0.50759948876437366 0.54157705038596793 1.516092133952043 0.50783723787753821 0.52372937474638093 1.5267634829987948 0.53507681815062758 1.5138811065335174 0.50361303190584294 0.51148522234141403 17.70974114653534 1.5040457316881655 0.52369971362710765 1.8767800306468414 6.0769589768072327 0.53239978257988196 1.505851727335539 1.0080222053480987
leaf_count=141 204 92 145 133 414 150 570 155 140 69 32 109 27 106 33 15 28 28 32 42 17 14 888 16 125 35 727 97 16 33
internal_value=3.42083e-07 1.54107e-05 3.76743e-05 -0.0152212 4.02993e-05 -0.0303481 0.00651002 0.015719 -0.00645482 -0.000584031 4.28527e-05 0.000451743 0.000185373 0.000421503 0.000771486 0.00027836 0.00115252 -1.63296e-05 -0.000167835 -0.000877552 -0.00215514 -2.3555e-05 9.40365e-05 0.000678022 -9.04603e-05 -0.000695131 6.00445e-05 -3.11139e-05 -0.000622833 0.000139115
internal_weight=43.1127 42.5732 41.0486 0.00706021 41.0415 0.00344829 0.00562026 0.00444165 0.00256177 1.52457 41.0381 5.18879 4.64854 4.14094 3.08924 2.54766 1.03157 35.8493 15.1087 2.55257 1.03869 12.5562 20.7406 3.03081 12.0447 2.40048 9.64421 9.12323 2.03825 7.08498
internal_count=4633 4429 4268 1139 3129 295 1006 436 281 161 2834 350 241 214 182 76 43 2484 1552 91 49 1461 932 44 1447 160 1287 873 113 760
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=8 15 16 3 8 16 13 10 7 19 19 8 7 17 15 19 3 10 18 2 13 5 9 5 2 8 7 9 8 7
split_gain=6.25237e-05 4.6001e-05 0.000143364 0.000139031 0.00118516 0.000267421 0.000601586 0.000147222 0.000247122 0.000192715 9.99466e-05 7.11529e-05 0.000122308 0.000282879 0.000220541 9.95282e-05 0.000226983 5.48267e-05 0.000862848 0.000958631 0.000290974 0.000288722 0.000263487 0.000141658 8.47181e-05 0.00023446 8.37163e-05 0.000481581 0.000111318 0.000432902
threshold=8.8430989333000021 46.723315192750007 22.584947186600004 76.190903416900014 7.7439566930000003 12.604970524100002 96.607054459550014 89.89935142405001 27.266563853300003 11.550931964450003 14.651182102100002 8.7431769115000026 20.797746106000002 171.19957438235002 22.354383166800002 14.151141757350002 93.776108048150022 61.987779113750001 12.854871756700001 86.916594916350007 117.62810858150002 11.926356180100003 38.778344353800001 24.225659292200003 172.27786944220003 8.3434888241000014 22.721067571950005 190.64005357525002 8.4434108459500017 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -1 11 12 13 14 -7 -13 -17 20 19 -19 -14 22 -20 26 -22 -26 27 -23 -28 -30
right_child=-2 2 -4 5 -6 10 -8 -9 -10 -11 -12 15 17 -15 -16 16 -18 18 21 -21 24 23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.038266210075908996 -0.0010690660906708684 0.00017477275060343497 -0.0018679520060907583 0.0070738017951254466 -0.10003676652676917 -0.040409469297292146 -0.079055956418092543 -0.025579103999461218 0.042236107925527969 0.017557148243220546 0.0014088328143334874 1.6809816733448075e-05 -0.0025703423341689674 0.047473946581622503 0.017156632705208442 0.0027668413525691327 -0.00021205921099973712 0.012623990435950104 -0.00032635435335938402 -0.10012949836842787 -0.00030407234737915247 -0.00013591697408468561 -0.071590696146891328 0.0016894993032709497 -0.00081221130876618804 0.0021895017169120119 7.8738643225598724e-05 0.0032695890931362537 -0.0031364815968473354 -0.00015918002357134274
leaf_weight=0.001065813773451464 0.53989050832751573 1.0023661302681433 0.52275315944198886 0.0019800367140588417 0.0013029653154109505 0.0010256828702021039 0.001373459551131483 0.0011697082146191924 0.0018421869084198628 0.0014732498778440295 0.52551197058346488 1.5030045877938385 0.51698484447338344 0.0017847315322147284 0.001895230186861413 0.51784157646761719 0.50546447029773844 0.0013002306623214879 0.0010016706248426868 0.0017949985486051534 3.4399470215212204 2.022413427078916 0.0010762777166219983 0.51176996678910924 0.50800348849361376 0.53347599916924082 22.288410510181578 0.52253442924029503 0.52439954759310037 7.1069881592044775
leaf_count=156 204 27 134 145 133 130 150 570 155 125 40 16 32 200 229 28 16 9 147 59 80 138 79 53 20 48 1148 34 52 276
internal_value=3.1655e-07 1.38783e-05 -0.000525396 3.39153e-05 -0.0142074 3.62937e-05 -0.0282015 0.00593918 0.0143539 -0.00587563 3.86013e-05 2.08266e-05 -1.33515e-05 0.0161076 -0.00305779 0.000534717 0.00129541 -1.53488e-05 3.14244e-05 -0.0527645 -0.000323979 3.63796e-05 -0.0372379 3.87284e-05 -6.48348e-05 0.000725353 1.27058e-05 0.000563309 -3.41279e-05 -0.000363769
internal_weight=43.1118 42.572 1.52512 41.0468 0.00685392 41.04 0.0033535 0.00555096 0.00438125 0.00253906 41.0366 40.5111 37.9848 0.00470564 0.00292091 2.52631 1.02331 37.9801 32.9817 0.00309523 4.99841 32.9786 0.00207795 32.9765 4.48143 1.04148 32.4647 2.54495 29.9198 7.63139
internal_count=4633 4429 161 4268 1139 3129 295 1006 436 281 2834 2794 2734 559 359 60 44 2175 1995 68 180 1927 226 1701 148 68 1648 172 1476 328
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=8 19 16 18 9 6 3 13 6 6 0 3 17 16 5 16 16 12 6 5 5 4 15 16 16 9 0 15 2 17
split_gain=5.06068e-05 4.80144e-05 0.000160996 0.000307388 0.00018381 0.000365048 8.10727e-05 0.000101297 5.87609e-05 0.000229491 0.000712097 0.000113325 6.50291e-05 0.00011383 6.32562e-05 0.000257491 0.000139936 0.000240726 8.63648e-05 0.000108623 6.58614e-05 0.000119972 4.53927e-05 3.75053e-05 0.00024134 0.00393445 0.010395 0.00853563 0.00511351 0.00421583
threshold=8.8430989333000021 14.451165964200003 22.534947303500005 13.602243858600003 192.20980299475005 16.385382841850003 93.345954747300013 117.64961624655002 16.465384711100004 16.505385645700006 85.882794977150013 93.017962855400015 183.44170283300005 22.664946999500003 21.836296031200003 22.624947093000003 22.614947116400003 190.46998066150005 16.405383309150004 22.327062271350005 21.482549112100006 128.88186563570002 38.133874083650007 18.664956353200004 15.954962690350003 191.61296531520003 96.082805124100005 29.171703351550004 106.26660184425002 233.73537723675003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -8 14 10 -10 -11 -13 22 20 16 17 -16 19 -19 21 -1 -14 24 -23 -26 27 28 -27 -28
right_child=-2 2 3 -5 6 -7 7 -9 9 11 -12 12 13 -15 15 -17 -18 18 -20 -21 -22 23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.031242587400058565 -0.00096151762265578311 -0.0013852015319048734 -0.00057536678136641103 0.0027017102431610967 0.00016078434113210225 0.003176033852317526 -0.0018704559492929225 6.6413395831889512e-05 0.0001992265713509957 -0.00068590556409495662 -0.0043250523018316198 -0.00063439488733843421 -0.0002693408684565446 0.001254495190932816 0.0023294959272270044 0.0024389735807330108 -0.0014419921225085819 0.00028266400766584915 0.00037326911765057626 -0.0017884624355035896 -0.0011463319021284999 -1.799275923612524e-05 0.00036714981989234585 0.00011246079478103552 0.00032112871643345125 -0.026704015821336857 -0.10008346139393409 -0.07700015806371957 0.089281317446127453 0.057194317751782325
leaf_weight=0.0012286878336585918 0.54023557149597579 0.52546501248036559 0.50290767134165182 0.54351100694131549 2.5117663036799063 0.53571276622825792 0.52536962454127134 0.5555545576198142 1.0102302309264537 2.0146579215930975 0.53061409007057125 0.86198998733576626 2.0142001035686041 1.0185303904141845 0.51672894785300227 0.53904051822477494 0.50667947711988048 0.5034672482459609 2.0107982557762698 0.50947254281051324 0.50906556300362638 8.099459214181568 2.5252288190673511 13.148783060677031 0.50576574986089951 0.0056629632836120427 0.017771663631620527 0.0074439274097957133 0.01156157833747784 0.0018850879995113692
leaf_count=8 204 57 15 137 25 123 53 15 48 37 33 477 34 27 151 73 19 25 23 137 40 1683 46 484 209 48 168 168 21 45
internal_value=2.59705e-07 1.2465e-05 0.000282563 0.000451912 0.000187885 0.00135958 -0.000150843 -0.000874978 -2.92931e-05 -0.000236581 -0.00135878 -3.15764e-05 0.00017376 0.000299098 4.75912e-05 0.000385833 0.000112375 0.000334822 -6.04931e-06 -0.000759039 -2.19443e-05 4.31255e-06 8.47311e-05 6.07382e-06 -0.000155652 -0.00218253 -0.0307502 0.0124785 0.0511485 -0.0850005
internal_weight=43.1108 42.5706 5.70029 5.17482 4.63131 1.03862 3.59269 1.08092 36.8703 9.97545 1.54084 8.43461 6.41995 5.55796 26.8948 4.58619 4.04715 3.54047 3.02374 1.01294 22.3086 21.7996 4.53943 21.7983 8.64955 0.550091 0.0443252 0.0246685 0.0172245 0.0196568
internal_count=4633 4429 425 368 231 138 93 68 4004 702 81 621 584 107 3302 428 355 336 185 162 2874 2834 80 2826 2342 659 450 237 69 213
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=15 16 19 10 17 15 17 15 12 12 10 18 5 9 9 0 5 8 9 17 15 16 17 9 19 2 6 18 12 6
split_gain=6.12151e-05 0.000142097 6.54013e-05 6.47295e-05 0.000162931 0.000263075 0.000234086 0.000231788 0.00014988 0.000149455 0.00010489 0.000471775 9.67173e-05 6.53921e-05 0.000399387 0.00022821 0.000287384 0.000141695 0.000133804 0.00018708 0.000161005 0.000109299 0.000106416 0.000154673 8.44737e-05 0.00030458 0.000123034 0.00013579 7.97189e-05 0.000207891
threshold=46.723315192750007 22.584947186600004 14.651182102100002 61.93938686740001 188.27285108100003 41.195083317300011 191.86029796145002 42.629181320700006 160.67073594290002 58.770113158150004 61.987779113750001 13.140498728250003 24.225659292200003 197.47612518640003 195.97407267990005 86.345209775600011 21.100330328400002 8.543332867800002 198.73585755510001 195.59800312745003 40.856592954650004 22.664946999500003 195.18216166535004 190.64005357525002 14.351157895250003 147.79312796670004 16.445384243750002 13.220529463200002 94.177001085000015 14.235332606250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 8 -1 -5 11 -11 13 14 17 16 -15 21 19 -17 28 22 24 -24 26 -26 27 -12 29 -20
right_child=1 -3 -4 9 5 -7 -8 -9 -10 10 12 -13 -14 15 -16 18 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0023039138278424282 7.5983050257755688e-05 -0.0019554245707069672 0.0011248918712550779 0.038567075104666559 0.0017492484278364502 0.0029659520957502007 -0.0012826347846176256 0.0010205610635194012 6.9864506199196201e-05 -2.552074028338169e-05 0.0016929064679679811 -0.0033302834575703634 0.0013819060174352193 -0.00029785549360310324 0.0028458344338018367 -0.0017392140978071732 -0.0032002765246933445 0.0016834316813972867 0.0023404198463380199 0.0001798758210981999 0.0018027586038779542 -0.0014474456246233386 0.00033342453252949047 -0.0021058962887303806 0.0027573631395121541 0.00013175384659770638 -0.0010605639126554215 -2.4785339222555367e-05 -5.5564654660207736e-05 1.7075771002819414e-05
leaf_weight=0.56166500641445161 1.0025915910610623 0.52447432614340384 0.53171950860178085 0.0010032254649762198 0.51004242656084231 0.53989016307377835 0.50857486606710456 0.8684644752793248 0.50527218519433814 2.5074430061001816 0.51222681312460494 0.52187755324629836 0.51283536765841731 1.0031059392913322 0.5399929452800557 1.0231555532934948 0.51695982060537993 0.51368653140791565 0.51697760404149251 1.0088228838135362 0.52009110017951954 0.50864407500921593 0.51261070324956459 0.52736586278521713 0.53612354075448854 2.5116502666496672 1.0079680146358212 4.5338955705908335 16.207115662857994 1.510112705994288
leaf_count=313 29 149 70 9 21 44 39 20 182 41 131 91 120 9 76 31 59 25 59 25 70 16 507 99 144 31 21 909 1225 68
internal_value=1.16311e-07 -0.000621709 2.29538e-05 8.67961e-06 0.000420377 0.00118136 0.000235491 -0.000192418 -0.00117976 -2.96238e-05 -3.06549e-05 -0.00059485 1.88516e-05 -1.70154e-06 0.000189724 -0.000102143 -0.00128494 6.12523e-05 -1.56467e-05 -0.000786437 6.78664e-05 -1.69875e-05 5.47543e-05 -0.00090354 0.000164249 0.000593616 -5.19048e-05 0.000149576 1.83824e-05 0.000609608
internal_weight=43.1064 1.52707 41.5793 41.0476 3.49391 1.55851 1.01862 1.9354 1.06694 37.5537 37.5527 3.02932 34.5233 34.0105 11.7042 22.3063 1.52007 11.1642 20.7863 2.03198 18.7543 10.6505 10.1418 1.03998 9.10186 3.04777 6.05409 5.04612 18.2342 2.02709
internal_count=4633 178 4455 4385 619 104 60 515 495 3766 3757 132 3625 3505 1959 1546 68 1883 1478 56 1422 1858 1842 606 1236 175 1061 1040 1352 127
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=8 16 4 5 7 19 5 13 2 13 2 4 8 9 6 12 10 7 12 15 16 0 9 9 17 9 5 13 18 5
split_gain=5.8033e-05 5.56084e-05 0.000137654 5.71022e-05 0.000176823 9.56454e-05 0.000444799 0.000194564 0.000172518 0.000150901 0.000705749 0.00028591 0.000185571 0.000653138 0.000170992 0.00023869 0.000196384 0.000154782 8.74344e-05 7.29886e-05 5.8522e-05 7.30909e-05 4.53931e-05 0.000115532 0.000121273 0.000104774 0.000323891 6.42651e-05 0.000459989 0.000107222
threshold=8.8430989333000021 22.764946765650006 128.88186563570002 24.453399453300005 23.543468673550006 14.451165964200003 22.744024947450004 117.61735474900001 156.97960885415003 97.873318238950006 134.46474107450004 143.58239362595003 3.1475436881500003 209.24553857890001 3.6650856341500009 247.65401887280004 84.92839234085001 20.797746106000002 251.26407571030003 16.891056077300004 22.574947209950004 85.990333302400003 199.17419511990002 200.84251237905002 192.19686994285004 198.14098854835004 22.627560662300002 104.04332964835001 15.917243450850002 16.316541761950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 8 20 10 -4 -11 14 -14 -12 -16 -17 -13 19 -19 -7 -22 25 24 -24 -21 -27 28 -25 -29
right_child=-2 -3 3 4 -6 6 -8 -9 -10 11 12 17 13 -15 15 16 -18 18 -20 22 21 -23 23 27 -26 26 -28 29 -30 -31
leaf_value=-0.032970252095915968 -0.0010300661669045582 0.00099511719114985376 -0.081448472878852929 -0.0021059788419205347 0.00016896528279422801 -0.00055338503573888395 0.0031497555655174789 -0.001720657833343305 0.0020158936533860475 0.042183560055851117 -0.01858285146918387 0.03819819008851548 -0.076458839114292965 0.025610625325243927 -0.016573937572783446 0.010569833086999774 0.06396338660018501 0.021031905664811515 -0.0013207345837721112 -7.3453632655287712e-05 -0.0002253998586826244 0.00097585823633426099 0.0012643906100930637 -0.0031523161482651693 0.00013518887581752246 -0.0028641126168284883 0.00068700162679237952 0.0014643919183723974 0.00018477288839524996 -4.5665582273622622e-06
leaf_weight=0.0012662931933452573 0.53994624635814048 0.56905559145889029 0.0012881491337478632 0.51586727389843012 1.0117522362330627 1.0153503877008914 0.53964021288341957 0.51564232457303649 0.53347446428517731 0.0016044980602448735 0.001694766335621184 0.0010590970165073035 0.0012324486223628806 0.001275995514495365 0.0012724553914422454 0.0014598436243939972 0.0013043331831568139 0.001648024780080414 0.5183309506679582 14.057634471049139 1.0104077283613153 1.0156579468020934 1.5304663684455615 0.51903563849305401 2.5123646959491452 0.52277601569039578 0.50491186333510996 0.51645575906610197 2.0230029157089149 13.119555284736371
leaf_count=12 204 49 324 633 56 37 81 41 86 8 425 68 166 162 203 87 43 29 310 707 28 39 31 82 36 32 18 45 147 444
internal_value=1.41949e-07 1.32099e-05 -9.47133e-08 8.99422e-07 -0.000599269 2.35548e-05 0.000451264 9.52679e-05 0.000357197 -3.17036e-05 -0.0126148 -2.83573e-05 -0.0018539 -0.0245381 0.00807424 0.0192661 0.0357647 -3.02478e-05 -3.13779e-05 -1.24497e-05 6.62562e-05 0.000376786 -1.3432e-05 8.4505e-05 0.000562663 -0.00014471 -0.00111942 -3.49848e-05 -0.000496597 5.10694e-05
internal_weight=43.1064 42.5665 41.9974 41.9962 1.52762 40.4685 4.63017 4.09053 3.57489 35.8384 0.00952799 35.8288 0.00823984 0.00250844 0.0057314 0.00403663 0.00276418 35.8272 35.8262 35.3079 3.04142 2.02607 35.3062 20.2209 4.04283 15.0853 1.02769 16.178 2.54204 13.636
internal_count=4633 4429 4380 4368 689 3679 312 231 190 3367 1410 1957 1086 328 758 333 130 1949 1881 1571 104 67 1542 785 67 757 50 718 229 489
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=8 8 16 5 6 6 5 3 5 16 15 16 15 19 5 19 8 8 19 18 0 7 19 8 6 5 2 4 6 3
split_gain=4.69757e-05 4.61142e-05 8.25358e-05 7.99188e-05 4.98304e-05 9.67169e-05 0.000501871 0.00621772 0.00387535 0.0040631 0.00566582 0.00268727 0.00415696 0.00322608 0.00241877 0.00286524 0.00224403 0.000356385 0.000224884 0.000192274 0.00024789 0.000850725 0.000176879 9.17524e-05 0.000233631 0.00018368 7.62389e-05 0.000434332 0.000142376 7.02562e-05
threshold=8.8430989333000021 8.7431769115000026 22.764946765650006 21.990725385850002 16.465384711100004 16.345381907250005 20.769304081650002 92.367355987800025 25.704065249550002 22.614947116400003 42.33967733730001 22.634947069650003 37.882159664350006 14.451165964200003 22.744024947450004 14.251149826300002 8.2435668022500028 8.4434108459500017 13.151061067750001 13.713893333650001 86.538778761000017 23.131311951800004 14.651182102100002 8.3434888241000014 16.435384010100005 22.127107789600004 216.39684782960003 284.07887079910006 16.505385645700006 92.695347879750017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 11 9 10 17 12 18 14 15 16 -14 -9 -8 20 23 -22 -21 -7 25 -25 27 29 -28 -6
right_child=-2 3 -4 -5 26 19 7 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=1.1966126786334253e-05 -0.0009264525632244543 0.0011115104872114212 0.0011836756395265883 -3.4819063038306305e-05 -0.0009421235302169771 -0.00028463493902915882 -0.055843724403342759 0.037013847950775593 0.048814593076730195 -0.098906753578072687 -0.10015065756446224 0.0010071787290911213 -0.080412913519231327 -0.080114561390310021 -0.0470757535344071 0.073090502258727694 0.032713202829520276 0.10002211053053466 -0.10029081808376741 -0.0022490088543914411 0.00024280480835932661 0.0049155766607629848 0.00038667442132039865 0.0010285539752292704 0.0024485658470790022 -0.00087517401925791551 0.001800890906535526 -0.0031231617889859644 -0.00012449093802222575 -6.8075295264792977e-05
leaf_weight=18.257937687810561 0.54027881061386906 1.0169360053405392 0.56699334147196978 1.5130596259612188 1.0249126655530165 2.5166760151953564 0.0013853364320260122 0.0014305876158199329 0.0032989871728846812 0.014122436143228612 0.003439980567046419 0.51247701776037502 0.0030341017134762893 0.0050756339842337175 0.0055822523513384672 0.0075796978489961475 0.0041544553000457396 0.0024098604335449636 0.0063845781903140164 0.5170740503204454 1.5068734341184611 0.5254900001164059 0.50163377786520869 1.0170080824464101 0.52402371666185654 1.0102821159652231 0.51522457581533121 0.51967857475123835 1.5086729513635249 8.9526543424324547
leaf_count=2650 204 34 36 38 33 83 87 129 34 33 16 45 21 31 31 35 35 4 25 43 15 78 4 21 45 35 50 39 140 559
internal_value=1.40366e-07 1.19015e-05 -1.42638e-05 0.00042595 -3.14731e-05 4.51193e-05 -7.92863e-05 -0.00300031 -0.0520727 -0.0676232 -0.0069399 -0.000778879 -0.0283518 -0.00878987 0.00899927 0.0301951 -0.0150344 0.0765512 -0.0923661 0.000333619 0.000517947 0.001451 -0.000951141 0.000143774 0.000566368 7.9848e-05 -0.000196311 -0.00030466 0.000365654 -0.000157859
internal_weight=43.1058 42.5655 40.0355 2.53 39.4685 26.9474 18.8283 0.570375 0.0247019 0.0214029 0.00728043 0.545673 0.0331961 0.0254261 0.0203505 0.0147683 0.00718856 0.00384045 0.00776991 8.11906 7.10035 2.03236 1.01871 5.06799 2.55131 2.02729 12.5211 10.4972 2.0239 9.97757
internal_count=4633 4429 4357 72 4321 3500 3176 526 216 182 149 310 265 153 122 91 56 133 112 324 277 93 47 184 101 56 821 631 190 592
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=15 7 19 10 17 7 2 7 10 18 15 2 5 16 17 0 2 3 16 0 6 5 4 5 18 5 5 9 6 2
split_gain=4.68696e-05 0.000138391 7.37132e-05 5.63987e-05 0.00016602 0.000260979 0.000212466 0.000152482 9.53089e-05 0.000356927 9.49148e-05 0.00059879 0.000194842 0.000626554 0.000173115 0.000166868 9.01436e-05 8.94292e-05 0.000155597 8.63509e-05 5.46803e-05 0.000135532 0.000345035 0.000197586 0.000122226 7.19235e-05 0.000305233 9.08014e-05 8.07392e-05 8.00523e-05
threshold=46.723315192750007 23.543468673550006 14.651182102100002 61.93938686740001 188.27285108100003 23.602039070650005 111.53582144370002 21.554186973500006 61.987779113750001 13.140498728250003 37.882159664350006 147.79312796670004 20.911722254300006 22.584947186600004 197.02652249450003 86.904409066750006 199.01127796720002 93.216908757050007 22.544947280100004 86.420486603250012 16.355382140900002 19.897785533950003 264.81529982115006 19.480650800750002 13.304953393500002 17.352342178450005 17.640922824350003 195.34352961910002 14.745344522600002 156.09660346185004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 9 -5 12 -12 19 14 17 -13 -7 18 -14 -10 21 23 -23 25 -22 29 -27 -28 -29 -21
right_child=1 -3 -4 8 5 16 -8 -9 10 -11 11 15 13 -15 -16 -17 -18 -19 -20 20 24 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-2.8403584595266783e-05 -0.0018811727106718742 0.00013360935573114037 0.0011897054408503177 -7.3153551388139827e-05 0.002925090776583521 0.00115375400556223 0.0014968763618834701 -0.0021536460029598537 0.0013046919526984964 -0.002945832396837691 0.0034990469444983359 -3.4967662641691117e-05 0.0019238298240162638 -0.0039607054795284882 -0.0018883936489759228 0.0017847443205350547 -0.00073207616032653407 -0.0010595126111274367 -9.0786812386289459e-05 -0.00023864785037993306 -3.8405464289580329e-05 0.003028570333355574 -0.0001334141930497641 -0.001960451362149803 -0.0018185372914072324 0.0025906311891077493 -0.0011886295159855642 8.5579561024114618e-05 0.0013611415065863917 0.00069135726420703665
leaf_weight=0.8571297752768674 0.51375327291681294 1.0133884637339337 0.53176021109948024 2.5066524513269637 0.54373771667086246 0.50629196719444258 0.52097577719590549 0.556978188510584 0.51905344287933886 0.52271174910129037 0.54898134194081372 7.5594772077148598 0.51489668391323862 0.52378217450313957 0.51414796566389931 0.53992011589223299 0.50759726095964197 0.50908797725658095 1.5007957010529933 9.098794379827817 1.5003453259123483 0.52612883560144719 1.002966672068168 0.51293342597732916 0.51917637949357587 0.52448155252977802 0.51467216312147357 6.018514683139184 0.54081843693814047 1.0303688742860799
leaf_count=127 106 72 70 41 60 10 355 33 60 91 77 145 151 33 43 180 34 178 7 846 9 54 84 60 73 50 125 189 100 1170
internal_value=-1.01609e-07 -0.000544193 1.9885e-05 4.72798e-06 0.000389089 0.00115754 -0.00022947 -0.000865478 -3.10246e-05 -0.00056883 1.61724e-05 0.000302969 -7.97007e-05 -0.000766418 -0.000215858 8.63375e-05 0.000209625 0.000124738 0.000423835 2.99705e-05 -3.95361e-07 5.02359e-05 0.000954557 -2.55726e-05 -0.00049604 3.04113e-05 0.00026297 9.03926e-05 0.00019075 -0.000144045
internal_weight=43.1003 1.52714 41.5732 41.0414 3.49271 1.55763 1.93508 1.41411 37.5487 3.02936 34.5193 8.64838 25.871 3.56271 3.03893 8.0994 1.01389 2.52478 2.01569 22.3083 21.7892 19.7697 1.5291 18.2406 2.01952 17.7277 7.59849 7.07401 6.55933 10.1292
internal_count=4633 178 4455 4385 619 104 515 160 3766 132 3634 402 3232 412 379 325 44 336 158 2820 2760 2678 138 2540 82 2480 464 414 289 2016
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=8 16 8 19 2 10 15 7 17 10 7 7 3 10 16 19 16 7 18 18 3 18 0 7 16 9 19 19 5 9
split_gain=6.75536e-05 5.39681e-05 6.15165e-05 0.000116966 0.000251944 4.77868e-05 0.00012295 0.00038727 0.00269275 0.00339666 0.000574147 0.000380151 0.00027967 0.0001677 0.0003898 0.000819225 0.000164807 0.000122546 0.000582274 7.099e-05 0.000301065 0.000102993 0.000410207 7.91269e-05 9.04602e-05 0.000109655 8.97794e-05 7.63287e-05 0.00027104 0.000313604
threshold=8.8430989333000021 22.764946765650006 8.7431769115000026 14.151141757350002 201.25557642380002 61.987779113750001 46.674706678850008 22.398098708400003 189.00567661160002 64.108972578700019 21.698399695800003 20.714163848350005 93.499196860750018 62.041548276350007 22.604947139800004 14.351157895250003 22.624947093000003 23.276000438150003 13.007379166650002 13.317304170000002 93.077108934250006 13.154691941050002 86.692020874450009 23.493869161500005 22.594947163200004 193.00469145105004 14.551174033150001 14.351157895250003 21.869642762900003 199.66502090505003
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 7 8 9 16 11 -11 -10 14 -9 -16 -7 18 -1 21 23 -15 -23 24 25 -21 27 -25 29 -29
right_child=-2 -3 3 4 -6 6 -8 13 12 10 -12 -13 -14 19 15 -17 -18 -19 -20 20 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.00011414598266293584 -0.0011119059032219485 0.00098140277830656712 -8.3102566055062244e-05 0.0028420653711370009 -0.00029213400517880318 -0.065179958614954167 -0.0015201724136001305 7.1184573937198888e-05 0.033278012312272141 0.035524505465713736 0.07781973419183999 -0.032883497734823956 0.1000270815426096 -2.588843579792194e-05 -0.00053755896312287534 0.0050460392392359579 -0.10006950502020395 0.00023600868212314509 -0.0036840452289907434 -0.0010346502982802293 -0.0024915660235381447 0.0032490073063929101 7.2722508175008739e-06 2.0454841591189222e-05 -0.0013301610876706421 0.001021833628283561 0.0013067847892218759 0.00012407101030011695 0.0011663731357676515 -0.003386349737897254
leaf_weight=2.8746892695897142 0.53961199289128714 0.56900544470772629 1.5019484549266047 0.52196582384203771 0.50425447255942402 0.0020341774867572915 0.51258758022885942 3.022407533868658 0.0010352858164193188 0.0016441848596959183 0.0014269528103236506 0.0016056692470444247 0.0015944117005625702 4.0252937805471474 0.515868809969106 0.535578821701165 0.004048427268571686 2.5353670261703547 0.54323422258446852 0.51522635555967367 0.52212239325112264 0.52686385817833103 1.5064344904894822 18.246249975749894 1.0074948699912054 0.5219608948530432 0.51047156259434601 0.50134412613988277 0.51003139263593755 0.51683319363903024
leaf_count=468 204 49 16 25 18 42 101 44 55 102 44 153 4 61 39 53 16 69 174 162 36 50 25 2374 8 117 26 7 30 61
internal_value=-5.26166e-08 1.40442e-05 9.36055e-07 0.000479135 0.00130201 -2.96991e-05 1.66826e-05 4.05562e-05 -0.0169631 -0.0391339 0.0249431 0.00172587 0.0737486 4.74585e-05 0.000648131 0.00230657 -0.0884016 -0.000290774 -0.000681535 -3.71844e-05 -0.00011787 0.000267146 0.000847264 -6.23674e-05 -0.000655286 2.68122e-07 -2.60233e-06 -3.64038e-05 -0.000715275 -0.00165784
internal_weight=43.1002 42.5606 41.9916 2.52817 1.02622 39.4634 33.5102 32.9976 0.0133891 0.0107594 0.00467681 0.00324985 0.0026297 32.9842 4.07386 1.05145 0.0060826 5.95329 3.41792 28.9103 22.8517 6.05859 2.0333 22.3296 2.04468 1.03719 20.2849 19.7745 1.52821 1.01818
internal_count=4633 4429 4380 59 43 4321 3610 3509 416 357 299 255 59 3093 136 92 58 711 642 2957 2821 136 75 2785 287 279 2498 2472 98 68
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=8 19 5 5 9 18 17 7 2 6 6 3 0 16 5 15 0 16 13 17 8 18 9 3 5 9 17 5 5 16
split_gain=5.46799e-05 4.56852e-05 0.000165265 0.000285306 0.000125558 0.000122728 0.000128264 0.000247576 8.40175e-05 5.92007e-05 0.000192162 0.00073345 0.000110266 7.41225e-05 0.000246756 8.13712e-05 7.25297e-05 6.3627e-05 7.99975e-05 6.86028e-05 7.84171e-05 5.70924e-05 0.000257808 8.97658e-05 8.01603e-05 0.00019197 0.000196162 7.99925e-05 5.37432e-05 5.29666e-05
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 22.887221773600004 201.16241229375001 13.328768336950002 188.27285108100003 23.164713644150002 131.42729508740004 16.465384711100004 16.505385645700006 93.668569722950011 86.624809421150005 22.644947046300004 21.869642762900003 44.024213102900006 86.103248543850015 22.644947046300004 117.53132408880002 183.44170283300005 8.3434888241000014 13.552878921100001 200.77913281735002 93.499196860750018 20.971847224900007 203.80256579455002 193.29780372785004 20.201591378100002 23.195398057700004 22.544947280100004
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -8 -7 13 11 -11 16 15 -15 21 17 18 -12 -19 -21 22 23 29 27 26 -26 -23 -13 -1
right_child=-2 2 -4 -5 -6 8 7 -9 -10 10 12 28 -14 14 -16 -17 -18 19 -20 20 -22 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00071930399580262235 -0.0010000169632691886 -0.00042534952598836533 -0.0014354345977322729 0.0026125457164255721 0.0016466890983229323 -0.00016840921448144143 0.0027515645530655545 8.2442004984914534e-05 -0.0017285031222090599 -0.0042745885094980793 9.5446152216717062e-05 -0.00041270014803037919 -0.00069397099822182391 -0.00019610013781822214 0.00246598091303571 -0.0012346705341984489 0.00057085406711804428 -0.000625798654153215 -0.0016842870681278693 -0.00018396414444407945 0.0010623468502254604 -2.4238021641037484e-05 0.0024437119961615694 -0.0011611397780362813 -0.00012698008217852921 0.00084242127023315984 -0.0029069724617167415 0.0012450161997132562 0.0010455159614874115 -3.9198452402402507e-06
leaf_weight=1.5269649384661068 0.53997094799612355 1.0495546616803069 0.51329672065580556 0.54387644267232094 0.5258666717805055 1.0067004795273531 0.532443743872136 1.0005441755056379 0.52533627936486471 0.53036265779462333 0.50207263512189815 0.5049699317460179 2.0144285169760447 1.0090056861918117 0.53167006810154749 0.51606839813581018 2.5297410219573067 0.85927873958261392 0.50820952921920115 1.0067390831081868 1.0126566568027042 17.235737671200749 0.51669894976657804 0.50879329687812092 0.50020474565311845 0.50861924300093542 0.51530575274189783 0.51126608780056315 0.50600399310254041 3.0064309702429455
leaf_count=204 204 26 84 94 74 24 71 4 48 33 377 7 37 27 50 72 33 17 114 25 18 2487 11 172 50 76 38 84 41 31
internal_value=-3.83194e-08 1.2649e-05 0.00027618 0.000445646 0.000191677 5.71859e-06 0.000426368 0.00100949 -0.000703366 -2.80847e-05 -0.000236152 -0.00126283 -4.85038e-05 4.9104e-05 0.000722554 8.16798e-06 0.000154068 -0.000117049 -0.000799826 0.000122575 0.000441017 3.39992e-05 0.000316331 9.83277e-05 -4.74414e-05 -0.000743391 -0.00153765 1.23274e-05 0.000317154 0.000239681
internal_weight=43.0988 42.5588 5.69762 5.18432 4.64045 4.11458 2.58254 1.53299 1.53204 36.8612 9.97446 1.54134 8.43313 26.8868 1.54068 25.3461 6.4187 3.88896 1.01028 2.87867 2.0194 24.83 5.55889 5.04219 19.2711 1.52413 1.01551 17.747 1.01097 4.5334
internal_count=4633 4429 425 341 247 173 101 75 72 4004 702 81 621 3302 77 3225 584 551 491 60 43 3153 418 407 2735 164 88 2571 48 235
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=16 6 0 14 6 15 9 16 5 18 17 14 5 3 9 9 0 10 15 18 16 12 2 9 0 9 8 5 3 12
split_gain=6.07095e-05 0.000238709 7.89542e-05 0.00013397 0.000127433 0.000108171 0.000322168 0.000189184 0.000515122 0.000331141 0.000182052 0.000160659 0.000150106 0.000410365 0.000208607 0.000831922 0.000300286 0.00025119 0.000285777 0.000181487 0.00027025 0.000122661 0.000117362 0.000101911 7.80505e-05 0.000127827 7.00661e-05 0.000213311 6.93764e-05 4.61918e-05
threshold=22.704946905950003 16.635388683200002 85.990333302400003 129.42733769190002 16.405383309150004 37.491361913600009 193.70978346765003 22.644947046300004 24.225659292200003 13.24088655595 190.03457182425004 279.85995519795006 20.911722254300006 92.695347879750017 183.62474066035003 182.80199813410005 93.501885318850015 70.348883899450016 21.086216674150005 16.161386252450004 10.424975621900002 234.58875745590004 206.22726210890002 201.81004550795004 85.882794977150013 200.84251237905002 8.4434108459500017 21.990725385850002 93.394346993650018 263.8513961743501
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -7 9 -9 -8 -11 26 14 -14 15 16 -5 -18 19 22 -21 -13 -19 -23 29 -26 -12 -28 -16 -6
right_child=1 -3 3 5 24 6 7 8 -10 10 11 21 13 -15 28 -17 17 18 -20 20 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0018494511161604998 0.0022156480881491106 -0.00040198947796768247 -0.033014621704664647 -0.043273643010258565 -0.00020204998218903566 0.0027044264214332479 -0.002446071356539035 0.0036190770713022029 -0.00083190622347508478 0.0019973526982644896 -0.00012465901808941926 -0.00210193950821645 -0.0032098962779553899 -0.00022574082628381279 1.1219546214137231e-05 0.099964662953925143 0.053359529316160219 0.012135316773433477 -0.036342349405515 0.021651726795829121 -0.043139096525879418 0.0008005326229189604 0.056081487857905024 -0.0011912719464029146 -0.0021249052082678624 0.00012181953311488654 -0.00025614863863726724 0.00179285722003496 0.0011959380218030955 0.00055420897878733519
leaf_weight=0.5154145146775474 0.57678551385561039 0.87973206125093384 0.0012262908567127742 0.0011369394311277481 4.0512823342558386 0.54892372154836522 0.5158431729505536 0.53037829441564077 0.51007731355093711 0.51291508645186112 1.5117061585794433 0.50948115655364734 0.53026089153616141 3.518622192639441 22.788805013027204 0.0010224626086596808 0.0012225938006515946 0.0011850060796221168 0.0013857029185262437 0.0017011225679131742 0.0010357593020996481 0.50921468445689366 0.001247381828464178 0.51837628374789446 0.51164177461526328 0.5013988997816341 1.0102239968400684 1.0221439924928288 0.50524853965180128 1.0087537762991967
leaf_count=223 49 117 8 91 643 76 19 53 15 16 19 22 135 98 1675 6 37 132 202 370 190 22 66 134 37 6 15 28 26 103
internal_value=-4.3775e-09 0.000634603 -2.22012e-05 3.74955e-05 -0.000339812 3.86519e-05 0.000369763 0.000190534 0.00143701 -2.17281e-05 0.000201827 2.05781e-05 -5.45493e-05 -0.00061656 4.30956e-05 0.014529 0.0047298 0.011747 0.00398572 0.0147963 -0.00286804 -0.000833261 0.0346719 -0.000204249 -0.00021169 -0.0010129 0.00039089 0.000774363 3.69161e-05 -5.12844e-05
internal_weight=43.0984 1.45652 41.6419 35.0534 6.58849 35.0522 7.69928 7.15036 1.04046 6.1099 5.59406 5.08115 27.3529 4.04888 23.304 0.00993697 0.00891451 0.00777757 0.00655497 0.00516927 0.00273688 1.53707 0.00243239 1.02759 6.07308 1.01304 3.54407 2.03237 23.2941 5.06004
internal_count=4633 166 4467 3455 1012 3447 419 343 68 275 256 240 3028 233 2795 1094 1088 997 960 758 560 178 198 156 789 43 62 43 1701 746
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=8 19 16 18 9 6 3 13 16 16 18 9 19 7 18 7 10 10 0 13 16 8 5 15 16 2 19 18 10 18
split_gain=5.5765e-05 4.56005e-05 0.00012525 0.000333531 0.000165768 0.000306316 0.000109893 0.000116284 5.82338e-05 8.22209e-05 0.00013623 0.000333317 0.000158804 0.000120981 0.000372572 0.000643258 0.000109792 0.00011138 0.000196445 0.00446236 0.00443844 0.00345066 0.0039721 0.00444824 0.00150972 0.000193092 7.97483e-05 0.000166241 0.000162619 6.84251e-05
threshold=8.8430989333000021 14.451165964200003 22.534947303500005 13.602243858600003 192.20980299475005 16.385382841850003 93.345954747300013 117.64961624655002 22.714946882600003 22.584947186600004 13.552878921100001 197.89372115420002 14.351157895250003 23.365573965200003 13.141419083100002 23.276000438150003 62.165217350350012 66.859265246100009 95.988709089550014 109.34496908160001 18.754956142750004 7.943800736700001 18.331716563250001 29.326787846200002 18.474956797500003 158.58656282205001 14.351157895250003 12.964611930900002 62.025417527550012 14.598777227650002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 -8 9 10 11 -1 16 14 26 -16 -12 25 19 20 21 24 -23 -24 -19 -18 27 -11 -28 -20
right_child=-2 2 3 -5 6 -7 7 -9 -10 13 12 -13 -14 -15 15 -17 17 18 29 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00024893894872820882 -0.0010098976952551055 -0.0011948102951541673 -0.00050798048089789312 0.0027702146696658415 0.00019156169986087369 0.0029307236727811724 -0.0020828991383266622 -6.3018263697086098e-06 0.00077703638329361998 9.6074997945160416e-05 -0.0014577705482002759 0.0029498973467201161 -0.0017867027137595485 4.6002395044669616e-05 -0.0046764469226298891 -0.00041699129596190821 0.0023955557169321826 -0.015487791715504781 -0.00046084215002945174 -3.0649167819179144e-05 -0.10005185079959528 -0.10003685481981724 0.093146377009195577 -0.10002764677412171 0.099540438597092495 0.00015984328925685846 0.0019170558859248289 -0.0014196777394304156 -0.00060977733374487011 0.00010998825036263361
leaf_weight=4.0395536057650778 0.53988320615510943 0.52548136145802349 0.50266158966749308 0.54302039981122341 2.5122168311791033 0.53450937835918921 0.52429259229403313 0.55523575897738908 0.87749652131242228 2.5114973646284793 0.50671391639893215 0.51516931365358676 0.51514062284999695 6.5412013829102307 0.54531744426248341 1.0134945566533131 0.51941451400125993 0.0017931646671992532 2.5189917652027018 0.56685272289507793 0.0088770683615280177 0.0057643523548822628 0.0031976000245776959 0.0019005474487732155 0.003137257377431979 1.5074495214944983 0.51350211147121105 1.0164038997922586 0.50533757148399738 12.622171575739097
leaf_count=860 204 57 15 137 25 123 53 15 28 36 18 13 45 135 66 12 24 191 114 161 93 79 5 142 5 58 22 36 28 1833
internal_value=3.724e-08 1.28492e-05 0.00027614 0.000425592 0.000150544 0.00126417 -0.000171032 -0.00101484 -2.78471e-05 -4.74754e-05 6.38049e-05 0.000554435 -5.5179e-05 -0.000252813 -0.000572949 -0.00190707 -6.34703e-06 3.50649e-05 -5.48226e-05 -0.0018426 -0.0434765 -0.011676 -0.0431678 0.0211327 0.0577054 0.000732778 -0.000115556 -0.00034062 0.000663764 1.50208e-05
internal_weight=43.0977 42.5578 5.69742 5.17194 4.62892 1.03717 3.59175 1.07953 36.8604 35.9829 23.3361 4.55472 18.7814 12.6468 6.10555 1.55881 18.2663 17.7596 15.7327 0.591523 0.02467 0.0157929 0.0108625 0.00509815 0.00493042 2.02686 4.54674 3.5279 1.01884 15.1412
internal_count=4633 4429 425 368 231 138 93 68 4004 3976 3641 873 2768 335 200 78 2723 2705 2623 676 515 422 226 147 196 82 122 72 50 1947
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=8 15 16 19 9 9 17 9 17 15 6 6 7 3 6 17 8 17 6 5 17 12 2 14 4 2 12 4 4 2
split_gain=4.51316e-05 3.7619e-05 0.000144587 8.19878e-05 0.000312567 0.000206409 0.000146689 0.000283693 0.000132341 0.000381842 4.61232e-05 0.000372927 0.000678663 8.63533e-05 7.56671e-05 0.000147038 0.000542436 0.000758614 0.000171859 9.75359e-05 0.000245181 0.00716413 0.00173939 0.00401476 0.000693286 0.000555689 0.00123053 0.000471425 0.000364763 0.000202623
threshold=8.8430989333000021 46.723315192750007 22.584947186600004 14.451165964200003 201.16241229375001 199.39609444495002 188.27285108100003 192.20980299475005 195.18216166535004 37.050691080100002 16.465384711100004 16.505385645700006 23.602039070650005 93.017962855400015 16.285380505300001 192.19686994285004 8.4434108459500017 183.58889821140002 16.385382841850003 19.426367441400004 195.59800312745003 217.08460102575 156.09660346185004 223.39008018995003 218.45625741980004 177.45016916930004 209.45123619680001 205.83748347565003 196.82258699960002 80.759923107050014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 -9 -10 14 12 -12 -13 19 16 -16 -18 -17 -1 21 22 23 24 27 -24 -27 28 29 -21
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 11 13 -14 -15 15 18 17 -19 -20 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=7.8135563747206069e-06 -0.00090834031647207152 0.00022639275517106323 -0.0018257981780889659 -0.00065032589911391287 0.0026793735056949821 -0.0017669191550938883 0.0027997238962468186 -0.00031842791249615311 -0.00081111894746874018 0.0030381780195527942 -0.0044878490676126866 -0.00056437902679744756 0.00063234906209737015 0.00018589553666527192 3.656133702831833e-05 0.0014568221307443942 -0.00013644455067603152 0.0052566463967897645 -0.00054549456412466397 -0.052310268527052645 8.103304013830412e-05 0.00010247335204155438 -0.10021344539898945 0.093528588964984352 -0.012005888590575968 0.028869889171776988 -0.10013740544474979 -0.095839324559039485 -0.028436221118810969 -0.10005971090945215
leaf_weight=17.715458654528938 0.54020938715002742 1.0027000198531886 0.52206535093234796 1.0509839858059447 0.53960032323482199 0.5074064043207932 0.53988367510919522 1.5157705301653552 0.50580597860971444 0.52538212580361687 0.53354574894248397 2.0160338504146473 0.50284087158161128 6.4165385497412508 3.021368355305599 0.51672783871436001 0.49955011904239632 0.54578613234480144 2.5149009736451058 0.0020396889138498001 1.032268352164156 0.50328070378726375 0.0072936331554611655 0.0021798832604161813 0.0032510065304904865 0.0012139795114326501 0.001891206042387239 0.0033476274617338713 0.0036955922041670419 0.0015748683054745763
leaf_count=2448 204 27 134 32 110 27 106 33 12 31 50 37 14 561 71 32 2 42 86 14 205 132 28 16 18 42 16 13 9 81
internal_value=-5.9324e-08 1.14709e-05 -0.000476258 2.95962e-05 0.000401278 0.00013665 0.000370077 0.000717496 0.000276122 0.00115007 -2.41664e-05 -0.000213487 -0.0020036 6.52217e-06 4.38001e-05 0.000322924 0.000715889 0.00267937 -0.000204208 -5.89787e-05 -0.000816487 -0.00256533 -0.0532555 -0.0326534 -0.0524296 -0.0851302 -0.0497017 -0.0647603 -0.0505279 -0.0731148
internal_weight=43.0946 42.5544 1.52477 41.0296 5.18483 4.64523 4.13783 3.08684 2.54696 1.03119 35.8448 9.46896 1.03639 8.43257 26.3758 7.09833 4.0667 1.04534 3.03163 19.2775 1.56204 0.529768 0.0264875 0.0160887 0.0139088 0.0103988 0.00310519 0.0106578 0.00731015 0.00361456
internal_count=4633 4429 161 4268 351 241 214 182 76 43 3917 662 64 598 3255 233 115 44 118 3022 574 369 237 151 135 86 58 117 104 95
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=16 6 0 6 15 9 18 18 15 6 5 0 9 9 8 17 7 18 10 6 17 3 10 3 16 3 10 0 7 15
split_gain=4.60563e-05 0.000226582 6.64402e-05 0.000136821 8.99979e-05 0.000297602 0.000245111 0.000337221 0.000225496 0.000156905 0.000150621 0.000356489 0.000223651 0.000869251 0.000229256 0.000254751 0.000163909 0.000425344 0.000479524 0.000147898 0.000132307 7.70614e-05 5.68795e-05 0.000176263 0.000234765 6.96716e-05 5.25861e-05 5.12624e-05 4.5844e-05 4.91537e-05
threshold=22.704946905950003 16.635388683200002 85.990333302400003 16.405383309150004 37.491361913600009 193.70978346765003 13.204116077450001 13.344136431100003 45.102215827400009 16.555386813950005 20.911722254300006 86.904409066750006 183.62474066035003 181.33671263215004 2.6479335789000005 176.44238483465003 22.093462376800005 14.380989918050002 84.92839234085001 16.375382608200002 194.19264200700002 93.394346993650018 61.987779113750001 93.82450029455002 22.584947186600004 93.862138708350017 62.041548276350007 86.538778761000017 22.747724408400003 45.102215827400009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 -8 9 19 12 27 13 14 15 -4 -17 -18 -19 -9 -20 -14 23 24 -5 -25 -21 -12 -24 -30
right_child=1 -3 4 22 5 6 7 8 -10 -11 11 -13 21 -15 -16 16 17 18 20 26 -22 -23 28 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018755061187267061 0.0020951243007568876 -0.00045670756553117976 0.050016142749738826 -1.1755570960835086e-05 0.0025825634970350043 -0.0019388901610619413 0.0027448753188797064 0.0017063261155581422 -0.0018638151581296504 0.0019755211164188737 -0.00068766737484624854 -0.0030292866339251823 1.4495840812551344e-05 0.091694857630314874 -0.030025027558191815 -0.03424776775250709 0.065086583920566266 -0.054243582041094453 0.038590547190928665 0.00033040604512289462 -0.0077901806163958483 0.0012628469572541334 0.00094937685791135853 0.0011020506604553098 -0.0030464825303093365 -0.00033468303655197814 -0.00035504022187004267 8.3331811934093356e-05 -0.0006376779484301955 0.00021814980249173466
leaf_weight=0.51515719770976698 0.57571474426822422 0.87952928068386882 0.0013826783252598729 0.50094890147192994 0.54831822485993775 0.51386958992225196 0.53114138862292737 0.53626382810848916 0.5248636158918244 0.51035753445466969 1.5134123512591511 0.53046152973639982 22.786723292284893 0.0012859505483504572 0.0016387209712894202 0.0010140858874443381 0.0010892936385306362 0.0013325233016252547 0.0015159379623288505 2.0172902542399243 0.001034937225671051 0.50546558781934336 0.51906285873115354 0.50574765341434602 0.51902828022366521 1.0147223016197742 2.5141607349321475 2.0046395513782045 1.008373869228649 2.0063847971154054
leaf_count=223 49 117 135 5 76 21 28 170 65 13 31 135 1678 15 151 52 51 271 180 19 244 26 131 7 39 526 27 67 25 56
internal_value=-1.57034e-07 0.000552833 -1.94846e-05 -0.000310812 3.52894e-05 0.000337379 0.000165151 0.000328128 0.000117798 0.000304256 -4.97152e-05 -0.000612717 4.80993e-05 0.0147846 0.00380538 0.0113281 0.00239293 0.0098651 -0.00562453 0.000135946 0.019773 4.15864e-05 -0.00017811 -0.000539019 -0.00155601 0.000143212 -4.98964e-05 -0.00024834 8.13456e-05 -6.81067e-05
internal_weight=43.0919 1.45524 41.6367 6.58943 35.0473 7.69627 7.14795 6.63408 6.10294 5.57807 27.351 4.04851 23.3025 0.0102941 0.00900818 0.00736946 0.00598678 0.00497269 0.0038834 5.06771 0.00255088 23.2922 6.07427 2.54045 1.01998 1.52047 4.53145 3.51805 3.53382 3.01476
internal_count=4633 166 4467 1012 3455 419 343 322 294 229 3036 233 2803 1099 1084 933 798 746 695 216 424 1704 789 577 44 533 46 98 212 81
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=8 19 4 5 17 5 13 15 3 15 16 7 7 7 13 10 2 12 2 10 16 0 2 12 13 14 5 18 12 14
split_gain=4.76836e-05 5.54661e-05 6.09065e-05 5.36684e-05 0.000191861 0.000183061 0.000114056 0.000155565 0.000352124 0.000101496 9.42786e-05 0.00125265 0.00223925 0.00054806 0.000240884 0.000509528 0.000182968 7.59438e-05 0.000111982 0.00167653 7.3034e-05 8.0207e-05 6.85842e-05 6.73073e-05 0.000153792 0.00223824 0.00160465 0.00213102 0.000749852 0.000561949
threshold=8.8430989333000021 14.651182102100002 264.40103451365002 23.714185006400005 193.94976740385002 23.374630421750002 117.71413924170001 41.54912092575001 93.216908757050007 42.33967733730001 22.674946976100003 22.172877373800002 22.093462376800005 21.946499523750003 104.55682515125001 73.007768990450018 168.12216079815002 217.54417277160005 188.61740261325005 61.885617704800005 22.594947163200004 85.866664228400012 185.00267682035005 226.26044291545003 117.39690118230001 300.29716420680006 21.363989181350004 14.577219465650002 232.35148227425003 332.00884822475001
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 7 10 9 -9 11 12 13 14 15 -1 -12 18 19 -13 21 -5 -21 -19 25 -25 27 -27 -29 -30
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 16 17 -14 -15 -16 -17 -18 23 -20 22 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.06149875649071937 -0.00093383293049123159 -3.6078490551698365e-05 0.0015035302288626323 -0.00025469425170341801 -0.0021195250114571262 0.0018883522074131993 -0.0010150588042657277 0.00092953545292098262 0.0031024138085311691 -0.0010694493684058057 -0.0022737392730712469 0.10003116842774247 0.09145674733700232 -0.075173270850331431 0.041729750713366959 0.035421652438470876 0.00040247984004764285 -0.0016152526243250595 0.001515156754620643 3.4913922303093493e-05 -0.00034902673008867951 0.0015257133723046851 -0.0011312791439899046 0.099059334027987167 -0.00037880162538406751 -0.10007233620624534 0.083616046181326453 -0.070011444908604017 0.036873675247751612 -0.0083929471749007445
leaf_weight=0.0010683981767325018 0.54006825625044896 0.51143142353316651 0.51637961431697477 0.50441880872199296 0.53049111123171444 0.52430303505521081 1.0613187229450876 0.50608061859614517 0.53173212693582161 0.50992822274843286 0.51787813354167045 0.0016760990838758918 0.0041164497783410248 0.001015835032807999 0.0013319937628454848 0.001101804718615304 0.50416568615764845 0.50898020528692223 0.50986318126767827 30.375104615448688 2.8816692557889394 0.50771455447807767 0.5128068415665642 0.0023978526778591904 1.0071833586216596 0.0024597855799764487 0.0018566637601977734 0.0013108737392859013 0.0045940863661972919 0.0068043524485469353
leaf_count=111 204 25 24 536 132 62 34 16 36 50 26 2 19 17 98 65 24 63 109 1800 134 28 52 6 60 42 30 44 117 667
internal_value=-1.03022e-07 1.17481e-05 0.000737432 -6.21449e-06 -0.000335424 3.30458e-05 6.44978e-06 3.69775e-05 0.00101744 -7.3742e-05 -7.69984e-06 2.16452e-05 0.0381053 -0.010504 0.00825378 -0.0122926 -0.000953583 1.16609e-05 4.52419e-05 2.09795e-05 -9.23584e-05 0.000638408 1.55526e-05 -0.000674998 -0.00020883 0.00860479 -0.00413453 -0.014875 0.00161426 0.00985155
internal_weight=43.0913 42.5512 1.02781 41.5234 4.42429 37.0991 36.5748 35.5135 1.54774 1.01601 33.9657 32.9437 0.00863448 0.00451803 0.0035022 0.0021702 1.02204 32.935 31.3995 30.8896 3.8938 1.01213 30.8879 1.53559 1.02661 0.0194236 0.0170258 0.0151691 0.0127093 0.0113984
internal_count=4633 4429 49 4380 830 3550 3488 3454 102 66 3352 3302 310 291 274 176 50 2992 1963 1854 698 564 1852 1029 966 906 900 870 828 784
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=16 6 0 14 6 3 4 18 0 5 15 18 15 10 2 2 16 13 3 12 19 7 7 5 5 5 16 16 5 18
split_gain=4.67823e-05 0.000193726 5.74144e-05 0.000119647 0.000109251 7.9991e-05 0.00032054 0.000189262 0.000151883 0.000431812 0.00011847 0.000458777 0.000210562 0.000134597 0.000140443 0.000174324 0.000117434 5.86681e-05 5.7962e-05 5.74977e-05 0.00017341 0.000148843 5.27274e-05 4.42618e-05 0.000117198 8.36176e-05 4.28101e-05 0.000217513 9.16023e-05 5.29138e-05
threshold=22.704946905950003 16.635388683200002 85.990333302400003 129.42733769190002 16.405383309150004 93.437362323750008 143.58239362595003 13.304953393500002 86.345209775600011 20.452758643300005 37.882159664350006 13.304953393500002 38.469938489650012 61.917879202350001 178.46521675150004 201.25557642380002 22.644947046300004 117.63886241405002 93.077108934250006 133.59172866980003 14.351157895250003 22.812602664350003 23.960918281000001 21.252944829650001 21.043187000650004 21.438877744300004 17.974957966700003 15.954962690350003 16.316541761950003 14.598777227650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -5 -7 9 -8 16 -12 -13 -14 -15 -16 18 22 23 20 -6 -21 -17 24 26 -25 27 29 -28 -10
right_child=1 -3 3 5 19 7 8 -9 10 -11 11 12 13 14 15 17 -18 -19 -20 21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.0016876382264371119 0.001984450517924992 -0.00037562430411356199 -0.031980859839482949 0.035242207430056655 -0.00080945845176521388 0.0022806171569437167 0.00091789624931043901 7.4537613409250729e-05 -0.00057003633079102858 -0.0031412799633811894 0.0032603421510850935 0.0020902528277704883 0.0015074083452846327 0.00041679709024036157 -0.0023369785525746418 -0.0003936670354697202 -0.0015607160301016557 -0.0012198136064826357 -0.00077524813231555302 -0.00191866523114337 0.0017836308940394079 -0.00012724618153984736 0.00084871097857530794 0.0010898055556982503 -0.001092629607298221 -0.00019746294162911881 0.0014372033285324872 -0.0021484455822737814 6.9839474090094392e-05 8.5766466765511772e-05
leaf_weight=0.51573850446574621 0.57518703309778973 0.87980755630337626 0.0011674917477709759 0.0025798684800965024 0.50742000082677285 0.52300294503561362 0.50435912772080971 1.5164952245247603 1.5130575119827012 0.54554054483514847 0.5226090770847821 0.51424692990383913 0.51005013707617752 2.0215560743544074 0.51795609184387137 1.0083281450718786 0.51284899695019603 0.5012594581930897 1.0081635289179391 0.51676439145553388 0.52443414126901189 4.5256493850341766 0.51664004655644213 1.0104854796510474 1.0135633110412161 1.0079737416723167 0.51050422651671468 0.519058937320234 12.159390928654242 6.5843538827755435
leaf_count=223 49 117 8 14 263 52 5 26 120 54 35 28 19 31 30 23 23 5 28 360 50 116 140 16 31 92 81 377 669 1548
internal_value=-2.14027e-08 0.000557358 -1.94997e-05 3.14226e-05 -0.000290301 3.24891e-05 -5.06765e-06 0.000640258 -7.82304e-06 -0.0011913 3.10644e-05 0.000426961 0.00016207 -3.32816e-05 -0.000205396 -0.000699778 -6.25901e-05 -0.000281267 -3.22538e-05 -0.00017166 0.000508465 -0.000310837 2.7235e-05 -1.45162e-06 -4.20403e-05 0.000446972 7.98412e-06 -0.000163983 0.000124934 -3.67748e-05
internal_weight=43.0902 1.45499 41.6352 35.0452 6.59001 35.044 33.0045 2.0395 33.0019 1.0499 31.952 6.11265 5.59004 5.07579 4.56574 2.54418 25.8394 2.02623 25.3266 6.07427 1.03185 5.04241 1.52497 24.3184 22.2999 2.01846 21.2864 8.61647 12.6699 8.09741
internal_count=4633 166 4467 3455 1012 3447 3369 78 3355 59 3296 311 276 248 229 198 2985 168 2962 789 313 476 163 2934 2826 108 2795 2045 750 1668
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=8 15 7 19 8 19 2 8 4 18 17 16 15 6 16 3 19 2 15 9 10 19 19 5 6 7 16 3 5 0
split_gain=6.09162e-05 4.19877e-05 0.000125986 8.60756e-05 4.58995e-05 9.13848e-05 0.000298718 4.58262e-05 0.000396454 0.000592758 0.00393214 0.00156871 0.000169653 0.000106304 0.000322846 0.000310446 0.000196027 0.000164658 0.000129005 0.000304387 0.000444277 0.00104967 8.50144e-05 0.000175538 0.000319524 7.28814e-05 0.000173285 6.55185e-05 0.000150667 8.73676e-05
threshold=8.8430989333000021 46.723315192750007 23.543468673550006 14.651182102100002 8.7431769115000026 14.151141757350002 201.25557642380002 8.4434108459500017 141.79569928155004 12.854871756700001 183.44170283300005 22.614947116400003 23.180824130700003 16.475384944750001 22.514947350300002 93.216908757050007 14.351157895250003 147.79312796670004 36.080675573650005 205.22231928645002 61.86411003975001 14.251149826300002 14.451165964200003 21.438877744300004 16.425383776450001 25.412871131150002 20.394952307700002 93.394346993650018 22.533652790000001 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 8 -1 10 11 12 -10 14 16 -16 25 -17 -15 20 -20 -22 27 -24 -25 26 -9 29 -29 -11
right_child=-2 2 -4 -5 5 6 -8 13 9 22 -12 -13 -14 18 15 17 -18 -19 19 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.053283940112177623 -0.0010558515556375989 -0.001782130331973611 0.00014364557472168794 0.0013048470114571423 -6.73907937443206e-05 0.0028327954904734712 -0.00058696950246599244 -0.0019763637849837196 -0.024988633957788393 0.00094437514142449051 0.064500668123048582 -0.10009062002119468 0.024874232981648273 0.00036216157003636751 0.0031791172345716351 0.0018498743707206968 -0.0022646345740947992 -0.00034317172739665238 -0.00032434460604856318 8.2392281308729572e-05 0.00023624425072589353 -0.0061043380486594358 -8.6798903005242783e-05 -0.00019345003358406585 0.00332661823742437 0.0009424292347890292 0.00014246454517749893 -0.0020260315796227636 -5.137370911162166e-05 -4.6291812217745566e-06
leaf_weight=0.0013995220389649834 0.53956869033699106 0.5110243028876188 1.0133621089623472 0.52493836267967608 1.5019536402978695 0.52167326125345403 0.50047914894093992 0.51774651109690362 0.0010881811417181872 1.0176605755587065 0.0082650599350095888 0.0026418165298309759 0.0018296236120804721 1.5102485895111994 0.54337766134619903 0.51675211767360441 0.51738731115179337 1.0145027615872377 1.4055102110705777 2.5016141870291904 0.50431276008021064 0.54137409858230967 1.5210939008620692 0.50531197817872431 0.52660855902558978 0.50782067073115111 1.5167007128829935 0.51802031470353416 1.5207101629016144 20.754601367088338
leaf_count=20 204 92 69 40 16 24 20 92 243 18 14 9 229 37 72 25 31 41 19 11 7 39 85 35 44 44 42 48 208 2755
internal_value=9.84617e-09 1.3399e-05 -0.000501938 3.25474e-05 1.60568e-05 0.000428987 0.00115837 -1.13886e-05 6.14476e-05 5.86238e-05 0.0207599 -0.0442661 0.00627812 -0.000177061 0.000162623 0.00112562 -0.000490345 0.000396915 -0.000446908 -0.000693615 -0.00148558 -0.00304641 4.77685e-05 0.000596175 0.00160291 -0.000129252 -0.000396756 -1.10316e-05 -0.000553114 3.97284e-05
internal_weight=43.0896 42.55 1.52439 41.0256 40.5007 2.52411 1.02215 37.9766 26.3792 26.3778 0.0138247 0.00555962 0.0029178 11.5973 5.13429 2.07463 3.05966 1.53125 6.46306 4.95281 2.4512 1.04569 26.364 2.55301 1.03192 2.54227 2.03445 23.811 2.03873 21.7723
internal_count=4633 4429 161 4268 4228 60 44 4168 3708 3688 495 481 472 460 347 138 209 66 113 76 65 46 3193 164 79 178 134 3029 256 2773
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
atom_area_sasa_Cs=2307
atom_area_sasa_Hs_min=2293
atom_p_int_times_area_Cs=2279
atom_p_int_Cs=2224
atom_volumes_sasa_Cs=2182
atom_volumes_sasa_Hs_min=2157
atom_p_int_times_area_Hs_min=2093
atom_p_int_Hs_min=2058
atom_v_distal_3_5_Cs=1637
atom_v_free_3_5_Hs_min=1572
atom_v_bur_3_5_Hs_min=1447
atom_v_bur_3_5_Cs=1393
atom_areas_Cs=1376
atom_v_free_3_5_Cs=1285
atom_areas_Hs_min=1285
atom_v_distal_3_5_Hs_min=1035
atom_v_molecular_3_5_Cs=923
atom_v_molecular_3_5_Hs_min=454

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:[]
